project_wrangle_act.html

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.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.7.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.7.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.7.0') format('woff2'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.7.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.7.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.fa-pull-left {
  float: left;
}
.fa-pull-right {
  float: right;
}
.fa.fa-pull-left {
  margin-right: .3em;
}
.fa.fa-pull-right {
  margin-left: .3em;
}
/* Deprecated as of 4.4.0 */
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
.fa-pulse {
  -webkit-animation: fa-spin 1s infinite steps(8);
  animation: fa-spin 1s infinite steps(8);
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook-f:before,
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-feed:before,
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before,
.fa-gratipay:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper-pp:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-resistance:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-y-combinator-square:before,
.fa-yc-square:before,
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
.fa-buysellads:before {
  content: "\f20d";
}
.fa-connectdevelop:before {
  content: "\f20e";
}
.fa-dashcube:before {
  content: "\f210";
}
.fa-forumbee:before {
  content: "\f211";
}
.fa-leanpub:before {
  content: "\f212";
}
.fa-sellsy:before {
  content: "\f213";
}
.fa-shirtsinbulk:before {
  content: "\f214";
}
.fa-simplybuilt:before {
  content: "\f215";
}
.fa-skyatlas:before {
  content: "\f216";
}
.fa-cart-plus:before {
  content: "\f217";
}
.fa-cart-arrow-down:before {
  content: "\f218";
}
.fa-diamond:before {
  content: "\f219";
}
.fa-ship:before {
  content: "\f21a";
}
.fa-user-secret:before {
  content: "\f21b";
}
.fa-motorcycle:before {
  content: "\f21c";
}
.fa-street-view:before {
  content: "\f21d";
}
.fa-heartbeat:before {
  content: "\f21e";
}
.fa-venus:before {
  content: "\f221";
}
.fa-mars:before {
  content: "\f222";
}
.fa-mercury:before {
  content: "\f223";
}
.fa-intersex:before,
.fa-transgender:before {
  content: "\f224";
}
.fa-transgender-alt:before {
  content: "\f225";
}
.fa-venus-double:before {
  content: "\f226";
}
.fa-mars-double:before {
  content: "\f227";
}
.fa-venus-mars:before {
  content: "\f228";
}
.fa-mars-stroke:before {
  content: "\f229";
}
.fa-mars-stroke-v:before {
  content: "\f22a";
}
.fa-mars-stroke-h:before {
  content: "\f22b";
}
.fa-neuter:before {
  content: "\f22c";
}
.fa-genderless:before {
  content: "\f22d";
}
.fa-facebook-official:before {
  content: "\f230";
}
.fa-pinterest-p:before {
  content: "\f231";
}
.fa-whatsapp:before {
  content: "\f232";
}
.fa-server:before {
  content: "\f233";
}
.fa-user-plus:before {
  content: "\f234";
}
.fa-user-times:before {
  content: "\f235";
}
.fa-hotel:before,
.fa-bed:before {
  content: "\f236";
}
.fa-viacoin:before {
  content: "\f237";
}
.fa-train:before {
  content: "\f238";
}
.fa-subway:before {
  content: "\f239";
}
.fa-medium:before {
  content: "\f23a";
}
.fa-yc:before,
.fa-y-combinator:before {
  content: "\f23b";
}
.fa-optin-monster:before {
  content: "\f23c";
}
.fa-opencart:before {
  content: "\f23d";
}
.fa-expeditedssl:before {
  content: "\f23e";
}
.fa-battery-4:before,
.fa-battery:before,
.fa-battery-full:before {
  content: "\f240";
}
.fa-battery-3:before,
.fa-battery-three-quarters:before {
  content: "\f241";
}
.fa-battery-2:before,
.fa-battery-half:before {
  content: "\f242";
}
.fa-battery-1:before,
.fa-battery-quarter:before {
  content: "\f243";
}
.fa-battery-0:before,
.fa-battery-empty:before {
  content: "\f244";
}
.fa-mouse-pointer:before {
  content: "\f245";
}
.fa-i-cursor:before {
  content: "\f246";
}
.fa-object-group:before {
  content: "\f247";
}
.fa-object-ungroup:before {
  content: "\f248";
}
.fa-sticky-note:before {
  content: "\f249";
}
.fa-sticky-note-o:before {
  content: "\f24a";
}
.fa-cc-jcb:before {
  content: "\f24b";
}
.fa-cc-diners-club:before {
  content: "\f24c";
}
.fa-clone:before {
  content: "\f24d";
}
.fa-balance-scale:before {
  content: "\f24e";
}
.fa-hourglass-o:before {
  content: "\f250";
}
.fa-hourglass-1:before,
.fa-hourglass-start:before {
  content: "\f251";
}
.fa-hourglass-2:before,
.fa-hourglass-half:before {
  content: "\f252";
}
.fa-hourglass-3:before,
.fa-hourglass-end:before {
  content: "\f253";
}
.fa-hourglass:before {
  content: "\f254";
}
.fa-hand-grab-o:before,
.fa-hand-rock-o:before {
  content: "\f255";
}
.fa-hand-stop-o:before,
.fa-hand-paper-o:before {
  content: "\f256";
}
.fa-hand-scissors-o:before {
  content: "\f257";
}
.fa-hand-lizard-o:before {
  content: "\f258";
}
.fa-hand-spock-o:before {
  content: "\f259";
}
.fa-hand-pointer-o:before {
  content: "\f25a";
}
.fa-hand-peace-o:before {
  content: "\f25b";
}
.fa-trademark:before {
  content: "\f25c";
}
.fa-registered:before {
  content: "\f25d";
}
.fa-creative-commons:before {
  content: "\f25e";
}
.fa-gg:before {
  content: "\f260";
}
.fa-gg-circle:before {
  content: "\f261";
}
.fa-tripadvisor:before {
  content: "\f262";
}
.fa-odnoklassniki:before {
  content: "\f263";
}
.fa-odnoklassniki-square:before {
  content: "\f264";
}
.fa-get-pocket:before {
  content: "\f265";
}
.fa-wikipedia-w:before {
  content: "\f266";
}
.fa-safari:before {
  content: "\f267";
}
.fa-chrome:before {
  content: "\f268";
}
.fa-firefox:before {
  content: "\f269";
}
.fa-opera:before {
  content: "\f26a";
}
.fa-internet-explorer:before {
  content: "\f26b";
}
.fa-tv:before,
.fa-television:before {
  content: "\f26c";
}
.fa-contao:before {
  content: "\f26d";
}
.fa-500px:before {
  content: "\f26e";
}
.fa-amazon:before {
  content: "\f270";
}
.fa-calendar-plus-o:before {
  content: "\f271";
}
.fa-calendar-minus-o:before {
  content: "\f272";
}
.fa-calendar-times-o:before {
  content: "\f273";
}
.fa-calendar-check-o:before {
  content: "\f274";
}
.fa-industry:before {
  content: "\f275";
}
.fa-map-pin:before {
  content: "\f276";
}
.fa-map-signs:before {
  content: "\f277";
}
.fa-map-o:before {
  content: "\f278";
}
.fa-map:before {
  content: "\f279";
}
.fa-commenting:before {
  content: "\f27a";
}
.fa-commenting-o:before {
  content: "\f27b";
}
.fa-houzz:before {
  content: "\f27c";
}
.fa-vimeo:before {
  content: "\f27d";
}
.fa-black-tie:before {
  content: "\f27e";
}
.fa-fonticons:before {
  content: "\f280";
}
.fa-reddit-alien:before {
  content: "\f281";
}
.fa-edge:before {
  content: "\f282";
}
.fa-credit-card-alt:before {
  content: "\f283";
}
.fa-codiepie:before {
  content: "\f284";
}
.fa-modx:before {
  content: "\f285";
}
.fa-fort-awesome:before {
  content: "\f286";
}
.fa-usb:before {
  content: "\f287";
}
.fa-product-hunt:before {
  content: "\f288";
}
.fa-mixcloud:before {
  content: "\f289";
}
.fa-scribd:before {
  content: "\f28a";
}
.fa-pause-circle:before {
  content: "\f28b";
}
.fa-pause-circle-o:before {
  content: "\f28c";
}
.fa-stop-circle:before {
  content: "\f28d";
}
.fa-stop-circle-o:before {
  content: "\f28e";
}
.fa-shopping-bag:before {
  content: "\f290";
}
.fa-shopping-basket:before {
  content: "\f291";
}
.fa-hashtag:before {
  content: "\f292";
}
.fa-bluetooth:before {
  content: "\f293";
}
.fa-bluetooth-b:before {
  content: "\f294";
}
.fa-percent:before {
  content: "\f295";
}
.fa-gitlab:before {
  content: "\f296";
}
.fa-wpbeginner:before {
  content: "\f297";
}
.fa-wpforms:before {
  content: "\f298";
}
.fa-envira:before {
  content: "\f299";
}
.fa-universal-access:before {
  content: "\f29a";
}
.fa-wheelchair-alt:before {
  content: "\f29b";
}
.fa-question-circle-o:before {
  content: "\f29c";
}
.fa-blind:before {
  content: "\f29d";
}
.fa-audio-description:before {
  content: "\f29e";
}
.fa-volume-control-phone:before {
  content: "\f2a0";
}
.fa-braille:before {
  content: "\f2a1";
}
.fa-assistive-listening-systems:before {
  content: "\f2a2";
}
.fa-asl-interpreting:before,
.fa-american-sign-language-interpreting:before {
  content: "\f2a3";
}
.fa-deafness:before,
.fa-hard-of-hearing:before,
.fa-deaf:before {
  content: "\f2a4";
}
.fa-glide:before {
  content: "\f2a5";
}
.fa-glide-g:before {
  content: "\f2a6";
}
.fa-signing:before,
.fa-sign-language:before {
  content: "\f2a7";
}
.fa-low-vision:before {
  content: "\f2a8";
}
.fa-viadeo:before {
  content: "\f2a9";
}
.fa-viadeo-square:before {
  content: "\f2aa";
}
.fa-snapchat:before {
  content: "\f2ab";
}
.fa-snapchat-ghost:before {
  content: "\f2ac";
}
.fa-snapchat-square:before {
  content: "\f2ad";
}
.fa-pied-piper:before {
  content: "\f2ae";
}
.fa-first-order:before {
  content: "\f2b0";
}
.fa-yoast:before {
  content: "\f2b1";
}
.fa-themeisle:before {
  content: "\f2b2";
}
.fa-google-plus-circle:before,
.fa-google-plus-official:before {
  content: "\f2b3";
}
.fa-fa:before,
.fa-font-awesome:before {
  content: "\f2b4";
}
.fa-handshake-o:before {
  content: "\f2b5";
}
.fa-envelope-open:before {
  content: "\f2b6";
}
.fa-envelope-open-o:before {
  content: "\f2b7";
}
.fa-linode:before {
  content: "\f2b8";
}
.fa-address-book:before {
  content: "\f2b9";
}
.fa-address-book-o:before {
  content: "\f2ba";
}
.fa-vcard:before,
.fa-address-card:before {
  content: "\f2bb";
}
.fa-vcard-o:before,
.fa-address-card-o:before {
  content: "\f2bc";
}
.fa-user-circle:before {
  content: "\f2bd";
}
.fa-user-circle-o:before {
  content: "\f2be";
}
.fa-user-o:before {
  content: "\f2c0";
}
.fa-id-badge:before {
  content: "\f2c1";
}
.fa-drivers-license:before,
.fa-id-card:before {
  content: "\f2c2";
}
.fa-drivers-license-o:before,
.fa-id-card-o:before {
  content: "\f2c3";
}
.fa-quora:before {
  content: "\f2c4";
}
.fa-free-code-camp:before {
  content: "\f2c5";
}
.fa-telegram:before {
  content: "\f2c6";
}
.fa-thermometer-4:before,
.fa-thermometer:before,
.fa-thermometer-full:before {
  content: "\f2c7";
}
.fa-thermometer-3:before,
.fa-thermometer-three-quarters:before {
  content: "\f2c8";
}
.fa-thermometer-2:before,
.fa-thermometer-half:before {
  content: "\f2c9";
}
.fa-thermometer-1:before,
.fa-thermometer-quarter:before {
  content: "\f2ca";
}
.fa-thermometer-0:before,
.fa-thermometer-empty:before {
  content: "\f2cb";
}
.fa-shower:before {
  content: "\f2cc";
}
.fa-bathtub:before,
.fa-s15:before,
.fa-bath:before {
  content: "\f2cd";
}
.fa-podcast:before {
  content: "\f2ce";
}
.fa-window-maximize:before {
  content: "\f2d0";
}
.fa-window-minimize:before {
  content: "\f2d1";
}
.fa-window-restore:before {
  content: "\f2d2";
}
.fa-times-rectangle:before,
.fa-window-close:before {
  content: "\f2d3";
}
.fa-times-rectangle-o:before,
.fa-window-close-o:before {
  content: "\f2d4";
}
.fa-bandcamp:before {
  content: "\f2d5";
}
.fa-grav:before {
  content: "\f2d6";
}
.fa-etsy:before {
  content: "\f2d7";
}
.fa-imdb:before {
  content: "\f2d8";
}
.fa-ravelry:before {
  content: "\f2d9";
}
.fa-eercast:before {
  content: "\f2da";
}
.fa-microchip:before {
  content: "\f2db";
}
.fa-snowflake-o:before {
  content: "\f2dc";
}
.fa-superpowers:before {
  content: "\f2dd";
}
.fa-wpexplorer:before {
  content: "\f2de";
}
.fa-meetup:before {
  content: "\f2e0";
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  padding: 0;
  margin: -1px;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

    Firefox 28.0+
    Chrome 29.0+
    Internet Explorer 11+ 
    Opera 17.0+

Browsers not listed, including Safari, are supported via the styling under the
`Old browsers` comments below.
*/
.hbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
.hbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.vbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
.vbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.hbox.reverse,
.vbox.reverse,
.reverse {
  /* Old browsers */
  -webkit-box-direction: reverse;
  -moz-box-direction: reverse;
  box-direction: reverse;
  /* Modern browsers */
  flex-direction: row-reverse;
}
.hbox.box-flex0,
.vbox.box-flex0,
.box-flex0 {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  width: auto;
}
.hbox.box-flex1,
.vbox.box-flex1,
.box-flex1 {
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex,
.vbox.box-flex,
.box-flex {
  /* Old browsers */
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex2,
.vbox.box-flex2,
.box-flex2 {
  /* Old browsers */
  -webkit-box-flex: 2;
  -moz-box-flex: 2;
  box-flex: 2;
  /* Modern browsers */
  flex: 2;
}
.box-group1 {
  /*  Deprecated */
  -webkit-box-flex-group: 1;
  -moz-box-flex-group: 1;
  box-flex-group: 1;
}
.box-group2 {
  /* Deprecated */
  -webkit-box-flex-group: 2;
  -moz-box-flex-group: 2;
  box-flex-group: 2;
}
.hbox.start,
.vbox.start,
.start {
  /* Old browsers */
  -webkit-box-pack: start;
  -moz-box-pack: start;
  box-pack: start;
  /* Modern browsers */
  justify-content: flex-start;
}
.hbox.end,
.vbox.end,
.end {
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
}
.hbox.center,
.vbox.center,
.center {
  /* Old browsers */
  -webkit-box-pack: center;
  -moz-box-pack: center;
  box-pack: center;
  /* Modern browsers */
  justify-content: center;
}
.hbox.baseline,
.vbox.baseline,
.baseline {
  /* Old browsers */
  -webkit-box-pack: baseline;
  -moz-box-pack: baseline;
  box-pack: baseline;
  /* Modern browsers */
  justify-content: baseline;
}
.hbox.stretch,
.vbox.stretch,
.stretch {
  /* Old browsers */
  -webkit-box-pack: stretch;
  -moz-box-pack: stretch;
  box-pack: stretch;
  /* Modern browsers */
  justify-content: stretch;
}
.hbox.align-start,
.vbox.align-start,
.align-start {
  /* Old browsers */
  -webkit-box-align: start;
  -moz-box-align: start;
  box-align: start;
  /* Modern browsers */
  align-items: flex-start;
}
.hbox.align-end,
.vbox.align-end,
.align-end {
  /* Old browsers */
  -webkit-box-align: end;
  -moz-box-align: end;
  box-align: end;
  /* Modern browsers */
  align-items: flex-end;
}
.hbox.align-center,
.vbox.align-center,
.align-center {
  /* Old browsers */
  -webkit-box-align: center;
  -moz-box-align: center;
  box-align: center;
  /* Modern browsers */
  align-items: center;
}
.hbox.align-baseline,
.vbox.align-baseline,
.align-baseline {
  /* Old browsers */
  -webkit-box-align: baseline;
  -moz-box-align: baseline;
  box-align: baseline;
  /* Modern browsers */
  align-items: baseline;
}
.hbox.align-stretch,
.vbox.align-stretch,
.align-stretch {
  /* Old browsers */
  -webkit-box-align: stretch;
  -moz-box-align: stretch;
  box-align: stretch;
  /* Modern browsers */
  align-items: stretch;
}
div.error {
  margin: 2em;
  text-align: center;
}
div.error > h1 {
  font-size: 500%;
  line-height: normal;
}
div.error > p {
  font-size: 200%;
  line-height: normal;
}
div.traceback-wrapper {
  text-align: left;
  max-width: 800px;
  margin: auto;
}
div.traceback-wrapper pre.traceback {
  max-height: 600px;
  overflow: auto;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
body {
  background-color: #fff;
  /* This makes sure that the body covers the entire window and needs to
       be in a different element than the display: box in wrapper below */
  position: absolute;
  left: 0px;
  right: 0px;
  top: 0px;
  bottom: 0px;
  overflow: visible;
}
body > #header {
  /* Initially hidden to prevent FLOUC */
  display: none;
  background-color: #fff;
  /* Display over codemirror */
  position: relative;
  z-index: 100;
}
body > #header #header-container {
  display: flex;
  flex-direction: row;
  justify-content: space-between;
  padding: 5px;
  padding-bottom: 5px;
  padding-top: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
body > #header .header-bar {
  width: 100%;
  height: 1px;
  background: #e7e7e7;
  margin-bottom: -1px;
}
@media print {
  body > #header {
    display: none !important;
  }
}
#header-spacer {
  width: 100%;
  visibility: hidden;
}
@media print {
  #header-spacer {
    display: none;
  }
}
#ipython_notebook {
  padding-left: 0px;
  padding-top: 1px;
  padding-bottom: 1px;
}
[dir="rtl"] #ipython_notebook {
  margin-right: 10px;
  margin-left: 0;
}
[dir="rtl"] #ipython_notebook.pull-left {
  float: right !important;
  float: right;
}
.flex-spacer {
  flex: 1;
}
#noscript {
  width: auto;
  padding-top: 16px;
  padding-bottom: 16px;
  text-align: center;
  font-size: 22px;
  color: red;
  font-weight: bold;
}
#ipython_notebook img {
  height: 28px;
}
#site {
  width: 100%;
  display: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  overflow: auto;
}
@media print {
  #site {
    height: auto !important;
  }
}
/* Smaller buttons */
.ui-button .ui-button-text {
  padding: 0.2em 0.8em;
  font-size: 77%;
}
input.ui-button {
  padding: 0.3em 0.9em;
}
span#kernel_logo_widget {
  margin: 0 10px;
}
span#login_widget {
  float: right;
}
[dir="rtl"] span#login_widget {
  float: left;
}
span#login_widget > .button,
#logout {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
span#login_widget > .button:hover,
#logout:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active:hover,
#logout:active:hover,
span#login_widget > .button.active:hover,
#logout.active:hover,
.open > .dropdown-togglespan#login_widget > .button:hover,
.open > .dropdown-toggle#logout:hover,
span#login_widget > .button:active:focus,
#logout:active:focus,
span#login_widget > .button.active:focus,
#logout.active:focus,
.open > .dropdown-togglespan#login_widget > .button:focus,
.open > .dropdown-toggle#logout:focus,
span#login_widget > .button:active.focus,
#logout:active.focus,
span#login_widget > .button.active.focus,
#logout.active.focus,
.open > .dropdown-togglespan#login_widget > .button.focus,
.open > .dropdown-toggle#logout.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  background-image: none;
}
span#login_widget > .button.disabled:hover,
#logout.disabled:hover,
span#login_widget > .button[disabled]:hover,
#logout[disabled]:hover,
fieldset[disabled] span#login_widget > .button:hover,
fieldset[disabled] #logout:hover,
span#login_widget > .button.disabled:focus,
#logout.disabled:focus,
span#login_widget > .button[disabled]:focus,
#logout[disabled]:focus,
fieldset[disabled] span#login_widget > .button:focus,
fieldset[disabled] #logout:focus,
span#login_widget > .button.disabled.focus,
#logout.disabled.focus,
span#login_widget > .button[disabled].focus,
#logout[disabled].focus,
fieldset[disabled] span#login_widget > .button.focus,
fieldset[disabled] #logout.focus {
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button .badge,
#logout .badge {
  color: #fff;
  background-color: #333;
}
.nav-header {
  text-transform: none;
}
#header > span {
  margin-top: 10px;
}
.modal_stretch .modal-dialog {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  min-height: 80vh;
}
.modal_stretch .modal-dialog .modal-body {
  max-height: calc(100vh - 200px);
  overflow: auto;
  flex: 1;
}
.modal-header {
  cursor: move;
}
@media (min-width: 768px) {
  .modal .modal-dialog {
    width: 700px;
  }
}
@media (min-width: 768px) {
  select.form-control {
    margin-left: 12px;
    margin-right: 12px;
  }
}
/*!
*
* IPython auth
*
*/
.center-nav {
  display: inline-block;
  margin-bottom: -4px;
}
[dir="rtl"] .center-nav form.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] .center-nav .navbar-text {
  float: right;
}
[dir="rtl"] .navbar-inner {
  text-align: right;
}
[dir="rtl"] div.text-left {
  text-align: right;
}
/*!
*
* IPython tree view
*
*/
/* We need an invisible input field on top of the sentense*/
/* "Drag file onto the list ..." */
.alternate_upload {
  background-color: none;
  display: inline;
}
.alternate_upload.form {
  padding: 0;
  margin: 0;
}
.alternate_upload input.fileinput {
  position: absolute;
  display: block;
  width: 100%;
  height: 100%;
  overflow: hidden;
  cursor: pointer;
  opacity: 0;
  z-index: 2;
}
.alternate_upload .btn-xs > input.fileinput {
  margin: -1px -5px;
}
.alternate_upload .btn-upload {
  position: relative;
  height: 22px;
}
::-webkit-file-upload-button {
  cursor: pointer;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
ul#tabs {
  margin-bottom: 4px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
[dir="rtl"] ul#tabs.nav-tabs > li {
  float: right;
}
[dir="rtl"] ul#tabs.nav.nav-tabs {
  padding-right: 0;
}
ul.breadcrumb a:focus,
ul.breadcrumb a:hover {
  text-decoration: none;
}
ul.breadcrumb i.icon-home {
  font-size: 16px;
  margin-right: 4px;
}
ul.breadcrumb span {
  color: #5e5e5e;
}
.list_toolbar {
  padding: 4px 0 4px 0;
  vertical-align: middle;
}
.list_toolbar .tree-buttons {
  padding-top: 1px;
}
[dir="rtl"] .list_toolbar .tree-buttons .pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .list_toolbar .col-sm-4,
[dir="rtl"] .list_toolbar .col-sm-8 {
  float: right;
}
.dynamic-buttons {
  padding-top: 3px;
  display: inline-block;
}
.list_toolbar [class*="span"] {
  min-height: 24px;
}
.list_header {
  font-weight: bold;
  background-color: #EEE;
}
.list_placeholder {
  font-weight: bold;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
}
.list_container {
  margin-top: 4px;
  margin-bottom: 20px;
  border: 1px solid #ddd;
  border-radius: 2px;
}
.list_container > div {
  border-bottom: 1px solid #ddd;
}
.list_container > div:hover .list-item {
  background-color: red;
}
.list_container > div:last-child {
  border: none;
}
.list_item:hover .list_item {
  background-color: #ddd;
}
.list_item a {
  text-decoration: none;
}
.list_item:hover {
  background-color: #fafafa;
}
.list_header > div,
.list_item > div {
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
.list_header > div input,
.list_item > div input {
  margin-right: 7px;
  margin-left: 14px;
  vertical-align: text-bottom;
  line-height: 22px;
  position: relative;
  top: -1px;
}
.list_header > div .item_link,
.list_item > div .item_link {
  margin-left: -1px;
  vertical-align: baseline;
  line-height: 22px;
}
[dir="rtl"] .list_item > div input {
  margin-right: 0;
}
.new-file input[type=checkbox] {
  visibility: hidden;
}
.item_name {
  line-height: 22px;
  height: 24px;
}
.item_icon {
  font-size: 14px;
  color: #5e5e5e;
  margin-right: 7px;
  margin-left: 7px;
  line-height: 22px;
  vertical-align: baseline;
}
.item_modified {
  margin-right: 7px;
  margin-left: 7px;
}
[dir="rtl"] .item_modified.pull-right {
  float: left !important;
  float: left;
}
.item_buttons {
  line-height: 1em;
  margin-left: -5px;
}
.item_buttons .btn,
.item_buttons .btn-group,
.item_buttons .input-group {
  float: left;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
  margin-left: 5px;
}
.item_buttons .btn {
  min-width: 13ex;
}
.item_buttons .running-indicator {
  padding-top: 4px;
  color: #5cb85c;
}
.item_buttons .kernel-name {
  padding-top: 4px;
  color: #5bc0de;
  margin-right: 7px;
  float: left;
}
[dir="rtl"] .item_buttons.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .item_buttons .kernel-name {
  margin-left: 7px;
  float: right;
}
.toolbar_info {
  height: 24px;
  line-height: 24px;
}
.list_item input:not([type=checkbox]) {
  padding-top: 3px;
  padding-bottom: 3px;
  height: 22px;
  line-height: 14px;
  margin: 0px;
}
.highlight_text {
  color: blue;
}
#project_name {
  display: inline-block;
  padding-left: 7px;
  margin-left: -2px;
}
#project_name > .breadcrumb {
  padding: 0px;
  margin-bottom: 0px;
  background-color: transparent;
  font-weight: bold;
}
.sort_button {
  display: inline-block;
  padding-left: 7px;
}
[dir="rtl"] .sort_button.pull-right {
  float: left !important;
  float: left;
}
#tree-selector {
  padding-right: 0px;
}
#button-select-all {
  min-width: 50px;
}
[dir="rtl"] #button-select-all.btn {
  float: right ;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
  margin-top: 2px;
  height: 16px;
}
[dir="rtl"] #select-all.pull-left {
  float: right !important;
  float: right;
}
.menu_icon {
  margin-right: 2px;
}
.tab-content .row {
  margin-left: 0px;
  margin-right: 0px;
}
.folder_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f114";
}
.folder_icon:before.fa-pull-left {
  margin-right: .3em;
}
.folder_icon:before.fa-pull-right {
  margin-left: .3em;
}
.folder_icon:before.pull-left {
  margin-right: .3em;
}
.folder_icon:before.pull-right {
  margin-left: .3em;
}
.notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
}
.notebook_icon:before.fa-pull-left {
  margin-right: .3em;
}
.notebook_icon:before.fa-pull-right {
  margin-left: .3em;
}
.notebook_icon:before.pull-left {
  margin-right: .3em;
}
.notebook_icon:before.pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
  color: #5cb85c;
}
.running_notebook_icon:before.fa-pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.fa-pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before.pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.pull-right {
  margin-left: .3em;
}
.file_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f016";
  position: relative;
  top: -2px;
}
.file_icon:before.fa-pull-left {
  margin-right: .3em;
}
.file_icon:before.fa-pull-right {
  margin-left: .3em;
}
.file_icon:before.pull-left {
  margin-right: .3em;
}
.file_icon:before.pull-right {
  margin-left: .3em;
}
#notebook_toolbar .pull-right {
  padding-top: 0px;
  margin-right: -1px;
}
ul#new-menu {
  left: auto;
  right: 0;
}
#new-menu .dropdown-header {
  font-size: 10px;
  border-bottom: 1px solid #e5e5e5;
  padding: 0 0 3px;
  margin: -3px 20px 0;
}
.kernel-menu-icon {
  padding-right: 12px;
  width: 24px;
  content: "\f096";
}
.kernel-menu-icon:before {
  content: "\f096";
}
.kernel-menu-icon-current:before {
  content: "\f00c";
}
#tab_content {
  padding-top: 20px;
}
#running .panel-group .panel {
  margin-top: 3px;
  margin-bottom: 1em;
}
#running .panel-group .panel .panel-heading {
  background-color: #EEE;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
#running .panel-group .panel .panel-heading a:focus,
#running .panel-group .panel .panel-heading a:hover {
  text-decoration: none;
}
#running .panel-group .panel .panel-body {
  padding: 0px;
}
#running .panel-group .panel .panel-body .list_container {
  margin-top: 0px;
  margin-bottom: 0px;
  border: 0px;
  border-radius: 0px;
}
#running .panel-group .panel .panel-body .list_container .list_item {
  border-bottom: 1px solid #ddd;
}
#running .panel-group .panel .panel-body .list_container .list_item:last-child {
  border-bottom: 0px;
}
.delete-button {
  display: none;
}
.duplicate-button {
  display: none;
}
.rename-button {
  display: none;
}
.move-button {
  display: none;
}
.download-button {
  display: none;
}
.shutdown-button {
  display: none;
}
.dynamic-instructions {
  display: inline-block;
  padding-top: 4px;
}
/*!
*
* IPython text editor webapp
*
*/
.selected-keymap i.fa {
  padding: 0px 5px;
}
.selected-keymap i.fa:before {
  content: "\f00c";
}
#mode-menu {
  overflow: auto;
  max-height: 20em;
}
.edit_app #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.edit_app #menubar .navbar {
  /* Use a negative 1 bottom margin, so the border overlaps the border of the
    header */
  margin-bottom: -1px;
}
.dirty-indicator {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator.pull-left {
  margin-right: .3em;
}
.dirty-indicator.pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-dirty.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty.pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-clean.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f00c";
}
.dirty-indicator-clean:before.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.pull-right {
  margin-left: .3em;
}
#filename {
  font-size: 16pt;
  display: table;
  padding: 0px 5px;
}
#current-mode {
  padding-left: 5px;
  padding-right: 5px;
}
#texteditor-backdrop {
  padding-top: 20px;
  padding-bottom: 20px;
}
@media not print {
  #texteditor-backdrop {
    background-color: #EEE;
  }
}
@media print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container {
    padding: 0px;
    background-color: #fff;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
.CodeMirror-dialog {
  background-color: #fff;
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI escape sequences */
/* The color values are a mix of
   http://www.xcolors.net/dl/baskerville-ivorylight and
   http://www.xcolors.net/dl/euphrasia */
.ansi-black-fg {
  color: #3E424D;
}
.ansi-black-bg {
  background-color: #3E424D;
}
.ansi-black-intense-fg {
  color: #282C36;
}
.ansi-black-intense-bg {
  background-color: #282C36;
}
.ansi-red-fg {
  color: #E75C58;
}
.ansi-red-bg {
  background-color: #E75C58;
}
.ansi-red-intense-fg {
  color: #B22B31;
}
.ansi-red-intense-bg {
  background-color: #B22B31;
}
.ansi-green-fg {
  color: #00A250;
}
.ansi-green-bg {
  background-color: #00A250;
}
.ansi-green-intense-fg {
  color: #007427;
}
.ansi-green-intense-bg {
  background-color: #007427;
}
.ansi-yellow-fg {
  color: #DDB62B;
}
.ansi-yellow-bg {
  background-color: #DDB62B;
}
.ansi-yellow-intense-fg {
  color: #B27D12;
}
.ansi-yellow-intense-bg {
  background-color: #B27D12;
}
.ansi-blue-fg {
  color: #208FFB;
}
.ansi-blue-bg {
  background-color: #208FFB;
}
.ansi-blue-intense-fg {
  color: #0065CA;
}
.ansi-blue-intense-bg {
  background-color: #0065CA;
}
.ansi-magenta-fg {
  color: #D160C4;
}
.ansi-magenta-bg {
  background-color: #D160C4;
}
.ansi-magenta-intense-fg {
  color: #A03196;
}
.ansi-magenta-intense-bg {
  background-color: #A03196;
}
.ansi-cyan-fg {
  color: #60C6C8;
}
.ansi-cyan-bg {
  background-color: #60C6C8;
}
.ansi-cyan-intense-fg {
  color: #258F8F;
}
.ansi-cyan-intense-bg {
  background-color: #258F8F;
}
.ansi-white-fg {
  color: #C5C1B4;
}
.ansi-white-bg {
  background-color: #C5C1B4;
}
.ansi-white-intense-fg {
  color: #A1A6B2;
}
.ansi-white-intense-bg {
  background-color: #A1A6B2;
}
.ansi-default-inverse-fg {
  color: #FFFFFF;
}
.ansi-default-inverse-bg {
  background-color: #000000;
}
.ansi-bold {
  font-weight: bold;
}
.ansi-underline {
  text-decoration: underline;
}
/* The following styles are deprecated an will be removed in a future version */
.ansibold {
  font-weight: bold;
}
.ansi-inverse {
  outline: 0.5px dotted;
}
/* use dark versions for foreground, to improve visibility */
.ansiblack {
  color: black;
}
.ansired {
  color: darkred;
}
.ansigreen {
  color: darkgreen;
}
.ansiyellow {
  color: #c4a000;
}
.ansiblue {
  color: darkblue;
}
.ansipurple {
  color: darkviolet;
}
.ansicyan {
  color: steelblue;
}
.ansigray {
  color: gray;
}
/* and light for background, for the same reason */
.ansibgblack {
  background-color: black;
}
.ansibgred {
  background-color: red;
}
.ansibggreen {
  background-color: green;
}
.ansibgyellow {
  background-color: yellow;
}
.ansibgblue {
  background-color: blue;
}
.ansibgpurple {
  background-color: magenta;
}
.ansibgcyan {
  background-color: cyan;
}
.ansibggray {
  background-color: gray;
}
div.cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-radius: 2px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  border-width: 1px;
  border-style: solid;
  border-color: transparent;
  width: 100%;
  padding: 5px;
  /* This acts as a spacer between cells, that is outside the border */
  margin: 0px;
  outline: none;
  position: relative;
  overflow: visible;
}
div.cell:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: transparent;
}
div.cell.jupyter-soft-selected {
  border-left-color: #E3F2FD;
  border-left-width: 1px;
  padding-left: 5px;
  border-right-color: #E3F2FD;
  border-right-width: 1px;
  background: #E3F2FD;
}
@media print {
  div.cell.jupyter-soft-selected {
    border-color: transparent;
  }
}
div.cell.selected,
div.cell.selected.jupyter-soft-selected {
  border-color: #ababab;
}
div.cell.selected:before,
div.cell.selected.jupyter-soft-selected:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: #42A5F5;
}
@media print {
  div.cell.selected,
  div.cell.selected.jupyter-soft-selected {
    border-color: transparent;
  }
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
}
.edit_mode div.cell.selected:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: #66BB6A;
}
@media print {
  .edit_mode div.cell.selected {
    border-color: transparent;
  }
}
.prompt {
  /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
  min-width: 14ex;
  /* This padding is tuned to match the padding on the CodeMirror editor. */
  padding: 0.4em;
  margin: 0px;
  font-family: monospace;
  text-align: right;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
  /* Don't highlight prompt number selection */
  -webkit-touch-callout: none;
  -webkit-user-select: none;
  -khtml-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
  /* Use default cursor */
  cursor: default;
}
@media (max-width: 540px) {
  .prompt {
    text-align: left;
  }
}
div.inner_cell {
  min-width: 0;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_area {
  border: 1px solid #cfcfcf;
  border-radius: 2px;
  background: #f7f7f7;
  line-height: 1.21429em;
}
/* This is needed so that empty prompt areas can collapse to zero height when there
   is no content in the output_subarea and the prompt. The main purpose of this is
   to make sure that empty JavaScript output_subareas have no height. */
div.prompt:empty {
  padding-top: 0;
  padding-bottom: 0;
}
div.unrecognized_cell {
  padding: 5px 5px 5px 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.unrecognized_cell .inner_cell {
  border-radius: 2px;
  padding: 5px;
  font-weight: bold;
  color: red;
  border: 1px solid #cfcfcf;
  background: #eaeaea;
}
div.unrecognized_cell .inner_cell a {
  color: inherit;
  text-decoration: none;
}
div.unrecognized_cell .inner_cell a:hover {
  color: inherit;
  text-decoration: none;
}
@media (max-width: 540px) {
  div.unrecognized_cell > div.prompt {
    display: none;
  }
}
div.code_cell {
  /* avoid page breaking on code cells when printing */
}
@media print {
  div.code_cell {
    page-break-inside: avoid;
  }
}
/* any special styling for code cells that are currently running goes here */
div.input {
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.input {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_prompt {
  color: #303F9F;
  border-top: 1px solid transparent;
}
div.input_area > div.highlight {
  margin: 0.4em;
  border: none;
  padding: 0px;
  background-color: transparent;
}
div.input_area > div.highlight > pre {
  margin: 0px;
  border: none;
  padding: 0px;
  background-color: transparent;
}
/* The following gets added to the <head> if it is detected that the user has a
 * monospace font with inconsistent normal/bold/italic height.  See
 * notebookmain.js.  Such fonts will have keywords vertically offset with
 * respect to the rest of the text.  The user should select a better font.
 * See: https://github.com/ipython/ipython/issues/1503
 *
 * .CodeMirror span {
 *      vertical-align: bottom;
 * }
 */
.CodeMirror {
  line-height: 1.21429em;
  /* Changed from 1em to our global default */
  font-size: 14px;
  height: auto;
  /* Changed to auto to autogrow */
  background: none;
  /* Changed from white to allow our bg to show through */
}
.CodeMirror-scroll {
  /*  The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
  /*  We have found that if it is visible, vertical scrollbars appear with font size changes.*/
  overflow-y: hidden;
  overflow-x: auto;
}
.CodeMirror-lines {
  /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
  /* we have set a different line-height and want this to scale with that. */
  /* Note that this should set vertical padding only, since CodeMirror assumes
       that horizontal padding will be set on CodeMirror pre */
  padding: 0.4em 0;
}
.CodeMirror-linenumber {
  padding: 0 8px 0 4px;
}
.CodeMirror-gutters {
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.CodeMirror pre {
  /* In CM3 this went to 4px from 0 in CM2. This sets horizontal padding only,
    use .CodeMirror-lines for vertical */
  padding: 0 0.4em;
  border: 0;
  border-radius: 0;
}
.CodeMirror-cursor {
  border-left: 1.4px solid black;
}
@media screen and (min-width: 2138px) and (max-width: 4319px) {
  .CodeMirror-cursor {
    border-left: 2px solid black;
  }
}
@media screen and (min-width: 4320px) {
  .CodeMirror-cursor {
    border-left: 4px solid black;
  }
}
/*

Original style from softwaremaniacs.org (c) Ivan Sagalaev <Maniac@SoftwareManiacs.Org>
Adapted from GitHub theme

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
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<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
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.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
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.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
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<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.ansi-black-fg { color: #3E424D; }
.ansi-black-bg { background-color: #3E424D; }
.ansi-black-intense-fg { color: #282C36; }
.ansi-black-intense-bg { background-color: #282C36; }
.ansi-red-fg { color: #E75C58; }
.ansi-red-bg { background-color: #E75C58; }
.ansi-red-intense-fg { color: #B22B31; }
.ansi-red-intense-bg { background-color: #B22B31; }
.ansi-green-fg { color: #00A250; }
.ansi-green-bg { background-color: #00A250; }
.ansi-green-intense-fg { color: #007427; }
.ansi-green-intense-bg { background-color: #007427; }
.ansi-yellow-fg { color: #DDB62B; }
.ansi-yellow-bg { background-color: #DDB62B; }
.ansi-yellow-intense-fg { color: #B27D12; }
.ansi-yellow-intense-bg { background-color: #B27D12; }
.ansi-blue-fg { color: #208FFB; }
.ansi-blue-bg { background-color: #208FFB; }
.ansi-blue-intense-fg { color: #0065CA; }
.ansi-blue-intense-bg { background-color: #0065CA; }
.ansi-magenta-fg { color: #D160C4; }
.ansi-magenta-bg { background-color: #D160C4; }
.ansi-magenta-intense-fg { color: #A03196; }
.ansi-magenta-intense-bg { background-color: #A03196; }
.ansi-cyan-fg { color: #60C6C8; }
.ansi-cyan-bg { background-color: #60C6C8; }
.ansi-cyan-intense-fg { color: #258F8F; }
.ansi-cyan-intense-bg { background-color: #258F8F; }
.ansi-white-fg { color: #C5C1B4; }
.ansi-white-bg { background-color: #C5C1B4; }
.ansi-white-intense-fg { color: #A1A6B2; }
.ansi-white-intense-bg { background-color: #A1A6B2; }

.ansi-bold { font-weight: bold; }

    </style>
<style type="text/css">
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<h1 id="Project:-Wrangling-and-Analyze-Data">Project: Wrangling and Analyze Data<a class="anchor-link" href="#Project:-Wrangling-and-Analyze-Data">&#182;</a></h1>
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<h2 id="Data-Gathering">Data Gathering<a class="anchor-link" href="#Data-Gathering">&#182;</a></h2>
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<h3 id="Directly-downloading-the-WeRateDogs-Twitter-archive-data-(twitter_archive_enhanced.csv)">Directly downloading the WeRateDogs Twitter archive data (twitter_archive_enhanced.csv)<a class="anchor-link" href="#Directly-downloading-the-WeRateDogs-Twitter-archive-data-(twitter_archive_enhanced.csv)">&#182;</a></h3>
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<p><strong><em>Importing the necessary libraries for the project</em></strong></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">datetime</span>
<span class="kn">import</span> <span class="nn">seaborn</span>
<span class="kn">import</span> <span class="nn">requests</span>
<span class="kn">import</span> <span class="nn">bs4</span>
<span class="kn">from</span> <span class="nn">bs4</span> <span class="k">import</span> <span class="n">BeautifulSoup</span>
<span class="kn">import</span> <span class="nn">tweepy</span>
<span class="kn">from</span> <span class="nn">tweepy</span> <span class="k">import</span> <span class="n">OAuthHandler</span>
<span class="kn">import</span> <span class="nn">json</span>
<span class="kn">from</span> <span class="nn">timeit</span> <span class="k">import</span> <span class="n">default_timer</span> <span class="k">as</span> <span class="n">timer</span>
<span class="kn">import</span> <span class="nn">copy</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Downloading and loading the &quot;twitter_archive_enhanced.csv&quot; directly</span>
<span class="n">df_1</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">&quot;twitter_archive_enhanced.csv&quot;</span><span class="p">)</span>
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<h3 id="Using-the-Requests-library-to-download-the-tweet-image-prediction-(image_predictions.tsv)">Using the Requests library to download the tweet image prediction (image_predictions.tsv)<a class="anchor-link" href="#Using-the-Requests-library-to-download-the-tweet-image-prediction-(image_predictions.tsv)">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">url</span> <span class="o">=</span> <span class="s2">&quot; https://d17h27t6h515a5.cloudfront.net/topher/2017/August/599fd2ad_image-predictions/image-predictions.tsv&quot;</span>
<span class="n">response</span> <span class="o">=</span> <span class="n">requests</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">url</span><span class="p">)</span>
<span class="c1">#Saving to File</span>
<span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="s2">&quot;image-predictions.tsv&quot;</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s2">&quot;wb&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">file</span><span class="p">:</span>
    <span class="n">file</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="n">response</span><span class="o">.</span><span class="n">content</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Creating a dataframe &quot;df_2&quot; using the downloaded file</span>
<span class="n">df_2</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">&quot;image-predictions.tsv&quot;</span><span class="p">,</span> <span class="n">sep</span><span class="o">=</span><span class="s1">&#39;</span><span class="se">\t</span><span class="s1">&#39;</span><span class="p">)</span>
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<h3 id="Using-the-Tweepy-library-to-query-additional-data-via-the-Twitter-API-(tweet_json.txt)">Using the Tweepy library to query additional data via the Twitter API (tweet_json.txt)<a class="anchor-link" href="#Using-the-Tweepy-library-to-query-additional-data-via-the-Twitter-API-(tweet_json.txt)">&#182;</a></h3>
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<h1 id="Querying-the-Twitter-API-for-each-tweet-in-the-Twitter-archive-and-save-JSON-in-a-text-file">Querying the Twitter API for each tweet in the Twitter archive and save JSON in a text file<a class="anchor-link" href="#Querying-the-Twitter-API-for-each-tweet-in-the-Twitter-archive-and-save-JSON-in-a-text-file">&#182;</a></h1><h1 id="These-are-hidden-to-comply-with-Twitter's-API-terms-and-conditions">These are hidden to comply with Twitter's API terms and conditions<a class="anchor-link" href="#These-are-hidden-to-comply-with-Twitter's-API-terms-and-conditions">&#182;</a></h1><p>consumer_key = 'Hidden'
consumer_secret = 'Hidden'
access_token = 'Hidden'
access_secret = 'Hidden'</p>
<p>auth = OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_secret)</p>
<p>api = tweepy.API(auth, wait_on_rate_limit=True)</p>
<h1 id="df_1-is-a-DataFrame-with-the-twitter_archive_enhanced.csv-file.">df_1 is a DataFrame with the twitter_archive_enhanced.csv file.<a class="anchor-link" href="#df_1-is-a-DataFrame-with-the-twitter_archive_enhanced.csv-file.">&#182;</a></h1><h1 id="NOTE-TO-REVIEWER:-this-student-had-mobile-verification-issues-so-the-following">NOTE TO REVIEWER: this student had mobile verification issues so the following<a class="anchor-link" href="#NOTE-TO-REVIEWER:-this-student-had-mobile-verification-issues-so-the-following">&#182;</a></h1><h1 id="Twitter-API-code-was-sent-to-this-student-from-a-Udacity-instructor">Twitter API code was sent to this student from a Udacity instructor<a class="anchor-link" href="#Twitter-API-code-was-sent-to-this-student-from-a-Udacity-instructor">&#182;</a></h1><h1 id="Tweet-IDs-for-which-to-gather-additional-data-via-Twitter's-API">Tweet IDs for which to gather additional data via Twitter's API<a class="anchor-link" href="#Tweet-IDs-for-which-to-gather-additional-data-via-Twitter's-API">&#182;</a></h1><p>tweet_ids = df_1.tweet_id.values
len(tweet_ids)</p>
<h1 id="Query-Twitter's-API-for-JSON-data-for-each-tweet-ID-in-the-Twitter-archive">Query Twitter's API for JSON data for each tweet ID in the Twitter archive<a class="anchor-link" href="#Query-Twitter's-API-for-JSON-data-for-each-tweet-ID-in-the-Twitter-archive">&#182;</a></h1><p>count = 0
fails_dict = {}
start = timer()</p>
<h1 id="Save-each-tweet's-returned-JSON-as-a-new-line-in-a-.txt-file">Save each tweet's returned JSON as a new line in a .txt file<a class="anchor-link" href="#Save-each-tweet's-returned-JSON-as-a-new-line-in-a-.txt-file">&#182;</a></h1><p>with open('tweet_json.txt', 'w') as outfile:</p>

<pre><code># This loop will likely take 20-30 minutes to run because of Twitter's rate limit
for tweet_id in tweet_ids:
    count += 1
    print(str(count) + ": " + str(tweet_id))
    try:
        tweet = api.get_status(tweet_id, tweet_mode='extended')
        print("Success")
        json.dump(tweet._json, outfile)
        outfile.write('\n')
    except tweepy.TweepError as e:
        print("Fail")
        fails_dict[tweet_id] = e
        pass
</code></pre>
<p>end = timer()
print(end - start)
print(fails_dict)</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Forming a dataframe with the &quot;tweet_json.txt&quot; file</span>
<span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="s2">&quot;tweet_json.txt&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
    <span class="n">lines</span> <span class="o">=</span> <span class="n">f</span><span class="o">.</span><span class="n">readlines</span><span class="p">()</span>
<span class="n">df_list</span> <span class="o">=</span> <span class="p">[]</span>
<span class="k">for</span> <span class="n">line</span> <span class="ow">in</span> <span class="n">lines</span><span class="p">:</span>
    <span class="n">df_list</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">line</span><span class="p">))</span>
<span class="n">df_new</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">df_list</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Filtering the dataframe to form a dataframe with the needed columns</span>
<span class="n">df_3</span> <span class="o">=</span> <span class="n">df_new</span><span class="o">.</span><span class="n">filter</span><span class="p">([</span><span class="s2">&quot;id&quot;</span><span class="p">,</span> <span class="s2">&quot;created_at&quot;</span><span class="p">,</span> <span class="s2">&quot;favorite_count&quot;</span><span class="p">,</span> <span class="s2">&quot;retweet_count&quot;</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
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<h2 id="ASSESSING">ASSESSING<a class="anchor-link" href="#ASSESSING">&#182;</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Loading few lines from the dataframe &quot;df_1&quot;</span>
<span class="n">df_1</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>in_reply_to_status_id</th>
      <th>in_reply_to_user_id</th>
      <th>timestamp</th>
      <th>source</th>
      <th>text</th>
      <th>retweeted_status_id</th>
      <th>retweeted_status_user_id</th>
      <th>retweeted_status_timestamp</th>
      <th>expanded_urls</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
      <th>name</th>
      <th>doggo</th>
      <th>floofer</th>
      <th>pupper</th>
      <th>puppo</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>892420643555336193</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-08-01 16:23:56 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Phineas. He's a mystical boy. Only eve...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/892420643...</td>
      <td>13</td>
      <td>10</td>
      <td>Phineas</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <th>1</th>
      <td>892177421306343426</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-08-01 00:17:27 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Tilly. She's just checking pup on you....</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/892177421...</td>
      <td>13</td>
      <td>10</td>
      <td>Tilly</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <th>2</th>
      <td>891815181378084864</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-31 00:18:03 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Archie. He is a rare Norwegian Pouncin...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891815181...</td>
      <td>12</td>
      <td>10</td>
      <td>Archie</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <th>3</th>
      <td>891689557279858688</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-30 15:58:51 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Darla. She commenced a snooze mid meal...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891689557...</td>
      <td>13</td>
      <td>10</td>
      <td>Darla</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <th>4</th>
      <td>891327558926688256</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-29 16:00:24 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Franklin. He would like you to stop ca...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891327558...</td>
      <td>12</td>
      <td>10</td>
      <td>Franklin</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
  </tbody>
</table>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Getting information about df_1</span>
<span class="n">df_1</span><span class="o">.</span><span class="n">info</span><span class="p">()</span>
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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 2356 entries, 0 to 2355
Data columns (total 17 columns):
tweet_id                      2356 non-null int64
in_reply_to_status_id         78 non-null float64
in_reply_to_user_id           78 non-null float64
timestamp                     2356 non-null object
source                        2356 non-null object
text                          2356 non-null object
retweeted_status_id           181 non-null float64
retweeted_status_user_id      181 non-null float64
retweeted_status_timestamp    181 non-null object
expanded_urls                 2297 non-null object
rating_numerator              2356 non-null int64
rating_denominator            2356 non-null int64
name                          2356 non-null object
doggo                         2356 non-null object
floofer                       2356 non-null object
pupper                        2356 non-null object
puppo                         2356 non-null object
dtypes: float64(4), int64(3), object(10)
memory usage: 313.0+ KB
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Getting the shape of the dataset</span>
<span class="n">df_1</span><span class="o">.</span><span class="n">shape</span>
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<pre>(2356, 17)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Getting the full description of the dataset</span>
<span class="n">df_1</span><span class="o">.</span><span class="n">describe</span><span class="p">()</span>
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<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>in_reply_to_status_id</th>
      <th>in_reply_to_user_id</th>
      <th>retweeted_status_id</th>
      <th>retweeted_status_user_id</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>count</th>
      <td>2.356000e+03</td>
      <td>7.800000e+01</td>
      <td>7.800000e+01</td>
      <td>1.810000e+02</td>
      <td>1.810000e+02</td>
      <td>2356.000000</td>
      <td>2356.000000</td>
    </tr>
    <tr>
      <th>mean</th>
      <td>7.427716e+17</td>
      <td>7.455079e+17</td>
      <td>2.014171e+16</td>
      <td>7.720400e+17</td>
      <td>1.241698e+16</td>
      <td>13.126486</td>
      <td>10.455433</td>
    </tr>
    <tr>
      <th>std</th>
      <td>6.856705e+16</td>
      <td>7.582492e+16</td>
      <td>1.252797e+17</td>
      <td>6.236928e+16</td>
      <td>9.599254e+16</td>
      <td>45.876648</td>
      <td>6.745237</td>
    </tr>
    <tr>
      <th>min</th>
      <td>6.660209e+17</td>
      <td>6.658147e+17</td>
      <td>1.185634e+07</td>
      <td>6.661041e+17</td>
      <td>7.832140e+05</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>25%</th>
      <td>6.783989e+17</td>
      <td>6.757419e+17</td>
      <td>3.086374e+08</td>
      <td>7.186315e+17</td>
      <td>4.196984e+09</td>
      <td>10.000000</td>
      <td>10.000000</td>
    </tr>
    <tr>
      <th>50%</th>
      <td>7.196279e+17</td>
      <td>7.038708e+17</td>
      <td>4.196984e+09</td>
      <td>7.804657e+17</td>
      <td>4.196984e+09</td>
      <td>11.000000</td>
      <td>10.000000</td>
    </tr>
    <tr>
      <th>75%</th>
      <td>7.993373e+17</td>
      <td>8.257804e+17</td>
      <td>4.196984e+09</td>
      <td>8.203146e+17</td>
      <td>4.196984e+09</td>
      <td>12.000000</td>
      <td>10.000000</td>
    </tr>
    <tr>
      <th>max</th>
      <td>8.924206e+17</td>
      <td>8.862664e+17</td>
      <td>8.405479e+17</td>
      <td>8.874740e+17</td>
      <td>7.874618e+17</td>
      <td>1776.000000</td>
      <td>170.000000</td>
    </tr>
  </tbody>
</table>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Getting the value counts of the column &quot;rating_numerator&quot;</span>
<span class="n">df_1</span><span class="o">.</span><span class="n">rating_numerator</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>12      558
11      464
10      461
13      351
9       158
8       102
7        55
14       54
5        37
6        32
3        19
4        17
1         9
2         9
420       2
0         2
15        2
75        2
80        1
20        1
24        1
26        1
44        1
50        1
60        1
165       1
84        1
88        1
144       1
182       1
143       1
666       1
960       1
1776      1
17        1
27        1
45        1
99        1
121       1
204       1
Name: rating_numerator, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Getting the value count of the column &quot;rating_denominator&quot;</span>
<span class="n">df_1</span><span class="o">.</span><span class="n">rating_denominator</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>10     2333
11        3
50        3
80        2
20        2
2         1
16        1
40        1
70        1
15        1
90        1
110       1
120       1
130       1
150       1
170       1
7         1
0         1
Name: rating_denominator, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Sorting the timestamp to check if the date goes beyond &quot;2017-08-01&quot;</span>
<span class="n">df_1</span><span class="o">.</span><span class="n">timestamp</span><span class="o">.</span><span class="n">sort_values</span><span class="p">()</span>
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<pre>2355    2015-11-15 22:32:08 +0000
2354    2015-11-15 23:05:30 +0000
2353    2015-11-15 23:21:54 +0000
2352    2015-11-16 00:04:52 +0000
2351    2015-11-16 00:24:50 +0000
2350    2015-11-16 00:30:50 +0000
2349    2015-11-16 00:35:11 +0000
2348    2015-11-16 00:49:46 +0000
2347    2015-11-16 00:55:59 +0000
2346    2015-11-16 01:01:59 +0000
2345    2015-11-16 01:22:45 +0000
2344    2015-11-16 01:52:02 +0000
2343    2015-11-16 01:59:36 +0000
2342    2015-11-16 02:38:37 +0000
2341    2015-11-16 03:22:39 +0000
2340    2015-11-16 03:44:34 +0000
2339    2015-11-16 03:55:04 +0000
2338    2015-11-16 04:02:55 +0000
2337    2015-11-16 14:57:41 +0000
2336    2015-11-16 15:14:19 +0000
2335    2015-11-16 16:11:11 +0000
2334    2015-11-16 16:37:02 +0000
2333    2015-11-16 19:31:45 +0000
2332    2015-11-16 20:01:42 +0000
2331    2015-11-16 20:32:58 +0000
2330    2015-11-16 21:10:36 +0000
2329    2015-11-16 21:54:18 +0000
2328    2015-11-16 23:23:41 +0000
2327    2015-11-17 00:06:54 +0000
2326    2015-11-17 00:24:19 +0000
                  ...            
29      2017-07-15 23:25:31 +0000
28      2017-07-16 20:14:00 +0000
27      2017-07-16 23:58:41 +0000
26      2017-07-17 16:17:36 +0000
25      2017-07-18 00:07:08 +0000
24      2017-07-18 16:08:03 +0000
23      2017-07-19 00:47:34 +0000
22      2017-07-19 03:39:09 +0000
21      2017-07-19 16:06:48 +0000
20      2017-07-20 16:49:33 +0000
19      2017-07-21 01:02:36 +0000
18      2017-07-22 00:23:06 +0000
17      2017-07-22 16:56:37 +0000
16      2017-07-23 00:22:39 +0000
15      2017-07-24 00:19:32 +0000
14      2017-07-24 17:02:04 +0000
13      2017-07-25 00:10:02 +0000
12      2017-07-25 01:55:32 +0000
11      2017-07-25 16:11:53 +0000
10      2017-07-26 00:31:25 +0000
9       2017-07-26 15:59:51 +0000
8       2017-07-27 16:25:51 +0000
7       2017-07-28 00:22:40 +0000
6       2017-07-28 16:27:12 +0000
5       2017-07-29 00:08:17 +0000
4       2017-07-29 16:00:24 +0000
3       2017-07-30 15:58:51 +0000
2       2017-07-31 00:18:03 +0000
1       2017-08-01 00:17:27 +0000
0       2017-08-01 16:23:56 +0000
Name: timestamp, Length: 2356, dtype: object</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Getting the list of columns in the dataset</span>
<span class="nb">list</span><span class="p">(</span><span class="n">df_1</span><span class="p">)</span>
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<pre>[&#39;tweet_id&#39;,
 &#39;in_reply_to_status_id&#39;,
 &#39;in_reply_to_user_id&#39;,
 &#39;timestamp&#39;,
 &#39;source&#39;,
 &#39;text&#39;,
 &#39;retweeted_status_id&#39;,
 &#39;retweeted_status_user_id&#39;,
 &#39;retweeted_status_timestamp&#39;,
 &#39;expanded_urls&#39;,
 &#39;rating_numerator&#39;,
 &#39;rating_denominator&#39;,
 &#39;name&#39;,
 &#39;doggo&#39;,
 &#39;floofer&#39;,
 &#39;pupper&#39;,
 &#39;puppo&#39;]</pre>
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<span class="n">df_1</span><span class="o">.</span><span class="n">isnull</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
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<pre>tweet_id                         0
in_reply_to_status_id         2278
in_reply_to_user_id           2278
timestamp                        0
source                           0
text                             0
retweeted_status_id           2175
retweeted_status_user_id      2175
retweeted_status_timestamp    2175
expanded_urls                   59
rating_numerator                 0
rating_denominator               0
name                             0
doggo                            0
floofer                          0
pupper                           0
puppo                            0
dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Checking for duplicates</span>
<span class="n">df_1</span><span class="o">.</span><span class="n">duplicated</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
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<pre>0</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Accessing the value counts of the &quot;name&quot; column</span>
<span class="n">df_1</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>None        745
a            55
Charlie      12
Cooper       11
Oliver       11
Lucy         11
Lola         10
Tucker       10
Penny        10
Winston       9
Bo            9
Sadie         8
the           8
an            7
Buddy         7
Bailey        7
Daisy         7
Toby          7
Dave          6
Rusty         6
Koda          6
Oscar         6
Scout         6
Leo           6
Jack          6
Milo          6
Jax           6
Bella         6
Stanley       6
Chester       5
           ... 
Socks         1
Sid           1
Aubie         1
Colin         1
Georgie       1
Vinnie        1
Lolo          1
Gòrdón        1
Vinscent      1
Harry         1
Venti         1
Marq          1
Antony        1
Clyde         1
Daniel        1
Ziva          1
Acro          1
Travis        1
Gin           1
Sailer        1
Tycho         1
Laela         1
Ozzie         1
Murphy        1
Creg          1
Raphael       1
Noosh         1
Humphrey      1
Major         1
Einstein      1
Name: name, Length: 957, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">for</span> <span class="n">text</span> <span class="ow">in</span> <span class="n">df_1</span><span class="p">[</span><span class="s2">&quot;text&quot;</span><span class="p">]:</span>
    <span class="nb">print</span><span class="p">(</span><span class="n">text</span><span class="p">)</span>
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<pre>This is Phineas. He&#39;s a mystical boy. Only ever appears in the hole of a donut. 13/10 https://t.co/MgUWQ76dJU
This is Tilly. She&#39;s just checking pup on you. Hopes you&#39;re doing ok. If not, she&#39;s available for pats, snugs, boops, the whole bit. 13/10 https://t.co/0Xxu71qeIV
This is Archie. He is a rare Norwegian Pouncing Corgo. Lives in the tall grass. You never know when one may strike. 12/10 https://t.co/wUnZnhtVJB
This is Darla. She commenced a snooze mid meal. 13/10 happens to the best of us https://t.co/tD36da7qLQ
This is Franklin. He would like you to stop calling him &#34;cute.&#34; He is a very fierce shark and should be respected as such. 12/10 #BarkWeek https://t.co/AtUZn91f7f
Here we have a majestic great white breaching off South Africa&#39;s coast. Absolutely h*ckin breathtaking. 13/10 (IG: tucker_marlo) #BarkWeek https://t.co/kQ04fDDRmh
Meet Jax. He enjoys ice cream so much he gets nervous around it. 13/10 help Jax enjoy more things by clicking below

https://t.co/Zr4hWfAs1H https://t.co/tVJBRMnhxl
When you watch your owner call another dog a good boy but then they turn back to you and say you&#39;re a great boy. 13/10 https://t.co/v0nONBcwxq
This is Zoey. She doesn&#39;t want to be one of the scary sharks. Just wants to be a snuggly pettable boatpet. 13/10 #BarkWeek https://t.co/9TwLuAGH0b
This is Cassie. She is a college pup. Studying international doggo communication and stick theory. 14/10 so elegant much sophisticate https://t.co/t1bfwz5S2A
This is Koda. He is a South Australian deckshark. Deceptively deadly. Frighteningly majestic. 13/10 would risk a petting #BarkWeek https://t.co/dVPW0B0Mme
This is Bruno. He is a service shark. Only gets out of the water to assist you. 13/10 terrifyingly good boy https://t.co/u1XPQMl29g
Here&#39;s a puppo that seems to be on the fence about something haha no but seriously someone help her. 13/10 https://t.co/BxvuXk0UCm
This is Ted. He does his best. Sometimes that&#39;s not enough. But it&#39;s ok. 12/10 would assist https://t.co/f8dEDcrKSR
This is Stuart. He&#39;s sporting his favorite fanny pack. Secretly filled with bones only. 13/10 puppared puppo #BarkWeek https://t.co/y70o6h3isq
This is Oliver. You&#39;re witnessing one of his many brutal attacks. Seems to be playing with his victim. 13/10 fr*ckin frightening #BarkWeek https://t.co/WpHvrQedPb
This is Jim. He found a fren. Taught him how to sit like the good boys. 12/10 for both https://t.co/chxruIOUJN
This is Zeke. He has a new stick. Very proud of it. Would like you to throw it for him without taking it. 13/10 would do my best https://t.co/HTQ77yNQ5K
This is Ralphus. He&#39;s powering up. Attempting maximum borkdrive. 13/10 inspirational af https://t.co/YnYAFCTTiK
RT @dog_rates: This is Canela. She attempted some fancy porch pics. They were unsuccessful. 13/10 someone help her https://t.co/cLyzpcUcMX
This is Gerald. He was just told he didn&#39;t get the job he interviewed for. A h*ckin injustice. 12/10 didn&#39;t want the job anyway https://t.co/DK7iDPfuRX
This is Jeffrey. He has a monopoly on the pool noodles. Currently running a &#39;boop for two&#39; midweek sale. 13/10 h*ckin strategic https://t.co/PhrUk20Q64
I&#39;ve yet to rate a Venezuelan Hover Wiener. This is such an honor. 14/10 paw-inspiring af (IG: roxy.thedoxy) https://t.co/20VrLAA8ba
This is Canela. She attempted some fancy porch pics. They were unsuccessful. 13/10 someone help her https://t.co/cLyzpcUcMX
You may not have known you needed to see this today. 13/10 please enjoy (IG: emmylouroo) https://t.co/WZqNqygEyV
This... is a Jubilant Antarctic House Bear. We only rate dogs. Please only send dogs. Thank you... 12/10 would suffocate in floof https://t.co/4Ad1jzJSdp
This is Maya. She&#39;s very shy. Rarely leaves her cup. 13/10 would find her an environment to thrive in https://t.co/I6oNy0CgiT
This is Mingus. He&#39;s a wonderful father to his smol pup. Confirmed 13/10, but he needs your help

https://t.co/bVi0Yr4Cff https://t.co/ISvKOSkd5b
This is Derek. He&#39;s late for a dog meeting. 13/10 pet...al to the metal https://t.co/BCoWue0abA
This is Roscoe. Another pupper fallen victim to spontaneous tongue ejections. Get the BlepiPen immediate. 12/10 deep breaths Roscoe https://t.co/RGE08MIJox
@NonWhiteHat @MayhewMayhem omg hello tanner you are a scary good boy 12/10 would pet with extreme caution
This is Waffles. His doggles are pupside down. Unsure how to fix. 13/10 someone assist Waffles https://t.co/xZDA9Qsq1O
RT @Athletics: 12/10 #BATP https://t.co/WxwJmvjfxo
Viewer discretion advised. This is Jimbo. He will rip ur finger right h*ckin off. Other dog clearly an accessory. 12/10 pls pet with caution https://t.co/BuveP0uMF1
This is Maisey. She fell asleep mid-excavation. Happens to the best of us. 13/10 would pat noggin approvingly https://t.co/tp1kQ8i9JF
I have a new hero and his name is Howard. 14/10 https://t.co/gzLHboL7Sk
RT @dog_rates: This is Lilly. She just parallel barked. Kindly requests a reward now. 13/10 would pet so well https://t.co/SATN4If5H5
Here we have a corgi undercover as a malamute. Pawbably doing important investigative work. Zero control over tongue happenings. 13/10 https://t.co/44ItaMubBf
This is Earl. He found a hat. Nervous about what you think of it. 12/10 it&#39;s delightful, Earl https://t.co/MYJvdlNRVa
This is Lola. It&#39;s her first time outside. Must test the earth and taste the atmosphere. 13/10 you&#39;re doing great Lola https://t.co/74TKAUsLkO
This is Kevin. He&#39;s just so happy. 13/10 what is your secret Kevin https://t.co/1r4MFCbCX5
I present to you, Pup in Hat. Pup in Hat is great for all occasions. Extremely versatile. Compact as h*ck. 14/10 (IG: itselizabethgales) https://t.co/vvBOcC2VdC
OMG HE DIDN&#39;T MEAN TO HE WAS JUST TRYING A LITTLE BARKOUR HE&#39;S SUPER SORRY 13/10 WOULD FORGIVE IMMEDIATE https://t.co/uF3pQ8Wubj
Meet Yogi. He doesn&#39;t have any important dog meetings today he just enjoys looking his best at all times. 12/10 for dangerously dapper doggo https://t.co/YSI00BzTBZ
This is Noah. He can&#39;t believe someone made this mess. Got the vacuum out for you though. Offered to help clean pup. 12/10 super good boy https://t.co/V85xujjDDY
This is Bella. She hopes her smile made you smile. If not, she is also offering you her favorite monkey. 13.5/10 https://t.co/qjrljjt948
Meet Grizzwald. He may be the floofiest floofer I ever did see. Lost eyes saving a schoolbus from a volcano erpuption. 13/10 heroic as h*ck https://t.co/rf661IFEYP
Please only send dogs. We don&#39;t rate mechanics, no matter how h*ckin good. Thank you... 13/10 would sneak a pat https://t.co/Se5fZ9wp5E
This is Rusty. He wasn&#39;t ready for the first pic. Clearly puppared for the second. 13/10 confirmed great boy https://t.co/tyER0KpdXj
This is Gus. He&#39;s quite the cheeky pupper. Already perfected the disinterested wink. 12/10 would let steal my girl https://t.co/D43I96SlVu
This is Stanley. He has his first swim lesson today. Doggle straps adjusted. Ready to go. 13/10 Phelps is nervous (IG: stanleythe_corgi) https://t.co/Nx52PGwH94
This is Alfy. You&#39;re witnessing his first watermelon experience. I think it was a success. 13/10 happy 4th Alfy 🇺🇸 https://t.co/fYP5RlutfA
This is Koko. Her owner, inspired by Barney, recently built a cart for her to use during walks if she got tired. 13/10 rest easy Koko https://t.co/zeDpnsKX7w
This is Rey. He&#39;s a Benebop Cumberfloof. 12/10 dangerously pettable https://t.co/503CgWbhxQ
This is Gary. He couldn&#39;t miss this puppertunity for a selfie. Flawless focusing skills. 13/10 would boop intensely https://t.co/7CSWCl8I6s
@roushfenway These are good dogs but 17/10 is an emotional impulse rating. More like 13/10s
Here is a pupper approaching maximum borkdrive. Zooming at never before seen speeds. 14/10 paw-inspiring af 
(IG: puffie_the_chow) https://t.co/ghXBIIeQZF
Meet Elliot. He&#39;s a Canadian Forrest Pup. Unusual number of antlers for a dog. Sneaky tongue slip to celebrate #Canada150. 12/10 would pet https://t.co/cgwJwowTMC
This is Louis. He&#39;s crossing. It&#39;s a big deal. 13/10 h*ckin breathtaking https://t.co/D0wb1GlKAt
Ugh not again. We only rate dogs. Please don&#39;t send in well-dressed  floppy-tongued street penguins. Dogs only please. Thank you... 12/10 https://t.co/WiAMbTkDPf
This is Bella. She had her first beach experience this morning. Complete success. 12/10 would perform a sandy boop https://t.co/4VsFysDmiw
Meet Jesse. He&#39;s a Fetty Woof. His tongue ejects without warning. A true bleptomaniac. 12/10 would snug well https://t.co/fUod0tVmvK
Please don&#39;t send in photos without dogs in them. We&#39;re not @porch_rates. Insubordinate and churlish. Pretty good porch tho 11/10 https://t.co/HauE8M3Bu4
This is Romeo. He would like to do an entrance. Requesting your immediate assistance. 13/10 https://t.co/Qh5aEkRQm9
@RealKentMurphy 14/10 confirmed
This is Bailey. He thinks you should measure ear length for signs of growth instead. 12/10 https://t.co/IxM9IMKQq8
This is Duddles. He did an attempt. 13/10 someone help him (vid by Georgia Felici) https://t.co/UDT7ZkcTgY
This is Jack AKA Stephen Furry. You&#39;re not scoring on him. Unless he slips down the slide. 12/10 would happily get blocked by https://t.co/0gOi601EAa
RT @dog_rates: This is Emmy. She was adopted today. Massive round of pupplause for Emmy and her new family. 14/10 for all involved https://…
This is Steven. He has trouble relating to other dogs. Quite shy. Neck longer than average. Tropical probably. 11/10 would still pet https://t.co/2mJCDEJWdD
This is Beau. That is Beau&#39;s balloon. He takes it everywhere. 13/10 would protect at all costs https://t.co/YDtpCjIPKN
This is Snoopy. He&#39;s a proud #PrideMonthPuppo. Impeccable handwriting for not having thumbs. 13/10 would love back #PrideMonth https://t.co/lNZwgNO4gS
Martha is stunning how h*ckin dare you. 13/10 https://t.co/9uABQXgjwa
RT @dog_rates: Meet Shadow. In an attempt to reach maximum zooming borkdrive, he tore his ACL. Still 13/10 tho. Help him out below

https:/…
RT @dog_rates: Meet Terrance. He&#39;s being yelled at because he stapled the wrong stuff together. 11/10 hang in there Terrance https://t.co/i…
Meet Shadow. In an attempt to reach maximum zooming borkdrive, he tore his ACL. Still 13/10 tho. Help him out below

https://t.co/245xJJElsY https://t.co/lUiQH219v6
This is Emmy. She was adopted today. Massive round of pupplause for Emmy and her new family. 14/10 for all involved https://t.co/cwtWnHMVpe
This is Aja. She was just told she&#39;s a good dog. Suspicions confirmed. 13/10 would tell again https://t.co/lsPyyAiF1r
RT @rachel2195: @dog_rates the boyfriend and his soaking wet pupper h*cking love his new hat 14/10 https://t.co/dJx4Gzc50G
This is Penny. She&#39;s both pupset and fired pup. Not pleased w your barbaric attempts at cleanliness. 12/10 would enjoy more shampoo options https://t.co/OYdDlfOGXP
Meet Dante. At first he wasn&#39;t a fan of his new raincoat, then he saw his reflection. H*ckin handsome. 13/10 for water resistant good boy https://t.co/SHRTIo5pxc
This is Nelly. He graduated with his dogtorate today. Wants to know if you&#39;re proud of him. 12/10 would give congratulatory boop https://t.co/4g4cfj3P4Y
This is Ginger. She&#39;s having a ruff Monday. Too many pupper things going on. H*ckin exhausting. 12/10 would snug passionately https://t.co/j211oCDRs6
I can say with the pupmost confidence that the doggos who assisted with this search are heroic as h*ck. 14/10 for all https://t.co/8yoc1CNTsu
This is Benedict. He wants to thank you for this delightful urban walk. Hopes you know he loves you. 13/10 super duper good boy https://t.co/26BXueUgbs
Meet Venti, a seemingly caffeinated puppoccino. She was just informed the weekend would include walks, pats and scritches. 13/10 much excite https://t.co/ejExJFq3ek
This is Goose. He&#39;s a womanizer. Cheeky as h*ck, but also deep. Tongue slip game on another level. 13/10 will steal your girl https://t.co/V2WlACRJCN
Meet Nugget and Hank. Nugget took Hank&#39;s bone. Hank is wondering if you would please return it to him. Both 13/10 would not intervene https://t.co/ogith9ejNj
You&#39;ll get your package when that precious man is done appreciating the pups. 13/10 for everyone https://t.co/PFp4MghzBW
Guys please stop sending pictures without any dogs in th- oh never mind hello excuse me sir. 12/10 stealthy as h*ck https://t.co/brCQoqc8AW
Meet Cash. He hath acquired a stick. A very good stick tbh. 12/10 would pat head approvingly https://t.co/lZhtizkURD
RT @dog_rates: This is Coco. At first I thought she was a cloud but clouds don&#39;t bork with such passion. 12/10 would hug softly https://t.c…
This is Jed. He may be the fanciest pupper in the game right now. Knows it too. 13/10 would sign modeling contract https://t.co/0YplNnSMEm
I can&#39;t believe this keeps happening. This, is a birb taking a bath. We only rate dogs. Please only send dogs. Thank you... 12/10 https://t.co/pwY9PQhtP2
This is Sebastian. He can&#39;t see all the colors of the rainbow, but he can see that this flag makes his human happy. 13/10 #PrideMonth puppo https://t.co/XBE0evJZ6V
RT @dog_rates: This is Walter. He won&#39;t start hydrotherapy without his favorite floatie. 14/10 keep it pup Walter https://t.co/r28jFx9uyF
We usually don&#39;t rate Deck-bound Saskatoon Black Bears, but this one is h*ckin flawless. Sneaky tongue slip too. 13/10 would hug firmly https://t.co/mNuMH9400n
RT @dog_rates: This is Sierra. She&#39;s one precious pupper. Absolute 12/10. Been in and out of ICU her whole life. Help Sierra below

https:/…
This is Sierra. She&#39;s one precious pupper. Absolute 12/10. Been in and out of ICU her whole life. Help Sierra below

https://t.co/Xp01EU3qyD https://t.co/V5lkvrGLdQ
Here&#39;s a very large dog. He has a date later. Politely asked this water person to check if his breath is bad. 12/10 good to go doggo https://t.co/EMYIdoblMR
Here are my favorite #dogsatpollingstations 
Most voted for a more consistent walking schedule and to increase daily pats tenfold. All 13/10 https://t.co/17FVMl4VZ5
RT @loganamnosis: Penelope here is doing me quite a divertir. Well done, @dog_rates! Loving the pupdate. 14/10, je jouerais de nouveau. htt…
This is Monkey. She&#39;s supporting owners everywhere with her fancy #PrideMonth bandana. 13/10 love is love is love... https://t.co/lUcpnZDPz9
We. Only. Rate. Dogs. Do not send in other things like this fluffy floor shark clearly ready to attack. Get it together guys... 12/10 https://t.co/BZHiKx3FpQ
This is Harry. His ears are activated one at a time. Incredibly rare to witness in person. Very special moment here. 13/10 blessed as h*ck https://t.co/ejHvGDfWoa
This is Kody. He&#39;s a baller. Wishes he was a little bit taller. Double dribbles often. Still 12/10 would happily get dunked on https://t.co/PKSpmiefwN
Say hello to Lassie. She&#39;s celebrating #PrideMonth by being a splendid mix of astute and adorable. Proudly supupporting her owner. 13/10 https://t.co/uK6PNyeh9w
This is Rover. As part of pupper protocol he had to at least attempt to eat the plant. Confirmed not tasty. Needs peanut butter. 12/10 https://t.co/AiVljI6QCg
This is Napolean. He&#39;s a Raggedy East Nicaraguan Zoom Zoom. Runs on one leg. Built for deception. No eyes. Good with kids. 12/10 great doggo https://t.co/PR7B7w1rUw
RT @dog_rates: This is Dawn. She&#39;s just checking pup on you. Making sure you&#39;re doing okay. 12/10 she&#39;s here if you need her https://t.co/X…
Never doubt a doggo 14/10 https://t.co/AbBLh2FZCH
This is Boomer. He&#39;s doing an advanced water takeoff. The opposite of Sully. Ears for control, mlem for style. 13/10 simply breathtaking https://t.co/noNpY2Laoo
Real funny guys. Sending in a pic without a dog in it. Hilarious. We&#39;ll rate the rug tho because it&#39;s giving off a very good vibe. 11/10 https://t.co/GCD1JccCyi
@ComplicitOwl @ShopWeRateDogs &amp;gt;10/10 is reserved for dogs
This is Cody. He zoomed too aggressively and tore his ACL. Happens to the best of us. Still 13/10

Help Cody here: https://t.co/4hxnDOt1CV https://t.co/42ryYRQ2Q4
This is Zoey. She really likes the planet. Would hate to see willful ignorance and the denial of fairly elemental science destroy it. 13/10 https://t.co/T1xlgaPujm
This is Rumble, but he&#39;s not ready to. Would rather fall asleep in his bath bucket. 13/10 would attempt a boop without waking https://t.co/MVQCzrF1g9
Meet Clifford. He&#39;s quite large. Also red. Good w kids. Somehow never steps on them. Massive poops very inconvenient. Still 14/10 would ride https://t.co/apVOyDgOju
RT @dog_rates: We only rate dogs. This is quite clearly a smol broken polar bear. We&#39;d appreciate if you only send dogs. Thank you... 12/10…
This is Dewey (pronounced &#34;covfefe&#34;). He&#39;s having a good walk. Arguably the best walk. 13/10 would snug softly https://t.co/HciEaJkC4D
Meet Stanley. He likes road trips. Will shift for you. One ear more effective than other. 13/10 we don&#39;t leave until you buckle pup Stanley https://t.co/vmCu3PFCQq
This is Scout. He just graduated. Officially a doggo now. Have fun with taxes and losing sight of your ambitions. 12/10 would throw cap for https://t.co/DsA2hwXAJo
This is Gizmo. His favorite thing is standing pupright like a hooman. Sneaky tongue slip status achieved. 13/10 would boop well https://t.co/IoR3n1fiiQ
This is Walter. He won&#39;t start hydrotherapy without his favorite floatie. 14/10 keep it pup Walter https://t.co/r28jFx9uyF
RT @dog_rates: Say hello to Cooper. His expression is the same wet or dry. Absolute 12/10 but Coop desperately requests your help

https://…
Here&#39;s a h*ckin peaceful boy. Unbothered by the comings and goings. 13/10 please reveal your wise ways https://t.co/yeaH8Ej5eM
Say hello to Cooper. His expression is the same wet or dry. Absolute 12/10 but Coop desperately requests your help

https://t.co/ZMTE4Mr69f https://t.co/7RyeXTYLNi
Unbelievable. We only rate dogs. Please don&#39;t send in non-canines like the &#34;I&#34; from Pixar&#39;s opening credits. Thank you... 12/10 https://t.co/JMhDNv5wXZ
Meet Harold.  He&#39;s h*ckin cooperative. 13/10 good work Harold https://t.co/ZYg3NZGICa
This is Shikha. She just watched you drop a skittle on the ground and still eat it. Could not be less impressed. 12/10 superior puppo https://t.co/XZlZKd73go
RT @rachaeleasler: these @dog_rates hats are 13/10 bean approved https://t.co/nRCdq4g9gG
Oh my this spooked me up. We only rate dogs, not happy ghosts. Please send dogs only. It&#39;s a very simple premise. Thank you... 13/10 https://t.co/M5Rz0R8SIQ
RT @dog_rates: This is Jamesy. He gives a kiss to every other pupper he sees on his walk. 13/10 such passion, much tender https://t.co/wk7T…
He was providing for his family 13/10 how dare you https://t.co/Q8mVwWN3f4
This is Lili. She can&#39;t believe you betrayed her with bath time. Never looking you in the eye again. 12/10 would puppologize profusely https://t.co/9b9J46E86Z
This is Jamesy. He gives a kiss to every other pupper he sees on his walk. 13/10 such passion, much tender https://t.co/wk7TfysWHr
This is Coco. At first I thought she was a cloud but clouds don&#39;t bork with such passion. 12/10 would hug softly https://t.co/W86h5dgR6c
RT @dog_rates: Here&#39;s a pupper before and after being asked &#34;who&#39;s a good girl?&#34; Unsure as h*ck. 12/10 hint hint it&#39;s you https://t.co/ORiK…
Meet Boomer. He&#39;s just checking pup on you. Hopes you had a good day. If not, he hopes he made it better. 13/10 extremely good boy https://t.co/pozUoHLkGg
This is Sammy. Her tongue ejects without warning sometimes. It&#39;s a serious condition. Needs a hefty dose from a BlepiPen. 13/10 https://t.co/g20EmqK7vc
This is Nelly. He really hopes you like his Hawaiian shirt. He already tore the tags off. 13/10 h*ck of a puppurchase https://t.co/LbkG5CiM7o
We only rate dogs. Please don&#39;t send in Jesus. We&#39;re trying to remain professional and legitimate. Thank you... 14/10 https://t.co/wr3xsjeCIR
This is Meatball. He doing what&#39;s known in the industry as a mid-strut mlem. H*ckin fancy boy. 12/10 I&#39;d do anything for Meatball https://t.co/S2HdmFFPck
This is Paisley. She ate a flower just to prove she could. Savage af. 13/10 would pet so well https://t.co/cPq9fYvkzr
This is Albus. He&#39;s quite impressive at hide and seek. Knows he&#39;s been found this time. 13/10 usually elusive as h*ck https://t.co/ht47njyZ64
This is Neptune. He&#39;s a backpup vocalist for the Dixie Chicks. 13/10 (vid by @AmiWinehouse) https://t.co/tordvmaaop
RT @dog_rates: Say hello to Quinn. She&#39;s quite the goofball. Not even a year old. Confirmed 13/10 but she really needs your help 

https://…
This is Belle. She&#39;s never been more pupset. Encountered the worst imaginable type of zone. 12/10 would do anything to cheer pup https://t.co/fGQUzR8w3H
@Jack_Septic_Eye I&#39;d need a few more pics to polish a full analysis, but based on the good boy content above I&#39;m leaning towards 12/10
Ladies and gentlemen... I found Pipsy. He may have changed his name to Pablo, but he never changed his love for the sea. Pupgraded to 14/10 https://t.co/lVU5GyNFen
Say hello to Quinn. She&#39;s quite the goofball. Not even a year old. Confirmed 13/10 but she really needs your help 

https://t.co/MOBkQnyHib https://t.co/EsOB4rLEKt
This is Zooey. She&#39;s the world&#39;s biggest fan of illiterate delivery people. 13/10 not your fault they don&#39;t listen, Zooey https://t.co/ixOFQ1tfqE
This is Dave. He passed the h*ck out. It&#39;s barely the afternoon on a Thursday, Dave. Get it together. Still 11/10 would boop mid-snooze https://t.co/Eme9Uar6v2
This is Jersey. He likes to watch movies, but only if you watch with him. Enjoys horror films like The Bababork and H*ckraiser. 13/10 https://t.co/jvSNASweNb
We only rate dogs. Please don&#39;t send perfectly toasted marshmallows attempting to drive. Thank you... 13/10 https://t.co/nvZyyrp0kd
RT @dog_rates: &#34;Good afternoon class today we&#39;re going to learn what makes a good boy so good&#34; 13/10 https://t.co/f1h2Fsalv9
This is Hobbes. He&#39;s never seen bubbles before. 13/10 deep breaths buddy https://t.co/QFRlbZw4Z1
HI. MY. NAME. IS. BOOMER. AND. I. WANT. TO. SAY. IT&#39;S. H*CKIN. RIDICULOUS. THAT. DOGS. CAN&#39;T VOTE. ABSOLUTE. CODSWALLUP. THANK. YOU. 13/10 https://t.co/SqKJPwbQ2g
This is Burt. He thinks your thesis statement is comically underdeveloped. 12/10 intellectual af https://t.co/jH6EN9cEn6
RT @dog_rates: Meet Lorenzo. He&#39;s an avid nifty hat wearer and absolute 13/10, but he needs your help to beat cancer. Link below

https://t…
RT @tallylott: h*ckin adorable promposal. 13/10 @dog_rates https://t.co/6n8hzNihJ9
Meet Lorenzo. He&#39;s an avid nifty hat wearer and absolute 13/10, but he needs your help to beat cancer. Link below

https://t.co/qZdSdzm08p https://t.co/oDIQ1KkdPt
This is Carl. He likes to dance. Doesn&#39;t care what you think about it. 13/10 h*ckin confident pup https://t.co/C2zHcNIu4I
This is Jordy. He likes to go on adventures and watch the small scaly underwater dogs with fins pass him by. 12/10 peaceful as h*ck https://t.co/xJo6S2sfsN
Here we have perhaps the wisest dog of all. Above average with light sabers. Immortal as h*ck. 14/10 dog, or dog not, there is no try https://t.co/upRYxG4KbG
RT @dog_rates: Ohboyohboyohboyohboyohboyohboyohboyohboyohboyohboyohboyohboyohboyohboyohboy. 10/10 for all (by happytailsresort) https://t.c…
Meet Milky. She has no idea what happened. Just as pupset as you. Perhaps a sheep exploded. Even offered to help clean. 12/10 very good girl https://t.co/g8vpXFzw29
Meet Trooper. He picks pup recyclables that have blown out of bins in the neighborhood and puts them back. 13/10 environmentally savvy af https://t.co/BqSttrTuIl
Sorry for the lack of posts today. I came home from school and had to spend quality time with my puppo. Her name is Zoey and she&#39;s 13/10 https://t.co/BArWupFAn0
We only rate dogs. This is quite clearly a smol broken polar bear. We&#39;d appreciate if you only send dogs. Thank you... 12/10 https://t.co/g2nSyGenG9
Here we have an exotic dog. Good at ukulele. Fashionable af. Has two more arms if needed. Is blue. Knows what &#39;ohana means. 13/10 would pet https://t.co/gEsymGTXCT
RT @dog_rates: Meet Winston. He knows he&#39;s a little too big for the swing, but he doesn&#39;t care. Kindly requests a push. 12/10 would happily…
I have stumbled puppon a doggo painting party. They&#39;re looking to be the next Pupcasso or Puppollock. All 13/10 would put it on the fridge https://t.co/cUeDMlHJbq
This is Sophie. She just arrived. Used pawority shipping. Speedy as h*ck delivery. 13/10 would carefully assemble https://t.co/8jOC4zhNxy
This is Wyatt. He had an interview earlier today. Was just told he didn&#39;t get the job. A h*ckin injustice. Still 12/10 keep your chin pup https://t.co/QXA4sCXSDF
This is Rosie. She was just informed of the walk that&#39;s about to happen. Knows there are many a stick along the way. 12/10 such excite https://t.co/sOl7cFaP5X
Meet Thor. He doesn&#39;t have finals because he&#39;s a dog but is pupset you have finals. Just wants to play. 13/10 would abandon education for https://t.co/7IFn3rkJai
Instead of the usual nightly dog rate, I&#39;m sharing this story with you. Meeko is 13/10 and would like your help 

https://t.co/Mj4j6QoIJk https://t.co/JdNE5oqYEV
This is Oscar and Oliver. Oliver shrunk Oscar. Oscar isn&#39;t pleased about it. Quite pupset tbh. Oliver doesn&#39;t seem to mind. Both 13/10 https://t.co/e3U4NReleC
@Marc_IRL pixelated af 12/10
RT @AaronChewning: First time wearing my @dog_rates hat on a flight and I get DOUBLE OPEN ROWS. Really makes you think. 13/10 https://t.co/…
This is Zeke. He performs group cheeky wink tutorials. Pawfect execution here. 12/10 would wink back https://t.co/uMH5CLjXJu
RT @dog_rates: This is Luna. It&#39;s her first time outside and a bee stung her nose. Completely h*ckin uncalled for. 13/10 where&#39;s the bee I…
This is Callie. She&#39;ll be your navigator today. Takes her job very seriously. Will shift for you. One ear always in the pupholder. 12/10 https://t.co/Bh9DtLhIBO
THIS IS CHARLIE, MARK. HE DID JUST WANT TO SAY HI AFTER ALL. PUPGRADED TO A 14/10. WOULD BE AN HONOR TO FLY WITH https://t.co/p1hBHCmWnA
RT @Jenna_Marbles: @dog_rates Thanks for rating my cermets 14/10 wow I&#39;m so proud I watered them so much
@xianmcguire @Jenna_Marbles Kardashians wouldn&#39;t be famous if as a society we didn&#39;t place enormous value on what they do. The dogs are very deserving of their 14/10
This is Cermet, Paesh, and Morple. They are absolute h*ckin superstars. Watered every day so they can grow. 14/10 for all https://t.co/GUefqUmZv8
@dhmontgomery We also gave snoop dogg a 420/10 but I think that predated your research
@s8n You tried very hard to portray this good boy as not so good, but you have ultimately failed. His goodness shines through. 666/10
HE&#39;S LIKE &#34;WAIT A MINUTE I&#39;M AN ANIMAL THIS IS AMAZING HI HUMAN I LOVE YOU AS WELL&#34; 13/10 https://t.co/sb73bV5Y7S
Here&#39;s a puppo participating in the #ScienceMarch. Cleverly disguising her own doggo agenda. 13/10 would keep the planet habitable for https://t.co/cMhq16isel
I HEARD HE TIED HIS OWN BOWTIE MARK AND HE JUST WANTS TO SAY HI AND MAYBE A NOGGIN PAT SHOW SOME RESPECT 13/10 https://t.co/5BEjzT2Tth
Guys, we only rate dogs. This is quite clearly a bulbasaur. Please only send dogs. Thank you... 12/10 human used pet, it&#39;s super effective https://t.co/Xc7uj1C64x
RT @dog_rates: Meet George. He looks slightly deflated but overall quite powerful. Not sure how that human restrained him. 12/10 would snug…
RT @frasercampbell_: oh my... what&#39;s that... beautiful scarf around your neck... 14/10 a h*ckin good dog in a h*ckin good game @GoodDogsGam…
This is Marlee. She fetched a flower and immediately requested that it be placed behind her ear. 12/10 elegant af https://t.co/nJztIEON5s
This is Arya. She can barely contain her excitement for more peanut butter. Also patriotic af. 13/10 https://t.co/AL4Ahm1Rm5
This is Einstein. He&#39;s having a really good day. Hopes you are too. H*ckin nifty tongue. 13/10 would snug intensely https://t.co/mdaQhhfpv6
Sometimes you guys remind me just how impactful a pupper can be. Cooper will be remembered as a good boy by so many. 14/10 rest easy friend https://t.co/oBL7LEJEzR
At first I thought this was a shy doggo, but it&#39;s actually a Rare Canadian Floofer Owl. Amateurs would confuse the two. 11/10 only send dogs https://t.co/TXdT3tmuYk
Say hello to Alice. I&#39;m told she enjoys car rides and smells good. 12/10 would give her everything she could ever want https://t.co/yT4vw8y77x
A photographer took pictures before and after he told his bunny he&#39;s a good boy. Here are the results. 13/10 https://t.co/wiQZIsaWUe
This is Rumpole. He&#39;ll be your Uber driver this evening. Won&#39;t start driving until you buckle pup. 13/10 h*ckin safe good boy https://t.co/EX9Z3EXlVP
RT @dog_rates: I usually only share these on Friday&#39;s, but this is Blue. He&#39;s a very smoochable pooch who needs your help. 13/10

https://t…
Meet Benny. He likes being adorable and making fun of you while you&#39;re on the trampoline. 12/10 let&#39;s help him out

https://t.co/aVMjBqAy1x https://t.co/7gx2LksT3U
This is Aspen. She&#39;s never tasted a stick so succulent. On the verge of tears. A face of pure appreciation. 12/10 https://t.co/VlyBzOXHEW
This is Jarod. He likes having his belly brushed. Tongue ejects when you hit the right spot. 13/10 downright h*ckin adorable https://t.co/ArnxkyD2kC
This is Wiggles. She would like you to spot her. Probably won&#39;t need your help but just in case. 13/10 powerful as h*ck https://t.co/2d370P0OEg
Meet General. He wasn&#39;t content with the quality of his room. Requested to pupgrade, but was ignored. 14/10 look who just lost a customer https://t.co/NP5JW8LnmW
This is Sailor. He has collected the best dirt in the area. As any good boy would. Under the impression you know what to do next. 12/10 https://t.co/jrFzScKWEG
RT @dog_rates: This is Astrid. She&#39;s a guide doggo in training. 13/10 would follow anywhere https://t.co/xo7FZFIAao
RT @eddie_coe98: Thanks @dog_rates completed my laptop. 10/10 would buy again https://t.co/bO0rThDlXI
Oh jeez u did me quite the spook little fella. We normally don&#39;t rate triceratops but this one seems suspiciously good. 11/10 would pet well https://t.co/BMtfCmNbnS
This is Iggy. He was a rescue dog killed in the Stockholm attack. His memorial started with a collar and four bones. It&#39;s grown a bit. 14/10 https://t.co/E4a0R9my1M
Meet Snoop. His number one passion is sticking his head out of car windows, so he purchased some doggles. Stylish af. 13/10 happy travels https://t.co/iHYfZdz444
This is Kyle. He made a joke about your shoes, then stuck his tongue out at you. Uncalled for. Step the h*ck up Kyle. 11/10 would forgive https://t.co/hLQ2Ilg2uN
This is Leo. He&#39;s a personal triathlon coach. Currently overseeing this athlete&#39;s push-pups. H*ckin brutal. 13/10 would do all he asks of me https://t.co/FXZQtBcnTO
@markhoppus MARK THAT DOG HAS SEEN AND EXPERIENCED MANY THINGS. PROBABLY LOST OTHER EAR DOING SOMETHING HEROIC. 13/10 HUG THE DOG HOPPUS
This is Riley. He&#39;s making new friends. Jubilant as h*ck for the fun times ahead. 11/10 for all pups pictured https://t.co/PCX25VV78l
Say hello to Boomer. He&#39;s a sandy pupper. Having a h*ckin blast. 12/10 would pet passionately https://t.co/ecb3LvExde
Seriously guys? Again? We only rate dogs. Please stop submitting other things like this super good hammerhead shark. Thank you... 12/10 https://t.co/TCMC90mSOT
RT @dog_rates: This is Gidget. She&#39;s a spy pupper. Stealthy as h*ck. Must&#39;ve slipped pup and got caught. 12/10 would forgive then pet https…
This is Noosh. He noticed you were in the shower and thought you could use some company. 12/10 h*ckin loyal https://t.co/Uq3ChFgWA3
At first I thought this was a dog because of the sign, but it is clearly Wilson from Home Improvement. Please only send in dogs... 11/10 https://t.co/jqPk1BZ6xu
This is Kevin. Kevin doesn&#39;t give a single h*ck. Will sit in the fountain if he wants to. 13/10 churlish af https://t.co/r6GjO6MbZz
Please stop sending in animals other than dogs. We only rate dogs. Not Furry Ecuadorian Sea Turtles. Thank you... 12/10 https://t.co/UOE79zb6VU
Meet Odin. He&#39;s supposed to be giving directions but he&#39;d rather look at u like that. Should probably buckle pup. 12/10 distracting as h*ck https://t.co/1pSqUbLQ5Z
Jerry just apuppologized to me. He said there was no ill-intent to the slippage. I overreacted I admit. Pupgraded to an 11/10 would pet
This is Jerry. He&#39;s doing a distinguished tongue slip. Slightly patronizing tbh. You think you&#39;re better than us, Jerry? 6/10 hold me back https://t.co/DkOBbwulw1
RT @dog_rates: This is Charlie. He fell asleep on a heating vent. Would puppreciate your assistance. 11/10 someone help Charlie https://t.c…
RT @basic_vacek_: I love my new mug easy 13/10 @dog_rates https://t.co/0bYtoL7Wwt
This is Georgie. He&#39;s very shy. Only puppears when called. Aggressively average at fetch. Unique front paws. Looks slippery. 10/10 would pet https://t.co/rcDs5LkiSj
This is Rontu. He is described as a pal, cuddle bug, protector and constant shadow. 12/10, but he needs your help

https://t.co/zK4cpKPFfU https://t.co/7Xvoalr798
.@breaannanicolee PUPDATE: Cannon has a heart on his nose. Pupgraded to a 13/10
This is Cannon. He just heard something behind him. Fr*ckin frightened af. 12/10 don&#39;t look back just run https://t.co/WTPBWT6Ux1
This is Furzey. He&#39;s doing an elevated sandy zoom. Adjusts ears to steer. 12/10 would pet mid flight https://t.co/zhbRIZQgnq
Meet Daisy. She&#39;s been pup for adoption for months now but hasn&#39;t gotten any applications. 11/10 let&#39;s change that

https://t.co/Jlb9L0m3J0 https://t.co/Eh7fGFuy6r
Unbelievable... We. Only. Rate. Dogs. Please stop sending in other things like this Blossoming Flop Kangaroo. Thank you... 11/10 https://t.co/EeeErAbso0
This is Tuck. As you can see, he&#39;s rather h*ckin rare. Taken seriously until his legs are seen. Tail stuck in a permanent zoom. 13/10 https://t.co/P7PBGqrKSe
This is Barney. He&#39;s an elder doggo. Hitches a ride when he gets tired. Waves goodbye before he leaves. 13/10 please come back soon https://t.co/cFAasDXauK
THIS WAS NOT HIS FAULT HE HAD NO IDEA. 11/10 STILL A VERY GOOD DOG https://t.co/GJ8rozumsy
This is Vixen. He really likes bananas. Steals them when he thinks nobody&#39;s watching. 13/10 opportunistic af https://t.co/a0CkS5ExFR
SHE DID AN ICY ZOOM AND KNEW WHEN TO PUT ON THE BRAKES 13/10 CANCEL THE GAME THIS IS ALL WE NEED https://t.co/4ctgpGcqAd
Meet Jarvis. The snow pupsets him. Officially ready for summer. 12/10 would perform a chilly boop https://t.co/0hLkztpiOW
We usually don&#39;t rate polar bears but this one seems extra good. Majestic as h*ck. 13/10 would hug for a while https://t.co/TLNexlqzXP
C&#39;mon guys. Please only send in dogs. We only rate dogs, not Exceptional-Tongued Peruvian Floor Bears. Thank you... 12/10 https://t.co/z30iQLiXNo
RT @dog_rates: Here&#39;s a heartwarming scene of a single father raising his two pups. Downright awe-inspiring af. 12/10 for everyone https://…
Say hello to Mimosa. She&#39;s an emotional support doggo who helps her owner with PTSD. 13/10, but she needs your help

https://t.co/L6mLzrd7Mx https://t.co/jMutBFdw5o
This is Pickles. She&#39;s a silly pupper. Thinks she&#39;s a dish. 12/10 would dry https://t.co/7mPCF4ZwEk
RT @dog_rates: This is Bungalo. She uses that face to get what she wants. It works unbelievably well. 12/10 would never say no to https://t…
PUPDATE: I&#39;m proud to announce that Toby is 236 days sober. Pupgraded to a 13/10. We&#39;re all very proud of you, Toby https://t.co/a5OaJeRl9B
This is Brady. He&#39;s a recovering alcoholic. Demonstrating incredible restraint here. 12/10 don&#39;t give pup, don&#39;t give in, Brady https://t.co/B1iBuSq3hr
This is Luna. It&#39;s her first time outside and a bee stung her nose. Completely h*ckin uncalled for. 13/10 where&#39;s the bee I just wanna talk https://t.co/2RYiLGHuPN
This is Charlie. He wants to know if you have a moment to talk about washing machine insurance policies. 11/10 would hear him out https://t.co/gAzPqT7uyk
This is Margo. She just dug pup a massive hole. Can&#39;t wait for you to see it. H*ckin proud of herself. 12/10 would forgive then pet https://t.co/H38HB6rBTx
HE WAS DOING A SNOOZE NO SHAME IN A SNOOZE 13/10 https://t.co/Gu5wHx3CBd
Say hello to Sadie and Daisy. They do all their shopping together. Can never agree on what to get. Like an old married pupple. Both 12/10 https://t.co/f5C5l5wa0e
This is Hank. He&#39;s been outside for 3 minutes and already made a friend. Way to go Hank. 11/10 for both https://t.co/wHUElL84RC
This is Tycho. She just had new wheels installed. About to do a zoom. 0-60 in 2.4 seconds. 13/10 inspirational as h*ck https://t.co/DKwp2ByMsL
RT @dog_rates: This is Stephan. He just wants to help. 13/10 such a good boy https://t.co/DkBYaCAg2d
This is Charlie. He&#39;s wishing you a very fun and safe St. Pawtrick&#39;s Day. 13/10 festive af https://t.co/nFpNgCWWYs
Meet Indie. She&#39;s not a fan of baths but she&#39;s definitely a fan of hide &amp;amp; seek. 12/10 click the link to help Indie

https://t.co/fvGkIuAlFK https://t.co/kiCFtmJd7l
This is Winnie. She lost her body saving a children&#39;s hospital from an avalanche. 13/10 what a h*ckin hero https://t.co/Tf0rh9ZgZe
Meet George. He looks slightly deflated but overall quite powerful. Not sure how that human restrained him. 12/10 would snug with permission https://t.co/o6E0hB3xZl
This is Bentley. It&#39;s his first time going to the beach. I think he&#39;s a fan. 12/10 would build sand castles with https://t.co/iDK4OyQJoy
RT @dog_rates: This is Ken. His cheeks are magic. 13/10 (IG: ken_shiba) https://t.co/btzf1zTDeQ
This is Penny. She&#39;s a dragon slayer. Feared by most, if not all, dragons. Showing off her latest victim here. 12/10 would pet with caution https://t.co/qUOijSlPnj
Here we have some incredible doggos for #K9VeteransDay. All brave as h*ck. Salute your dog in solidarity. 14/10 for all https://t.co/SVNMdFqKDL
We don&#39;t rate penguins, but if we did, this one would get 12/10 https://t.co/cEORXhwZ5K
This is Max. There&#39;s no way in h*ck you&#39;re taking his pacifier. Binky promises it&#39;s not happening. 13/10 very good stubborn boy https://t.co/9lVAqDEvZ5
This is Dawn. She&#39;s just checking pup on you. Making sure you&#39;re doing okay. 12/10 she&#39;s here if you need her https://t.co/XKJrmO4fAQ
RT @dog_rates: Say hello to Maddie and Gunner. They are considerably pupset about bath time. Both 12/10 but Gunner needs your help

https:/…
RT @dog_rates: This is Pipsy. He is a fluffball. Enjoys traveling the sea &amp;amp; getting tangled in leash. 12/10 I would kill for Pipsy https://…
@0_kelvin_0 &amp;gt;10/10 is reserved for puppos sorry Kevin
I didn&#39;t even have to intervene. Took him 4 minutes to realize his error. 10/10 for Kevin https://t.co/2gclc1MNr7
Say hello to Maddie and Gunner. They are considerably pupset about bath time. Both 12/10 but Gunner needs your help

https://t.co/JesYTzb1Jo https://t.co/5cncH08G1o
You have been visited by the magical sugar jar puggo. He has granted you three boops. 13/10 would use immediately https://t.co/76iL7JUQdG
This is Monty. He makes instantly regrettable decisions. Couldn&#39;t help himself. It looked like a ghost lollipop. 12/10 mistake happen https://t.co/8Wsr6b4RjE
Meet Sojourner. His nose is a Fibonacci Spiral. Legendary af. 13/10 we must protect him at all costs https://t.co/r7W1NbkOtr
Meet Winston. He knows he&#39;s a little too big for the swing, but he doesn&#39;t care. Kindly requests a push. 12/10 would happily oblige https://t.co/GuxEXTdnMu
RT @alexmartindawg: THE DRINK IS DR. PUPPER 10/10 good pun @matt___nelson @GoodDogsGame https://t.co/act3duiqbL
This is Odie. He&#39;s big. 13/10 would attempt to ride https://t.co/JEXB9RwBmm
SHE MISPLACED HER HOOMAN 13/10 MISTAKES HAPPEN https://t.co/ngAxYLVYHP
This is Arlo. He&#39;s officially the king of snowy tongue slips. 13/10 would comfort during inevitable brain freeze https://t.co/oXVu9pNZZv
RT @KibaDva: I collected all the good dogs!! 15/10 @dog_rates #GoodDogs https://t.co/6UCGFczlOI
RT @dog_rates: This is Riley. His owner put a donut pillow around him and he loves it so much he won&#39;t let anyone take it off. 13/10 https:…
This is Walter. His owner has been watching all the Iditarod coverage and is convinced Walter can be a sled dog. 13/10 Walter isn&#39;t so sure https://t.co/0av1PEehFI
This is Stanley. Somehow he heard you tell him he&#39;s a good boy from all the way up there. 13/10 I love you Stanley https://t.co/51FXNuouHI
RT @dog_rates: Meet Sunny. He can take down a polar bear in one fell swoop. Fr*cken deadly af. 13/10 would pet with caution https://t.co/EM…
@markhoppus 182/10
@bragg6of8 @Andy_Pace_ we are still looking for the first 15/10
This is Daisy. She&#39;s puppears to be rare as all h*ck. Only seven like her currently domesticated. 13/10 pettable af https://t.co/meUc8jufAO
Here&#39;s a pupper before and after being asked &#34;who&#39;s a good girl?&#34; Unsure as h*ck. 12/10 hint hint it&#39;s you https://t.co/ORiK6jlgdH
This is Waffles. He&#39;s a ship captain in real life and in @GoodDogsGame. Must&#39;ve gotten to the max level (wink) 13/10 would sail with https://t.co/Z3LAaV2pKz
This is Vincent. He&#39;s suave as h*ck. Will be your copilot this evening. Claims he doesn&#39;t need to look at the directions. 12/10 https://t.co/u51tzXSVi3
This is Lucy. She has a portrait of herself on her ear. Excellent for identification pupposes. 13/10 innovative af https://t.co/uNmxbL2lns
This is Clark. He passed pupper training today. Round of appaws for Clark. 13/10 https://t.co/7pUjwe8X6B
RT @KennyFromDaBlok: 14/10 h*ckin good hats. will wear daily @dog_rates https://t.co/rHLoU5gS30
This is Mookie. He really enjoys shopping but not from such high altitudes. Doin him quite the concern. 12/10 someone lower him https://t.co/beWUzGVKRM
This is Meera. She just heard about taxes and how much a doghouse in a nice area costs. Not pupared to be a  doggo anymore. 12/10 https://t.co/GZmNEdyoJY
Say hello to Oliver. He&#39;s pretty exotic. Fairly pupset as well. Too many midterms coming pup. 11/10 would pet with extreme caution https://t.co/fGAPAsxjKs
RT @SchafeBacon2016: @dog_rates Slightly disturbed by the outright profanity, but confident doggos were involved. 11/10, would tailgate aga…
RT @dog_rates: This is Buddy. He ran into a glass door once. Now he&#39;s h*ckin skeptical. 13/10 empowering af (vid by Brittany Gaunt) https:/…
This is Ava. She just blasted off. Streamline af. Aerodynamic as h*ck. One small step for pupper, one giant leap for pupkind. 12/10 https://t.co/W4KffrdX3Q
This is Lucy. She spent all morning overseeing the shoveling of the driveway. H*ckin hard work. 13/10 very good girl Lucy https://t.co/gA2GECjiQD
Atlas is back and this time he&#39;s prettier than the sunset. Seems to be aware of it too. 13/10 would give modeling contract https://t.co/uRdKlFArQE
RT @dog_rates: This is Rory. He&#39;s got an interview in a few minutes. Looking spiffy af. Nervous as h*ck tho. 12/10 would hire https://t.co/…
This is Eli. He works backstage at Bone Jovi concerts. Heavy duty earmuffs for puptection. H*ckin safe boy. 11/10 https://t.co/cVQEnUQd8q
RT @dog_rates: Meet Lola. Her hobbies include being precious af and using her foot as a toothbrush. 12/10 Lola requests your help

https://…
RT @dog_rates: So this just changed my life. 13/10 please enjoy  https://t.co/dsv4xAtfv7
Meet Ash. He&#39;s a Benebop Cumberplop. Quite rare. Fairly portable. Lil sandy tho. Clearly knows something you don&#39;t. 12/10 would hug softly https://t.co/1U0z6r5LSO
Meet Lola. Her hobbies include being precious af and using her foot as a toothbrush. 12/10 Lola requests your help

https://t.co/FYFyHh7rir https://t.co/IiB7ggduoU
@jonnysun @Lin_Manuel ok jomny I know you&#39;re excited but 960/00 isn&#39;t a valid rating, 13/10 is tho
We only rate dogs. Please don&#39;t send in any non-canines like this Floppy Tongued House Panda. Thank you... 12/10 would still pet https://t.co/8fX2VkExnL
When you&#39;re so blinded by your systematic plagiarism that you forget what day it is. 0/10 https://t.co/YbEJPkg4Ag
This is Tucker. He decided it was time to part ways with his favorite ball. We captured the emotional farewell on camera. 12/10 https://t.co/jTe7Y6P0HK
This is Tobi. She is properly fetching her shot. H*ckin nifty af bandana. 13/10 would send fully armed battalion to remind her of my love https://t.co/3FIqvumEXE
Here&#39;s a doggo fully pupared for a shower. H*ckin exquisite balance. Sneaky tongue slip too. 13/10 https://t.co/UtEVnQ1ZPg
RT @dog_rates: This is Leo. He was a skater pup. She said see ya later pup. He wasn&#39;t good enough for her. 12/10 you&#39;re good enough for me…
Meet Chester (bottom) &amp;amp; Harold (top). They are different dogs not only in appearance, but in personality as well. Both 12/10 symbiotic af https://t.co/8ZOZS2FSJe
This is Wilson. He&#39;s aware that he has something on his face. Waiting for you to get it for him. 12/10 https://t.co/FaeinVjzTZ
This is Sunshine. She doesn&#39;t believe in personal space. Eyes pretty far apart for a dog. Has horns (whoa). 11/10 would pet with wonder https://t.co/o3bhLguymB
DOGGO ON THE LOOSE I REPEAT DOGGO ON THE LOOSE 10/10 https://t.co/ffIH2WxwF0
This is Lipton. He&#39;s a West Romanian Snuggle Pup. Only a few left of his kind. 12/10 would boop https://t.co/5KmXPIGgAG
This is Bentley. Hairbrushes are his favorite thing in the h*ckin world. 12/10 impawsible to say no to https://t.co/HDloTYilWZ
Meet Charlie. She asked u to change the channel to Animal Planet at least 6 times. Now taking matters into her own paws. 13/10 assertive af https://t.co/WTzhtfevKY
RT @rolltidered: This is Gabby. Now requests to be referred to as a guide dog, thanks to @dog_rates and @ShopWeRateDogs. 12/10 in my book.…
This is Bronte. She&#39;s fairly h*ckin aerodynamic. Also patiently waiting for mom to make her a main character. 13/10 would be an honor to pet https://t.co/w1MQWO2PET
This is Poppy. She just arrived. 13/10 would snug passionately https://t.co/YGeSpyN8Gu
This is Gidget. She&#39;s a spy pupper. Stealthy as h*ck. Must&#39;ve slipped pup and got caught. 12/10 would forgive then pet https://t.co/zD97KYFaFa
This is Rhino. He arrived at a shelter with an elaborate doggo manual for his new family, written by someone who will always love him. 13/10 https://t.co/QX1h0oqMz0
RT @EmilieGambril: 12/10 h*cking excited about my new shirt! @dog_rates https://t.co/zFEfMTaHqU
This is Willow. She&#39;s the official strawberry taste tester. Palate delicate af. Currently noting the subtle piquancy of this one. 13/10 https://t.co/On7muWnWSQ
Prosperous good boy 13/10 socioeconomic af https://t.co/8YlD5lxPbQ
There&#39;s going to be a dog terminal at JFK Airport. This is not a drill. 10/10  
https://t.co/dp5h9bCwU7
This is Orion. He just got back from the dentist. Cavity free af. 12/10 would give extra pats https://t.co/Y4DZx2UWsr
This is Eevee. She wants to see how you&#39;re doing. Just checkin pup on you. She hopes you&#39;re doing okay. 12/10 extremely good girl https://t.co/nqAJGCHKEt
This is Charlie. He fell asleep on a heating vent. Would puppreciate your assistance. 11/10 someone help Charlie https://t.co/Dhdx5HnQ4d
Say hello to Smiley. He&#39;s a blind therapy doggo having a h*ckin blast high steppin around in the snow. 14/10 would follow anywhere https://t.co/SHAb1wHjMz
RT @dog_rates: This is Logan, the Chow who lived. He solemnly swears he&#39;s up to lots of good. H*ckin magical af 9.75/10 https://t.co/yBO5wu…
RT @dog_rates: This is Moreton. He&#39;s the Good Boy Who Lived. 13/10 magical as h*ck https://t.co/rLHGx3VAF3
@docmisterio account started on 11/15/15
RT @dog_rates: This is Klein. These pics were taken a month apart. He knows he&#39;s a stud now. 12/10 total heartthrob https://t.co/guDkLrX8zV
This is Miguel. He was the only remaining doggo at the adoption center after the weekend. Let&#39;s change that. 12/10

https://t.co/P0bO8mCQwN https://t.co/SU4K34NT4M
This is Emanuel. He&#39;s a h*ckin rare doggo. Dwells in a semi-urban environment. Round features make him extra collectible. 12/10 would so pet https://t.co/k9bzgyVdUT
@UNC can confirm 12/10
Meet Kuyu. He was trapped in a well for 10 days. Rescued yesterday using a device designed by a local robotics team. 14/10 for all involved https://t.co/l38R6IZNNg
This is Daisy. She has a heart on her butt. 13/10 topical af https://t.co/u6p4LxzHKg
I usually only share these on Friday&#39;s, but this is Blue. He&#39;s a very smoochable pooch who needs your help. 13/10

https://t.co/piiX0ke8Z6 https://t.co/1UHrKcaCiO
This is Dutch. He dressed up as his favorite emoji for Valentine&#39;s Day. I&#39;ve got heart eyes for his heart eyes. 13/10 https://t.co/BCbmFYLrse
This is Pete. He has no eyes. Needs a guide doggo. Also appears to be considerably fluffy af. 12/10 would hug softly https://t.co/Xc0gyovCtK
I couldn&#39;t make it to the #WKCDogShow BUT I have people there on the ground relaying me the finest pupper pics possible. 13/10 for all https://t.co/jd6lYhfdH4
This is Scooter and his son Montoya.  Scooter is a wonderful father. He takes very good care of Montoya. Both 12/10 would pet at same time https://t.co/ghqMfxxa4V
This is Tucker. He&#39;s feeling h*ckin festive and his owners don&#39;t have the heart to tell him Christmas is over. 12/10 https://t.co/zqR5XKMpuY
Say hello to Reggie. He hates puns. 12/10 lighten pup Reggie https://t.co/X4vNEzAod5
This is Lilly. She just parallel barked. Kindly requests a reward now. 13/10 would pet so well https://t.co/SATN4If5H5
RT @dog_rates: This is Kyro. He&#39;s a Stratocumulus Flop. Tongue ejects at random. Serious h*ckin condition. Still 12/10 would pet passionate…
Meet Samson. He&#39;s absolute fluffy perfection. Easily 13/10, but he needs your help. Click the link to find out more

https://t.co/z82hCtwhpn https://t.co/KoWrMkbMbW
RT @dog_rates: This is Loki. He smiles like Elvis. Ain&#39;t nothin but a hound doggo. 12/10 https://t.co/QV5nx6otZR
This is Mia. She already knows she&#39;s a good dog. You don&#39;t have to tell her. 12/10 would probably tell her anyway https://t.co/xeudgDXmTU
This is Leo. He was a skater pup. She said see ya later pup. He wasn&#39;t good enough for her. 12/10 you&#39;re good enough for me Leo https://t.co/Xw9JbJHTul
Here&#39;s a stressed doggo. Had a long day. Many things on her mind. The hat communicates these feelings exquisitely. 11/10 https://t.co/fmRS43mWQB
This is Astrid. She&#39;s a guide doggo in training. 13/10 would follow anywhere https://t.co/xo7FZFIAao
This is Malcolm. He goes from sneaky tongue slip to flirt wink city in a matter of seconds. 12/10 would hug softly https://t.co/rHwfySggqR
This is Dexter. He was reunited with his mom yesterday after she was stuck in Iran during the travel Bannon. 13/10 welcome home https://t.co/U50RlRw4is
RT @dog_rates: This is Gus. He likes to be close to you, which is good because you want to be close to Gus. 12/10 would boop then pet https…
This is Alfie. He&#39;s your Lyft for tonight. Kindly requests you buckle pup and remain reasonably calm during the ride. 13/10 he must focus https://t.co/AqPTHYUBFz
This is Fiona. She&#39;s an exotic dog. Seems rather impatient. Jaw extension on another level tho. Looks slippery. 10/10 would still pet https://t.co/vst2SEVJO3
Occasionally, we&#39;re sent fantastic stories. This is one of them. 14/10 for Grace https://t.co/bZ4axuH6OK
This is Mutt Ryan. He&#39;s quite confident at the moment. 12/10 rise pup! https://t.co/ZH5CvRlCxt
This is Bear. He went outside to play in the snow. Needed a break from the game. Feeling a tad better now. 12/10  deep breaths Bear https://t.co/7WFLKli2T3
Meet Doobert. He&#39;s a deaf doggo. Didn&#39;t stop him on the field tho. Absolute legend today. 14/10 would pat head approvingly https://t.co/iCk7zstRA9
This is Beebop. Her name means &#34;Good Dog&#34; in robot. She also was a star on the field today. 13/10 would pet well https://t.co/HKBVZqXFNR
This is Alexander Hamilpup. He was one of the many stars in this year&#39;s Puppy Bowl. He just hopes both teams had fun. 12/10 https://t.co/JcTuUcyYNS
Beebop and Doobert should start a band 12/10 would listen
This is Sailer. He waits on the roof for his owners to come home. Nobody knows how he gets up there. H*ckin loyal af. 13/10 https://t.co/O37z4jaMG9
Say hello to Brutus and Jersey. They think they&#39;re the same size. Best furiends furever. Both 11/10 would pet simultaneously https://t.co/rkhCFfDtxB
This is Kona. Yesterday she stopped by the department to see what it takes to be a police pupper. 12/10 vest was only a smidge too big https://t.co/j8D3PQJvpJ
This is Boots. She doesn&#39;t know what to do with treats so she just holds them. Very good girl. 12/10 would give more treats https://t.co/eAA8lratd3
Meet Tucker. It&#39;s his birthday. He&#39;s pupset with you because you&#39;re too busy playing @GoodDogsGame to celebrate. 13/10 would put down phone https://t.co/vrppizPGdb
This is Ralphie. He&#39;s being treated for an overactive funny bone, which is no joke. 12/10 would try to pet with a straight face https://t.co/UU3KqQF5n5
RT @dog_rates: This is Phil. He&#39;s an important dog. Can control the seasons. Magical as hell. 12/10 would let him sign my forehead https://…
This is Charlie. He wins every game of chess he plays. Won&#39;t let opponent pet him until they forfeit. 13/10 you win again Charlie https://t.co/UkyQibIBzZ
This is Loki. He smiles like Elvis. Ain&#39;t nothin but a hound doggo. 12/10 https://t.co/QV5nx6otZR
This is Cupid. He was found in the trash. Now he&#39;s well on his way to prosthetic front legs and a long happy doggo life. 13/10 heroic af https://t.co/WS0Gha8vRh
RT @dog_rates: Please only send in dogs. We only rate dogs, not seemingly heartbroken ewoks. Thank you... still 10/10 would console https:/…
I was going to do 007/10, but the joke wasn&#39;t worth the &amp;lt;10 rating
This is Pawnd... James Pawnd. He&#39;s suave af. 13/10 would trust with my life https://t.co/YprN62Z74I
This is Pilot. He has mastered the synchronized head tilt and sneaky tongue slip. Usually not unlocked until later doggo days. 12/10 https://t.co/YIV8sw8xkh
We only rate dogs. Please don&#39;t send in any more non-dogs like this Wild Albanian Street Moose. Thank you... 11/10 https://t.co/srXL2s868C
Here&#39;s a little more info on Dew, your favorite roaming doggo that went h*ckin viral. 13/10 
https://t.co/1httNYrCeW https://t.co/KvaM8j3jhX
This is Ike. He&#39;s demonstrating the pupmost restraint. 13/10 super good boy https://t.co/6gHoGah9nm
This is Mo. No one will push him around in the grocery cart. He&#39;s quite pupset about it. 11/10 I volunteer https://t.co/feNwTq12S5
This is Toby. He just found out you only pretend to throw the ball sometimes. H*ckin puppalled. 12/10 would console https://t.co/YimNdkZrhM
Here&#39;s a very loving and accepting puppo. Appears to have read her Constitution well. 14/10 would pat head approvingly https://t.co/6ao80wIpV1
This is Sweet Pea. She hides in shoe boxes and waits for someone to pick her. Then she surpuprises them. 13/10 https://t.co/AyBEmx56MD
RT @dog_rates: Say hello to Pablo. He&#39;s one gorgeous puppo. A true 12/10. Click the link to see why Pablo requests your assistance

https:/…
Say hello to Pablo. He&#39;s one gorgeous puppo. A true 12/10. Click the link to see why Pablo requests your assistance

https://t.co/koHvVQp9bL https://t.co/IhW0JKf7kc
RT @dog_rates: This is Bailey. She loves going down slides but is very bad at it. Still 11/10 https://t.co/ivPWhspN3E
This is Scooter. His lack of opposable thumbs is rendering his resistance to tickling embarrassingly moot. 12/10 would keep tickling https://t.co/F0VWg2GztI
This is Wilson. Named after the volleyball. He tongue wrestled a bee and lost. 13/10 valiant effort tho https://t.co/A5Mx4h1FSM
Retweet the h*ck out of this 13/10 pupper #BellLetsTalk https://t.co/wBmc7OaGvS
This is Nala. She got in trouble. One h*ck of a pupnishment. Still 11/10 would pet https://t.co/EmJbG0skLt
&#34;I wish we were dogs&#34; 14/10 for @BadlandsNPS https://t.co/50qq2DItPW
This is Cash. He&#39;s officially given pup on today. 12/10 frighteningly relatable https://t.co/m0hrATIEyw
RT @dog_rates: This is Balto. He&#39;s very content. Legendary tongue slippage. 12/10 would pet forever https://t.co/T7Jr4Gw4sC
This is Winston. The goggles make him a superhero. Protects the entire city from criminals unless they rub his belly really well. 12/10 https://t.co/yCydYURYEL
This is Crawford. He&#39;s quite h*ckin good at the selfies. Nose is incredibly boopable. 11/10 would snapchat https://t.co/6F5Rrp472U
@HistoryInPics 13/10
This is Wyatt. He&#39;s got the fastest paws in the West. H*ckin deadly. 11/10 would ride into the sunset with https://t.co/stkJ377KK7
RT @dog_rates: We only rate dogs. Please don&#39;t send pics of men capturing low level clouds. Thank you... 11/10 https://t.co/rLi83ZyCL5
This is Albus. He&#39;s soaked as h*ck. Seems to have misplaced an ear as well. Still in good spirits tho. 12/10 would dry https://t.co/yUM8jYStuG
Here&#39;s a super supportive puppo participating in the Toronto  #WomensMarch today. 13/10 https://t.co/nTz3FtorBc
This is Hobbes. He was told he was going to the park. Ended up at the vet. H*ckin bamboozled. Quite pupset with you. 12/10 https://t.co/SSQE06XClS
RT @dog_rates: This is Paisley. She really wanted to be president this time. Dreams officially crushed. 13/10 https://t.co/liJGwMp17E
Please stop sending in non-canines like this Very Pettable Dozing Bath Tortoise. We only rate dogs. Only send dogs... 12/10 https://t.co/mcagPeENIh
This is Paisley. She really wanted to be president this time. Dreams officially crushed. 13/10 https://t.co/liJGwMp17E
This is Gabe. He was the unequivocal embodiment of a dream meme, but also one h*ck of a pupper. You will be missed by so many. 14/10 RIP https://t.co/M3hZGadUuO
We only rate dogs. Please don&#39;t send pics of men capturing low level clouds. Thank you... 11/10 https://t.co/rLi83ZyCL5
RT @dog_rates: This is Mattie. She&#39;s extremely dangerous. Will bite your h*ckin finger right off. Still 11/10 would pet with caution https:…
This is Jimison. He was just called a good boy. 13/10 https://t.co/djMep7mGkV
RT @dog_rates: Meet Hercules. He can have whatever he wants for the rest of eternity. 12/10 would snug passionately https://t.co/mH0IOyFdIG
This is Duchess. She uses dark doggo forces to levitate her toys. 13/10 magical af https://t.co/maDNMETA52
This is Harlso. He has a really good idea but isn&#39;t sure you&#39;re going to like it. 13/10 he&#39;ll just keep it to himself https://t.co/IzcaR3Nqyn
RT @dog_rates: This is Sampson. He just graduated. Ready to be a doggo now. Time for the real world. 12/10 have fun with taxes https://t.co…
This is Sundance. He&#39;s a doggo drummer. Even sings a bit on the side. 14/10 entertained af (vid by @sweetsundance) https://t.co/Xn5AQtiqzG
@imgur for a polar bear tho I&#39;d say 13/10 is appropriate
This is Luca. He got caught howling. H*ckin embarrassed. 12/10 https://t.co/r8DxA8DYJ2
Here&#39;s a doggo who looks like he&#39;s about to give you a list of mythical ingredients to go collect for his potion. 11/10 would obey https://t.co/8SiwKDlRcl
This is Flash. He went way too hard celebrating Martin Luther King Day last night. 12/10 now he&#39;s having a dream in his honor https://t.co/bryVdNaRcu
RT @dog_rates: This is Finn. He&#39;s wondering if you come here often. Fr*ckin flirtatious af. 12/10 would give number to https://t.co/ii5eNX5…
Meet Sunny. He can take down a polar bear in one fell swoop. Fr*cken deadly af. 13/10 would pet with caution https://t.co/EMq8Ud6Ze1
The floofs have been released I repeat the floofs have been released. 84/70 https://t.co/NIYC820tmd
RT @dog_rates: We are proud to support @LoveYourMelon on their mission to put a hat on every kid battling cancer. They are 14/10

https://t…
RT @dog_rates: This is Peaches. She&#39;s the ultimate selfie sidekick. Super sneaky tongue slip appreciated. 13/10 https://t.co/pbKOesr8Tg
We are proud to support @LoveYourMelon on their mission to put a hat on every kid battling cancer. They are 14/10

https://t.co/XQlmPTLHPl https://t.co/ZNIkkHgtYE
I&#39;ve never wanted to go to a camp more in my entire life. 12/10 for all on board https://t.co/wJZlpGFEbD
RT @dog_rates: This is Oliver. He has dreams of being a service puppo so he can help his owner. 13/10 selfless af

make it happen:
https://…
This is Oliver. He has dreams of being a service puppo so he can help his owner. 13/10 selfless af

make it happen:
https://t.co/f5WMsx0a9K https://t.co/6lJz0DKZIb
Here we have a doggo who has messed up. He was hoping you wouldn&#39;t notice. 11/10 someone help him https://t.co/XdRNXNYD4E
This is Howie. He just bloomed. 11/10 revolutionary af https://t.co/m5fYxrO3IU
This is Jazzy. She just found out that sandwich wasn&#39;t for her. Shocked and puppalled. 13/10 deep breaths Jazzy https://t.co/52cItP0vIO
Say hello to Anna and Elsa. They fall asleep in similar positions. It&#39;s pretty wild. Both 12/10 would snug simultaneously https://t.co/8rUL99bX4W
Some happy pupper news to share. 10/10 for everyone involved 
https://t.co/MefMAZX2uv
This is Finn. He&#39;s wondering if you come here often. Fr*ckin flirtatious af. 12/10 would give number to https://t.co/ii5eNX5LJT
RT @dog_rates: This is Bo. He was a very good First Doggo. 14/10 would be an absolute honor to pet https://t.co/AdPKrI8BZ1
RT @dog_rates: This is Sunny. She was also a very good First Doggo. 14/10 would also be an absolute honor to pet https://t.co/YOC1fHFCSb
This is Sunny. She was also a very good First Doggo. 14/10 would also be an absolute honor to pet https://t.co/YOC1fHFCSb
This is Bo. He was a very good First Doggo. 14/10 would be an absolute honor to pet https://t.co/AdPKrI8BZ1
RT @dog_rates: This is Seamus. He&#39;s very bad at entering pools. Still a very good boy tho 11/10 https://t.co/hfi264QwYM
Meet Wafer. He represents every fiber of my being. 13/10 very good dog https://t.co/I7bkhxBxUG
This is Bear. He&#39;s a passionate believer of the outdoors. Leaves excite him. 12/10 would hug softly https://t.co/FOF0hBDxP8
RT @dog_rates: This is Chelsea. She forgot how to dog. 11/10 get it together pupper https://t.co/nBJ5RE4yHb
This is Tom. He&#39;s a silly dog. Known for his unconventional swing style. One h*ck of a sneaky tongue slip too. 11/10 would push https://t.co/6fSVcn9HAU
RT @dog_rates: Meet Moose. He doesn&#39;t want his friend to go back to college. 13/10 looks like you&#39;re staying home John https://t.co/LIhmM7i…
This is Florence. He saw the same snap you sent him on your story. Pretty pupset with you. 12/10 https://t.co/rnkvT2kvib
This is Autumn. Her favorite toy is a cheeseburger. She takes it everywhere. 11/10 https://t.co/JlPug12E5Z
Looks like he went cross-eyed trying way too hard to use the force. 12/10 
https://t.co/bbuKxk0fM8
This is Buddy. He ran into a glass door once. Now he&#39;s h*ckin skeptical. 13/10 empowering af (vid by Brittany Gaunt) https://t.co/q2BgNIi3OA
This is Dido. She&#39;s playing the lead role in &#34;Pupper Stops to Catch Snow Before Resuming Shadow Box with Dried Apple.&#34; 13/10 (IG: didodoggo) https://t.co/m7isZrOBX7
Say hello to Eugene &amp;amp; Patti Melt. No matter how dysfunctional they get, they will never top their owners. Both 12/10 would pet at same time https://t.co/jQUdvtdYMu
RT @dog_rates: Meet Herschel. He&#39;s slightly bigger than ur average pupper. Looks lonely. Could probably ride 7/10 would totally pet https:/…
This is Ken. His cheeks are magic. 13/10 (IG: ken_shiba) https://t.co/btzf1zTDeQ
Meet Strudel. He&#39;s rather h*ckin pupset that your clothes clash. 11/10 click the link to see how u can help Strudel

https://t.co/3uxgLz8d0l https://t.co/O0ECL1StB2
RT @dog_rates: Here&#39;s a pupper with squeaky hiccups. Please enjoy. 13/10 https://t.co/MiMKtsLN6k
This is Tebow. He kindly requests that you put down the coffee and play with him. 13/10 such a good boy https://t.co/56uBP28eqw
Name a more iconic quartet... I&#39;ll wait. 13/10 for all https://t.co/kCLgD8687T
This is Chloe. She fell asleep at the wheel. Absolute menace on the roadways. Sneaky tongue slip tho. 11/10 https://t.co/r6SLVN2VUH
RT @dog_rates: This is Betty. She&#39;s assisting with the dishes. Such a good puppo. 12/10 h*ckin helpful af https://t.co/dgvTPZ9tgI
This is Timber. He misses Christmas. Specifically the presents part. 12/10 cheer pup Timber https://t.co/dVVavqpeF9
This is Binky. She appears to be rather h*ckin cozy. Nifty leg cross as well. 12/10 would snug well https://t.co/WFt82XLyEF
Meet Moose. He doesn&#39;t want his friend to go back to college. 13/10 looks like you&#39;re staying home John https://t.co/LIhmM7i70k
This is Dudley. He found a flower and now he&#39;s a queen. 11/10 would be an honor to pet https://t.co/nuJxtmlLcY
This is Comet. He&#39;s a Wild Estonian Poofer. Surprised they caught him. 12/10 would pet well https://t.co/tlfuZ25IMi
RT @dog_rates: Meet Jack. He&#39;s one of the rare doggos that doesn&#39;t mind baths. 11/10 click the link to see how you can help Jack!

https://…
RT @dog_rates: This is Larry. He has no self control. Tongue still nifty af tho 11/10 https://t.co/ghyT4Ubk1r
Meet Jack. He&#39;s one of the rare doggos that doesn&#39;t mind baths. 11/10 click the link to see how you can help Jack!

https://t.co/r4W111FzAq https://t.co/fQpYuMKG3p
Here&#39;s a pupper with squeaky hiccups. Please enjoy. 13/10 https://t.co/MiMKtsLN6k
RT @dog_rates: Say hello to Levi. He&#39;s a Madagascan Butterbop. One of the more docile Butterbops I&#39;ve seen. 12/10 would give all the pets h…
This is Akumi. It&#39;s his birthday. He received many lickable gifts. 11/10 happy h*ckin birthday https://t.co/gd9UlLOCQ0
This is Titan. His nose is quite chilly. Requests to return to the indoors. 12/10 would boop to warm https://t.co/bLZuOh9sKy
Happy New Year from the squad! 13/10 for all https://t.co/9njRxyUd5L
This is Cooper. Someone attacked him with a sharpie. Poor pupper. 11/10 nifty tongue slip tho https://t.co/01vpuRDXQ8
This is Olivia. She&#39;s a passionate advocate of candid selfies. 12/10 would boop shnoop https://t.co/0LdNjoiNbv
RT @dog_rates: Meet Beau &amp;amp; Wilbur. Wilbur stole Beau&#39;s bed from him. Wilbur now has so much room for activities. 9/10 for both pups https:/…
This is Alf. Someone just rubbed a balloon on his head. He&#39;s only a little pupset about it. 12/10 would pet well https://t.co/IOdgfnSE9G
This is Oshie. He&#39;s ready to party. Bought that case himself. 12/10 someone tell Oshie it&#39;s Wednesday morning https://t.co/YIJo7X7K9J
RT @dog_rates: This is Bruce. He never backs down from a challenge. 11/10 you got this Bruce https://t.co/aI7umZHIq7
This is Chubbs. He dug a hole and now he&#39;s stuck in it. Dang h*ckin doggo. 11/10 would assist https://t.co/z1VRj1cYZf
Meet Gary, Carrie Fisher&#39;s dog. Idk what I can say about Gary that reflects the inspirational awesomeness that was Carrie Fisher. 14/10 RIP https://t.co/uBnQTNEeGg
This is Sky. She&#39;s learning how to roll her R&#39;s. 12/10 cultured af https://t.co/OuaVvVkwJ1
Here is Atlas. He went all out this year. 13/10 downright magical af https://t.co/DVYIZOnO81
Here&#39;s a doggo who has concluded that Christmas is entirely too bright. Requests you tone it down a notch. 11/10 https://t.co/cD967DjnIn
We only rate dogs. Please don&#39;t send in other things like this very good Christmas tree. Thank you... 13/10 https://t.co/rvSANEsQZJ
This is Eleanor. She winks like she knows many things that you don&#39;t. 12/10 https://t.co/bxGwkJa2kE
This is Layla. It is her first Christmas. She got to be one of the presents. 12/10 I wish my presents would bark https://t.co/hwhCbhCjnV
Everybody stop what you&#39;re doing and look at this dog with her tiny Santa hat. 13/10 https://t.co/KK4XQK9SPi
I&#39;ve been informed by multiple sources that this is actually a dog elf who&#39;s tired from helping Santa all night. Pupgraded to 12/10
Here&#39;s an anonymous doggo that appears to be very done with Christmas. 11/10 cheer up pup https://t.co/BzITyGw3JA
Meet Toby. He&#39;s pupset because his hat isn&#39;t big enough. Christmas is ruined. 12/10 it&#39;ll be ok Toby https://t.co/zfdaGZlweq
This is Rocky. He got triple-doggo-dared. Stuck af. 11/10 someone help him https://t.co/soNL00XWVu
This is Baron. He&#39;s officially festive as h*ck. Thinks it&#39;s just a fancy scarf. 11/10 would pat head approvingly https://t.co/PjulYEXTvg
This is Tyr. He is disgusted by holiday traffic. Just trying to get to Christmas brunch on time. 12/10 hurry up pup https://t.co/syuTXARdtN
This is Bauer. He had nothing to do with the cookies that disappeared. 13/10 very good boy https://t.co/AIMF8ouzvl
This is Swagger. He&#39;s the Cleveland Browns ambassador. Hype as h*ck after that first win today. 10/10 https://t.co/lXFM1l22bG
RT @dog_rates: Meet Sammy. At first I was like &#34;that&#39;s a snowflake. we only rate dogs,&#34; but he would&#39;ve melted by now, so 10/10 https://t.c…
This is Brandi and Harley. They are practicing their caroling for later. Both 12/10 festive af https://t.co/AbBDuGZUpp
I&#39;m happy to inform you all that Jake is in excellent hands. 13/10 for him and his new family 
https://t.co/LRCTJpnCnS https://t.co/wZz7fI6XO1
This is Mary. She&#39;s desperately trying to recreate her Coachella experience.   12/10 downright h*ckin adorable https://t.co/BAJrfPvtux
This is Moe. He&#39;s a fetty woof. Got a cardboard cutout of himself for Christmas. 13/10 inspirational af https://t.co/gCnAeL2mvT
Say hello to Ted. He accidentally opened the front facing camera. 11/10 h*ckin unpupared https://t.co/sIB5C6FDop
This is Halo. She likes watermelon. 13/10 https://t.co/TZkiQZqwA6
PUPDATE: I&#39;ve been informed that Augie was actually bringing his family these flowers when he tripped. Very good boy. Pupgraded to 11/10
This is Augie. He&#39;s a savage. Doesn&#39;t give a h*ck about your garden. Still 10/10 would forgive then pet https://t.co/IU8S0n4oxn
This is Craig. That&#39;s actually a normal sized fence he&#39;s stuck on. H*ckin massive pupper. 11/10 someone help him https://t.co/aAUXzoxaBy
Meet Sam. She smiles 24/7 &amp;amp; secretly aspires to be a reindeer. 
Keep Sam smiling by clicking and sharing this link:
https://t.co/98tB8y7y7t https://t.co/LouL5vdvxx
This is Hunter. He just found out he needs braces. Requesting an orthodogtist stat. 11/10 you&#39;re fine Hunter, everything&#39;s fine https://t.co/zW1o0W4AYV
This is Pavlov. His floatation device has failed him. He&#39;s quite pupset about it. 11/10 would rescue https://t.co/MXd0AGDsRJ
This is Phil. He&#39;s a father. A very good father too. 13/10 everybody loves Phil https://t.co/9p6ECXJMMu
This is Gus. He likes to be close to you, which is good because you want to be close to Gus. 12/10 would boop then pet https://t.co/DrsrQkEfnb
Please only send in dogs. We only rate dogs, not seemingly heartbroken ewoks. Thank you... still 10/10 would console https://t.co/HIraYS1Bzo
RT @dog_rates: This is Maximus. His face is stuck like that. Tragic really. Great tongue tho. 12/10 would pet firmly https://t.co/xIfrsMNLBR
I call this one &#34;A Blep by the Sea&#34; 12/10 https://t.co/EMdnCugNbo
This is Kyro. He&#39;s a Stratocumulus Flop. Tongue ejects at random. Serious h*ckin condition. Still 12/10 would pet passionately https://t.co/wHu15q2Q6p
This is Wallace. You said you brushed your teeth but he checked your toothbrush and it was bone dry. 11/10 not pupset, just disappointed https://t.co/nadm8yWZ4h
This is Ito. He&#39;ll be your uber driver tonight. Currently adjusting the mirrors. 13/10 incredibly h*ckin responsible https://t.co/Zrrcw29o13
Here&#39;s a pupper in a onesie. Quite pupset about it. Currently plotting revenge. 12/10 would rescue https://t.co/xQfrbNK3HD
This is Koda. He dug a hole and then sat in it because why not. Unamused by the bath that followed. 12/10 https://t.co/SQhyqrr8px
This is Seamus. He&#39;s very bad at entering pools. Still a very good boy tho 11/10 https://t.co/hfi264QwYM
RT @dog_rates: This is Milo. I would do terrible things for Milo. 13/10 https://t.co/R6wJyC2Tey
Here we have Burke (pupper) and Dexter (doggo). Pupper wants to be exactly like doggo. Both 12/10 would pet at same time https://t.co/ANBpEYHaho
This is Cooper. He likes to stick his tongue out at you and then laugh about it. 12/10 quite the jokester https://t.co/O9iGgvfuzl
This is Ollie Vue. He was a 3 legged pupper on a mission to overcome everything. This is very hard to write. 14/10 we will miss you Ollie https://t.co/qTRY2qX9y4
This is Stephan. He just wants to help. 13/10 such a good boy https://t.co/DkBYaCAg2d
RT @dog_rates: This is Cali. She arrived preassembled. Convenient af. 12/10 appears to be rather h*ckin pettable https://t.co/vOBV1ZqVcX
This is Lennon. He&#39;s a Boopershnoop Pupperdoop. Quite rare. Exceptionally pettable. 12/10 would definitely boop that shnoop https://t.co/fhgP6vSfhX
&#34;Good afternoon class today we&#39;re going to learn what makes a good boy so good&#34; 13/10 https://t.co/f1h2Fsalv9
RT @dog_rates: Idk why this keeps happening. We only rate dogs. Not Bangladeshi Couch Chipmunks. Please only send dogs... 12/10 https://t.c…
Hooman catch successful. Massive hit by dog. Fumble ensued. Possession to dog. 13/10 https://t.co/QrFkqgHR1G
This is Waffles. He&#39;s concerned that the dandruff shampoo he just bought is faulty. 11/10 tragic af https://t.co/BCB87qUU0h
RT @dog_rates: This is Dave. He&#39;s currently in a predicament. Doesn&#39;t seem to mind tho. 12/10 someone assist Dave https://t.co/nfprKAXqwu
We only rate dogs. Please stop sending in non-canines like this Freudian Poof Lion. This is incredibly frustrating... 11/10 https://t.co/IZidSrBvhi
RT @dog_rates: This is Penny. She fought a bee and the bee won. 10/10 you&#39;re fine Penny, everything&#39;s fine https://t.co/zrMVdfFej6
This is Major. He put on a tie for his first real walk. Only a little crooked. Can also drool upwards. H*ckin talented. 12/10 https://t.co/Zcwr8LgoO8
This is Duke. He is not a fan of the pupporazzi. 12/10 https://t.co/SgpBVYIL18
RT @dog_rates: This is Reginald. He&#39;s one magical puppo. Aerodynamic af. 12/10 would catch https://t.co/t0cEeRbcXJ
This is Zeke the Wonder Dog. He never let that poor man keep his frisbees. One of the Spartans all time greatest receivers. 13/10 RIP Zeke https://t.co/zacX7S6GyJ
Meet Sansa and Gary. They run along the fence together everyday, so the owners installed a window for them. Both 12/10 h*ckin romantic af https://t.co/1JUduNuaWl
This is Shooter. He&#39;s doing quite the snowy zoom. 12/10 https://t.co/lHy4Xbyhd9
This is Django. He accidentally opened the front facing camera. Did him quite the frighten. 12/10 https://t.co/kQVQoOW9NZ
HE&#39;S TRYING TO BE HIS OWN PERSON LET HIM GO 13/10
https://t.co/LEZ8jR5txd
RT @dog_rates: This is Rusty. He&#39;s going D1 for sure. Insane vertical. 13/10 would draft https://t.co/AsykOwMrXQ
This is Bo. He&#39;s going to make me cry. 13/10 please get off the bus for him Carly https://t.co/U7FvBZo6Bq
This is Diogi. He fell in the pool as soon as he was brought home. Clumsy puppo. 12/10 would pet until dry https://t.co/ZxeRjMKaWt
RT @dog_rates: I present to you... Dog Jesus. 13/10 (he could be sitting on a rock but I doubt it) https://t.co/fR1P3g5I6k
Pupper hath acquire enemy. 13/10 https://t.co/ns9qoElfsX
Meet Sonny. He&#39;s an in-home movie critic. That is his collection. He&#39;s very proud of it. 12/10 https://t.co/yPbCALoy2n
RT @dog_rates: This is Philbert. His toilet broke and he doesn&#39;t know what to do. Trying not to panic. 11/10 furustrated af https://t.co/Nb…
This is Winston. His selfie game is legendary. Will steal your girl with a single snap. 11/10 handsome as h*ck https://t.co/jxQhxoPsgL
This is Marley. She&#39;s having a ruff day. Pretty pupset. 12/10 would assist https://t.co/yLm7hQ6UXh
RT @dog_rates: &#34;Yep... just as I suspected. You&#39;re not flossing.&#34; 12/10 and 11/10 for the pup not flossing https://t.co/SuXcI9B7pQ
This is Bailey. She has mastered the head tilt. 11/10 rather h*ckin adorable https://t.co/urhl90ZE1O
This is Winnie. She&#39;s h*ckin ferocious. Dandelion doesn&#39;t even see her coming. 12/10 would pet with caution https://t.co/EFfLCP7oQv
This is Severus. He&#39;s here to fix your cable. Looks like he succeeded. Even offered to pupgrade your plan. 13/10 h*ckin helpful https://t.co/aX4brLLpWZ
Like doggo, like pupper version 2. Both 11/10 https://t.co/9IxWAXFqze
RT @dog_rates: Everybody drop what you&#39;re doing and look at this dog. 13/10 must be super h*ckin rare https://t.co/I1bJUzUEW5
This is Loki. He&#39;ll do your taxes for you. Can also make room in your budget for all the things you bought today. 12/10 what a puppo https://t.co/5oWrHCWg87
RT @ChinoChinako: They&#39;re good products, Brent

Mug holds drinks; hoodie is comfy af. 13/10 

Puppy Aika h*cking agrees. @dog_rates https:/…
This is Ronnie. He hopes you&#39;re having a great day. Nifty tongue slip. 12/10 would pat head approvingly https://t.co/4fY2bsAm65
.@NBCSports OMG THE TINY HAT I&#39;M GOING TO HAVE TO SAY 11/10 NBC
This is Wallace. He&#39;ll be your chau-fur this evening. 12/10 eyes on the road Wallace https://t.co/p1RD39XjUe
oh h*ck 10/10 https://t.co/bC69RrW559
This is Milo. I would do terrible things for Milo. 13/10 https://t.co/R6wJyC2Tey
RT @dog_rates: This is Anakin. He strives to reach his full doggo potential. Born with blurry tail tho. 11/10 would still pet well https://…
This is Bones. He&#39;s being haunted by another doggo of roughly the same size. 12/10 deep breaths pupper everything&#39;s fine https://t.co/55Dqe0SJNj
@SkyWilliams doggo simply protecting you from evil that which you cannot see. 11/10 would give extra pets
RT @Lin_Manuel: 11/10 would recommend. https://t.co/pnUF69K4xk
Say hello to Mauve and Murphy. They&#39;re rather h*ckin filthy. Preferred nap over bath. Both 12/10 https://t.co/4UwCTW3lXG
This is Chef. Chef loves everyone and wants everyone to love each other. 11/10 https://t.co/ILHGs0e6Dm
Here&#39;s a very sleepy pupper. Appears to be portable as h*ck. 12/10 would snug intensely https://t.co/61sX7pW5Ca
RT @dog_rates: This is Sampson. He&#39;s about to get hit with a vicious draw 2. Has no idea. 11/10 poor pupper https://t.co/FYT9QBEnKG
This is Doc. He takes time out of every day to worship our plant overlords. 12/10 quite the floofer https://t.co/azMneS6Ly5
RT @dog_rates: This is Bo. He&#39;s a Benedoop Cumbersnatch. Seems frustrated with own feet. Portable as hell. 11/10 very solid pupper https://…
This is Peaches. She&#39;s the ultimate selfie sidekick. Super sneaky tongue slip appreciated. 13/10 https://t.co/pbKOesr8Tg
Here&#39;s a doggo doin a struggle. 11/10 much determined https://t.co/gQqRBfkX4I
RT @dog_rates: This is Tucker. He would like a hug. 13/10 someone hug him https://t.co/wdgY9oHPrT
This is Sobe. She&#39;s a h*ckin happy doggo. Only one leg tho. Must have good balance. 13/10 would smile back https://t.co/OiH8PaOxB1
This is Longfellow (prolly sophisticated). He&#39;s a North Appalachian Oatzenjammer. Concerned about wrinkled feets. 12/10 would hug softly https://t.co/bpLuQuxzHZ
RT @dog_rates: I WAS SENT THE ACTUAL DOG IN THE PROFILE PIC BY HIS OWNER THIS IS SO WILD. 14/10 ULTIMATE LEGEND STATUS https://t.co/7oQ1wpf…
This is Jeffrey. He&#39;s quite the jokester. Takes it too far sometimes. Still 11/10 would pet https://t.co/YDtZcAiMAf
This is Mister. He only wears the most fashionable af headwear. 11/10 h*ckin stylish https://t.co/BXJFKOVnJm
This is Iroh. He&#39;s in a predicament. 12/10 someone help him https://t.co/KJAKO2kXsL
This is Shadow. He&#39;s a firm believer that they&#39;re all good dogs. H*ckin passionate about it too. 11/10 I stand with Shadow https://t.co/8yvpacwBcu
RT @dog_rates: Meet Baloo. He&#39;s expecting a fast ground ball, hence the wide stance. Prepared af. 11/10 nothing runs like a pupper https://…
RT @dog_rates: We normally don&#39;t rate marshmallows but this one appears to be flawlessly toasted so I&#39;ll make an exception. 10/10 https://t…
RT @dog_rates: This is Stubert. He just arrived. 10/10 https://t.co/HVGs5aAKAn
RT @dog_rates: I&#39;m not sure what&#39;s happening here, but it&#39;s pretty spectacular. 12/10 for both https://t.co/JKXh0NbBNL
RT @dog_rates: Say hello to Jack (pronounced &#34;Kevin&#34;). He&#39;s a Virgo Episcopalian. Can summon rainbows. 11/10 magical as hell https://t.co/Y…
RT @dog_rates: Here we see a rare pouched pupper. Ample storage space. Looks alert. Jumps at random. Kicked open that door. 8/10 https://t.…
RT @dog_rates: I shall call him squishy and he shall be mine, and he shall be my squishy. 13/10 https://t.co/WId5lxNdPH
RT @dog_rates: This is Lola. She fell asleep on a piece of pizza. 10/10 frighteningly relatable https://t.co/eqmkr2gmPH
RT @dog_rates: This is Paull. He just stubbed his toe. 10/10 deep breaths Paull https://t.co/J5Mqn8VeYq
RT @dog_rates: This a Norwegian Pewterschmidt named Tickles. Ears for days. 12/10 I care deeply for Tickles https://t.co/0aDF62KVP7
RT @dog_rates: This is Timison. He just told an awful joke but is still hanging on to the hope that you&#39;ll laugh with him. 10/10 https://t.…
RT @dog_rates: Not familiar with this breed. No tail (weird). Only 2 legs. Doesn&#39;t bark. Surprisingly quick. Shits eggs. 1/10 https://t.co/…
RT @dog_rates: This is Davey. He&#39;ll have your daughter home by 8. Just a stand up pup. 11/10 would introduce to mom https://t.co/E6bGWf9EOm
This is Cooper. His bow tie was too heavy for the front so he moved it to the side. Balanced af now. 13/10 https://t.co/jG1PAFkB81
Here&#39;s a helicopter pupper. He takes off at random. H*ckin hard to control. 12/10 rare af https://t.co/GRWPgNKt2z
This is Cassie. She steals things. Guilt increases slightly each time. 12/10 would forgive almost immediately https://t.co/Ia19irLwyB
This is Pancake. She loves Batman and winks like a h*ckin champ. 12/10 real crowd pleaser https://t.co/6kqsAjJNhi
@JODYHiGHROLLER it may be an 11/10 but what do I know 😉
RT @dog_rates: This is Tyrone. He&#39;s a leaf wizard. Self-motivated. No eyes (tragic). Inspirational af. 11/10 enthusiasm is tangible https:/…
This is Tyr. He&#39;s just checking on you. Nifty af tongue slip. 12/10 would absolutely pet https://t.co/Jgnuiyvq06
Say hello to Romeo. He was just told that it&#39;s too cold for the pool. H*ckin nonsense. 11/10 would help fill up https://t.co/6hx7ur6sNI
RT @dog_rates: I want to finally rate this iconic puppo who thinks the parade is all for him. 13/10 would absolutely attend https://t.co/5d…
Here&#39;s a sleepy doggo that requested some assistance. 12/10 would carry everywhere https://t.co/bvkkqOjNDV
This is Snicku. He&#39;s having trouble reading because he&#39;s a dog. Glasses only helped a little. Nap preferred. 12/10 would snug well https://t.co/cVLUasbKA5
RT @dog_rates: This is Ruby. She just turned on the news. Officially terrified. 11/10 deep breaths Ruby https://t.co/y5KarNXWXt
This is Ruby. She just turned on the news. Officially terrified. 11/10 deep breaths Ruby https://t.co/y5KarNXWXt
#ImWithThor 13/10
https://t.co/a18mzkhTf6
I didn&#39;t believe it at first but now I can see that voter fraud is a serious h*ckin issue. 11/10 https://t.co/7i0bDMbrVN
This is Yogi. He&#39;s 98% floof. Snuggable af. 12/10 https://t.co/opoXKxmfFm
This is Daisy. She&#39;s here to make your day better. 13/10 mission h*ckin successful https://t.co/PbgvuD0qIL
Elder doggo does a splash. Both 13/10 incredible stuff https://t.co/gBUDjdEcqz
This is Brody. He&#39;s trying to make the same face as the football. 12/10 https://t.co/2H4MfOGlpQ
This is Bailey. She loves going down slides but is very bad at it. Still 11/10 https://t.co/ivPWhspN3E
RT @dog_rates: This is Rizzy. She smiles a lot. 12/10 contagious af https://t.co/TU4sZogVIq
This is Mack. He&#39;s rather h*ckin sleepy. Exceptional ears. 12/10 would boop https://t.co/XRPvTPF0VH
RT @dog_rates: This is Butter. She can have whatever she wants forever. 12/10 would hug softly https://t.co/x5gXRS1abq
This is Nimbus (like the cloud). He just bought this fancy af duck raincoat. Only protects one ear tho. 12/10 so h*ckin floofy https://t.co/SIQbb8c3AU
This is Laika. She was a space pupper. The first space pupper actually. Orbited earth like a h*ckin boss. 14/10 hero af https://t.co/trSjgY3h4g
This is Maximus. His face is stuck like that. Tragic really. Great tongue tho. 12/10 would pet firmly https://t.co/xIfrsMNLBR
This is Clark. He was just caught wearing pants. 13/10 game-changing af https://t.co/2Xo19aPrG5
RT @dog_rates: When she says you&#39;re a good boy and you know you&#39;re a good boy because you&#39;re a good boy. 13/10 https://t.co/O5IUmRHRIh
This is Dobby. I can&#39;t stop looking at her feet. 12/10 would absolutely snug https://t.co/LhzPWv6rTv
This is Fiona. She&#39;s an extremely mediocre copilot. Very distracting. Wink makes up for all the missed turns. 12/10 https://t.co/aF5MmpvPqN
This is Moreton. He&#39;s the Good Boy Who Lived. 13/10 magical as h*ck https://t.co/rLHGx3VAF3
Meet Dave. It&#39;s his favorite day of the year. He gets to fulfill his dream of being a dinosaur. 12/10 inspirational af https://t.co/MgQSdfZGPN
Oh h*ck look at this spookling right here. Fright level off the charts. 12/10 sufficiently spooked https://t.co/BNy9IIJMb0
This is Tucker. He&#39;s out here bustin h*ckin ghosts. 13/10 dedicated af https://t.co/Ap477GhwXt
This is Juno. She spooked me up real good, but only to get my attention. Above average handwriting for a dog I think. 11/10 https://t.co/hFxxBCWlwj
This is Maude. She&#39;s the h*ckin happiest wasp you&#39;ve ever seen. 10/10 would pet with caution https://t.co/etL8FHBrh8
Say hello to Lily. She&#39;s pupset that her costume doesn&#39;t fit as well as last year. 12/10 poor puppo https://t.co/YSi6K1firY
This is Newt. He&#39;s a strawberry. 11/10 https://t.co/2VhmlwxA1Q
This is Benji. He&#39;s Air Bud. It&#39;s a low effort costume but he pulls it off rather h*ckin well. 12/10 would happily get dunked on https://t.co/IbzT7DJvBo
This is Nida. She&#39;s a free elf. Waited so long for this day. 11/10 https://t.co/3lE8Izgmkf
Your favorite squad is looking extra h*ckin spooky today. 13/10 for all https://t.co/PrgvOyPtDT
This is Robin. She&#39;s desperately trying to do me a frighten, but her tongue drastically decreases her spook value. Still 11/10 great effort https://t.co/sxMrsOZ8zb
Here is a perfect example of someone who has their priorities in order. 13/10 for both owner and Forrest https://t.co/LRyMrU7Wfq
This is Bailey. She&#39;s rather h*ckin hype for Halloween tomorrow. Carved those pupkins herself. 12/10 https://t.co/v17mFm0Ftz
This is Monster. Not an actual monster tho. He&#39;s showing you his tongue. Very impressive Monster. 12/10 would snug https://t.co/RhaPExuxJL
Meet BeBe. She rocks the messy bun of your dreams. H*ckin flawless. 12/10 would watch her tutorial https://t.co/of0pFNBIl8
This is Remus. He&#39;s a mop that came to life. Can&#39;t see anything. Constantly trips over himself. Still a very good dog. 11/10 https://t.co/S3f1SYylzu
RT @dog_rates: This little fella really hates stairs. Prefers bush. 13/10 legendary pupper https://t.co/e3LPMAHj7p
RT @dog_rates: I&#39;m not sure what this dog is doing but it&#39;s pretty inspirational. 12/10 https://t.co/4Kn9GEHXiE
RT @dog_rates: This is Maddie. She gets some wicked air time. Hardcore barkour. 11/10 nimble af https://t.co/bROYbceZ1u
Vine will be deeply missed. This was by far my favorite one. 14/10 https://t.co/roqIxCvEB3
When she says you&#39;re a good boy and you know you&#39;re a good boy because you&#39;re a good boy. 13/10 https://t.co/O5IUmRHRIh
Say hello to Levi. He&#39;s a Madagascan Butterbop. One of the more docile Butterbops I&#39;ve seen. 12/10 would give all the pets https://t.co/Zcw9Sccctc
This is Mabel. She&#39;s super h*ckin smol. Portable af. Comes with the smol shoe. 12/10 would keep in frocket https://t.co/GGJvxYt3xK
RT @dog_rates: This is Alfie. He&#39;s touching a butt. Couldn&#39;t be happier. 11/10 https://t.co/gx3xF5mZbo
This is Misty. She has a cowboy hat on her nose. 12/10 https://t.co/Eno0mypHIr
This is Betty. She&#39;s assisting with the dishes. Such a good puppo. 12/10 h*ckin helpful af https://t.co/dgvTPZ9tgI
RT @dog_rates: This is Happy. He&#39;s a bathtub reviewer. Seems to be pleased with this one. 12/10 https://t.co/Ln89R4FP7v
This is Mosby. He appears to be rather h*ckin snuggable af. 12/10 keep it up Mosby https://t.co/IiiBq460I7
This is Duke. He sneaks into the fridge sometimes. It&#39;s his safe place. 11/10 would give little jacket if necessary https://t.co/Fd5WFDTMH4
Meet Maggie. She can hear your cells divide. 12/10 can also probably fly https://t.co/ovE2hqXryV
This is Bruce. He never backs down from a challenge. 11/10 you got this Bruce https://t.co/aI7umZHIq7
RT @dog_rates: This is Leela. She&#39;s a Fetty Woof. Lost eye while saving a baby from an avalanche. 11/10 true h*ckin hero https://t.co/2lBg3…
This is Happy. He&#39;s a bathtub reviewer. Seems to be pleased with this one. 12/10 https://t.co/Ln89R4FP7v
RT @dog_rates: This is Buddy. His father was a bear and his mother was a perfectly toasted marshmallow. 12/10 would snug so well https://t.…
This is Ralphy. His dreams were just shattered. Poor pupper. 13/10 it&#39;ll be ok Ralphy https://t.co/P0kSN6rT6H
This is Eli. He can fly. 13/10 magical af https://t.co/huPSJJ7FDI
This is Brownie. She&#39;s wearing a Halloween themed onesie. 12/10 festive af https://t.co/0R4meWXFOx
This is Rizzy. She smiles a lot. 12/10 contagious af https://t.co/TU4sZogVIq
HE WAS JUST A LIL SLEEPY FROM BEING SUCH A GOOD DOGGI ALL THE TIME MISTAKES HAPPEN 13/10
https://t.co/G2ms0A5jWM
RT @dog_rates: This is Meyer. He has to hold somebody&#39;s hand during car rides. He&#39;s also wearing a seatbelt. 12/10 responsible af https://t…
This is Stella. She&#39;s happier than I will ever be. 10/10 would trade lives with https://t.co/JSs2bfDtTS
This is Bo. He&#39;s a West Congolese Bugaboop Snuggle. Rather exotic. Master of the head tilt. 12/10 would pay to pet https://t.co/2jwxxtNzoN
This is Lucy. She destroyed not one, but two remotes trying to turn off the debate. 11/10 relatable af https://t.co/3BXh073tDm
This is Butter. She can have whatever she wants forever. 12/10 would hug softly https://t.co/x5gXRS1abq
RT @dog_rates: Say hello to mad pupper. You know what you did. 13/10 would pet until no longer furustrated https://t.co/u1ulQ5heLX
This is Dexter. He breaks hearts for a living. 11/10 h*ckin handsome af https://t.co/4DhSsC1W7S
Atlas is back and this time he&#39;s got doggles. Still 13/10 solarly conscious af https://t.co/s7MgFWDySc
This is Leo. He&#39;s a golden chow. Rather h*ckin rare. 13/10 would give extra pats https://t.co/xosHjFzVXc
RT @dog_rates: This is Bo and Ty. Bo eats paper and Ty felt left out. 11/10 for both https://t.co/1acHQS8rvK
Did... did they pick out that license plate? 12/10 for both https://t.co/lRmUUOxgbQ
This is Frank. He wears sunglasses and walks himself. 11/10 I&#39;ll never be this cool or independent https://t.co/pNNjBtHWPc
This is Tonks. She is a service puppo. Can hear a caterpillar hiccup from 7 miles away. 13/10 would follow anywhere https://t.co/i622ZbWkUp
This is Moose. He&#39;s rather h*ckin dangerous (you can tell by the collar). 11/10 would still attempt to snug https://t.co/lHVHGdDzb3
This is Lincoln. He forgot to use his blinker when he changed lanes just now. Guilty as h*ck. Still 10/10 https://t.co/lsrR83SiVp
RT @dog_rates: This is Carl. He&#39;s very powerful. 12/10 don&#39;t mess with Carl https://t.co/v5m2bIukXc
This is Rory. He&#39;s got an interview in a few minutes. Looking spiffy af. Nervous as h*ck tho. 12/10 would hire https://t.co/ibj5g6xaAj
RT @dog_rates: This is Oakley. He has no idea what happened here. Even offered to help clean it up. 11/10 such a heckin good boy https://t.…
This is Logan, the Chow who lived. He solemnly swears he&#39;s up to lots of good. H*ckin magical af 9.75/10 https://t.co/yBO5wuqaPS
&#34;Honestly Kathleen I just want more Ken Bone&#34; 12/10 https://t.co/HmlEvAMP4r
This is Dale. He&#39;s a real spookster. Did me quite the frighten. 11/10 not too spooky to pet tho https://t.co/L8BWDD4oBX
This is Rizzo. He has many talents. A true renaissance doggo. 13/10 entertaining af https://t.co/TVXpEJB7Wn
This is Arnie. He&#39;s afraid of his own bark. 12/10 would comfort https://t.co/ObT2tSxXit
This is Mattie. She&#39;s extremely dangerous. Will bite your h*ckin finger right off. Still 11/10 would pet with caution https://t.co/78c9W8kLFh
13/10 for breakdancing puppo @shibbnbot
RT @dog_rates: This is Scout. He really wants to kiss himself. H*ckin inappropriate. 11/10 narcissistic af https://t.co/x0gV2Ck3AD
This is Lucy. She&#39;s strives to be the best potato she can be. 12/10 would boop https://t.co/lntsj7Fc4Y
Meet Rusty. He appears to be rather h*ckin fluffy. Also downright adorable af. 12/10 would rub my face against his https://t.co/1j9kLGb4wV
This is Pinot. He&#39;s a sophisticated doggo. You can tell by the hat. Also pointier than your average pupper. Still 10/10 would pet cautiously https://t.co/f2wmLZTPHd
This is Dallas. Her tongue is ridiculous. 11/10 h*ckin proud af https://t.co/h4jhlH4EyG
Today, 10/10, should be National Dog Rates Day
This is Doc. He requested to be carried around like that. 12/10 anything for Doc https://t.co/mWYACm4qnx
This is Hero. He was enjoying the car ride until he remembered that bees are dying globally at an alarming rate. 11/10 https://t.co/cubFg7F4qQ
This is Rusty. He&#39;s going D1 for sure. Insane vertical. 13/10 would draft https://t.co/AsykOwMrXQ
This is Frankie. He has yet to learn how to control his tongue. 11/10 maybe one day https://t.co/p6fgYe2dB6
This is Stormy. He&#39;s curly af. Already pupared for Coachella next year. 12/10 https://t.co/PHA1vtqqpt
This is Reginald. He&#39;s one magical puppo. Aerodynamic af. 12/10 would catch https://t.co/t0cEeRbcXJ
This is Balto. He&#39;s very content. Legendary tongue slippage. 12/10 would pet forever https://t.co/T7Jr4Gw4sC
This is Riley. His owner put a donut pillow around him and he loves it so much he won&#39;t let anyone take it off. 13/10 https://t.co/8TCQcsZCZ8
This is Mairi. She has mastered the art of camouflage. 12/10 h*ckin sneaky af https://t.co/STcPjiNAHp
This is Loomis. He&#39;s the leader of the Kenneth search party. The passion is almost overwhelming. 12/10 one day he will be free https://t.co/kCRKlFg4AY
This is Finn. He likes eavesdropping from filing cabinets. It&#39;s a real issue but no one has approached him about it. 11/10 would still pet https://t.co/s8W8Del9HQ
Meet Godi. He&#39;s an avid beachgoer and part time rainbow summoner. Eyeliner flawless af. 13/10 would snug well https://t.co/BO936YdJdi
RT @dog_rates: This is Kenny. He just wants to be included in the happenings. 11/10 https://t.co/2S6oye3XqK
This is Dave. He&#39;s currently in a predicament. Doesn&#39;t seem to mind tho. 12/10 someone assist Dave https://t.co/nfprKAXqwu
This is Earl. He can&#39;t catch. Did his best tho. 11/10 would repair confidence with extra pats https://t.co/IsqyvbjFgM
This is Cali. She arrived preassembled. Convenient af. 12/10 appears to be rather h*ckin pettable https://t.co/vOBV1ZqVcX
This is Deacon. He&#39;s the happiest almost dry doggo I&#39;ve ever seen. 11/10 would smile back https://t.co/C6fUMnHt1H
This is Penny. She fought a bee and the bee won. 10/10 you&#39;re fine Penny, everything&#39;s fine https://t.co/zrMVdfFej6
This is Timmy. He&#39;s quite large. According to a trusted source it&#39;s actually a dog wearing a dog suit. 11/10 https://t.co/BIUchFwHqn
This is Sampson. He just graduated. Ready to be a doggo now. Time for the real world. 12/10 have fun with taxes https://t.co/pgVKxRw0s1
RT @dog_rates: This is Harper. She scraped her elbow attempting a backflip off a tree. Valiant effort tho. 12/10 https://t.co/oHKJHghrp5
This is Chipson. He weighed in at .3 ounces and is officially super h*ckin smol. Space-saving af. 11/10 would snug delicately https://t.co/FjEsk7A1JV
Who keeps sending in pictures without dogs in them? This needs to stop. 5/10 for the mediocre road https://t.co/ELqelxWMrC
This is Combo. The daily struggles of being a doggo have finally caught up with him. 11/10 https://t.co/LOKrNo0OM7
Idk why this keeps happening. We only rate dogs. Not Bangladeshi Couch Chipmunks. Please only send dogs... 12/10 https://t.co/ya7bviQUUf
Pupper butt 1, Doggo 0. Both 12/10 https://t.co/WQvcPEpH2u
This is Oakley. He just got yelled at for going 46 in a 45. Churlish af. 11/10 would still pet so well https://t.co/xIYsa6LPA4
We normally don&#39;t rate lobsters, but this one appears to be a really good lobster. 10/10 would pet with caution https://t.co/YkHc7U7uUy
I want to finally rate this iconic puppo who thinks the parade is all for him. 13/10 would absolutely attend https://t.co/5dUYOu4b8d
This is Dash. He&#39;s very stylish, but also incredibly unimpressed with the current state of our nation. 10/10 would pet ears first https://t.co/YElO4hvXI6
This is Koda. He has a weird relationship with tall grass. Slightly concerning. 11/10 would def still pet https://t.co/KQzSR8eCsw
Meet Hercules. He can have whatever he wants for the rest of eternity. 12/10 would snug passionately https://t.co/mH0IOyFdIG
Here&#39;s a perturbed super floof. 12/10 would snug so damn well https://t.co/VG095mi09Q
RT @dog_rates: This is Bell. She likes holding hands. 12/10 would definitely pet with other hand https://t.co/BXIuvkQO9b
RT @Patreon: Well. @dog_rates is on Patreon. 

12/10. 

https://t.co/rnKvzt6RJs https://t.co/v4e2ywe8iO
This is Bear. Don&#39;t worry, he&#39;s not a real bear tho. Contains unreal amounts of squish. 11/10 heteroskedastic af https://t.co/coi4l1T2Sm
We only rate dogs. Pls stop sending in non-canines like this Urban Floof Giraffe. I can&#39;t handle this. 11/10 https://t.co/zHIqpM5Gni
RT @dog_rates: This is Hank. He&#39;s mischievous af. Doesn&#39;t even know what he was trying to do here. 8/10 quit the shit Hank damn https://t.c…
Here&#39;s a doggo questioning his entire existence. 10/10 someone tell him he&#39;s a good boy  https://t.co/dVm5Hgdpeb
This is Scout. He really wants to kiss himself. H*ckin inappropriate. 11/10 narcissistic af https://t.co/x0gV2Ck3AD
Have you ever seen such a smol pupper? Portable af. 12/10 would keep in shirt pocket https://t.co/KsqaIzlQ12
RT @dog_rates: Meet Hurley. He&#39;s the curly one. He hugs every other dog he sees during his walk. 11/10 for spreading the love https://t.co/…
This is Reggie. He hugs everyone he meets. 12/10 keep spreading the love Reggie https://t.co/uMfhduaate
Everybody drop what you&#39;re doing and look at this dog. 13/10 must be super h*ckin rare https://t.co/I1bJUzUEW5
This is Jay. He&#39;s really h*ckin happy about the start of fall. Sneaky tongue slip in 2nd pic. 11/10 snuggly af https://t.co/vyx1X5eyWI
RT @dog_rates: In case you haven&#39;t seen the most dramatic sneeze ever... 13/10 https://t.co/iy7ylyZcsE
Oh my god it&#39;s Narcos but Barkos. 13/10 someone please make this happen
https://t.co/tird9cIlzB
This is Mya (pronounced &#34;mmmyah?&#34;). Her head is round af. 11/10 would pat accordingly https://t.co/1dpEuALnY0
Meet Strider. He thinks he&#39;s a sorority girl. Already wants to go to NYC for a weekend to say he&#39;s &#34;studied abroad&#34; 10/10 https://t.co/KYZkPuiC1l
This is Penny. She&#39;s a sailor pup. 11/10 would take to the open seas with https://t.co/0rRxyBQt32
RIP Loki. Thank you for the good times. You will be missed by many. 14/10 https://t.co/gJKD9pst5A
RT @dog_rates: This is an East African Chalupa Seal. We only rate dogs. Please only send in dogs. Thank you... 10/10 https://t.co/iHe6liLwWR
This is Nala. She&#39;s a future Dogue model. Won&#39;t respond to my texts. 13/10 would be an honor to pet https://t.co/zP1IvAATWv
This is Stanley. He has too much skin. Isn&#39;t happy about it. Quite pupset actually. Still 11/10 would comfort https://t.co/hhTfnPrWfb
Evolution of a pupper yawn featuring Max. 12/10 groundbreaking stuff https://t.co/t8Y4x9DmVD
This is Sophie. She&#39;s a Jubilant Bush Pupper. Super h*ckin rare. Appears at random just to smile at the locals. 11.27/10 would smile back https://t.co/QFaUiIHxHq
RT @dog_rates: Meet Gerald. He&#39;s a fairly exotic doggo. Floofy af. Inadequate knees tho. Self conscious about large forehead. 8/10 https://…
This is Wesley. He&#39;s clearly trespassing. Seems rather h*ckin violent too. Weaponized forehead. 3/10 wouldn&#39;t let in https://t.co/pL7wbMRW7M
&#34;Yep... just as I suspected. You&#39;re not flossing.&#34; 12/10 and 11/10 for the pup not flossing https://t.co/SuXcI9B7pQ
RT @dog_rates: This is Arnie. He&#39;s a Nova Scotian Fridge Floof. Rare af. 12/10 https://t.co/lprdOylVpS
This is Derek. You can&#39;t look at him and not smile. Must&#39;ve just had a blue pupsicle. 12/10 would snug intensely https://t.co/BnVTMtUeI3
This is Jeffrey. He&#39;s being held so he doesn&#39;t fly away. 12/10 would set free https://t.co/d3aLyCykn7
RT @dog_rates: Everybody look at this beautiful pupper 13/10 https://t.co/hyAC5Hq9GC
Meet Solomon. He was arrested for possession of adorable and attempted extra pats on the head. 12/10 would post bail https://t.co/nFqLaOLUQA
This is Huck. He&#39;s addicted to caffeine. Hope it&#39;s not too latte to seek help. 11/10 stay strong pupper https://t.co/iJE3F0VozW
RT @dog_rates: We only rate dogs. Pls stop sending in non-canines like this Mongolian grass snake. This is very frustrating. 11/10 https://…
Atlas rolled around in some chalk and now he&#39;s a magical rainbow floofer. 13/10 please never take a bath https://t.co/nzqTNw0744
This is O&#39;Malley. That is how he sleeps. Doesn&#39;t care what you think about it. 10/10 comfy af https://t.co/Pq150LeRaC
This is Sampson. He&#39;s about to get hit with a vicious draw 2. Has no idea. 11/10 poor pupper https://t.co/FYT9QBEnKG
I can&#39;t tap the screen to make the hearts appear fast enough. 10/10 for the source of all future unproductiveness https://t.co/wOhuABgj6I
RT @dog_rates: Like father (doggo), like son (pupper). Both 12/10 https://t.co/pG2inLaOda
This is Blue. He was having an average day until his owner told him about Bront. 12/10 h*ckin hysterical af https://t.co/saRYTcxQeH
This is Anakin. He strives to reach his full doggo potential. Born with blurry tail tho. 11/10 would still pet well https://t.co/9CcBSxCXXG
This girl straight up rejected a guy because he doesn&#39;t like dogs. She is my hero and I give her 13/10 https://t.co/J39lT3b0rH
This is Finley. He&#39;s an independent doggo still adjusting to life on his own. 11/10 https://t.co/7FNcBaKbci
This is Maximus. A little rain won&#39;t stop him. He will persevere. 12/10 innovative af  https://t.co/2OmDMAkkou
RT @dog_rates: After so many requests, this is Bretagne. She was the last surviving 9/11 search dog, and our second ever 14/10. RIP https:/…
This is Tucker. He would like a hug. 13/10 someone hug him https://t.co/wdgY9oHPrT
This is Finley. She&#39;s a Beneboop Cumbersplash. 12/10 I&#39;d do unspeakable things for Finley https://t.co/dS8SCbNF9P
This is Sprinkles. He&#39;s trapped in light jail. 10/10 would post bail for him https://t.co/4s5Xlijogu
I WAS SENT THE ACTUAL DOG IN THE PROFILE PIC BY HIS OWNER THIS IS SO WILD. 14/10 ULTIMATE LEGEND STATUS https://t.co/7oQ1wpfxIH
Meet Winnie. She just made awkward eye contact with the driver beside her. Poor pupper panicked. 11/10 would comfort https://t.co/RFWtDqTnAz
This is Heinrich (pronounced &#34;Pat&#34;). He&#39;s a Botswanian Vanderfloof. Snazzy af bandana. 12/10 downright puptacular https://t.co/G56ikYAqFg
This is Loki. He knows he&#39;s adorable. One ear always pupared. 12/10 would snug in depicted fashion forever https://t.co/OqNggd4Oio
This is Shakespeare. He appears to be maximum level pettable. Born with no eyes tho (tragic). 10/10 probably wise https://t.co/rA8WUVOLBr
This is Chelsea. She forgot how to dog. 11/10 get it together pupper https://t.co/nBJ5RE4yHb
RT @dog_rates: Meet Fizz. She thinks love is a social construct consisting solely of ideals perpetuated by mass media 11/10 woke af https:/…
This is Bungalo. She uses that face to get what she wants. It works unbelievably well. 12/10 would never say no to https://t.co/0Fcft7jl4N
This is Chip. He&#39;s a pupholder. Comes with the car. Requires frequent pettings. Shifts for you. 10/10 innovative af https://t.co/hG5WYT9ECn
This is Grey. He&#39;s the dogtor in charge of your checkpup today. 12/10 I&#39;d never miss an appointment https://t.co/9HEVPJEioD
You need to watch these two doggos argue through a cat door. Both 11/10 https://t.co/qEP31epKEV
Meet Roosevelt. He&#39;s preparing for takeoff. Make sure tray tables are in their full pupright &amp;amp; licked position
11/10 https://t.co/7CQkn3gHOQ
RT @dog_rates: This is Gromit. He&#39;s pupset because there&#39;s no need to beware of him. Just wants a pettin. 10/10 https://t.co/eSvz4EapHH
Guys this is getting so out of hand. We only rate dogs. This is a Galapagos Speed Panda. Pls only send dogs... 10/10 https://t.co/8lpAGaZRFn
This is Willem. He&#39;s a Penn State pupper. Thinks the hood makes him more intimidating. It doesn&#39;t. 12/10 https://t.co/Dp0s7MRIHK
Here&#39;s a couple rufferees making sure all the sports are played fairly today. Both 10/10 would bribe with extra pets https://t.co/H9yjI9eo3A
Meet Jack. He&#39;s a Clemson pup. Appears to be rather h*ckin pettable. Almost makes me want to root for Clemson. 12/10 https://t.co/GHOfbTVQti
This is Finn. He&#39;s very nervous for the game. Has a lot of money riding on it.10/10 would attempt to comfort https://t.co/CbtNfecWiT
This is Penny. She&#39;s an OU cheerleader. About to do a triple back handspring down the stairs. 11/10 hype af https://t.co/B2f3XkGU5c
Doggo will persevere. 13/10
https://t.co/yOVzAomJ6k
This is Davey. He&#39;ll have your daughter home by 8. Just a stand up pup. 11/10 would introduce to mom https://t.co/E6bGWf9EOm
This is Dakota. He&#39;s just saying hi. That&#39;s all. 12/10 someone wave back https://t.co/1tWe5zZoHv
Meet Fizz. She thinks love is a social construct consisting solely of ideals perpetuated by mass media 11/10 woke af https://t.co/sPB5JMnWBn
RT @dog_rates: This is Frankie. He&#39;s wearing blush. 11/10 really accents the cheek bones https://t.co/iJABMhVidf
This is Dixie. She wants to be a ship captain. Won&#39;t let anything get in between her and her dreams. 11/10 https://t.co/8VEDZKHddR
This is Charlie. He works for @TODAYshow. Super sneaky tongue slip here. 12/10 would pet until someone made me stop https://t.co/K5Jo7QRCvA
Another pic without a dog in it? What am I supposed to do? Rate the carpet? Fine I will. 7/10 looks adequately comfy https://t.co/OJZQ6I4gGd
RT @katieornah: @dog_rates learning a lot at college 12/10 for my professor thank u for the pupper slides https://t.co/nTFDr99hg0
This is Winston. His tongue has gone rogue. Doing him quite a frighten. 10/10 hang in there Winston https://t.co/d0QEbp78Yi
This is Sebastian. He&#39;s super h*ckin fluffy. That&#39;s really all you need to know. 11/10 would snug intensely https://t.co/lqr0NdtwQo
RT @dog_rates: Here&#39;s a doggo blowing bubbles. It&#39;s downright legendary. 13/10 would watch on repeat forever (vid by Kent Duryee) https://t…
We only rate dogs. Pls stop sending in non-canines like this Arctic Floof Kangaroo. This is very frustrating. 11/10 https://t.co/qlUDuPoE3d
Meet Al Cabone. He&#39;s a gangsta puppa. Rather h*ckin ruthless. Shows no mercy sometimes. 11/10 pet w extreme caution https://t.co/OUwWbEKOUV
This is Jackson. There&#39;s nothing abnormal about him. Just your average really good dog. 10/10 https://t.co/3fEPpj0KYw
RT @dog_rates: This is just downright precious af. 12/10 for both pupper and doggo https://t.co/o5J479bZUC
Say hello to Carbon. This is his first time swimming. He&#39;s having a h*ckin blast. 10/10 we should all be this happy https://t.co/mADHGenzFS
This is Klein. These pics were taken a month apart. He knows he&#39;s a stud now. 12/10 total heartthrob https://t.co/guDkLrX8zV
This is Titan. He&#39;s trying to make friends. Offering up his favorite stick. 13/10 philanthropic af https://t.co/vhrkz0dK4v
RT @dog_rates: Ever seen a dog pet another dog? Both 13/10 truly an awe-inspiring scene. (Vid by @mdougherty20) https://t.co/3PoKf6cw7f
This is DonDon. He&#39;s way up but doesn&#39;t feel blessed. Rather uncomfortable actually. 12/10 I&#39;ll save you DonDon https://t.co/OCYLz3fjVE
This is Kirby. His bowl weighs more than him. 12/10 would assist https://t.co/UlB2mzw3Xs
RT @dog_rates: When it&#39;s Janet from accounting&#39;s birthday but you can&#39;t eat the cake cuz it&#39;s chocolate. 10/10 hang in there pupper https:/…
This is Jesse. He really wants a belly rub. Will be as cute as possible to achieve that goal. 11/10 https://t.co/1BxxcdVNJ8
This is Lou. His sweater is too small and he already cut the tags off. Very very churlish. 10/10 would still pet https://t.co/dZPMLresEr
Say hello to Oakley and Charlie. They&#39;re convinced that they each have their own stick. Nobody tell them. Both 12/10 https://t.co/J2AJdyxglH
RT @dog_rates: This is Nollie. She&#39;s waving at you. If you don&#39;t wave back you&#39;re a monster. She&#39;s also portable as hell. 12/10 https://t.c…
Meet Chevy. He had a late breakfast and now has to choose between a late lunch or an early dinner. 11/10 very pupset https://t.co/goy9053wC7
Meet Gerald. He&#39;s a fairly exotic doggo. Floofy af. Inadequate knees tho. Self conscious about large forehead. 8/10 https://t.co/WmczvjCWJq
This is Tito. He&#39;s on the lookout. Nobody knows for what. 10/10 https://t.co/Qai481H6RA
This is Philbert. His toilet broke and he doesn&#39;t know what to do. Trying not to panic. 11/10 furustrated af https://t.co/Nb68IsVb9O
This is Louie. He&#39;s making quite a h*ckin mess. Doesn&#39;t seem to care. 12/10 jubilant af https://t.co/Z2g2YWPzX2
I don&#39;t know any of the backstory behind this picture but for some reason I&#39;m crying. 13/10 for owner and doggo https://t.co/QOKZdus9TT
This is Rupert. You betrayed him with bath time but he forgives you. Cuddly af 13/10 https://t.co/IEARC2sRzC
RT @dog_rates: We only rate dogs... this is a Taiwanese Guide Walrus. Im getting real heckin tired of this. Please send dogs. 10/10 https:/…
This is Rufus. He just missed out on the 100m final at Rio. Already training hard for Tokyo. 10/10 never give pup https://t.co/exrRjjJqeO
His name is Charley and he already has a new set of wheels thanks to donations. I heard his top speed was also increased. 13/10 for Charley
This is Brudge. He&#39;s a Doberdog. Going to be h*ckin massive one day. 11/10 would pat on head approvingly https://t.co/cTlHjEUNK8
This is Shadoe. Her tongue flies out of her mouth at random. Can&#39;t have a serious conversation with her. 9/10 https://t.co/Tytt15VquG
This is Oscar. He has legendary eyebrows and he h*ckin knows it. Curly af too. 12/10 would hug passionately https://t.co/xuxZoObmF0
RT @dog_rates: This is Colby. He&#39;s currently regretting all those times he shook your hand for an extra treat. 12/10 https://t.co/vtVHtKFtBH
This is Juno. She can see your future. 12/10 h*ckin mesmerizing af https://t.co/Z69mShifuk
This is Angel. She stole the @ShopWeRateDogs shirt from her owner. Fits pretty well actually. 11/10 would forgive https://t.co/jaivZ1dcUL
This is Brat. He has a hard time being ferocious so his owner helps out. H*ckin scary af now. 12/10 would still pet https://t.co/soxdNqZDZ2
This is Tove. She&#39;s a Balsamic Poinsetter. Surprisingly deadly. 12/10 snug with caution https://t.co/t6RvnVEdRR
This is my dog. Her name is Zoey. She knows I&#39;ve been rating other dogs. She&#39;s not happy. 13/10 no bias at all https://t.co/ep1NkYoiwB
This is Louie. He&#39;s had a long day. Did a lot of pupper things. Also appears to be rather heckin pettable. 11/10 https://t.co/w2qDmoTIZ5
This is Gromit. He&#39;s pupset because there&#39;s no need to beware of him. Just wants a pettin. 10/10 https://t.co/eSvz4EapHH
This is Aubie. He has paws for days. Nibbling tables is one of his priorities. Second only to being cuddly af. 12/10 https://t.co/cBIFBsCRz6
This is Kota and her son Benedict. She doesn&#39;t know why you&#39;re staring. They are a normal family. Both 10/10 https://t.co/Q1v9BZylvZ
@TheEllenShow I&#39;m not sure if you know this but that doggo right there is a 12/10
This is Alfie. He&#39;s touching a butt. Couldn&#39;t be happier. 11/10 https://t.co/gx3xF5mZbo
This is Clark. He collects teddy bears. It&#39;s absolutely h*ckin horrifying. 8/10 please stop this Clark https://t.co/EDMcwt86fU
RT @dog_rates: Meet Eve. She&#39;s a raging alcoholic 8/10 (would b 11/10 but pupper alcoholism is a tragic issue that I can&#39;t condone) https:/…
This is Belle. She&#39;s a Butterflop Hufflepoof. Rarer than most. Having trouble with car seat. 10/10 perturbed af https://t.co/VIXT3D26VM
This is Leela. She&#39;s a Fetty Woof. Lost eye while saving a baby from an avalanche. 11/10 true h*ckin hero https://t.co/2lBg3ZgivD
Meet Glenn. Being in public scares him. Frighteningly relatable. 12/10 keep hangin in there Glenn (Imgur - Wuhahha) https://t.co/pA4MDKwRci
This is Buddy. His father was a bear and his mother was a perfectly toasted marshmallow. 12/10 would snug so well https://t.co/zGSj1oUgxx
This is Scout. He specializes in mid-air freeze frames. 11/10 https://t.co/sAHmwRtfSq
This left me speechless. 14/10 heckin heroic af https://t.co/3td8P3o0mB
This is Shelby. She finds stuff to put on her head for attention. It works really well. 12/10 talented af https://t.co/WTZ484EntP
RT @dog_rates: &#34;Tristan do not speak to me with that kind of tone or I will take away the Xbox.&#34; 10/10 https://t.co/VGPH0TfESw
Guys.. we only rate dogs. Pls don&#39;t send any more pics of the Loch Ness Monster. Only send in dogs. Thank you. 11/10 https://t.co/obH5vMbm1j
Ohboyohboyohboyohboyohboyohboyohboyohboyohboyohboyohboyohboyohboyohboyohboy. 10/10 for all (by happytailsresort) https://t.co/EY8kEFuzK7
This is Sephie. According to this picture, she can read. Fantastic at following directions. 11/10 such a good girl https://t.co/7HY9RvCudo
RT @dog_rates: Oh. My. God. 13/10 magical af https://t.co/Ezu6jQrKAZ
This is Bruce. I really want to hear the joke he was told. 10/10 for chuckle pup https://t.co/ErPLjjJOKc
Meet Bonaparte. He&#39;s pupset because it&#39;s cloudy at the beach. Can&#39;t take any pics for his Instagram. 11/10 https://t.co/0THNOfv2Jo
This is Albert. He just found out that bees are dying globally at an alarming rate. 10/10 heckin worried af now https://t.co/nhLX27WsDY
This is Bo and Ty. Bo eats paper and Ty felt left out. 11/10 for both https://t.co/1acHQS8rvK
This is Wishes. He has the day off. Daily struggles of being a doggo have finally caught up with him. 11/10 https://t.co/H9YgrUkYwa
This is Rose. Her face is stuck like that. 11/10 would pet so heckin well https://t.co/tl3gNYdoq2
This is Theo. He can walk on water. Still coming to terms with it. 12/10 magical af https://t.co/8Kmuj6SFbC
This is Atlas. Swinging is his passion. 12/10 would push all day https://t.co/9k8LLjJ0uJ
Doggo want what doggo cannot have. Temptation strong, dog stronger. 12/10  https://t.co/IqyTF6qik6
This is Rocco. He&#39;s doing his best. 13/10 someone help him (IG: rocco_roni) https://t.co/qFsl1nnXMv
This is Fido. He can tell the weather. Not good at fetch tho. Never comes when called. 4/10 would probably still pet https://t.co/4gOv2Q3iKP
Meet Sadie. She&#39;s addicted to balloons. It&#39;s tearing her family apart. Won&#39;t admit she has a problem. Still 10/10 https://t.co/h6s9Rch0gZ
RT @hownottodraw: The story/person behind @dog_rates is heckin adorable af. 11/10, probably would pet. https://t.co/AG5UnRrmzJ
Here&#39;s a wicked fast pupper. 12/10 camera could barely keep pup https://t.co/HtAR6gpUAu
We only rate dogs... this is a Taiwanese Guide Walrus. Im getting real heckin tired of this. Please send dogs. 10/10 https://t.co/49hkNAsubi
This is Kirby. He&#39;s a Beneblip Cumberpat. Pretty heckin rare. 11/10 would put my face against his face https://t.co/fd6uucghY6
Meet Maggie &amp;amp; Lila. Maggie is the doggo, Lila is the pupper. They are sisters. Both 12/10 would pet at the same time https://t.co/MYwR4DQKll
RT @dog_rates: This... is a Tyrannosaurus rex. We only rate dogs. Please only send in dogs. Thank you ...10/10 https://t.co/zxw8d5g94P
This is Emma. She can&#39;t believe her last guess didn&#39;t hit. Convinced ur stacking them on top of each other. 10/10 https://t.co/JRV1dhBYwu
This is Oakley. He has no idea what happened here. Even offered to help clean it up. 11/10 such a heckin good boy https://t.co/vT3JM8b989
No no no this is all wrong. The Walmart had to have run into the dog driving the car. 10/10 someone tell him it&#39;s ok
https://t.co/fRaTGcj68A
This is Luna. She&#39;s just heckin precious af I have nothing else to say. 12/10 https://t.co/gQH2mmKIJW
RT @dog_rates: AT DAWN...
WE RIDE

11/10 https://t.co/QnfO7HEQGA
Meet Toby. He has a drinking problem. Inflatable marijuana plant in the back is also not a good look. 7/10 cmon Toby https://t.co/Cim4DSj6Oi
This is Spencer. He&#39;s part of the Queen&#39;s Guard. Takes his job very seriously. 11/10 https://t.co/8W5iSOgXfx
This is Lilli Bee &amp;amp; Honey Bear. Unfortunately, they were both born with no eyes. So heckin sad. Both 11/10 https://t.co/4UrfOZhztW
This doggo is just waiting for someone to be proud of her and her accomplishment. 13/10 legendary af https://t.co/9T2h14yn4Q
Meet Boston. He&#39;s worried because his tongue won&#39;t fit all the way in his mouth. 12/10 it&#39;ll be ok deep breaths pup https://t.co/rfWQ4T9iQj
This is Brandonald. He accidentally opened the front facing camera. Playing it off rather heckin well. 11/10 https://t.co/uPUAotqQtM
Why does this never happen at my front door... 165/150 https://t.co/HmwrdfEfUE
This is Odie. He falls asleep wherever he wants. Must be nice. 10/10 https://t.co/M9BXCSDVjh
This is Corey. He&#39;s a Portobello Corgicool. Trying to convince you that he&#39;s not a hipster. 11/10 yea right Corey https://t.co/NzWUrFZydr
In case you haven&#39;t seen the most dramatic sneeze ever... 13/10 https://t.co/iy7ylyZcsE
Teagan reads entire books in store so they&#39;re free. Loved 50 Shades of Grey (how dare I make that joke so late) 9/10 https://t.co/l46jwv5WYv
This is Leonard. He hides in bushes to escape his problems. 10/10 relatable af https://t.co/TdyGTcX0uo
RT @dog_rates: This is Chompsky. He lives up to his name. 11/10 https://t.co/Xl37lQEWd0
This is Beckham. He fell asleep at the wheel. Very churlish. Looks to have a backpup driver tho. That&#39;s good. 11/10 https://t.co/rptsOm73Wr
This is Cooper. He tries to come across as feisty but it never works for very long. 12/10 https://t.co/AVks8DjHwB
RT @jon_hill987: @dog_rates There is a cunningly disguised pupper here mate! 11/10 at least. https://t.co/7boff8zojZ
Here&#39;s another picture without a dog in it. Idk why you guys keep sending these. 4/10 just because that&#39;s a neat rug https://t.co/mOmnL19Wsl
She walks herself up and down the train to be petted by all the passengers. 13/10 I can&#39;t handle this https://t.co/gwKCspY8N2
Here&#39;s a doggo completely oblivious to the double rainbow behind him. 10/10 someone tell him https://t.co/OfvRoD6ndV
This is Devón (pronounced &#34;Eric&#34;). He forgot how to eat the apple halfway through. Wtf Devón get it together. 8/10 https://t.co/7waRPODGyO
This is Oliver. He&#39;s an English Creamschnitzel. The rarest of schnitzels. 11/10 would pet quite firmly https://t.co/qbO5X6dYuj
This is Jax. He is a majestic mountain pupper. Thinks flat ground is for the weak. 12/10 would totally hike with https://t.co/KGdeHuFJnH
This is Gert. He just wants you to be happy. 11/10 would pat on the head so damn well https://t.co/l0Iwj6rLFW
All hail sky doggo. 13/10 would jump super high to pet https://t.co/CsLRpqdeTF
Pwease accept dis rose on behalf of dog. 11/10 https://t.co/az5BVcIV5I
Here&#39;s a heartwarming scene of a single father raising his two pups. Downright awe-inspiring af. 12/10 for everyone https://t.co/hfddJ0OiNR
When ur older siblings get to play in the deep end but dad says ur not old enough. Maybe one day puppo. All 10/10 https://t.co/JrDAzMhwG9
Here&#39;s a frustrated pupper attempting to escape a pool of Frosted Flakes. 12/10 https://t.co/GAYViEweWr
This is one of the most inspirational stories I&#39;ve ever come across. I have no words. 14/10 for both doggo and owner https://t.co/I5ld3eKD5k
This is Watson. He trust falls on command. 13/10 it&#39;s elementary... (IG: wat.ki) https://t.co/goX3jewkYN
RT @dog_rates: This is Rubio. He has too much skin. 11/10 https://t.co/NLOHmlENag
This is Winnie. She&#39;s not a fan of the fast moving air. 11/10 objects in mirror may be more fluffy than they appear https://t.co/FyHrk20gUR
This is Keith. He&#39;s pursuing a more 2D lifestyle. Idiosyncratic af. 12/10 follow your dreams Keith https://t.co/G9ufksBMlU
This is Milo. He&#39;s currently plotting his revenge. 10/10 https://t.co/ca0q9HM8II
This is Dex. He can see into your past and future. Mesmerizing af 11/10 https://t.co/0dYI0Cpdge
When you hear your owner say they need to hatch another egg, but you&#39;ve already been on 17 walks today. 10/10 https://t.co/lFEoGqZ4oA
This is Charlie. He pouts until he gets to go on the swing. 12/10 manipulative af https://t.co/ilwQqWFKCh
&#34;The dogtor is in hahahaha no but seriously I&#39;m very qualified and that tumor is definitely malignant&#34; 10/10 https://t.co/ULqThwWmLg
Here we are witnessing an isolated squad of bouncing doggos. Unbelievably rare for this time of year. 11/10 for all https://t.co/CCdlwiTwQf
This is Scout. Her batteries are low. 12/10 precious af https://t.co/ov05LIoQJX
This is Hank. He&#39;s mischievous af. Doesn&#39;t even know what he was trying to do here. 8/10 quit the shit Hank damn https://t.co/3r7wjfsXHc
RT @dog_rates: This is Carly. She&#39;s actually 2 dogs fused together. Very innovative. Probably has superpowers. 12/10 for double dog https:/…
This is Ace. He&#39;s a window washer. One of the best around. 11/10 helpful af https://t.co/sTuRoYfzPv
So this just changed my life. 13/10 please enjoy  https://t.co/dsv4xAtfv7
Say hello to Tayzie. She&#39;s a Barbadian Bugaboop. Seems quite social. A rare quality for a Bugaboop. 10/10 petable af https://t.co/6qF5YZx6OV
This is Carl. He&#39;s very powerful. 12/10 don&#39;t mess with Carl https://t.co/v5m2bIukXc
This is Grizzie. She&#39;s a semi-submerged Bahraini Buttersplotch. Appears alert af. Snazzy tongue. 11/10 would def pet https://t.co/WZ4zzkXXnW
RT @dog_rates: HEY PUP WHAT&#39;S THE PART OF THE HUMAN BODY THAT CONNECTS THE FOOT AND THE LEG? 11/10 so smart https://t.co/XQ1tRUmO3z
Nothing better than a doggo and a sunset. 10/10 majestic af https://t.co/xVSodF19PS
Hooman used Pokeball
*wiggle*
*wiggle*
Doggo broke free 
10/10 https://t.co/bWSgqnwSHr
Here are three doggos completely misjudging an airborne stick. Decent efforts tho. All 9/10 https://t.co/HCXQL4fGVZ
Hopefully this puppo on a swing will help get you through your Monday. 11/10 would push https://t.co/G54yClasz2
Here&#39;s a doggo trying to catch some fish. 8/10 futile af (vid by @KellyBauerx) https://t.co/jwd0j6oWLE
RT @dog_rates: Everyone needs to watch this. 13/10 https://t.co/Bb3xnpsWBC
This is Brody. He&#39;s a lifeguard. Always prepared for rescue. 12/10 would fake drown just to get saved by him https://t.co/olDmwNjOy1
This is Lola. She&#39;s a surfing pupper. 13/10 magical af https://t.co/BlGQkhM5EV
This is Ruby. Her ice cube is melting. She doesn&#39;t know what to do about it. 11/10 https://t.co/Vfc3eAFl2q
This is Tucker. He&#39;s very camera shy. 12/10 would give stellar belly rubs to https://t.co/BJRsxuLF1w
This is Fred. He&#39;s having one heck of a summer. 11/10 https://t.co/I7SFchkNk4
This is Toby. A cat got his tongue. 13/10 adorable af https://t.co/fHQrBKYSLC
Please stop sending it pictures that don&#39;t even have a doggo or pupper in them. Churlish af. 5/10 neat couch tho https://t.co/u2c9c7qSg8
This is Max. She has one ear that&#39;s always slightly more alert than the other. 10/10 wonky af https://t.co/5eJg69G8vY
Here&#39;s a pupper that&#39;s very hungry but too lazy to get up and eat. 12/10 (vid by @RealDavidCortes) https://t.co/lsVAMBq6ex
This is Gilbert. He&#39;s being chased by a battalion of miniature floof cows. 10/10 we all believe in you Gilbert https://t.co/wayKZkDRTG
&#34;This photographer took pics of her best friend before and after she told them they were beautiful&#34; 12/10 https://t.co/510gJW9fsy
This is Cooper. He&#39;s just so damn happy. 10/10 what&#39;s your secret puppo? https://t.co/yToDwVXEpA
Meet Milo. He hauled ass until he ran out of treadmill and then passed out from exhaustion. 11/10 sleep tight pupper https://t.co/xe1aGZNkcC
This is Meyer. He has to hold somebody&#39;s hand during car rides. He&#39;s also wearing a seatbelt. 12/10 responsible af https://t.co/WS6BoApYyL
This is Malcolm. He&#39;s absolutely terrified of heights. 8/10 hang in there pupper https://t.co/SVU00Sc9U2
This is Arnie. He&#39;s a Nova Scotian Fridge Floof. Rare af. 12/10 https://t.co/lprdOylVpS
This is Zoe. She was trying to stealthily take a picture of you but you just noticed. 9/10 not so sneaky pupper https://t.co/FfH3o88Vta
13/10 such a good doggo
@spaghemily
And finally, happy 4th of July from the squad 🇺🇸 13/10 for all https://t.co/Mr8Lr3iOUe
This is Stewie. He will roundhouse kick anyone who questions his independence. 11/10 free af https://t.co/dDx2gKefYo
This is Calvin. He just loves America so much. 10/10 would roll around in flag with https://t.co/RXdzWaCQHm
Meet Lilah. She agreed on one quick pic. Now she&#39;d like to go mentally prepare for the onslaught of fireworks. 11/10 https://t.co/enCpXzZHkD
This is Spanky. He was a member of the 2002 USA Winter Olympic speed skating team. Accomplished af. 12/10 https://t.co/7tlZPrePXd
Pause your cookout and admire this pupper&#39;s nifty hat. 10/10 https://t.co/RG4C9IdNJM
This is Jameson. He had a few too many in the name of freedom. I can&#39;t not respect that. 11/10 &#39;Merica https://t.co/8zQvXM6pG5
This is Beau. He&#39;s trying to keep his daddy from packing to leave for Annual Training. 13/10 and now I&#39;m crying https://t.co/7JeDfQvzzI
Meet Jax &amp;amp; Jil. Jil is yelling the pledge of allegiance. If u cant take the freedom get out the kitchen Jax. 10/10s https://t.co/jrg29NDNhI
Meet Piper. She&#39;s an airport doggo. Please return your tray table to its full pupright and locked position. 11/10 https://t.co/D17IAcetmM
This is Bo. He emanates happiness. 12/10 I could cut the freedom with a knife https://t.co/c7LNFt39eR
This is Atticus. He&#39;s quite simply America af. 1776/10 https://t.co/GRXwMxLBkh
This is Lucy. She&#39;s a Benebop Cumberplop. 12/10 would hold against my face https://t.co/4yXa801fgl
This is Finn. He&#39;s the most unphotogenic pupper of all time. 11/10 https://t.co/qvA2rCUl6v
Duuun dun... duuun dun... dunn  dun. dunn dun. dun dun dun dun dun dun dun dun dun dun dun dun dun dun dun. 10/10 https://t.co/9qdJ2Q1Cwx
This is George. He just remembered that bees are dying globally at an alarming rate. Scary stuff George. 10/10 https://t.co/lznl6QGkYc
This is Blu. He&#39;s a wild bush Floofer. I wish anything made me as happy as bushes make Blu. 12/10 would frolic with https://t.co/HHUAnBb6QB
This is Boomer. He&#39;s self-baptizing. Other doggo not ready to renounce sins. 11/10 spiritually awakened af https://t.co/cRTJiQQk9o
Meet Winston. He&#39;s pupset because I forgot to mention that it&#39;s Canada Day today. 11/10 please forgive me Winston https://t.co/xEY8dbJxnF
This is Dietrich. He hops at random. Other doggos don&#39;t understand him. It upsets him greatly. 8/10 would comfort https://t.co/U8cSRz8wzC
What jokester sent in a pic without a dog in it? This is not @rock_rates. This is @dog_rates. Thank you ...10/10 https://t.co/nDPaYHrtNX
Say hello to Divine Doggo. Must be magical af. 13/10 would be an honor to pet https://t.co/BbcABzohKb
#BarkWeek is getting rather heckin terrifying over here. Doin me quite the spooken. 13/10 (vid by @corgi_zero) https://t.co/eA7k1ZQslA
Meet Tripp. He&#39;s being eaten by a sherk and doesn&#39;t even care. Unfazed af. 11/10 keep doin you Tripp https://t.co/gGxjthmG1c
That is Quizno. This is his beach. He does not tolerate human shenanigans on his beach. 10/10 reclaim ur land doggo https://t.co/vdr7DaRSa7
This is one of the most reckless puppers I&#39;ve ever seen. How she got a license in the first place is beyond me. 6/10 https://t.co/z5bAdtn9kd
This is Cora. She rings a bell for treats. 12/10 precious af (vid by @skyehellenkamp) https://t.co/uUncaAGH18
&#34;So... we meat again&#34; (I&#39;m so sorry for that pun I couldn&#39;t resist pls don&#39;t unfollow) 10/10 https://t.co/XFBrrqapZa
SWIM AWAY PUPPER SWIM AWAY 13/10 #BarkWeek  https://t.co/QGGhZoTcwy
This is Duke. He permanently looks like he just tripped over something. 11/10 https://t.co/1sNtG7GgiO
This sherk must&#39;ve leapt out of the water and into the canoe, trapping the human. Won&#39;t even help paddle smh. 7/10 https://t.co/KubWEqOIgO
Stop what you&#39;re doing and watch this heckin masterpiece right here. Both 13/10 https://t.co/3BOVI2WZoH
PUPPER NOOOOO BEHIND YOUUU 10/10 pls keep this pupper in your thoughts https://t.co/ZPfeRtOX0Q
Pls don&#39;t send more sherks. I don&#39;t care how seemingly floofy they are. It does me so much frighten. Thank u. 11/10 https://t.co/oQqlOsla4R
This is a mighty rare blue-tailed hammer sherk. Human almost lost a limb trying to take these. Be careful guys. 8/10 https://t.co/TGenMeXreW
This is Huxley. He&#39;s pumped for #BarkWeek. Even has a hat. Ears are quite magical. 11/10 would remove hat to pat https://t.co/V7h5NMYbYz
Viewer discretion is advised. This is a terrible attack in progress. Not even in water (tragic af). 4/10 bad sherk https://t.co/L3U0j14N5R
Other pupper asked not to have his identity shared. Probably just embarrassed about the headbutt. Also 12/10 it&#39;ll be ok mystery pup
This is Keurig. He apparently headbutts other dogs to greet them. Not cool Keurig. So fluffy tho 12/10  https://t.co/zexdr61Q5M
This is Bookstore and Seaweed. Bookstore is tired and Seaweed is an asshole. 10/10 and 7/10 respectively https://t.co/eUGjGjjFVJ
Again w the sharks guys. This week is about dogs ACTING or DRESSING like sharks. NOT actual sharks. Thank u ...11/10 https://t.co/Ie2mWXWjpr
Guys pls stop sending actual sharks. It&#39;s too dangerous for me and the people taking the photos. Thank you ...10/10 https://t.co/12lICZN2SP
Never seen a shark hold another shark like this before. Must be evolving. Both 10/10 please only send dogs though https://t.co/x4IUNKV79Y
This is Linus. He just wanted to say hello but no one&#39;s paying attention. 12/10 (vid by @rebeccacollinzz) https://t.co/VCijm2eVpR
RT @dog_rates: This pupper killed this great white in an epic sea battle. Now wears it as a trophy. Such brave. Much fierce. 13/10 https://…
This is Atticus. He&#39;s remaining calm but his costume looks terrified. 11/10 https://t.co/uT7QeZI34U
This is Clark. He&#39;s deadly af. Clearly part shark (see pic 2). 10/10 would totally still try to pet https://t.co/dmdEBOEctC
Guys... I said DOGS with &#34;shark qualities&#34; or &#34;costumes.&#34; Not actual sharks. This did me a real frighten ...11/10 https://t.co/DX1JUHJVN7
PUPDATE: can&#39;t see any. Even if I could, I couldn&#39;t reach them to pet. 0/10 much disappointment https://t.co/c7WXaB2nqX
This is a carrot. We only rate dogs. Please only send in dogs. You all really should know this by now ...11/10 https://t.co/9e48aPrBm2
Guys... Dog Jesus 2.0
13/10 buoyant af https://t.co/CuNA7OwfKQ
When you just can&#39;t resist... 10/10 topnotch tongue https://t.co/jeWEGUgbXf
This is Maddie. She gets some wicked air time. Hardcore barkour. 11/10 nimble af https://t.co/bROYbceZ1u
Meet Abby. She&#39;s incredibly distracting. Just wants to help steer. Hazardous af. Still 12/10 would pet while driving https://t.co/gLbLiZtwsp
Here&#39;s a golden floofer helping with the groceries. Bed got in way. Still 11/10 helpful af (vid by @categoen) https://t.co/6ZRoZUWFmd
RT @dog_rates: This is Shaggy. He knows exactly how to solve the puzzle but can&#39;t talk. All he wants to do is help. 10/10 great guy https:/…
This is Shiloh. She did not pass the soft mouth egg test. 10/10 would absolutely still pet https://t.co/PlR6hjqvr5
This is an Iraqi Speed Kangaroo. It is not a dog. Please only send in dogs. I&#39;m very angry with all of you ...9/10 https://t.co/5qpBTTpgUt
This is Gustav. He has claimed that plant. It is his now. 10/10 would not try to take his plant away https://t.co/uRI7HBgGJX
This is Arlen and Thumpelina. They are best pals. Cuddly af. 11/10 for both puppers https://t.co/VJgbgIzIHx
This is Gus. He didn&#39;t win the Powerball. Quite perturbed about it. Still 10/10 would comfort in time of need https://t.co/3wc246LOtu
This is Percy. He fell asleep at the wheel. Irresponsible af. 7/10 absolute menace on the roadway https://t.co/QHbvtvaw8E
This is Lenox. She&#39;s in a wheelbarrow. Silly doggo. You don&#39;t belong there. 10/10 would push around https://t.co/oYbVR4nBsR
We only rate dogs. Pls stop sending in non-canines like this Jamaican Flop Seal. This is very very frustrating. 9/10 https://t.co/nc53zEN0hZ
This is Sugar. She excels underwater. 12/10 photogenic af https://t.co/AWMeXJJz64
This is Jeffrey. He wasn&#39;t prepared to execute such advanced barkour. Still 11/10 would totally pet https://t.co/MuuwkkLrHh
This is Oliver. He&#39;s downright gorgeous as hell. Should be on the cover of Dogue. 12/10 would introduce to mom https://t.co/BkgU3rrsXA
This is Abby. She got her face stuck in a glass. Churlish af. 9/10 rookie move puppo https://t.co/2FPb45NXrK
Say hello to Indie and Jupiter. They&#39;re having a stellar day out on the boat. Both 12/10 adorbz af https://t.co/KgSEkrPA3r
This is Harvey. He&#39;s stealthy af. 10/10 would do my best to pet https://t.co/zAzaRT6NnT
This is Blanket. She has overthrown her human. Demands walks like this every hour on the hour. 11/10 so damn fluffy https://t.co/hrJugNHs2Z
Here&#39;s a doggo realizing you can stand in a pool. 13/10 enlightened af (vid by Tina Conrad) https://t.co/7wE9LTEXC4
This is actually a pupper and I&#39;d pet it so well. 12/10
https://t.co/RNqS7C4Y4N
This is Geno. He&#39;s a Wrinkled Baklavian Velveeta. Looks sad but that&#39;s just the extra skin. 11/10 would smoosh face https://t.co/Kxda28JmQ2
When you&#39;re given AUX cord privileges from the back seat and accidentally start blasting an audiobook... both 10/10 https://t.co/gCCrY8P0K9
RT @dog_rates: Extremely intelligent dog here. Has learned to walk like human. Even has his own dog. Very impressive 10/10 https://t.co/0Dv…
Meet Stark. He just had his first ice cream cone. Got some on his nose. Requests your assistance. 10/10 would assist https://t.co/YwfN1lbpKA
This is Harold. He looks slippery af. Probably difficult to hug. Would still try tho. 7/10 great with kids I bet https://t.co/EVuqdEO66N
Say hello to Bentley and Millie. They do everything together. Besties forever. Both 11/10 https://t.co/vU3tKr4vTn
This is Beya. She doesn&#39;t want to swim, so she&#39;s not going to. 13/10 nonconforming af (vid by @HappyTailsResor) https://t.co/qGeVjHSUKH
This is Kilo. He cannot reach the snackum. Nifty tongue, but not nifty enough. 10/10 maybe one day puppo https://t.co/gSmp31Zrsx
This is a very rare Great Alaskan Bush Pupper. Hard to stumble upon without spooking. 12/10 would pet passionately https://t.co/xOBKCdpzaa
Meet Kayla, an underground poker legend. Players lose on purpose hoping she&#39;ll let them pet her. 10/10 strategic af https://t.co/EkLku795aO
For anyone who&#39;s wondering, this is what happens after a doggo catches it&#39;s tail... 11/10 https://t.co/G4fNhzelDv
This is Maxaroni. He&#39;s pumped as hell for the summer. Been working on his beach bod for so long. 10/10 https://t.co/UHvjxm9B0O
Was just informed about this hero pupper and others like her. Another 14/10, would be an absolute honor to pet https://t.co/hBTzPmj36Z
This is Bell. She likes holding hands. 12/10 would definitely pet with other hand https://t.co/BXIuvkQO9b
This is Phil. That&#39;s his comfort stick. He holds onto it whenever he&#39;s sad. 11/10 don&#39;t be sad Phil https://t.co/ULdPY6CLpq
This is Doug. He&#39;s trying to float away. 12/10 you got this Doug https://t.co/bZaHC3lvTL
This is Edmund. He sends stellar selfies. Cute af. 8/10 would totally snapchat with this pupper https://t.co/PprXoqZuKY
When your crush won&#39;t pay attention to you. Both 10/10 tragic af https://t.co/d3LELGVlqu
Meet Aqua. She&#39;s a sandy pupper. Not sure how she feels about being so sandy. Radical tongue slip. 11/10 petable af https://t.co/rYxJ0UQtbE
This is Tucker. He&#39;s still figuring out couches. 9/10 keep your head up pup https://t.co/pXU77HPbJ5
This is Theodore. He just saw an adult wearing crocs. Did him a frighten. Lost other ear back in nam. 12/10 hero af https://t.co/O4iw9NlLaQ
This is Ted. He&#39;s given up. 11/10 relatable af https://t.co/7muyOQXbGJ
This is just downright precious af. 12/10 for both pupper and doggo https://t.co/o5J479bZUC
This is Leo. He&#39;s a vape god. Blows o&#39;s for days. Probably drives a Subaru. Definitely owns multiple fedoras. 10/10 https://t.co/nt2x3fHaRJ
Here we are witnessing the touchdown of a pupnado. It&#39;s not funny it&#39;s actually very deadly. 9/10 might still pet https://t.co/CmLoKMbOHv
This is Chip. He only mowed half the yard. 8/10 quit the shit Chip we have other things to do https://t.co/LjzZKQ7vmK
Meet Baloo. He&#39;s expecting a fast ground ball, hence the wide stance. Prepared af. 11/10 nothing runs like a pupper https://t.co/sMbMw5Z2XC
After so many requests, this is Bretagne. She was the last surviving 9/11 search dog, and our second ever 14/10. RIP https://t.co/XAVDNDaVgQ
When the photographer forgets to tell you where to look... 10/10 https://t.co/u1GHWxhC85
This is Chase. He&#39;s in a predicament. 9/10 help is on the way buddy https://t.co/0HmBk5sSbW
This is getting incredibly frustrating. This is a Mexican Golden Beaver. We only rate dogs. Only send dogs ...10/10 https://t.co/0yolOOyD3X
This is Nollie. She&#39;s waving at you. If you don&#39;t wave back you&#39;re a monster. She&#39;s also portable as hell. 12/10 https://t.co/7AKdkCOlMf
Say hello to Rorie. She&#39;s zen af. Just enjoying a treat in the sunlight. 10/10 would immediately trade lives with https://t.co/yctnFptdQ1
This is Simba. He&#39;s the grand prize. The trophy is just for participation. 12/10 would pet so damn well https://t.co/4qiuC0lXq5
Here&#39;s a doggo that don&#39;t need no human. 12/10 independent af (vid by @MichelleLiuCee) https://t.co/vdgtdb6rON
Meet Benji. He just turned 1. Has already given up on a traditional pupper physique. Just inhaled that thing. 9/10 https://t.co/sLUC4th3Zj
This... is a Tyrannosaurus rex. We only rate dogs. Please only send in dogs. Thank you ...10/10 https://t.co/zxw8d5g94P
This is Kyle. He&#39;s a heavy drinker and an avid pot user. Just wants to be pupular. 6/10 I can&#39;t support this Kyle https://t.co/rRULp7XFnO
Here&#39;s a doggo blowing bubbles. It&#39;s downright legendary. 13/10 would watch on repeat forever (vid by Kent Duryee) https://t.co/YcXgHfp1EC
@mount_alex3 13/10
This is Charles. He&#39;s a Nova Scotian Towel Pouncer. Deadly af. Nifty tongue slip. 11/10 would pet with caution https://t.co/EfejX3iRGr
When a single soap orb changes your entire perception of the universe... 10/10 https://t.co/9eCXpVExJc
This is Bayley. She fell asleep trying to escape her evil fence enclosure. 11/10 night night puppo https://t.co/AxSiqAKEKu
&#34;Don&#39;t talk to me or my son ever again&#34; ...10/10 for both https://t.co/s96OYXZIfK
For the last time, we only rate dogs. Pls stop sending other animals like this Duck-Billed Platypus. Thank you. 9/10 https://t.co/twxYcPOafl
This is Axel. He&#39;s a professional leaf catcher. 12/10 gifted af https://t.co/P8bgOMMTRs
This is Storkson. He&#39;s wet and sad. 10/10 cheer up pup https://t.co/nrzvzPuTvC
This is Remy. He has some long ass ears (probably magical). Also very proud of broken stick. 10/10 such a good boy https://t.co/EZx0YjPjPK
This is Bella. She&#39;s ubering home after a few too many drinks. 10/10 socially conscious af https://t.co/KxkOgq80Xj
We only rate dogs. Pls stop sending in non-canines like this Slovak Car Bunny. It makes my job very difficult. 11/10 https://t.co/VflvQLH2y5
Just wanted to share this super rare Rainbow Floofer in case you guys haven&#39;t seen it yet. 13/10 colorful af https://t.co/CaG9MzD3WT
Say hello to Lily. She&#39;s not injured or anything. Just wants everyone to hear her. 9/10 clever af https://t.co/3xqGVH0Dhw
Everybody stop what you&#39;re doing and watch these puppers enjoy summer. Both 13/10 https://t.co/wvjqSCN6iC
This is Chadrick. He&#39;s gnarly af 13/10 https://t.co/447tyBN0mW
Say hello to mad pupper. You know what you did. 13/10 would pet until no longer furustrated https://t.co/u1ulQ5heLX
This is Rory. He&#39;s extremely impatient. 11/10 settle down pupper https://t.co/e3tfXJLi40
We only rate dogs. Please stop sending in non-canines like this Alaskan Flop Turtle. This is very frustrating. 10/10 https://t.co/qXteK6Atxc
Right after you graduate vs when you remember you&#39;re on your own now and can barely work a washing machine ...10/10 https://t.co/O1TLuYjsNS
This is Maxaroni. He&#39;s curly af. Also rather fabulous. 11/10 would hug well https://t.co/A216OjIdca
*faints* 12/10 perfection in pupper form https://t.co/t6TxTwTLEK
This is Dakota. He hasn&#39;t grow into his skin yet. 11/10 would squeeze softly https://t.co/IvFSlNXpgj
We only rate dogs. Please stop sending in your 31 year old sons that won&#39;t get out of your house. Thank you... 11/10 https://t.co/aTU53NNUkt
This is Kellogg. He accidentally opened the front facing camera. 8/10 get it together doggo https://t.co/MRYv7nDPyS
Meet Buckley. His family &amp;amp; some neighbors came over to watch him perform but he&#39;s nervous af. 9/10 u got this pupper https://t.co/5bdCpPlno9
This is Jax. He&#39;s a literal fluffball. Sneaky tongue slip. 10/10 would pet nonstop https://t.co/9MGouPwQmK
This dog is more successful than I will ever be. 13/10 absolute legend https://t.co/BPoaHySYwA
This is Livvie. Someone should tell her it&#39;s been 47 years since Woodstock. Magical eyes tho 11/10 would stare into https://t.co/qw07vhVHuO
When your friend is turnt af and you&#39;re just trying to chill. 10/10 (vid by @presgang) https://t.co/OufVDk23JC
This is Terry. The harder you hug him the farther his tongue sticks out. 10/10 magical af https://t.co/RFToQQI8fJ
This is Moose. He&#39;s a Polynesian Floofer. Dapper af. 10/10 would pet diligently https://t.co/mVfqRdppTL
&#34;Ello this is dog how may I assist&#34; ...10/10 https://t.co/jeAENpjH7L
This is Hermione. Her face is as old as time. Appears fluffy af tho. 11/10 pretty damn majestic https://t.co/0b41Q4DKCA
Like father (doggo), like son (pupper). Both 12/10 https://t.co/pG2inLaOda
This is Ralpher. He&#39;s an East Guinean Flop Dog. Cuddly af. 12/10 https://t.co/rVOLuNRpjH
This is Aldrick. He looks wise af. Also exceptionally fluffy. Only two legs tho (unfortunate). 11/10 would still hug https://t.co/QwiCVLPMNL
When your teacher agreed on 10,000 RTs and no final but after 24 hours you only have 37... 10/10 https://t.co/sVnJfWVjUp
This is Kyle (pronounced &#39;Mitch&#39;). He strives to be the best doggo he can be. 11/10 would pat on head approvingly https://t.co/aA2GiTGvlE
This is Larry. He has no self control. Tongue still nifty af tho 11/10 https://t.co/ghyT4Ubk1r
This is Solomon. He&#39;s a Beneroo Cumberflop. 12/10 would hug passionately https://t.co/5phLAnGPTP
Say hello to this unbelievably well behaved squad of doggos. 204/170 would try to pet all at once https://t.co/yGQI3He3xv
We only rate dogs. Pls stop sending non-canines like this Bulgarian Eyeless Porch Bear. This is unacceptable... 9/10 https://t.co/2yctWAUZ3Z
This is Rooney. He can&#39;t comprehend glass. 10/10 it&#39;ll be ok pupper https://t.co/CnUl2uDBBV
This is Crystal. She&#39;s flawless. Really wants to be a frat bro. 11/10 who does she even know here? https://t.co/WyqNFvEulG
This is Ziva. She doesn&#39;t know how her collar works. 11/10 would totally fix for her https://t.co/K7pthJXjWE
This is Charles. He&#39;s camera shy. Tail longer than average. Doesn&#39;t look overwhelmingly fluffy. 6/10 would still pet https://t.co/rXvcElhoog
Say hello to Ollie. He conducts this train. He also greets you as you enter. Kind af. 11/10 would pet so firmly https://t.co/jVxOGKEU0z
&#34;Challenge completed&#34; 
(pupgraded to 12/10) https://t.co/85dTK7XCXB
This is Stefan. He&#39;s a downright remarkable pup. 13/10 https://t.co/Ebjt6Y4fMh
Meet Pupcasso. You can&#39;t afford his art. 13/10 talented af https://t.co/f2VUpy4WO0
&#34;Challenge accepted&#34;
10/10 https://t.co/vNjvr5Bl9u
This is Puff. He started out on the streets (first pic), but don&#39;t let the new smile fool you, still tough af. 11/10 https://t.co/kiuXRXcg4B
When you&#39;re way too slow for the &#34;down low&#34; portion of a high five. 13/10 https://t.co/Cofwoy7Vpq
This is Flurpson. He can&#39;t believe it&#39;s not butter. 10/10 https://t.co/XD3ort1PsE
This is Coleman. Somebody needs to tell him that he&#39;s sitting in chairs wrong. 8/10 https://t.co/O10zjJ2Ixs
This is Wallace. He&#39;s a skater pup. He said see ya later pup. Can easily do a kick flip. Gnarly af. 10/10 v petable https://t.co/5i8fORVKgr
This is Enchilada (yes, that&#39;s her real name). She&#39;s a Low-Cruisin Plopflopple. Very rare. Only a few left. 12/10 https://t.co/SiaiTWgsfP
This is Raymond. He controls fountains with his tongue. 11/10 pretty damn magical https://t.co/9aMxSbOaAZ
This is all I want in my life. 12/10 for super sleepy pupper https://t.co/4RlLA5ObMh
This is Rueben. He has reached ultimate pupper zen state. 11/10 tranquil af https://t.co/Z167HgtnBi
This is Cilantro. She&#39;s a Fellation Gadzooks. Eyes are super magical af. 12/10 could get lost in https://t.co/yJ26LNuyj5
Here&#39;s a doggo struggling to cope with the winds. 13/10 https://t.co/qv3aUwaouT
This pupper had to undergo emergency haircut surgery so he could hear again. 10/10 miraculous af https://t.co/fUyDIFkBwx
This pupper was about to explain where that dirt came from but then decided against it. 11/10 https://t.co/SbaelU6zRs
I swear to god if we get sent another Blue Madagascan Peacock we&#39;ll deactivate. We 👏 Only 👏 Rate 👏 Dogs... 9/10 https://t.co/bbta2Q4URK
This is Karll. He just wants to go kayaking. 10/10 please someone take Karll kayaking already https://t.co/vXLkvyNQHp
When you&#39;re trying to enjoy yourself but end up having to take care of your way too drunk friend. 11/10 https://t.co/BRkhj6tdN0
This is Sprout. He&#39;s just precious af. 12/10 I&#39;d do anything for Sprout https://t.co/DxlX1yTVYY
This is Blitz. He&#39;s a new dad struggling to cope mentally with the pressures of being a father. Sick shades 10/10 https://t.co/2AVcJ2BZsy
This is Bloop. He&#39;s a Phoenician Winnebago. Tongue is just wow. That box is all he has (tragic). 12/10 would caress https://t.co/DWNrPPXgHA
I&#39;m getting super heckin frustrated with you all sending in non canines like this ostrich. We only rate dogs... 9/10 https://t.co/Rgbni2Ns8z
This is Colby. He&#39;s currently regretting all those times he shook your hand for an extra treat. 12/10 https://t.co/vtVHtKFtBH
Say hello to Lillie. She&#39;s a Rutabagan Floofem. Poor pupper ate and then passed out. 11/10 relatable af https://t.co/uIdGqug9rw
This is Lola. She&#39;s a Butternut Splishnsplash. They are known to be ferocious af. 12/10 would absolutely still pet https://t.co/adQt5a6TZU
Pup had to be removed cuz it wouldn&#39;t have been fair to the opposing team. 13/10 absolute legend ⚽️
https://t.co/BHICimO58W
This is Fred-Rick. He dabbles in parkour. The elevation gives him power. 12/10 hopefully visiting a mailbox near you https://t.co/qFqLtudIiD
Nothin better than a doggo and a sunset. 11/10 https://t.co/JlFqOhrHEs
This is Ashleigh. She&#39;s having Coachella withdrawals. Didn&#39;t even go tho. 10/10 stay strong pupper https://t.co/nRUaKWnJfH
This is Kreggory. He just took a look at his student debt. 10/10 can&#39;t even comprehend it https://t.co/XTsZTgilnT
This is Sarge. Not even he knows what his tongue is doing, but it&#39;s pretty damn spectacular. 10/10 https://t.co/pIQEdbBxdL
This is Luther. He saw a ghost. Spooked af. 11/10 hang in there pupper https://t.co/EdKG43VvEl
This is Sugar. She&#39;s a Bolivian Superfloof. Spherical af. 12/10 would never let go of https://t.co/AhMfUu6Onm
This is Reginald. He starts screaming at random. 12/10 cuddly af https://t.co/YgNuDQbv89
This is Ivar. She is a badass Viking warrior. Will sack your village. 10/10 savage af https://t.co/Dz6MiVssVU
This is Jangle. She&#39;s addicted to broccoli. It&#39;s the only thing she cares about. Tragic af. 8/10 get help pup https://t.co/8dNWp1cSEa
Happy 4/20 from the squad! 13/10 for all https://t.co/eV1diwds8a
Meet Schnitzel. He&#39;s a Tropicana Floofboop. Getting too big for his favorite basket. 12/10 just so damn fluffy https://t.co/qjd0UJKYUY
This is Panda. He&#39;s happy af. 11/10 https://t.co/IOAk9i4UvE
This is Oliver. Bath time is upon him. His fear of the wetness postpones his ultimate pupper destiny. 11/10 https://t.co/AFzzKqR4tT
This is Archie. He hears everything you say. Doesn&#39;t matter where you are. 12/10 https://t.co/0l4I8famYp
This is Berkeley. He&#39;s in a predicament. 10/10 someone help him https://t.co/XSEXdQupej
Garden&#39;s coming in nice this year. 10/10 https://t.co/5Lra3e4rrw
This is Ralphé. He patrols the lake. Looking for babes. 11/10 https://t.co/Pb6iMmo0wk
This is Derek. He just got balled on. Can&#39;t even get up. Poor thing. 10/10 hang in there pupper https://t.co/BIRRF3bcWH
This is Charleson. He lost his plunger. Looked everywhere. Can&#39;t find it. So sad. 9/10 would comfort https://t.co/pRHX8yn9Yu
This is Neptune. He&#39;s a Snowy Swiss Mountain Floofapolis. Cheeky wink. Tongue nifty af. 11/10 would pet so firmly https://t.co/SoZq2Xoopv
This doggo was initially thrilled when she saw the happy cartoon pup but quickly realized she&#39;d been deceived. 10/10 https://t.co/mvnBGaWULV
This is Clyde. He&#39;s making sure you&#39;re having a good train ride. 12/10 great pupper https://t.co/y206kWHAj0
This is Harnold. He accidentally opened the front facing camera. 10/10 get it together Harnold https://t.co/S6JHaSMtln
Meet Sid &amp;amp; Murphy. Murphy floats alongside Sid and whispers motivational quotes in his ear. Magical af. Both 11/10 https://t.co/7mmjyearQW
Say hello to Lucy and Sophie. They think they&#39;re the same size. Both 10/10 would snug at same time https://t.co/HW50zkcf2R
This is Pippa. She managed to start the car but is waiting for you to buckle up before driving. Responsible af 11/10 https://t.co/htrlmC7saz
This is Sadie. She is prepared for battle. 10/10 https://t.co/JRckDkZVRT
This is Otis. Everybody look at Otis. 12/10 would probably faint while petting https://t.co/I9qoe1uEih
We normally don&#39;t rate marshmallows but this one appears to be flawlessly toasted so I&#39;ll make an exception. 10/10 https://t.co/D9jbbmPmos
This is Carper. He&#39;s a Tortellini Angiosperm. In desperate need of a petting. 11/10 would hug softly https://t.co/lK9YDkRzPj
Get you a pup that can do both. 10/10 https://t.co/zSbyvm62xZ
Meet Bowie. He&#39;s listening for underground squirrels. Smart af. Left eye is considerably magical. 9/10 would so pet https://t.co/JyNmyjy3fe
This pic is old but I hadn&#39;t seen it until today and had to share. Creative af. 13/10 very good boy, would pet well https://t.co/4kD16wMA1Z
This is Alexanderson. He&#39;s got a weird ass birth mark. Dreadful at fetch. Won&#39;t eat kibble. 3/10 wtf @Target https://t.co/FmxOpf2Sgl
This is Suki. She was born with a blurry tail (unfortunate). Next level tongue tho. 11/10 nifty hardwood https://t.co/05S8oYztgb
This is Barclay. His father was a banana. 11/10 appeeling af https://t.co/ucOEfr2rjV
Here&#39;s a badass mystery pupper. You weren&#39;t aware that you owe him money, but you do. 10/10 shades sick af https://t.co/fv9e9AtzSG
People please. This is a Deadly Mediterranean Plop T-Rex. We only rate dogs. Only send in dogs. Thanks you... 11/10 https://t.co/2ATDsgHD4n
This is Skittle. He&#39;s trying to communicate. 11/10 solid effort https://t.co/6WTfJvtKx6
This is Ebby. She&#39;s a Zimbabwean Feta. Embarrassed by ridiculously squishy face. 9/10 would squeeze softly https://t.co/LBJqxMGaHi
This is Flávio (pronounced Baxter). He&#39;s a Benesnoop Cumberdog. Super rare. Symmetrical. 12/10 would pet so well https://t.co/fGgleFiBPq
This is Smokey. He&#39;s having some sort of existential crisis. 10/10 hang in there pupper https://t.co/JmgF4dMpw0
This is Link. He struggles with couches. 10/10 would assist https://t.co/SbX4e6Yg3o
Meet Jennifur. She&#39;s supposed to be navigating. Not even buckled up. Insubordinate &amp;amp; churlish. 11/10 would still pet https://t.co/h0trcJohYO
There has clearly been a mistake. Pup did nothing wrong. 12/10 would help escape
https://t.co/Juid3nnLbC
This is Ozzy. He&#39;s acrobatic af. Legendary pupper status achieved. 13/10 https://t.co/gHWsCTu90E
This is Bluebert. He just saw that both #FinalFur match ups are split 50/50. Amazed af. 11/10 https://t.co/Kky1DPG4iq
This is Stephanus. She stays woke. 12/10 https://t.co/WIWabMngQZ
Here&#39;s a super majestic doggo and a sunset 11/10 https://t.co/UACnoyi8zu
This is Bubbles. He&#39;s a Yorkshire Piccolope. 11/10 would snug aggressively https://t.co/3BhMojONxq
This is old now but it&#39;s absolutely heckin fantastic and I can&#39;t not share it with you all. 13/10  https://t.co/wJX74TSgzP
This is a taco. We only rate dogs. Please only send in dogs. Dogs are what we rate. Not tacos. Thank you... 10/10 https://t.co/cxl6xGY8B9
This is Bentley. He gives kisses back. 11/10 precious af (vid by @emmaallen25) https://t.co/9PnKkKzoUp
Meet Toby. He&#39;s a Lithuanian High-Steppin Stickeroo. One of the more accomplished Stickeroos around. 10/10 so nifty https://t.co/cYPHuJYTjC
This is Zeus. He&#39;s downright fabulous. 12/10 https://t.co/sSugyyRuTp
This is Bertson. He just wants to say hi. 11/10 would boop nose https://t.co/hwv7Wq6gDA
This is Oscar. He&#39;s a world renowned snowball inspector. It&#39;s a ruff job but someone has to do it. 10/10 great guy https://t.co/vSufMAKm3C
This is Nico. His selfie game is strong af. Excellent use of a sneaky tongue slip. 10/10 star material https://t.co/1OBdJkMOFx
This is Michelangelope. He&#39;s half coffee cup. Rare af. 12/10 would hug until someone stopped me https://t.co/tvVDY0G911
This is Siba. She&#39;s remarkably mobile. Very sleepy as well. 12/10 would happily transport https://t.co/TjnI33RE1i
This is Calbert. He forgot to clear his Google search history. 9/10 rookie mistake Calbert https://t.co/jRm5J3YCmj
Just in case anyone&#39;s having a bad day. 12/10 would bounce with https://t.co/T9sgP9ttnQ
This is Curtis. He&#39;s an Albino Haberdasher. Terrified of dandelions. They really spook him up. 10/10 it&#39;ll be ok pup https://t.co/s8YcfZrWhK
This is Benedict. He&#39;s a feisty pup. Needs a brushing. Portable af. Looks very angry actually. 4/10 might not pet https://t.co/3oeFfHjv0Z
Here are two lil cuddly puppers. Both 12/10 would snug like so much https://t.co/zO4eb7C4tG
This is Blitz. He screams. 10/10 (vid by @yeaahliv) https://t.co/MfW2aym5UF
Meet Travis and Flurp. Travis is pretty chill but Flurp can&#39;t lie down properly. 10/10 &amp;amp; 8/10
get it together Flurp https://t.co/Akzl5ynMmE
This is Thumas. He hates potted plants. 8/10 wtf Thumas https://t.co/rDVueNIcEi
Happy Easter from the squad! 🐇🐶 13/10 for all https://t.co/YMx4KWJUAB
I know we only rate dogs, but since it&#39;s Easter I guess we could rate a bunny for a change. 10/10 petable as hell https://t.co/O2RlKXigHu
This is Kanu. He&#39;s a Freckled Ticonderoga. Simply flawless. 12/10 would perform an elaborate heist to capture https://t.co/7vyAzIURrE
This is Doug. His nose is legendary af. 12/10 (vid by @probably_trey) https://t.co/7IWKfbfihS
Happy Saturday here&#39;s 9 puppers on a bench. 99/90 good work everybody https://t.co/mpvaVxKmc1
This is Piper. She would really like that tennis ball core. Super sneaky tongue slip. 12/10 precious af https://t.co/QP6GHi5az9
Here we see an extremely rare Bearded Floofmallow. Only a few left in the wild. 11/10 would pet with a purpose https://t.co/jVJJKlPbvq
This is Lance. Lance doesn&#39;t give a shit. 10/10 we should all be more like Lance https://t.co/SqnG9Ap28J
Say hello to Opie and Clarkus. Clarkus fell asleep so Opie buried him. Ruthless af 10/10 for both https://t.co/xT7XaY4gnW
This is Stubert. He just arrived. 10/10 https://t.co/HVGs5aAKAn
Please don&#39;t send in any more polar bears. We only rate dogs. Thank you... 10/10 https://t.co/83RGhdIQz2
Say hello to Sunny and Roxy. They pull things out of water together. 10/10 for both https://t.co/88aedAmxcl
This is Kane. He&#39;s a semi-submerged Haitian Huffleplop. Happy af. Sick waterfall. 11/10 would pat head approvingly https://t.co/7zjEC501Ul
Reminder that we made our first set of stickers available! All are 12/10 would stick
Use code &#34;pupper&#34; at checkout🐶

https://t.co/kJIMNyMNKV
I can&#39;t even comprehend how confused this dog must be right now. 10/10 https://t.co/8AGcQ4hIfK
This is Steven. He&#39;s inverted af. Also very helpful. Scans anything you want for free. Takes him a while tho. 7/10 https://t.co/tA0ZiQ7JcG
Say hello to Olive and Ruby. They are best buddies. Both 11/10 
1 like = 1 buddy https://t.co/yagmFdKlyL
This is Chester. He&#39;s clearly in charge of the other dogs. Weird ass paws. Not fit for fetch. 6/10 would still pet https://t.co/o2GvskrhHt
RT @twitter: @dog_rates Awesome Tweet! 12/10. Would Retweet. #LoveTwitter https://t.co/j6FQGhxYuN
Meet Winston. He&#39;s trapped in a cup of coffee. Poor pupper. 10/10 someone free him https://t.co/2e6cUtKUuc
Meet Roosevelt. He&#39;s calculating the best case scenario if he drops out instead of doing math hw. 11/10 relatable af https://t.co/QcSIRDpfVg
I want to hear the joke this dog was just told. 10/10 https://t.co/1KiuZqqOD4
Oh. My. God. 13/10 magical af https://t.co/Ezu6jQrKAZ
This is Gary. He just wanted to say hi. 9/10 very personable pup https://t.co/Sk3CbhmKSW
&#34;Please, no puparazzi&#34; 11/10 https://t.co/nJIXSPfedK
What hooligan sent in pictures w/out a dog in them? Churlish af. 3/10 just bc that&#39;s a neat fluffy bean bag chair https://t.co/wcwoGOkZvz
This is Chuckles. He had a balloon but he accidentally let go of it and it floated away. 11/10 hang in there pupper https://t.co/68iNM7B5gW
Meet Milo and Amos. They are the best of pals. Both 12/10 would pet at the same time https://t.co/Mv37BHEyyD
This is Staniel. His selfie game is strong af. 10/10 I&#39;d snapchat with Staniel https://t.co/UgkTw7TKyM
Say hello to Sora. She&#39;s an Egyptian Pumpernickel. Mesmerizing af. 12/10 would bring home to mom https://t.co/PmTR4kxZkq
Here&#39;s a brigade of puppers. All look very prepared for whatever happens next. 80/80 https://t.co/0eb7R1Om12
I&#39;ve watched this a million times and you probably will too. 12/10 (vid by @emily_galasso) https://t.co/DU7Rb3NDiy
This is Beemo. He&#39;s a Chubberflop mix. 12/10 would cross the world for https://t.co/kzMVMU8HBV
This is Oshie. 12/10 please enjoy (vid by @catherinec1389) https://t.co/VmtzwAuotq
This is Gunner. He&#39;s a Figamus Newton. King of the peek-a-boo. Cool jeans. 11/10 https://t.co/ONuBILIYXZ
We 👏🏻 only 👏🏻 rate 👏🏻 dogs. Pls stop sending in non-canines like this Dutch Panda Worm. This is infuriating. 11/10 https://t.co/odfLzBonG2
The squad is back for St. Patrick&#39;s Day! ☘ 💚
13/10 for all https://t.co/OcCDb2bng5
This is Lacy. She&#39;s tipping her hat to you. Daydreams of her life back on the frontier. 11/10 would pet so well https://t.co/fG5Pk3Et1I
This is Tater. His underbite is fierce af. Doesn&#39;t give a damn about your engagement photo. 8/10 https://t.co/nLuPY3pY12
This pupper got her hair chalked for her birthday. Hasn&#39;t told her parents yet. Rebellious af. 11/10 very nifty https://t.co/h1OX2mLtxV
Meet Watson. He&#39;s a Suzuki Tickleboop. Leader of a notorious biker gang. Only one ear functional. 12/10 snuggable af https://t.co/R1gLc5vDqG
WeRateDogs stickers are here and they&#39;re 12/10! Use code &#34;puppers&#34; at checkout 🐶🐾

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*lets out a tiny whimper and then collapses* ...12/10 https://t.co/BNdVZEHRow
This is Olaf. He&#39;s gotta be rare. Seems sturdy. Tail is floofy af. 12/10 would do whatever it takes to pet https://t.co/E9jaU59bh9
This is Cecil. She&#39;s a Gigglefloof Poofer. Outdoorsy af. One with nature. 12/10 would strategically capture https://t.co/ijJB0DuOIC
This is Vince. He&#39;s a Gregorian Flapjeck. White spot on legs almost looks like another dog (whoa). 9/10 rad as hell https://t.co/aczGAV2dK4
Meet Karma. She&#39;s just a head. Lost body during the Second Punic War (unfortunate). Loves to travel 10/10 petable af https://t.co/c6af6nYEPo
This is Billy. He sensed a squirrel. 8/10 damn it Billy https://t.co/Yu0K98VZ9A
This is Walker. He&#39;s a Butternut Khalifa. Appears fuzzy af. 11/10 would hug for a ridiculous amount of time https://t.co/k6fEWHSALn
This is Penny. She&#39;s trying on her prom dress. Stunning af 11/10 https://t.co/qcZDZGCapg
From left to right:
Cletus, Jerome, Alejandro, Burp, &amp;amp; Titson
None know where camera is. 45/50 would hug all at once https://t.co/sedre1ivTK
This is Sammy. He&#39;s in a tree. Very excited about it. 13/10 https://t.co/CLe9ETEjeF
Meet Rodney. He&#39;s a Ukranian Boomchicka. Outside but would like to be inside. Only has one ear (unfortunate) 10/10 https://t.co/FjAj3ggXrR
This is Klevin. He&#39;s addicted to sandwiches (yes a hotdog is a sandwich fight me) It&#39;s tearing his family apart 9/10 https://t.co/7BkkVNu5pd
This is Lucy. She doesn&#39;t understand fetch. 8/10 try turning off and back on (vid by @rileyyoungblood) https://t.co/RXjEwpVJf0
Here&#39;s a pupper with magic eyes. Not wearing a seat belt tho (irresponsible af). Very distracting to driver. 9/10 https://t.co/5DLJB4ssvI
Meet Malikai. He was rolling around having fun when he remembered the inevitable heat death of the universe. 10/10 https://t.co/Vd2FqHIIGn
This is Mister. He&#39;s a wonderful father to his two pups. Heartwarming af. 10/10 for all https://t.co/2KcuJXL2r4
This is Coco. She gets to stay on the Bachelor for another week. Super pumped 11/10 https://t.co/wsCB6LFNxD
This is Smokey. He really likes tennis balls. 11/10 https://t.co/Ah7WlYTUBQ
Meet Bear. He&#39;s a Beneboop Cumberclap. Extremely unamused. 13/10 I&#39;m in love with this picture https://t.co/uC8kUqAz0W
This is Bobble. He&#39;s a Croatian Galifianakis. Hears everything within 400 miles. 11/10 would snug diligently https://t.co/VwDc6PTDzk
RT if you are as ready for summer as this pup is 12/10 https://t.co/xdNNEZdGJY
This is Oliver. That is his castle. He protects it with his life. He&#39;s also squishy af. 10/10 would squish softly https://t.co/oSuEGw0BhX
This is River. He&#39;s changing the trumpet game. Innovative af. 11/10 such a good boy https://t.co/tK7a0AxQfd
This is Jebberson. He&#39;s the reigning hide and seek world champion. 10/10 hasn&#39;t lost his touch https://t.co/VEFkvWCoHF
Please stop sending in non canines like this Guatemalan Twiggle Bunny. We only rate dogs. Only send in dogs... 11/10 https://t.co/XKhobeGuvT
This is Cooper. He basks in the glory of rebellion. 9/10 probably a preteen https://t.co/kDamUfeIpm
This is Remington. He was caught off guard by the magical floating cheese. Spooked af. 10/10 deep breaths pup https://t.co/mhPSADiJmZ
Everybody stop what you&#39;re doing and watch this video. Frank is stuck in a loop. 13/10 (Vid by @klbmatty) https://t.co/5AJs8TIV1U
This is Farfle. He lost his back legs during the Battle of Gettysburg. Goes 0-60 in 4.3 seconds (damn) 12/10 hero af https://t.co/NiQQWzIzzq
@serial @MrRoles OH MY GOD I listened to all of season 1 during a single road trip. I love you guys! I can confirm Bernie&#39;s 12/10 rating :)
Meet Rufus. He&#39;s a Honeysuckle Firefox. Curly af. Badass tie. About to go on his first date ever 11/10 good luck pup https://t.co/dGoTWNfIsm
This is Sadie. She&#39;s a Bohemian Rhapsody. Remarkably portable. Could sneak on roller coasters with (probably). 11/10 https://t.co/DB8fyeDs8B
When your roommate eats your leftover Chili&#39;s but you pretend it&#39;s no big deal cuz you fat anyway. 10/10 head up pup https://t.co/0nMgoue8IR
He&#39;s doing his best. 12/10 very impressive that he got his license in the first place  https://t.co/2vRmkkOLcN
This is Jiminus. He&#39;s in a tub for some reason. What a jokester. Smh 7/10 churlish af https://t.co/84L4ED9Tpi
We usually don&#39;t rate marshmallows but this one&#39;s having so much fun in the snow. 10/10 (vid by @kylejk24) https://t.co/NL2KwOioBh
This is Harper. She scraped her elbow attempting a backflip off a tree. Valiant effort tho. 12/10 https://t.co/oHKJHghrp5
This is Keurig. He&#39;s a rare dog. Laughs like an idiot tho. Head is basically a weapon. Poorly maintained goatee 4/10 https://t.co/xOrUyj7K30
&#34;I shall trip the big pupper with leash. Big pupper will never see it coming. I am a genius.&#34; Both 11/10 https://t.co/uQsCJ8pf51
Meet Clarkus. He&#39;s a Skinny Eastern Worcestershire. Can tie own shoes (impressive af) 10/10 would put on track team https://t.co/XP5o7zGn0E
This dog just brutally murdered a snowman. Currently toying with its nutritious remains 9/10 would totally still pet https://t.co/iKThgKnW1j
This is Finnegus. He&#39;s trapped in a snow globe. Poor pupper. 10/10 would make sure no one shook it https://t.co/BjpOa52jQ4
This is Cassie. She can go from sweet to scary af in a matter of seconds. 10/10 points deducted for cats on pajamas https://t.co/B6dmZmJBdK
Say hello to Cupcake. She&#39;s an Icelandic Dippen Dot. Confused by the oddly geometric lawn pattern. 11/10 https://t.co/D7rorf4YKL
This is Kathmandu. He sees every move you make. Probably knows Jiu-Jitsu. 10/10 mysterious af https://t.co/z0cs7E4Xjj
This is Tucker. He&#39;s a Dasani Episcopalian. Good lord what a tongue. 12/10 would never let go of https://t.co/gHtW5cgyy7
This is Ellie. She requests to be carried around in a lacrosse stick at all times. 11/10 impossible to say no https://t.co/15yCmd43zU
Ever seen a dog pet another dog? Both 13/10 truly an awe-inspiring scene. (Vid by @mdougherty20) https://t.co/3PoKf6cw7f
This is Elliot. He&#39;s blocking the roadway. Downright rude as hell. Doesn&#39;t care that you&#39;re already late. 3/10 https://t.co/FMUxir5pYu
Say hello to Katie. She&#39;s a Mitsubishi Hufflepuff. Curly af. 12/10 I&#39;d do terrible things to acquire such a pup https://t.co/CFPIcGcwJv
Meet Shadow. She&#39;s tired of the responsibilities associated with being a dog. No longer strives to attain ball. 9/10 https://t.co/cdOkfEpjFw
Here&#39;s a sneak peek of me on spring break. 10/10 so many tired pups these days https://t.co/6aJrjKfNqX
This is Oliver (pronounced &#34;Ricardo&#34;). He&#39;s a ship captain. Controls these treacherous waters. 11/10 would sail with https://t.co/bxjO45rXKd
Please enjoy this pup in a cooler. Permanently ready for someone to throw a tennis ball his way. 12/10 https://t.co/KUS0xl7XIp
This is Koda. She&#39;s a Beneboom Cumberwiggle. 12/10 petable as hell https://t.co/VZV6oMJmU6
Here&#39;s a very sleepy pupper. Thinks it&#39;s an airplane. 12/10 would snug for eternity https://t.co/GGmcTIkBbf
When you&#39;re just relaxin and having a swell time but then remember you have to fill out the FAFSA ...11/10 https://t.co/qy33OBcexg
This is Kara. She&#39;s been trying to solve that thing for 3 days. &#34;I don&#39;t have thumbs,&#34; she said. 11/10 solid effort https://t.co/lA6a8GefrV
He was doing his best. 12/10 I&#39;ll be his lawyer
https://t.co/WN4C6miCzR
This is Dexter. He&#39;s a shy pup. Doesn&#39;t bark much. Dreadful fetcher. Has rare sun allergy. 7/10 still petable https://t.co/sA7P3JSqiv
This is Layla. She&#39;s giving you a standing ovation.13/10 just magnificent (vid by @CSBrzezinski) https://t.co/KxYXHUHUi2
This is Adele. Her tongue flies out of her mouth at random. It&#39;s a debilitating illness. 10/10 stay strong pupper https://t.co/cfn81n3FLO
This is Lucy. She&#39;s a Venetian Kerploof. Supposed to be navigating. Quite irresponsible. Fancy ass collar tho 12/10 https://t.co/8tjnz1L8DI
Meet Max. He&#39;s a Fallopian Cephalopuff. Eyes are magical af. Lil dandruff problem. No big deal 10/10 would still pet https://t.co/c67nUjwmFs
Seriously, add us 🐶 11/10 for sad wet pupper https://t.co/xwPE9faVZR
&#34;Ma&#39;am, for the last time, I&#39;m not authorized to make that type of transaction&#34; 11/10 https://t.co/nPTBsdm3BF
Say hello to Zara. She found a sandal and couldn&#39;t be happier. 12/10 great work https://t.co/zQUuVu812n
This is Cooper. He only wakes up to switch gears. 12/10 helpful af https://t.co/EEIkAGVY64
This is Ambrose. He&#39;s an Alfalfa Ballyhoo. Draws pistol fast af. Pretty much runs the frontier. 11/10 lethal pupper https://t.co/ih6epBOxIA
This is Jimothy. He lost his body during the the Third Crusade (tragic). 11/10 heroic af tho https://t.co/wnsblfu7XE
This is Bode. He&#39;s a heavy sleeper. 9/10 https://t.co/YMkxhGWUqv
This is Terrenth. He just stubbed his toe. 10/10 deep breaths Terrenth https://t.co/Pg18CDFC7Z
This is Reese. He&#39;s a Chilean Sohcahtoa. Loves to swing. Never sure what to do with his feet. 12/10 huggable af https://t.co/VA6jnNUyuW
I found a forest Pipsy. 12/10 https://t.co/mIQ1KoVsmU
Here is a heartbreaking scene of an incredible pupper being laid to rest. 10/10 RIP pupper https://t.co/81mvJ0rGRu
&#34;Yes hi could I get a number 4 with no pickles&#34; ...12/10 https://t.co/kQPVxqA3gq
This is Chesterson. He&#39;s a Bolivian Scoop Dog. Incredibly portable. Can&#39;t bark for shit tho. 7/10 would still pet https://t.co/EatAd8JhyW
This pupper killed this great white in an epic sea battle. Now wears it as a trophy. Such brave. Much fierce. 13/10 https://t.co/Lu0ECu5tO5
When you wake up from a long nap and have no idea who you are. 12/10 https://t.co/dlF93GLnDc
13/10 hero af
@ABC
Meet Lucia. She&#39;s a Cumulonimbus Floofmallow. Only has two legs tho (unfortunate). 11/10 would definitely still pet https://t.co/qv6qlEUCEe
Say hello to Bisquick. He&#39;s a Beneplop Cumbersnug. Even smiles when wet. 12/10 I&#39;d steal Bisquick https://t.co/5zX5XD3i6K
This is Ralphson. He&#39;s very confused. Wondering why he&#39;s sitting on Santa&#39;s lap in February. 10/10 stay woke pupper https://t.co/INphk4ltkZ
This sneezy pupper is just adorable af. 12/10 (vid by @gwilks1) https://t.co/h5aI0Tim4j
Meet Stanley. He&#39;s an inverted Uzbekistani water pup. Hella exotic. Floats around all day. 8/10 I want to be Stanley https://t.co/XpYMBQ1FD8
Here is a whole flock of puppers.  60/50 I&#39;ll take the lot https://t.co/9dpcw6MdWa
&#34;YOU CAN&#39;T HANDLE THE TRUTH&#34; both 10/10 https://t.co/ZvxdB4i9AG
When you&#39;re trying to watch your favorite tv show but your friends keep interrupting. 10/10 relatable af https://t.co/QQZDCYl6zT
This is Bella. Based on this picture she&#39;s at least 8ft tall (wow)! Must be rare. 11/10 would pet on tippy toes https://t.co/XTVbSRdvcp
Meet Scooter. He&#39;s experiencing the pupper equivalent of dropping ur phone in a toilet 10/10 put it in some rice pup https://t.co/JSmX1FIEaW
Really guys? Again? I know this is a rare Albanian Bingo Seal, but we only rate dogs. Only send in dogs... 9/10 https://t.co/6JYLpUmBrC
This pupper doesn&#39;t understand gates. 10/10 so close https://t.co/GUbFF4o6dZ
This is Charlie. He&#39;s a West Side Niddlewog. Mucho fluffy. 12/10 would pet so damn well https://t.co/B9dOrmnPVt
This is Socks. That water pup w the super legs just splashed him. Socks did not appreciate that. 9/10 and 2/10 https://t.co/8rc5I22bBf
Happy Friday here&#39;s a sleepy pupper 12/10 https://t.co/eBcqv9SPkY
This is a Butternut Cumberfloof. It&#39;s not windy they just look like that. 11/10 back at it again with the red socks https://t.co/hMjzhdUHaW
This is an East African Chalupa Seal. We only rate dogs. Please only send in dogs. Thank you... 10/10 https://t.co/iHe6liLwWR
This is Chip. He&#39;s an Upper West Nile Pantaloon. Extremely deadly. Will rip your throat out. 6/10 might still pet https://t.co/LUFnwzznaV
Say hello to Luna. Her tongue is malfunctioning (tragic). 12/10 please enjoy (vid by @LilyArtz) https://t.co/F9aLnADVIw
This is Lucy. She&#39;s sick of these bullshit generalizations 11/10 https://t.co/d2b5C2R0aO
Meet Rambo &amp;amp; Kiwi. Rambo&#39;s the pup with the sharp toes &amp;amp; rad mohawk. One stays woke while one sleeps. 10/10 for both https://t.co/MpH1Fe9LhZ
This is Sansa. She&#39;s gotten too big for her chair. Not so smol anymore. 11/10 once a pupper, always a pupper https://t.co/IpAoztle2s
This is a Wild Tuscan Poofwiggle. Careful not to startle. Rare tongue slip. One eye magical. 12/10 would def pet https://t.co/4EnShAQjv6
This is Rudy. He&#39;s going to be a star. 13/10 talented af (vid by @madalynrossi) https://t.co/Dph4FDGoMd
Please enjoy this picture as much as I did. 12/10 https://t.co/7u8mM99Tj5
&#34;AND IIIIIIIIIIIEIIIIIIIIIIIII WILL ALWAYS LOVE YOUUUUU&#34; 11/10 https://t.co/rSNCEiTtfI
I know it&#39;s tempting, but please stop sending in pics of Donald Trump. Thank you ...9/10 https://t.co/y35Y1TJERY
This is Fiji. She&#39;s a Powdered Stegafloof. Very rare. 12/10 https://t.co/fZRob6eotY
Meet Rilo. He&#39;s a Northern Curly Ticonderoga. Currently balancing on one paw even in strong wind. Acrobatic af 11/10 https://t.co/KInss2PXyX
This is Bilbo. He&#39;s not emotionally prepared to enter the water. 11/10 don&#39;t struggle Bilbo https://t.co/rH9SQgZUnQ
Please pray for this pupper. Nothing wrong with her she just can&#39;t stop getting hit with banana peels. 11/10 https://t.co/8sdVenUAqr
This is Coopson. He&#39;s a Blingin Schnitzel. Built fence himself. One ear is slightly defective. 10/10 would still pet https://t.co/MWw3pVMhJA
This is Yoda. He&#39;s a Zimbabwean Rutabaga. Freaks out if u stop scratching his belly. Incredibly self-centered. 9/10 https://t.co/yVdMsVYHIx
Meet Millie. She&#39;s practicing her dive form for Rio. It&#39;s nearly perfect. Dedicated af. 10/10 go for gold pupper https://t.co/SDVkc4m96M
I&#39;m not sure what&#39;s happening here, but it&#39;s pretty spectacular. 12/10 for both https://t.co/JKXh0NbBNL
This is Chet. He&#39;s dapper af. His owners want him to learn how to dance but his true passion is potato guns. 11/10 https://t.co/TBv7Qh1zxZ
&#34;Pupper is a present to world. Here is a bow for pupper.&#34; 12/10 precious as hell https://t.co/ItSsE92gCW
Meet Crouton. He&#39;s a Galapagos Boonwiddle. Has a legendary tongue (most Boonwiddles do). Excellent stuff 10/10 https://t.co/110Eeg7KW3
This is Daniel. He&#39;s a neat pup. Exotic af. Custom paws. Leaps unannounced. Would totally pet. 7/10 daaamn Daniel https://t.co/5XaR0kj8cr
We only rate dogs. Pls stop sending in non-canines like this Mongolian grass snake. This is very frustrating. 11/10 https://t.co/22x9SbCYCU
This is Vincent. He&#39;s the man your girl is with when she&#39;s not with you. 10/10 https://t.co/JQGMP7kzjD
This is Kaia. She&#39;s just cute as hell. 12/10 I&#39;d kill for Kaia https://t.co/5fMdH8GFaq
This is Murphy. He&#39;s a mini golden retriever. Missing two legs (tragic). Mouth sharp. Looks rather perturbed. 6/10 https://t.co/ALO02IAKCn
This is Dotsy. She&#39;s stuck as hell. 10/10 https://t.co/A0h4lnhU4s
If a pupper gave that to me I&#39;d probably start shaking and faint from all the joy. 11/10 https://t.co/o9aJVPB25n
When it&#39;s Janet from accounting&#39;s birthday but you can&#39;t eat the cake cuz it&#39;s chocolate. 10/10 hang in there pupper https://t.co/Fbdr5orUrJ
This is Eazy-E. He&#39;s colorful af. Must be rare. Submerged in Sprite (rad). Doesn&#39;t perform well when not wet. 6/10 https://t.co/UtFI7eUCjE
This is Coops. His ship is taking on water. Sound the alarm. Much distress. Requesting immediate assistance. 10/10 https://t.co/8Nuny4lLE3
This is Thumas. He covered himself in nanners for maximum camouflage. It didn&#39;t work. I can still see u Thumas. 9/10 https://t.co/x0ZDlNqfb1
This is Cooper. He began to tear up when his bone was taken from him. 11/10 stay strong pupper https://t.co/qI8yvqKG02
Say hello to Nala. She&#39;s a Freckled High Bruschetta. Petable af. 12/10 https://t.co/5bjrIRqByp
Take all my money. 10/10 https://t.co/B28ebc5LzQ
Meet Fillup. Spaghetti is his main weakness. Also pissed because he&#39;s rewarded with cat treats 11/10 it&#39;ll be ok pup https://t.co/TEHu55ZQKD
This is Dave. He&#39;s a tropical pup. Short lil legs (dachshund mix?) Excels underwater, but refuses to eat kibble 5/10 https://t.co/ZJnCxlIf62
This is Archie. He&#39;s undercover in all these pics. Not actually a bee, cow, or Hawaiian. Sneaky af. 12/10 https://t.co/9fojElzIxx
I know this is a tad late but here&#39;s a wonderful Valentine&#39;s Day pupper 12/10 https://t.co/hTE2PEwGvi
&#34;Don&#39;t ever talk to me or my son again.&#34; ...both 10/10 https://t.co/b8ncwl6TlE
Meet Miley. She&#39;s a Scandinavian Hollabackgirl. Incalculably fluffy, unamused af. 11/10 would squeeze aggressively https://t.co/6r4GFZY5WS
Say hello to Calbert. He doesn&#39;t have enough legs. Wtf Calbert. Still havin a blast tho. 11/10 would pet extra well https://t.co/iNFIHvcVur
&#34;I&#39;m bathing the children what do you want?&#34;  ...both 10/10 https://t.co/Rizm1LWh4z
This is Charl. He&#39;s a bully. Chucks that dumbbell around like its nothing. Sharp neck. Exceptionally unfluffy. 3/10 https://t.co/VfLoDZecJ7
Meet Reagan. He&#39;s a Persnicketus Derpson. Great with kids. Permanently caught off guard. 8/10 https://t.co/A2j2StfNgL
ERMAHGERD 12/10 please enjoy https://t.co/7WrAWKdBac
This is Yukon. He pukes rainbows. 12/10 magical af https://t.co/n6wND1v7il
HAPPY V-DAY FROM YOUR FAV PUPPER SQUAD 13/10 for all https://t.co/7u6VnZ1UFe
This is Oliver. He does toe touches in his sleep. 13/10 precious af https://t.co/3BrRIWjG35
Meet CeCe. She wanted to take a selfie before her first day as a lumberjack. 11/10 crushing traditional gender roles https://t.co/oW9XMYG3F4
This dog is never sure if he&#39;s doing the right thing. 10/10 https://t.co/GXq43zFfBu
This is Cuddles. He&#39;s not entirely sure how doors work. 10/10 I believe in you Cuddles https://t.co/rKjK88D05Z
This is Rusty. He has no respect for POULTRY products. Unbelievable af. 7/10 would still pet https://t.co/hEH19t1eFp
Here we are witnessing five Guatemalan Birch Floofs in their natural habitat. All 12/10 (Vid by @pootdanielle) https://t.co/rb8nzVNh7F
This is Claude. He&#39;s trying to be seductive but he forgot to turn on the fireplace. 9/10 damn it Claude https://t.co/EPdQquc1dG
This is Jessiga. She&#39;s a Tasmanian McCringleberry. Selfies make her uncomfortable. 10/10 would pet in time of need https://t.co/MrdPZz1CGk
This is Maximus. He&#39;s training for the tetherball world championship. The grind never stops. 11/10 (vid by @Amuly21) https://t.co/VmFfWMjNkp
This is Franklin. He&#39;s a yoga master. Trying to get rid of those rolls. Dedicated af. 11/10 keep it up pup https://t.co/S712MJXulD
Meet Beau &amp;amp; Wilbur. Wilbur stole Beau&#39;s bed from him. Wilbur now has so much room for activities. 9/10 for both pups https://t.co/GPaoH5qWEk
This is Lily. She accidentally dropped all her Kohl&#39;s cash overboard. Day officially ruined. 10/10 hang in there pup https://t.co/BJbtCqGwZK
&#34;Dammit hooman quit playin I jus wanna wheat thin&#34; 11/10 https://t.co/yAASRDPJnQ
This is Doug. He&#39;s a Draconian Jabbawockee. Rad tongue. Ears are borderline legendary 11/10 would pet with a purpose https://t.co/MVvbQW88Pv
This is Cassie. She goes door to door trying to find the owner of this baguette. No luck so far. 10/10 https://t.co/e8bj97CisO
This is Carter. He wakes up in the morning and pisses excellence. 10/10 best there is plain and simple https://t.co/pHktDjpFr8
Pls make sure ur dogs have gone through some barkour training b4 they attempt stunts like this. 8/10 https://t.co/VmF35YvtqP
This pupper doubles as a hallway rug. Very rare. Versatile af. 11/10 https://t.co/Jxd5pR02Cn
Here&#39;s a pupper with a piece of pizza. Two of everybody&#39;s favorite things in one photo. 11/10 https://t.co/5USjFjKI7Z
This is Ole. He&#39;s not sure how to gravity. 8/10 https://t.co/PsqqotpBBQ
Say hello to Pherb. He does parkour. 9/10 https://t.co/LHFfUyLBZT
Meet Blipson. He&#39;s a Doowap Hufflepuff. That Ugg is his temporary home while he&#39;s struggling with unemployment 11/10 https://t.co/YKvt0J5MXr
Happy Wednesday here&#39;s a bucket of pups. 44/40 would pet all at once https://t.co/HppvrYuamZ
This is Bentley. He got stuck on his 3rd homework problem. Picturing the best case scenario if he drops out. 10/10 https://t.co/7rS33sCKMS
Please stop sending in saber-toothed tigers. This is getting ridiculous. We only rate dogs.
...8/10 https://t.co/iAeQNueou8
Meet Charlie. He likes to kiss all the big milk dogs with the rad earrings. Passionate af. 10/10 just a great guy https://t.co/Oe0XSGmfoP
This is Oakley. He has a massive tumor growing on his head. Seems benign tho. 10/10 would pet around tumor https://t.co/7GQ7BTxywN
This is Rosie. She&#39;s a Benebark Cumberpatch. Sleepy af. 12/10 would snug for days https://t.co/NKuON5Al8i
These two pirates crashed their ship and don&#39;t know what to do now. Very irresponsible of them. Both 9/10 https://t.co/RJvUjgGH5z
Guys I found the dog from Up. 12/10 https://t.co/WqoZtX9jmJ
This is Misty. She&#39;s in a predicament. Not sure what next move should be. 9/10 stay calm pupper I&#39;m comin https://t.co/XhR7PAgcwF
This is Reptar. He specifically asked for his skis to have four bindings. He&#39;s not happy. Quite perturbed tbh. 10/10 https://t.co/l9k7TPP7Tp
This is Klevin. He doesn&#39;t want his family brainwashed by mainstream media. 10/10 (vid by @AshtonHose) https://t.co/ghhbMAFPW8
This is Trevith. He&#39;s a Swiss Mountain Roadwoof. Breeze too powerful. 9/10 stay strong pupper https://t.co/6J8Ibwy1X6
Oh my god 10/10 for every little hot dog pupper
After reading the comments I may have overestimated this pup. Downgraded to a 1/10. Please forgive me
12/10 revolutionary af https://t.co/zKzq4nIY86
This is Berb. He just found out that they have made 31 Kidz Bop CD&#39;s. Downright terrifying. 7/10 hang in there Berb https://t.co/CIFLjiTFwZ
This poor pupper has been stuck in a vortex since last week. Please keep her in your thoughts. 10/10 https://t.co/7ODQWHwYDx
Here&#39;s a dog enjoying a sunset. 11/10 would trade lives with https://t.co/VsQdLxrv9h
This is Wyatt. His throne is modeled after him. 13/10 Wyatt is a very big deal https://t.co/PccQ1CFEDd
If you are aware of who is making these please let me know. 13/10 vroom vroom https://t.co/U0D1sbIDrG
Meet Calvin. He&#39;s proof that degrees mean absolutely nothing. 8/10 straighten up pup https://t.co/NIvxgSQ9BS
We normally don&#39;t rate unicorns but this one has 3 ears so it must be super rare. 12/10 majestic af https://t.co/f9qlKiv39T
This is Bob. He just got back from his job interview and realized his ear was inside-out the whole time. 10/10 https://t.co/lORINwFXIV
This is Colin. He really likes green beans. It&#39;s tearing his family apart. 10/10 please pray for Colin https://t.co/ioFy0cmK03
This is just a beautiful pupper good shit evolution. 12/10 https://t.co/2L8pI0Z2Ib
This is Lorenzo. He&#39;s educated af. Just graduated college. 11/10 poor pupper can&#39;t even comprehend his debt https://t.co/dH3GzcjCtQ
This may be the greatest video I&#39;ve ever been sent. 4/10 for Charles the puppy, 13/10 overall. (Vid by @stevenxx_) https://t.co/uaJmNgXR2P
Meet Brian (pronounced &#34;Kirk&#34;). He&#39;s not amused by ur churlish tomfoolery. Once u put him down you&#39;re done for. 6/10 https://t.co/vityMwPKKi
Please only send in dogs. This t-rex is very scary. 5/10 ...might still pet (vid by @helizabethmicha) https://t.co/Vn6w5w8TO2
This is Archie. He&#39;s a Bisquick Taj Mapaw. Too many people are touching him. It is doing him a discomfort. 10/10 https://t.co/CJJpjTMzPQ
This is Phil. He&#39;s an important dog. Can control the seasons. Magical as hell. 12/10 would let him sign my forehead https://t.co/9mb0P2rjk2
This pupper only appears through the hole of a Funyun. Much like Phineas, this one is also mysterious af. 10/10 https://t.co/SQsEBWxPyG
Meet Oliviér. He takes killer selfies. Has a dog of his own. It leaps at random &amp;amp; can&#39;t bark for shit. 10/10 &amp;amp; 5/10 https://t.co/6NgsQJuSBJ
It&#39;s okay pup. This happens every time I listen to @adele also. 11/10 (vid by @_larirutschmann) https://t.co/oCImpQuoRb
Meet Grady. He&#39;s very hungry. Too bad no one can find his food bowl. 9/10 poor pupper https://t.co/oToIkYnEGn
&#34;Martha come take a look at this. I&#39;m so fed up with the media&#39;s unrealistic portrayal of dogs these days.&#34; 10/10 https://t.co/Sd4qAdSRqI
This is Lola. She realized mid hug that she&#39;s not ready for a committed relationship with a teddy bear. 9/10 https://t.co/pVebzwRioD
This is Chester. He&#39;s a Benefloof Cumberbark. Fabulous ears. Nifty shirt. Was probably on sale. Nice hardwood. 11/10 https://t.co/YoII7tWXMT
These lil fellas are the best of friends. 12/10 for both. 1 like = 1 friend (vid by @CassieBrookee15) https://t.co/gzRghPC61H
This is Kobe. He&#39;s a Speckled Rorschach. Requests that someone holds his hand during car rides. 10/10 sick interior https://t.co/LCA6Fr3X2M
What kind of person sends in a pic without a dog in it? So churlish. Neat rug tho 7/10 https://t.co/LSTAwTdTaw
BREAKING PUPDATE: I&#39;ve just been notified that (if in U.S.) this dog appears to be operating the vehicle. Upgraded to 10/10. Skilled af
Meet Freddery. He&#39;s a Westminster Toblerone. Seems to enjoy car rides. 9/10 would pat on the head approvingly https://t.co/6BS9XEip9a
This pupper is afraid of its own feet. 12/10 would comfort https://t.co/Tn9Mp0oPoJ
When you keepin the popcorn bucket in your lap and she reach for some... 10/10 https://t.co/a1IrjaID3X
Meet Phil. He&#39;s big af. Currently destroying this nice family home. Completely uncalled for. 3/10 not a good pupper https://t.co/fShNNhBWYx
Personally I&#39;d give him an 11/10. Not sure why you think you&#39;re qualified to rate such a stellar pup.
@CommonWhiteGirI
This is Lincoln. He doesn&#39;t understand his new jacket. 11/10 please enjoy (vid by @GraceIsTheName8) https://t.co/S6cQsIoX27
This is Sadie and her 2 pups Shebang &amp;amp; Ruffalo. Sadie says single parenting is challenging but rewarding. All 10/10 https://t.co/UzbhwXcLne
This is Oscar. He can wave. Friendly af. 12/10 would totally wave back (IG: Oscar.is.bear) https://t.co/waN6EW0wfM
I hope you guys enjoy this beautiful snowy pupper as much as I did. 11/10 https://t.co/DYUsHtL2aR
This is Bodie. He&#39;s not proud of what he did, but it needed to be done. 9/10 eight days was a pretty good streak tbh https://t.co/bpZsGMqVVP
This is Dunkin. He can only see when he&#39;s wet (tragic). 12/10 future heartbreaker https://t.co/At8Kxc5H9U
&#34;Thank you friend that was a swell petting&#34; 11/10 (vid by @MatthewjamesMac) https://t.co/NY3cPAZAIM
This is Milo. He doesn&#39;t understand your fancy human gestures. Will lick instead. 10/10 can&#39;t faze this pupper https://t.co/OhodPIDOpW
Please only send in dogs. Don&#39;t submit other things like this pic of Kenny Chesney in a bathtub. Thank you. 9/10 https://t.co/TMpDHHGspy
This is Wally. He&#39;s being abducted by aliens. 10/10 poor pupper https://t.co/EiF659Bgjn
&#34;Fuck the system&#34; 10/10 https://t.co/N0OADmCnVV
Meet Tupawc. He&#39;s actually a Christian rapper. Doesn&#39;t even understand the concept of dollar signs. 10/10 great guy https://t.co/mCqgtqLDCW
This pupper just descended from heaven. 12/10 can probably fly https://t.co/X6X9wM7NuS
&#34;Hello yes could I get one pupper to go please thank you&#34;
Both 13/10 https://t.co/kYWcXbluUu
This is Chester. He&#39;s been guarding this pumpkin since October. Dedicated af. Hat is nifty as hell. 12/10 would snug https://t.co/CFMjsn3P6B
This is Amber. She&#39;s a Fetty Woof. 10/10 would pet in a heartbeat https://t.co/Dt360V2MYI
Say hello to Cody. He&#39;s been to like 80 countries and is way more cultured than you. He wanted me to say that. 10/10 https://t.co/Iv3flDTpXu
PUPDATE: just noticed this dog has some extra legs. Very advanced. Revolutionary af. Upgraded to a 9/10
Meet Herschel. He&#39;s slightly bigger than ur average pupper. Looks lonely. Could probably ride 7/10 would totally pet https://t.co/VGaIMktX10
This is a rare Arctic Wubberfloof. Unamused by the happenings. No longer has the appetites. 12/10 would totally hug https://t.co/krvbacIX0N
This is Edgar. He&#39;s a Sassafras Puggleflash. Nothing satisfies him. Not since the war. 10/10 cheer up pup https://t.co/1NgMb9BTWB
These are some pictures of Teddy that further justify his 13/10 rating. Please enjoy https://t.co/tDkJAnQsbQ
This is Teddy. His head is too heavy. 13/10 (vid by @jooanrim) https://t.co/sRUpRpGZ3y
This is Kingsley Wellensworth III. He owns 7 range rovers. Has a cardigan collection. Would rather be sailing. 9/10 https://t.co/BE4ahQ0IO2
This is Brockly. He&#39;s an uber driver. Falls asleep at the wheel often. Irresponsible af 8/10 would totally still pet https://t.co/fn1oUlS69Z
We usually don&#39;t rate penguins but this one is in need of a confidence boost after that slide. 10/10 https://t.co/qnMJHBxPuo
THE BRITISH ARE COMING
THE BRITISH ARE COMING
10/10 https://t.co/frGWV7IP6J
This is Richie and Plip. They are the best of pals. Do everything together. 10/10 for both https://t.co/KMdwNgONkV
When bae says they can&#39;t go out but you see them with someone else that same night. 5/10 &amp;amp; 10/10 for heartbroken pup https://t.co/aenk0KpoWM
Say hello to Leo. He&#39;s a Fallopian Puffalope. Precious af. 12/10 would cuddle https://t.co/LZEi0DpRsH
This is Bailey. She likes flowers. 12/10 https://t.co/YBENhr24FV
I present to you... Dog Jesus. 13/10 (he could be sitting on a rock but I doubt it) https://t.co/fR1P3g5I6k
This is Molly. She&#39;s a Peruvian Niddlewog. Loves her new hat. 11/10 would totally pet https://t.co/g4fiS8A9Ab
Here we see one dog giving a puptalk to another dog. Both are focused af. Left one has powerful feet. 11/10 for both https://t.co/fUacc13OrW
Happy Saturday here&#39;s a dog in a mailbox. 12/10 https://t.co/MM7tb4HpEY
We&#39;ve got a doggy down. Requesting backup. 12/10 for both. Please enjoy  https://t.co/pmarb2dG0e
This golden is happy to refute the soft mouth egg test. Not a fan of sweeping generalizations. 11/10 #notallpuppers https://t.co/DgXYBDMM3E
She thought the sunset was pretty, but I thought she was prettier. 10/10 https://t.co/HSL3mnP5NX
This is Buddy. He&#39;s testing out the water. Such caution. Much reserve. 12/10 https://t.co/FQZGSQIQLS
Say hello to Peaches. She&#39;s a Dingleberry Zanderfloof. 13/10 would caress lots https://t.co/YrhkrTsoTt
This is Vinscent. He was just questioned about his recent credit card spending. 8/10 https://t.co/qOD4G19A2u
This is Cedrick. He&#39;s a spookster. Did me a discomfort. 10/10 would pet with a purpose https://t.co/yS7T4gxKod
This is Hazel. She&#39;s a gymnast. Training hard for Rio. 11/10 focused af https://t.co/CneG2ZbxHP
12/10 @LightningHoltt
This is Lolo. She&#39;s America af. Behind in science &amp;amp; math but can say whatever she wants on Twitter. 11/10 ...Merica https://t.co/Nwi3SYe8KA
This is Eriq. His friend just reminded him of last year&#39;s super bowl. Not cool friend
10/10 for Eriq
6/10 for friend https://t.co/PlEXTofdpf
This is Phred. He&#39;s an Albanian Flepperkush. Tongue is rather impressive if I&#39;m honest. Perhaps even legendary 11/10 https://t.co/VpfFCKE28C
Stop sending in lobsters. This is the final warning. We only rate dogs. Thank you... 9/10 https://t.co/B9ZXXKJYNx
This is Oddie. He&#39;s trying to communicate. 12/10 very solid effort (vid by @kaleseyy) https://t.co/JjxriLqZOL
This is Maxwell. That&#39;s his moped. He rents it out for others to use as long as he can come also. 11/10 great dog https://t.co/IF5kKaO945
Say hello to Geoff (pronounced &#34;Kyle&#34;). He accidentally opened the front facing camera. 10/10 https://t.co/TmlwQWnmRC
This pupper can only sleep on shoes. It&#39;s a crippling disease. Tearing his family apart. 12/10 I&#39;d totally pet tho https://t.co/03XlvS8izg
&#34;I&#39;m the only one that ever does anything in this household&#34; 10/10 https://t.co/V8HcVIh4jt
This is Covach. He&#39;s trying to melt the snow. 10/10 we all believe in you buddy https://t.co/fgMaP2zDMt
Here we are witnessing a rare High Stepping Alaskan Floofer. 12/10 dangerously petable (vid by @TheMrsNux) https://t.co/K4s9IJh2jm
Happy Wednesday here&#39;s a pup wearing a beret. 12/10 please enjoy https://t.co/MXedEzSHIf
Say hello to Gizmo. He&#39;s quite the pupper. Confused by bed, but agile af. Can barely catch on camera. 11/10 so quick https://t.co/IE4ZblyZRY
This is Durg. He&#39;s trying to conquer his fear of trampolines. 9/10 it&#39;s not working https://t.co/5iH08ltkoe
Meet Fynn &amp;amp; Taco. Fynn is an all-powerful leaf lord and Taco is in the wrong place at the wrong time. 11/10 &amp;amp; 10/10 https://t.co/MuqHPvtL8c
Meet Luca. He&#39;s a Butternut Scooperfloof. Glorious tongue. 12/10 would pet really well https://t.co/VcxZQPNZaV
This is Ricky. He&#39;s being escorted out of the dog park for talking shit about the other dogs. 8/10 not cool Ricky https://t.co/XtDkrsdEfF
This is Lucy. She&#39;s terrified of the stuffed billed dog. 10/10 stay strong pupper https://t.co/QnvSjjyh7n
Here we see 33 dogs posing for a picture. All get 11/10 for superb cooperation https://t.co/TRAri5iHzd
Downright majestic af 12/10 https://t.co/WFh2FEbYzj
This is Carl. He just wants to make sure you&#39;re having a good day. 12/10 just a swell pup https://t.co/Wk3XCnmDvm
Someone sent me this without any context and every aspect of it is spectacular. 13/10 please enjoy https://t.co/Rxrd4hPmp4
Say hello to Chipson. He&#39;s aerodynamic af. No eyes (devastating). 9/10 would make sure he didn&#39;t bump into stuff https://t.co/V62rIva61J
This is Herald. He wants you to know he could steal your girl at any moment. 10/10 https://t.co/JR7hLnlgeS
Meet Lucky. He was showing his friends an extreme pogo stick trick when he completely lost control. 10/10 still rad https://t.co/K55XrIoePl
This is Ferg. He swallowed a chainsaw. 1 like = 1 prayer 10/10 remain calm Ferg (vid by @calebturer) https://t.co/gOH51Y8Yh1
We normally don&#39;t rate birds but I feel bad cos this one forgot to fly south for the winter. 9/10 just wants a bath https://t.co/o47yitCn9N
Meet Trip. He likes wearing costumes that aren&#39;t consistent with the season to screw with people 10/10 tricky pupper https://t.co/40w7TI5Axv
This pupper just wants to say hello. 11/10 would knock down fence for https://t.co/A8X8fwS78x
Meet Clarence. He does parkour. 8/10 very talented dog https://t.co/WpSFZm7RPH
When you have a ton of work to do but then remember you have tomorrow off. 10/10 https://t.co/MfEaMUFYTx
This is Hamrick. He&#39;s covered in corn flakes. Silly pupper. Looks congested. 7/10 considerably petable https://t.co/ROPZcAMQKI
Say hello to Brad. His car probably has a spoiler. Tan year round. Likes your insta pic but doesn&#39;t text back. 9/10 https://t.co/dfCCK3tWfr
When you stumble but recover quickly cause your crush is watching. 12/10 https://t.co/PMeq6IedU7
Meet Pubert. He&#39;s a Kerplunk Rumplestilt. Cannot comprehend flower. Flawless tongue. 8/10 would pat head approvingly https://t.co/2TWxg0rgyG
This is Frönq. He got caught stealing a waffle. Damn it Frönq. 9/10 https://t.co/7ycWCUrjmZ
This pupper is sprouting a flower out of her head. 12/10 revolutionary af https://t.co/glmvQBRjv4
This is Louis. He&#39;s takes top-notch selfies. 12/10 would snapchat with https://t.co/vz2DukO0th
This is Derby. He&#39;s a superstar. 13/10 (vid by @NBohlmann) https://t.co/o4Nfc8WoAO
This is Lizzie. She&#39;s about to fist bump the large ridable maned pupper. She&#39;s very excited. 10/10 for both dogs https://t.co/mFhvtX36om
Please send dogs. I&#39;m tired of seeing other stuff like this dangerous pirate. We only rate dogs. Thank you... 10/10 https://t.co/YdLytdZOqv
This is Kilo. He&#39;s a Pouncing Brioche. Really likes snow. 11/10 https://t.co/GS76SfkraY
13/10 I can&#39;t stop watching this (vid by @k8lynwright) https://t.co/nZhhMRr5Hp
This is Louis. He&#39;s a rollercoaster of emotions. Incalculably fluffy. 12/10 would pet firmly https://t.co/17RGvOZO9P
With great pupper comes great responsibility. 12/10 https://t.co/hK6xB042EP
Meet Trooper &amp;amp; Maya. Trooper protects Maya from bad things like dognappers and Comcast. So touching. 11/10 for both https://t.co/c98k1IoZKy
This is Ember. That&#39;s the q-tip she owes money to. 11/10 pay up pup. (vid by @leanda_h) https://t.co/kGRcRjRJRl
Say hello to Blakely. He thinks that&#39;s a hat. Silly pupper. That&#39;s a nanner. 9/10 https://t.co/UwOV1jqKRt
Meet Opal. He&#39;s a Belgian Dijon Poofster. Upset because his hood makes him look like blond Justin Timberlake. 11/10 https://t.co/IAt3jRZ5ez
This is Marq. He stole this car. 7/10 wtf Marq? https://t.co/MHScqo5l8c
Another magnificent photo. 12/10 https://t.co/X5w387K5jr
This is Curtis. He&#39;s a fluffball. 11/10 would snug this pupper https://t.co/1DzInODwrj
This is Kramer. He&#39;s a Picasso Tortellini. Tie couldn&#39;t be more accurate. Confident af. Runs his own business. 10/10 https://t.co/jIcVW0xxmH
This is Barry. He&#39;s very fast. I hope he finds what he&#39;s looking for. 10/10 (vid by @KeeganWolfe33) https://t.co/nTAsyvbIiO
This is Tyrone. He&#39;s a leaf wizard. Self-motivated. No eyes (tragic). Inspirational af. 11/10 enthusiasm is tangible https://t.co/pRp1Npucbz
&#34;You got any games on your phone&#34; 7/10 for invasive brown Dalmatian pupper https://t.co/yzGR9xjE9Q
Meet Gordon. He&#39;s an asshole. 9/10 would still pet https://t.co/a34N7QwKbb
Say hello to Samson. He&#39;s a Firecracker Häagen-Dazs. 11/10 objects in mirror may be more petable than they appear https://t.co/03vR9dn7jy
This is Baxter. He looks like a fun dog. Prefers action shots. 11/10 the last one is impeccable https://t.co/LHcH1yhhIb
Army of water dogs here. None of them know where they&#39;re going. Have no real purpose. Aggressive barks. 5/10 for all https://t.co/A88x73TwMN
This pupper&#39;s New Year&#39;s resolution was to become a Hershey&#39;s kiss. 11/10 she&#39;s super pumped about it https://t.co/D7jYj6vdwC
This is Jackson. He was specifically told not to sleep in the fridge. Damn it Jackson. 11/10 would squeeze softly https://t.co/lJs10ZJsgj
This pupper forgot how to walk. 12/10 happens to all of us (vid by @bbuckley96) https://t.co/KFTrkSOuu3
Strange pup here. Easily manipulated. Rather inbred. Sharp for a dog. Appears uncomfortable. 8/10 would still pet https://t.co/nSQrhwbk1V
I just love this picture. 12/10 lovely af https://t.co/Kc84eFNhYU
This is Mona. She&#39;s a Yarborough Splishnsplash. Lost body during Nam. 11/10 revolutionary pupper https://t.co/pgD6h0yhgz
This is Olivia. She just saw an adult wearing crocs. 11/10 poor pupper. No one should witness such a thing https://t.co/yJVTi1DjJc
Meet Horace. He was practicing his levitation, minding his own business when a rogue tennis ball spooked him. 10/10 https://t.co/tB9xYjMyZd
This pup&#39;s having a nightmare that he forgot to type a paper due first thing in the morning. 12/10 (vid by ... https://t.co/CufnbUT0pB
Say hello to Crimson. He&#39;s a Speckled Winnebago. Main passions are air hockey &amp;amp; parkour. 11/10 would pet thoroughly https://t.co/J5aI7SjzDc
Meet Birf. He thinks he&#39;s gone blind. 10/10 very frightened pupper https://t.co/oDkspjNWYX
Heartwarming scene here. Son reuniting w father after coming home from deployment. Very moving. 10/10 for both pups https://t.co/95JJevQOWW
When bae calls your name from across the room. 12/10 (vid by @christinemcc98) https://t.co/xolcXA6gxe
This is Flávio. He&#39;s a Macedonian Poppycock. 97% floof. Jubilant af. 11/10 personally I&#39;d pet the hell out of https://t.co/BUyX7isHRg
Yes I do realize a rating of 4/20 would&#39;ve been fitting. However, it would be unjust to give these cooperative pups that low of a rating
Your fav crew is back and this time they&#39;re embracing cannabis culture. 12/10 for all https://t.co/oSvRDuMm1D
This pupper has a magical eye. 11/10 I can&#39;t stop looking at it https://t.co/heAGpKTpPW
This is Hammond. He&#39;s a peculiar pup. Loves long walks. Bark barely audible. Too many legs. 3/10 must be rare https://t.co/NOIiRWr5Jf
This is Lorelei. She&#39;s contemplating her existence and the eventual heat death of the universe. 11/10 very majestic https://t.co/xbUoULOIS8
This is the newly formed pupper a capella group. They&#39;re just starting out but I see tons of potential. 8/10 for all https://t.co/wbAcvFoNtn
This is Olive. He&#39;s stuck in a sleeve. 9/10 damn it Olive https://t.co/NnLjg6BgyF
Jack deserves another round of applause. If you missed this earlier today I strongly suggest reading it. Wonderful first 14/10 🐶❤️
This is Marty. He has no idea what happened here. Never seen this stuff in his life. 9/10 very suspicious pupper https://t.co/u427woxFpJ
Meet Brooks. He&#39;s confused by the almighty ball of tennis. 12/10 

(vid by @PDolan37) https://t.co/AcVWe39nmM
This is Otis. He just passed a cop while going 61 in a 45. Very nervous pupper. 7/10 https://t.co/jJS8qQeuNO
Everybody needs to read this. Jack is our first 14/10. Truly heroic pupper https://t.co/3m6bNGXWnM
For the last time, WE. DO. NOT. RATE. BULBASAUR. We only rate dogs. Please only send dogs. Thank you ...9/10 https://t.co/GboDG8WhJG
&#34;Tristan do not speak to me with that kind of tone or I will take away the Xbox.&#34; 10/10 https://t.co/VGPH0TfESw
This is Rocky. He sleeps like a psychopath. 10/10 quality tongue slip https://t.co/MbgG95mUdu
I would like everyone to appreciate this pup&#39;s face as much as I do. 11/10 https://t.co/QIe7oxkSNo
Say hello to Petrick. He&#39;s an Altostratus Floofer. Just had a run in with a trash bag. Groovy checkered floor. 11/10 https://t.co/rwW7z1JAOF
This is Hubertson. He&#39;s a Carmel Haberdashery. Enjoys long summer days on his boat. Very peaceful pupper. 10/10 https://t.co/vzCl35fKlZ
This is Alfie. That is his time machine. He&#39;s very proud of it. Without him life as we know it would not exist 11/10 https://t.co/530Yfbl5xo
Meet Gerbald. He just found out he&#39;s adopted. Poor pupper. Snazzy tongue tho. 11/10 would hold close in time of need https://t.co/UfGkB9Wrud
For those who claim this is a goat, u are wrong. It is not the Greatest Of All Time. The rating of 5/10 should have made that clear. Thank u
This is Jerry. He&#39;s a neat dog. No legs (tragic). Has more horns than a dog usually does. Bark is unique af. 5/10 https://t.co/85q7xlplsJ
This is Oreo. She&#39;s a photographer and a model. Living a double pupple life. 12/10 such talent much cute would pet https://t.co/zNeLxJeAoL
Meet Bruiser &amp;amp; Charlie. They are the best of pals. Been through it all together. Both 11/10. 1 like=1 friendship https://t.co/PEXHuvSVD4
&#34;Hello yes I&#39;ll just get one of each color thanks&#34; 12/10 for all https://t.co/AMDsllQs7a
This is Perry. He&#39;s an Augustus Gloopster. Very condescending. Makes up for it with the sneaky tongue slip. 11/10 https://t.co/JVvIrUmTkR
Here we have a basking dino pupper. Looks powerful. Occasionally shits eggs. Doesn&#39;t want the holidays to end. 5/10 https://t.co/DnNweb5eTO
This little fella really hates stairs. Prefers bush. 13/10 legendary pupper https://t.co/e3LPMAHj7p
Meet Theodore. He&#39;s dapper as hell. Probably owns horses. Uses &#39;summer&#39; as a verb. Often quotes philosophers. 11/10 https://t.co/J3Ld4fRbSy
&#34;FOR THE LAST TIME I DON&#39;T WANNA PLAY TWISTER ALL THE SPOTS ARE GREY DAMN IT CINDY&#34; ...10/10 https://t.co/uhQNehTpIu
This pupper just got his first kiss. 12/10 he&#39;s so happy https://t.co/2sHwD7HztL
This is Bobby. He doesn&#39;t give a damn about personal space. Convinced he called shotgun first. 4/10 not the best dog https://t.co/b8XW69gSaU
After watching this video, we&#39;ve determined that Pippa will be upgraded to a 12/10. Please enjoy https://t.co/IKoRK4yoxV
Meet Pippa. She&#39;s an Elfin High Feta. Compact af. Easy to transport. Great for vacations. 10/10 would keep in pocket https://t.co/nBtDeZ4yAb
This is Jeph. He&#39;s a Western Sagittarius Dookmarriot. Frightened by leaf. Caught him off guard. 10/10 calm down Jeph https://t.co/bicyOV6lju
This is Obi. He got camera shy. 12/10 https://t.co/feiPiq7z94
Two sneaky puppers were not initially seen, moving the rating to 143/130. Please forgive us. Thank you https://t.co/kRK51Y5ac3
Someone help the girl is being mugged. Several are distracting her while two steal her shoes. Clever puppers 121/110 https://t.co/1zfnTJLt55
Gang of fearless hoofed puppers here. Straight savages. Elevated for extra terror. Front one has killed before 6/10s https://t.co/jkCb25OWfh
This is Tino. He really likes corndogs. 9/10 https://t.co/cUxGtnBfc2
&#34;Yo Boomer I&#39;m taking a selfie, grab your stick&#34;
&#34;Ok make sure to get this rad hole I just dug in there&#34;

Both 10/10 https://t.co/e0gbl9VFpA
This is Kulet. She&#39;s very proud of the flower she picked. Loves it dearly. 10/10 now I want a flower https://t.co/myUUwqJIs7
This is Sweets the English Bulldog. Waves back to other bikers. 12/10 just a fantastic friendly pupper https://t.co/WYiFzuX7D4
Heartwarming scene of two pups that want nothing more than to be together. Touching af. Great tongue. Both 11/10 https://t.co/k32mSlRx0j
Say hello to Lupe. This is how she sleeps. 10/10 impressive really https://t.co/Fz6iZWlk8C
Meet Sadie. She fell asleep on the beach and her friends buried her. 10/10 can&#39;t trust fellow puppers these days https://t.co/LoKVvc1xAW
Say hello to Tiger. He&#39;s a penbroke (little dog pun for ya, no need to applaud I know it was good) 10/10 good dog https://t.co/Yei0HzS3JN
This is Jiminy. He&#39;s not the brightest dog. Needs to lay off the kibble. 5/10 still petable https://t.co/omln4LOy1x
Here we see a faulty pupper. Might need to replace batteries. Try turning off &amp;amp; back on again. 9/10 would still pet https://t.co/O1E4AtHVxO
Breathtaking pupper here. Should be on the cover of Dogue. Top-notch tongue. Appears considerably fluffy. 12/10 https://t.co/Eeh3yfdglS
This is Buddy. He&#39;s gaining strength. Currently an F4 tornado with wind speeds up to 260mph. Very devastating. 9/10 https://t.co/qipZbshNsR
Meet Sebastian. He&#39;s a womanizer. Romantic af. Always covered in flower petals. Also a poet. 11/10 dreamy as hell https://t.co/eoL1bCpWCg
HEY PUP WHAT&#39;S THE PART OF THE HUMAN BODY THAT CONNECTS THE FOOT AND THE LEG? 11/10 so smart https://t.co/XQ1tRUmO3z
This is Griffin. He&#39;s desperate for both a physical and emotion connection. 11/10 I&#39;d hug the hell out of Griffin https://t.co/ObWcOEekt0
Meet Banjo. He&#39;s a Peppercorn Shoop Da Whoop. Nails look lethal. Skeptical of luminescent orb 11/10 stay woke pupper https://t.co/H7NZFumpKq
&#34;Hello forest pupper I am house pupper welcome to my abode&#34; (8/10 for both) https://t.co/qFD8217fUT
I just want to be friends with this dog. Appears to be into the sports. A true brobean. 10/10 would introduce to mom https://t.co/1Z7Q6svWpe
Say hello to Jack (pronounced &#34;Kevin&#34;). He&#39;s a Virgo Episcopalian. Can summon rainbows. 11/10 magical as hell https://t.co/YHXrdUTHd6
&#34;Have a seat, son. There are some things we need to discuss&#34; 10/10 https://t.co/g4G5tvfTVd
Meet Brandy. She&#39;s a member of the Bloods. Menacing criminal pupper. Soft spot for flowers tho. 9/10 pet w caution https://t.co/hhIA3coiAJ
This is Larry. He thought the New Year&#39;s parties were tonight. 10/10 poor pupper. Maybe next year https://t.co/h3X0jK8MVM
aahhhhkslaldhwnxmzbbs 12/10 for being da smooshiest https://t.co/UOPdXmUz4H
Here we see a nifty leaping pupper. Feet look deadly. Sad that the holidays are over. 9/10 undeniably huggable https://t.co/ny8mnXhGOW
This is Lulu. She&#39;s contemplating all her unreached 2015 goals and daydreaming of a more efficient tomorrow. 10/10 https://t.co/h3ScYuz77J
This is Darrel. He just robbed a 7/11 and is in a high speed police chase. Was just spotted by the helicopter 10/10 https://t.co/7EsP8LmSp5
I&#39;m aware that I could&#39;ve said 20/16, but here at WeRateDogs we are very professional. An inconsistent rating scale is simply irresponsible
Happy New Year from your fav holiday squad! 🎉 12/10 for all

Here&#39;s to a pupper-filled year 🍻🐶🐶🐶 https://t.co/ZSdEj59FGf
Meet Taco. He&#39;s a speckled Garnier Fructis. Loves to shadow box. Ears out of control. Friend clearly impressed 9/10 https://t.co/85X1GHohFr
NAAAAAAA ZAPENYAAAAA MABADI-CHIBAWAAA 12/10 https://t.co/Ny4iM6FDtz
Meet Joey and Izzy. Joey only has one ear that works and Izzy wants 2015 to be over already. Both great pups. 11/10s https://t.co/WgQTIQ93BB
I have no words. Just a magnificent pup. 12/10 https://t.co/viwWHZgX8j
I know we joke around on here, but this is getting really frustrating. We rate dogs. Not T-Rex. Thank you... 8/10 https://t.co/5aFw7SWyxU
This is Patrick. He&#39;s a bigass pupper. 7/10 https://t.co/J9DXBFoAQe
This is Kreg. He&#39;s riding an invisible jet ski. 11/10 that&#39;s downright legendary https://t.co/BA5AV5dx6Y
Meet Brody. He&#39;s a Downton Abbey Falsetto. Addicted to grating cheese. He says he can stop but we know he can&#39;t
9/10 https://t.co/vBeiQq6SaZ
This is Todo. He&#39;s screaming because he doesn&#39;t want to wear his sweater or a seat belt. 9/10 gotta buckle up pup https://t.co/Nm8Spw4HbD
Meet Jax. He&#39;s an Iglesias Hufflepoof. Quite the jokester. Takes it too far sometimes. Can be very hurtful. 9/10 https://t.co/i5TeG0KYcW
This is Samson. He patrols his waters on the back of his massive shielded battle dog. 11/10 https://t.co/f8dVgDYDFf
I&#39;m not sure what this dog is doing but it&#39;s pretty inspirational. 12/10 https://t.co/4Kn9GEHXiE
This is Tess. Her main passions are shelves and baking too many cookies. 11/10 https://t.co/IriJlVZ6m4
We normally don&#39;t rate bears but this one seems nice. Her name is Thea. Appears rather fluffy. 10/10 good bear https://t.co/fZc7MixeeT
This is Ulysses. He likes holding hands and his eyes are magic. 11/10 https://t.co/gPmJHmtgak
Unique dog here. Wrinkly as hell. Weird segmented neck. Finger on fire. Doesn&#39;t seem to notice. 5/10 might still pet https://t.co/Hy9La4xNX3
This is Jimothy. He&#39;s a Trinidad Poliwhirl. Father was a velociraptor. Exceptionally unamused. 12/10 would adopt https://t.co/VwdIk0OwVx
Say hello to Charlie. He&#39;s scholarly af. Quite intimidating with all his pupper knowledge 10/10 even built that fire https://t.co/9KThv6z8u5
This is Bo. He&#39;s a Benedoop Cumbersnatch. Seems frustrated with own feet. Portable as hell. 11/10 very solid pupper https://t.co/TONMhRoQh7
Can you spot Toby the guilty pupper? 7/10 would be higher but he made quite the mess shredding his stuffed pals https://t.co/3uCcDEJLXs
This is Toffee. He&#39;s a happy pupper. Appears dangerously fluffy. Extraordinarily spherical. 12/10 would pet firmly https://t.co/oEXEKt3MHu
*collapses* 12/10 https://t.co/C7M8mnzHIK
This is Apollo. He thought you weren&#39;t coming back so he had a mental breakdown. 8/10 we&#39;ve all been there https://t.co/ojUBrDCHLT
This is Carly. She&#39;s actually 2 dogs fused together. Very innovative. Probably has superpowers. 12/10 for double dog https://t.co/GQn2IopLud
I&#39;ve been told there&#39;s a slight possibility he&#39;s checking his mirror. We&#39;ll bump to 9.5/10. Still a menace
This is Asher. He&#39;s not wearing a seatbelt or keeping both paws on the wheel. Absolute menace on the roadways. 9/10 https://t.co/V3SWuHACkh
This is Glacier. He&#39;s a very happy pup. Loves to sing in the sunlight. 11/10 https://t.co/jTBPqKgkz7
This is Chuck. He&#39;s a neat dog. Very flexible. Trapped in a glass case of emotion. Devastatingly unfluffy 3/10 https://t.co/YqbU9xHV3p
This is actually a lion. We only rate dogs. For the last time please only send dogs. Thank u.
12/10 would still pet https://t.co/Pp26dMQxap
Meet Sarge. His parents signed him up for dancing lessons but his true passion is roller coasters 11/10 very petable https://t.co/KvVoBIgkje
Say hello to Panda. He&#39;s a Quackadilly Shooster. Not amused by your fake ball throwing motion. 9/10 would hug lots https://t.co/wL1iDvbcVk
This is Champ. He&#39;s being sacrificed to the Aztec sun god Huitzilopochtli. So sad. 10/10 Champ doesn&#39;t deserve this https://t.co/VGsziXImoy
I just love this pic. 11/10 this pupper is going places https://t.co/P16uhh1PbI
This is Aspen. He&#39;s astronomically fluffy. I wouldn&#39;t stop petting this dog if the world was ending around me 11/10 https://t.co/oBlgL9nxpx
I thought I made this very clear. We only rate dogs. Stop sending other things like this shark. Thank you... 9/10 https://t.co/CXSJZ4Stk3
This is Ozzie. He was doing fine until he lost traction in those festive socks. Now he&#39;s tired. 9/10 still killin it https://t.co/u4FYdIRKnY
This is Alice. She&#39;s an idiot. 4/10 https://t.co/VQXdwJfkyS
Say hello to Sadie. She&#39;s a Tortellini Sidewinder. Very jubilant pup. Seems loyal. Leaves on point. 10/10 petable af https://t.co/g2bTu4ayPl
Meet Griswold. He&#39;s dapper as hell. Already pumped for next Christmas. 11/10 https://t.co/5NrpNDyFzN
This is Cheesy. It&#39;s her birthday. She&#39;s patiently waiting to eat her party muffin. 9/10 happy birthday pup https://t.co/cH2H7mch2H
This is Ellie. She&#39;s secretly ferocious. 12/10 very deadly pupper https://t.co/BF4BW8LUgb
This guy&#39;s dog broke. So sad. 9/10 would still pet https://t.co/BYiXJDEzv7
Great picture here. Dog on the right panicked &amp;amp; forgot about his tongue. Middle green dog must&#39;ve fainted. All 10/10 https://t.co/31npKUAox0
Say hello to Moofasa. He must be a powerful dog. Fenced in for your protection. Just got his ear pierced. 6/10 https://t.co/w6fRfQ3RXD
This is Brody. That is his chair. He loves his chair. Never leaves it. 9/10 might be stuck actually https://t.co/WvJRg0XJit
This is Penny. Her tennis ball slowly rolled down her cone and into the pool. 8/10 bad things happen to good puppers https://t.co/YNWU7LeFgg
Meet Percy. He&#39;s a Latvian Yuletide Heineken. Refuses to take off sweater. Kinda feisty. 12/10 would keep in pocket https://t.co/QGM5Fcuv7s
Here we have uncovered an entire battalion of holiday puppers. Average of 11.26/10 https://t.co/eNm2S6p9BD
This is Hector. He thinks he&#39;s a hammer. Silly Hector. You&#39;re a pupper, not a hammer. 10/10 https://t.co/OdUFuZIXiI
Merry Christmas. My gift to you is this tiny unicorn running into a wall in slow motion. 11/10 https://t.co/UKqIAnR3He
This is CeCe. She&#39;s patiently waiting for Santa. 10/10 https://t.co/ZJUypFFwvg
I hope everyone enjoys this picture as much as I do. This is Toby. 12/10 https://t.co/vHnu1g9EJm
Here&#39;s a sleepy Christmas pupper 11/10 https://t.co/KXg0f8GNQ9
This pupper is patiently waiting to scare the shit out of Santa. 10/10 https://t.co/NhXo67K6yt
Meet Goliath. He&#39;s an example of irony. Head is phenomenally round. Wants to be an ornament. 12/10 would hug gently https://t.co/72Dil0Aktw
Say hello to Kawhi. He was doing fine until his hat fell off. He got it back though. 10/10 deep breaths pupper https://t.co/N5pM6WBx7e
This is Reggie. His Santa hat is a little big. 10/10 he&#39;s still having fun https://t.co/w0dcGXq7qK
This is Ozzy. He woke up 2 minutes before he had to be ready for the Christmas party. 9/10 classic Ozzy https://t.co/Kt9vmw0Fap
This pupper is not coming inside until she catches a snowflake on her tongue. 11/10 the determination is palpable https://t.co/lvMYbmKq8H
This is by far the most coordinated series of pictures I was sent. Downright impressive in every way. 12/10 for all https://t.co/etzLo3sdZE
Say hello to Emmie. She&#39;s trapped in an ornament. Tragic af. Looks pretty content tho. Maybe it&#39;s meant to be. 9/10 https://t.co/Fh7geodBCU
Meet Sammy. At first I was like &#34;that&#39;s a snowflake. we only rate dogs,&#34; but he would&#39;ve melted by now, so 10/10 https://t.co/MQfPK4zwuh
Meet Penelope. She&#39;s a bacon frise. Total babe (lol get it like the movie). Doesn&#39;t bark tho. 5/10 very average dog https://t.co/SDcQYg0HSZ
This is Rocco. He&#39;s in a very intense game of freeze tag. Currently waiting to be unfrozen 10/10 https://t.co/xZXUKVXJ7l
&#34;Dammit hooman I&#39;m jus trynna lik the fler&#34; 11/10 https://t.co/eRZRI8OTj7
This is Bruce. He&#39;s a rare pup. Covered in Frosted Flakes. Nifty gold teeth. Overall good dog. 7/10 would pet firmly https://t.co/RtxxACzZ8A
This is Willie. He&#39;s floating away and needs your assistance. Please someone help Willie. 10/10 https://t.co/MJqygWqt8X
Everybody look at this beautiful pupper 13/10 https://t.co/hyAC5Hq9GC
This is Rinna. She&#39;s melting. 10/10 get inside pupper https://t.co/PA0czwucsb
This pup&#39;s name is Sabertooth (parents must be cool). Ears for days. Jumps unannounced. 9/10 would pet diligently https://t.co/iazoiNUviP
This is Hunter. He was playing with his ball minding his own business. Has no idea what happened to the carpet. 8/10 https://t.co/DbUTDI3u1R
This is Mike. He is a Jordanian Frito Pilates. Frowning because he can&#39;t see directly in front of him. 8/10 https://t.co/NL5QJwdEpF
Guys this really needs to stop. We&#39;ve been over this way too many times. This is a giraffe. We only rate dogs.. 7/10 https://t.co/yavgkHYPOC
This little pupper just arrived. 11/10 would snug https://t.co/DA5aqnSGfB
Say hello to William. He makes fun of others because he&#39;s terrified of his own deep-seated insecurities. 7/10 https://t.co/bwuV6FlRxr
This is Dwight. He&#39;s a pointy pupper. Very docile. Attracts marshmallows. Hurts to pet but definitely worth it 8/10 https://t.co/jjW7zTxY9Z
This is Evy. She doesn&#39;t want to be a Koala. 9/10 https://t.co/VITeF0Kl9L
Meet Hurley. He&#39;s the curly one. He hugs every other dog he sees during his walk. 11/10 for spreading the love https://t.co/M6vqkt2GKV
Crazy unseen footage from Jurassic Park. 10/10 for both dinosaur puppers https://t.co/L8wt2IpwxO
This is Rubio. He has too much skin. 11/10 https://t.co/NLOHmlENag
I know everyone&#39;s excited for Christmas but that doesn&#39;t mean you can send in reindeer. We only rate dogs... 8/10 https://t.co/eWjWgbOCYL
This is Louis. He&#39;s a river dancer. His friends think it&#39;s badass. All are very supportive. 10/10 for Louis https://t.co/qoIvjKMY58
This is officially the greatest yawn of all time. 12/10 https://t.co/4R0Cc0sLVE
This is Chompsky. He lives up to his name. 11/10 https://t.co/Xl37lQEWd0
This dog doesn&#39;t know how to stairs. Quite tragic really. 9/10 get it together pup https://t.co/kTpr9PTMg1
This is Rascal. He&#39;s paddling an imaginary canoe. 11/10 https://t.co/Ajquq6oGSg
If your Monday isn&#39;t going so well just take a look at this. Both 12/10 https://t.co/GJT6SILPGU
Meet Lola. She&#39;s a Metamorphic Chartreuse. Plays with her food. Insubordinate and churlish. Exquisite hardwood 11/10 https://t.co/etpBNXwN7f
Here&#39;s a pupper with some mean tan lines. Snazzy sweater though 12/10 https://t.co/DpCSVsl6vu
This is Linda. She fucking hates trees. 7/10 https://t.co/blaY85FIxR
This is Tug. He&#39;s not required to wear the cone he just wants his voice to project more clearly. 11/10 https://t.co/Sp739Ou2qx
This is Mia. She makes awful decisions. 8/10 https://t.co/G6TQVgTcZz
Meet Wilson. He got caught humping the futon. He&#39;s like &#34;dude, help me out here&#34; 10/10 I&#39;d help Wilson out https://t.co/m6XoclB0qv
This is Dash. He didn&#39;t think the water would be that cold. Damn it Dash it&#39;s December. Think a little. 10/10 https://t.co/NqcOwG8pxW
Meet Tango. He&#39;s a large dog. Doesn&#39;t care much for personal space. Owner isn&#39;t very accepting. Tongue slip. 6/10 https://t.co/p2T5kGebxe
Here we are witnessing a wild field pupper. Lost his wallet in there. Rather unfortunate. 10/10 good luck pup https://t.co/sZy9Co74Bw
Exotic pup here. Tail long af. Throat looks swollen. Might breathe fire. Exceptionally unfluffy 2/10 would still pet https://t.co/a8SqCaSo2r
Meet Grizz. He just arrived. Couldn&#39;t wait until Christmas. Worried bc he saw the swastikas on the carpet. 10/10 https://t.co/QBGwYrT7rv
Touching scene here. Really stirs up the emotions. The bond between father &amp;amp; son. So beautiful. 10/10 for both pups https://t.co/AJWJHov5gx
This is Crystal. She&#39;s a shitty fireman. No sense of urgency. People could be dying Crystal. 2/10 just irresponsible https://t.co/rtMtjSl9pz
Say hello to Jerome. He can shoot french fries out of his mouth at insane speeds. Deadly af. 10/10 https://t.co/dIy88HwrX8
This made my day. 12/10 please enjoy https://t.co/VRTbo3aAcm
These little fellas have opposite facial expressions. Both 12/10 https://t.co/LmThv0GWen
This is Bella. She just learned that her final grade in chem was a 92.49 
poor pupper 11/10 https://t.co/auOoKuoveM
This is Crumpet. He underestimated the snow. Quickly retreating. 10/10 https://t.co/a0Zx5LDFZa
This pupper likes tape. 12/10 https://t.co/cSp6w5GWgm
This is Rosie. She has a snazzy bow tie and a fin for a tail. Probably super fast underwater. Cool socks 10/10 https://t.co/GO76MdGBs0
Another spooky pupper here. Most definitely floating. No legs. Probably knows some dark magic. 10/10 very spooked https://t.co/JK8MByRzgj
This is Jessifer. She is a Bismoth Teriyaki. Flowers being attacked by hurricanes on bandana (rad). 9/10 stellar pup https://t.co/nZhmRwZzWv
After getting lost in Reese&#39;s eyes for several minutes we&#39;re going to upgrade him to a 13/10
This is Reese. He likes holding hands. 12/10 https://t.co/cbLroGCbmh
This is Izzy. She&#39;s showing off the dance moves she&#39;s been working on. 11/10 I guess hard work pays off https://t.co/4JS92YAxTi
&#34;Everything looks pretty good in there. Make sure to brush your gums. Been flossing? How&#39;s school going?&#34; Both 10/10 https://t.co/lWL2IMJqLR
Guys this was terrifying. Really spooked me up. We don&#39;t rate ghosts. We rate dogs. Please only send dogs... 9/10 https://t.co/EJImi1udYb
IT&#39;S PUPPERGEDDON. Total of 144/120 ...I think https://t.co/ZanVtAtvIq
This is Ralph. He&#39;s an interpretive dancer. 10/10 https://t.co/zoDdPyPFsa
This is Sadie. She got her holidays confused. 9/10 damn it Sadie https://t.co/fm7HxOsuPK
This was Cindy&#39;s face when she heard Susan forgot the snacks for after the kid&#39;s soccer game. 11/10 https://t.co/gzkuVGRgAD
Endangered triangular pup here. Could be a wizard. Caught mid-laugh. No legs. Just fluff. Probably a wizard. 9/10 https://t.co/GFVIHIod0Z
In honor of the new Star Wars movie. Here&#39;s Yoda pug. 12/10 pet really well, would I https://t.co/pvjdRn00XH
This is a dog swinging. I really enjoyed it so I hope you all do as well. 11/10 https://t.co/Ozo9KHTRND
This is Sandy. He&#39;s sexually confused. Thinks he&#39;s a pigeon. Also an All-American cheese catcher. 10/10 so petable https://t.co/Htu8plSqEu
Contortionist pup here. Inside pentagram. Clearly worships Satan. Known to slowly push fragile stuff off tables 6/10 https://t.co/EX9oR55VMe
Reckless pupper here. Not even looking at road. Absolute menace. No regard for fellow pupper lives. 10/10 still cute https://t.co/96IBkOYB7j
Not much to say here. I just think everyone needs to see this. 12/10 https://t.co/AGag0hFHpe
Say hello to Axel. He&#39;s a Black Chevy Pinot on wheels. 0 to 60 in 5.7 seconds (if downhill). 9/10 I call shotgun https://t.co/DKe9DBnnHE
Downright inspiring 12/10 https://t.co/vSLtYBWHcQ
This dog gave up mid jump. 9/10 https://t.co/KmMv3Y2zI8
Meet Humphrey. He&#39;s a Northern Polyp Viagra. One ear works. Face stuck like that. Always surprised. 9/10 petable af https://t.co/FS7eJQM2F4
This is Derek. All the dogs adore Derek. He&#39;s a great guy. 10/10 really solid pup https://t.co/KgcsGNb61s
Meet Tassy &amp;amp; Bee. Tassy is pretty chill, but Bee is convinced the Ruffles are haunted. 10/10 &amp;amp; 11/10 respectively https://t.co/fgORpmTN9C
This is Juckson. He&#39;s totally on his way to a nascar race. 5/10 for Juckson https://t.co/IoLRvF0Kak
This is the happiest pupper I&#39;ve ever seen. 10/10 would trade lives with https://t.co/ep8ATEJwRb
Say hello to Chuq. He just wants to fit in. 11/10 https://t.co/hGkMCjZzn4
Here we see a Byzantine Rigatoni. Very aerodynamic. No eyes. Actually not windy here they just look like that. 9/10 https://t.co/gzI0m6wXRo
This is Cooper. He doesn&#39;t know how cheese works. Likes the way it feels on his face. Cheeky tongue slip. 11/10 https://t.co/j1zczS0lI5
10/10 I&#39;d follow this dog into battle no questions asked https://t.co/ngTNXYQF0L
This is Tyrus. He&#39;s a Speckled Centennial Ticonderoga. Terrified of floating red ball. Nifty bandana. 8/10 v petable https://t.co/HqM3YhCaaa
This is Karl. Karl thinks he&#39;s slick. 6/10 sneaky pup https://t.co/Lo4ALwjVh4
This pups goal was to get all four feet as close to each other as possible. Valiant effort 12/10 https://t.co/2mXALbgBTV
Who leaves the last cupcake just sitting there? 9/10 https://t.co/PWMqAoEx2a
Here we see a rare pouched pupper. Ample storage space. Looks alert. Jumps at random. Kicked open that door. 8/10 https://t.co/mqvaxleHRz
Super speedy pupper. Does not go gentle into that goodnight. 10/10 https://t.co/uPXBXS1XNb
Exotic handheld dog here. Appears unathletic. Feet look deadly. Can be thrown a great distance. 5/10 might pet idk https://t.co/Avq4awulqk
Meet Ash. He&#39;s just a head now. Lost his body during the Third Crusade. Still in good spirits. 10/10 would pet well https://t.co/NJj2uP0atK
Finally some constructive political change in this country. 11/10 https://t.co/mvQaETHVSb
Watch out Airbud. This pupper is also good at the sports. 12/10 I&#39;m thinking D1 https://t.co/1HrFdo7M0C
Say hello to Penny &amp;amp; Gizmo. They are practicing their caroling. The ambition in the room is tangible. 9/10 for both https://t.co/aqBHjjh5VD
When someone yells &#34;cops!&#34; at a party and you gotta get your drunk friend out of there. 10/10 https://t.co/4rMZi5Ca1k
I promise this wasn&#39;t meant to be a cuteness overload account but ermergerd look at this cozy pupper. 13/10 https://t.co/mpQl2rJjDh
This is the saddest/sweetest/best picture I&#39;ve been sent. 12/10 😢🐶 https://t.co/vQ2Lw1BLBF
*screeches for a sec and then faints* 12/10 https://t.co/N5QL4ySBEx
This is Godzilla pupper. He had a ruff childhood &amp;amp; now deflects that pain outward by terrorizing cities. Tragic 9/10 https://t.co/g1tLGkyaxr
This pupper loves leaves. 11/10 for committed leaf lover https://t.co/APvLqbEhkF
After some outrage from the crowd. Bubbles is being upgraded to a 7/10. That&#39;s as high as I&#39;m going. Thank you
This is Bubbles. He kinda resembles a fish. Always makes eye contact with u no matter what. Sneaky tongue slip. 5/10 https://t.co/Nrhvc5tLFT
Meet Vinnie. He&#39;s having fun while being safe. Well not a lot of fun, but definitely safe, and that&#39;s important 8/10 https://t.co/vZYtynZZlH
This pupper is very passionate about Christmas. Wanted to give the tree a hug. So cute. 8/10 https://t.co/NsGyECJuq7
ITSOFLUFFAYYYYY 12/10 https://t.co/bfw13CnuuZ
Say hello to Griffin. He&#39;s upset because his costume for Halloween didn&#39;t arrive until today. 9/10 cheer up pup https://t.co/eoBCjSFajX
Three generations of pupper. 11/10 for all https://t.co/tAmQYvzrau
Hope your Monday isn&#39;t too awful. Here&#39;s two baseball puppers. 11/10 for each https://t.co/dB0H9hdZai
Meet Duke. He&#39;s an Urban Parmesan. They know he&#39;s scared of the green rubber dog. &#34;Why u do dis?&#34; thinks Duke. 10/10 https://t.co/3bim9U5Idr
All this pupper wanted to do was go skiing. No one told him about the El Niño. Poor pupper. 10/10 maybe next year https://t.co/fTgbq1UBR9
Say hello to Winston. He has no respect for the system. Much rebellion. I think that&#39;s a palm tree... nice. 8/10 https://t.co/dOLQddhXLZ
This is Kenneth. He&#39;s stuck in a bubble. 10/10 hang in there Kenneth https://t.co/uQt37xlYMJ
This is Herm. He just wants to be like the other dogs. Sneaky tongue slip. Super fuzzy. 9/10 would cuddle firmly https://t.co/tg8h9lzCHv
These two pups just met and have instantly bonded. Spectacular scene. Mesmerizing af. 10/10 and 7/10 for blue dog https://t.co/gwryaJO4tC
This is Bert. He likes flowers. 10/10 https://t.co/lmQRrNxaQu
Here we are witnessing a very excited dog. Clearly has no control over neck movements. 8/10 would still pet https://t.co/ICNIjSkrXs
Meet Striker. He&#39;s ready for Christmas. 11/10 https://t.co/B3xxSLjQSH
Extremely rare pup here. Very religious. Always praying. Too many legs. Not overwhelmingly fluffy. Won&#39;t bark. 3/10 https://t.co/REyE5YKVBb
&#34;Yes hello I&#39;ma just snag this here toasted bagel real quick. carry on.&#34; 9/10 https://t.co/Cuz0Osnekp
I&#39;m sure you&#39;ve all seen this pupper. Not prepared at all for the flying disc of terror. 10/10 https://t.co/G0pQiFGM7O
This is Donny. He&#39;s summoning the demon monster Babadook. 6/10 Donny please no that won&#39;t be a good time for anyone https://t.co/kiW6Knb7Gp
Breathtaking scene. A father taking care of his newborn pup. Tugs at the heartstrings. 10/10 restores my faith https://t.co/06oZdehGEa
Ok, I&#39;ll admit this is a pretty adorable bunny hopping towards the ocean but please only send in dogs... 11/10 https://t.co/sfsVCGIipI
&amp;amp; this is Yoshi. Another world record contender 11/10 (what the hell is happening why are there so many contenders?) https://t.co/QG708dDNH6
Here we have an entire platoon of puppers. Total score: 88/80 would pet all at once https://t.co/y93p6FLvVw
This dog is being demoted to a 9/10 for not wearing a helmet while riding. Gotta stay safe out there. Thank you
This is Pepper. She&#39;s not fully comfortable riding her imaginary bike yet. 10/10 don&#39;t worry pupper, it gets easier https://t.co/40dj4eTsXG
🎶 HELLO FROM THE OTHER SIIIIIIIIDE 🎶 10/10s https://t.co/GK2HJtkdQk
Here&#39;s a handful of sleepy puppers. All look unaware of their surroundings. Lousy guard dogs. Still cute tho 11/10s https://t.co/lyXX3v5j4s
This is Bernie. He just touched a boob for the first time. 10/10 https://t.co/whQKMygnK6
Say hello to Buddah. He was Waldo for Halloween. 11/10 https://t.co/DVAqAnb624
Here&#39;s a pupper licking in slow motion. 12/10 please enjoy https://t.co/AUJi8ujxw9
This is Lenny. He was just told that he couldn&#39;t explore the fish tank. 12/10 smh all that work for nothing https://t.co/JWi6YrpiO1
We&#39;ve got ourselves a battle here. Watch out Reggie. 11/10 https://t.co/ALJvbtcwf0
This is a Sizzlin Menorah spaniel from Brooklyn named Wylie. Lovable eyes. Chiller as hell. 10/10 and I&#39;m out.. poof https://t.co/7E0AiJXPmI
Seriously guys?! Only send in dogs. I only rate dogs. This is a baby black bear... 11/10 https://t.co/H7kpabTfLj
This is Ellie AKA Queen Slayer of the Orbs. Very self-motivated. Great yard. Rad foliage. 10/10 would pet diligently https://t.co/c9jmg3Xtzn
Meet Sammy. He&#39;s a Motorola Firefox. Hat under hoodie (must be a half-decent up and coming white rapper) 10/10 https://t.co/rO2zxf0OQ0
12/10 stay woke https://t.co/XDiQw4Akiw
I shall call him squishy and he shall be mine, and he shall be my squishy. 13/10 https://t.co/WId5lxNdPH
Meet Reggie. He&#39;s going for the world record. Must concentrate. Focus up pup. 11/10 we all believe in you Reggie https://t.co/h3AWz4AzuC
RT until we find this dog. Clearly a cool dog (front leg relaxed out window). Looks to be a superb driver. 10/10 https://t.co/MnTrKaQ8Wn
Rare shielded battle dog here. Very happy about abundance of lettuce. Painfully slow fetcher. Still petable. 5/10 https://t.co/C3tlKVq7eO
Happy Friday. Here&#39;s some golden puppers. 12/10 for all https://t.co/wNkqAED6lG
The tail alone is 13/10. Great dog, better owner https://t.co/IyAXinfyju
This is Daisy. She loves that shoe. Still no seat belt. Super churlish. 12/10 the dogs are killing it today https://t.co/cZlkvgRPdn
Everyone needs to watch this. 13/10 https://t.co/Bb3xnpsWBC
Yea I lied. Here&#39;s more. All 13/10 https://t.co/ZQZf2U4xCP
Good morning here&#39;s a grass pupper. 12/10 https://t.co/2d68FmWGGs
This is Arnold. He broke his leg saving a handicapped child from a forest fire. True hero. 10/10 inspirational dog https://t.co/bijCeHeX4C
What kind of person sends in a picture without a dog in it? 1/10 just because that&#39;s a nice table https://t.co/RDXCfk8hK0
holy shit 12/10 https://t.co/p6O8X93bTQ
When you&#39;re presenting a group project and the 4th guy tells the teacher that he did all the work. 10/10 https://t.co/f50mbB4UWS
This is Coops. He&#39;s yelling at the carpet. Not very productive Coops. 7/10 https://t.co/Uz52oYnHzF
What an honor. 3 dogs here. Blond one is clearly a gymnast. Other two just confused. Very nifty pups. 9/10 for all https://t.co/YDgstgIDGs
This is Steven. He got locked outside. Damn it Steven. 5/10 nice grill tho https://t.co/zf7Sxxjfp3
Meet Zuzu. He just graduated college. Astute pupper. Needs 2 leashes to contain him. Wasn&#39;t ready for the pic. 10/10 https://t.co/2H5SKmk0k7
Say hello to Oliver. He thought what was inside the pillow should be outside the pillow. Blurry since birth. 8/10 https://t.co/lFU9W31Fg9
C&#39;mon guys. We&#39;ve been over this. We only rate dogs. This is a cow. Please only submit dogs. Thank you...... 9/10 https://t.co/WjcELNEqN2
This is a fluffy albino Bacardi Columbia mix. Excellent at the tweets. 11/10 would hug gently https://t.co/diboDRUuEI
Meet Moe. He&#39;s a golden Fetty Woof. Doesn&#39;t respect the authorities. Might own a motorhome? 10/10 revolutionary pup https://t.co/JAncIdNp8G
Say hello to Mollie. This pic was taken after she bet all her toys on Ronda Rousey. 10/10 hang in there pupper https://t.co/QMmAqA9VqO
Meet Laela. She&#39;s adorable. Magnificent eyes. But I don&#39;t see a seat belt. Insubordinate.. and churlish. Still 12/10 https://t.co/pCGDgLkLo6
Ok last one of these. I may try to make some myself. Anyway here ya go. 13/10 https://t.co/i9CDd1oEu8
When your entire life is crumbling before you and you&#39;re trying really hard to hold your shit together.
10/10 https://t.co/vqFkgYPCW8
This is Tedders. He broke his leg saving babies from the Pompeii eruption. 11/10 where&#39;s his Purple Heart? @POTUS https://t.co/cMI2AcLm4B
I have found another. 13/10 https://t.co/HwroPYv8pY
ER... MER... GERD 13/10 https://t.co/L1puJISV1a
Say hello to Maggie. She&#39;s a Western Septic Downy. Pretends to be Mexican. Great hardwood flooring. 9/10 https://t.co/P3ElQ2wsjb
Bedazzled pup here. Fashionable af. Super yellow. Looks hella fluffy. Webbed paws for efficient fetching. 8/10 https://t.co/ot8yMUGodj
This is Superpup. His head isn&#39;t proportional to his body. Has yet to serve any justice. 11/10 maybe one day pupper https://t.co/gxIFgg8ktm
This pup was carefully tossed to make it look like she&#39;s riding that horse. I have no words this is fabulous. 12/10 https://t.co/Bob33W4sfD
These two pups are masters of camouflage. Very dedicated to the craft. Both must&#39;ve spent decades practicing. 10/10s https://t.co/RBiQ8hPqwr
Just received another perfect photo of dogs and the sunset. 12/10 https://t.co/9YmNcxA2Cc
Everyone please just appreciate how perfect these two photos are. 12/10 for both https://t.co/rLf7asnHxO
This is Sophie. She just saw a spider. 10/10 don&#39;t just stand there Sophie https://t.co/VagYftZccT
Some clarification is required. The dog is singing Cher and that is more than worthy of an 11/10. Thank you
&#34;🎶 DO YOU BELIEVE IN LIFE AFTER LOVE 🎶&#34;
11/10 https://t.co/URNs5zFskc
Meet Rufio. He is unaware of the pink legless pupper wrapped around him. Might want to get that checked 10/10 &amp;amp; 4/10 https://t.co/KNfLnYPmYh
Meet Patrick. He&#39;s an exotic pup. Jumps great distances for a dog. Always gets injured when I toss him a ball. 3/10 https://t.co/Unz1uNrOzo
Meet Jeb &amp;amp; Bush. Jeb is somehow stuck in that fence and Bush won&#39;t stop whispering sweet nothings in his ear. 9/10s https://t.co/NRNExUy9Hm
This is Rodman. He&#39;s getting destroyed by the surfs. Valiant effort though. 10/10 better than most puppers probably https://t.co/S8wCLemrNb
Two gorgeous dogs here. Little waddling dog is a rebel. Refuses to look at camera. Must be a preteen. 5/10 &amp;amp; 8/10 https://t.co/YPfw7oahbD
When you see sophomores in high school driving. 11/10 https://t.co/m6aC8d1Kzp
This pupper is fed up with being tickled. 12/10 I&#39;m currently working on an elaborate heist to steal this dog https://t.co/F33n1hy3LL
Rare submerged pup here. Holds breath for a long time. Frowning because that spoon ignores him. 5/10 would still pet https://t.co/EJzzNHE8bE
The 13/10 also takes into account this impeccable yard. Louis is great but the future dad in me can&#39;t ignore that luscious green grass
This is Louis. He thinks he&#39;s flying. 13/10 this is a legendary pup https://t.co/6d9WziPXmx
This pupper just wants a belly rub. This pupper has nothing to do w the tree being sideways now. 10/10 good pupper https://t.co/AyJ7Ohk71f
Meet Bailey. She plays with her food. Very childish. Doesn&#39;t even need a battle helmet smh. Still cute though. 9/10 https://t.co/CLEOjxhTEx
This is Ava. She doesn&#39;t understand flowers. 12/10 would caress firmly https://t.co/BxTJAFSIgk
This is Jonah. He&#39;s a Stinted Fisher Price. Enjoys chewing on his miniature RipStik. 10/10 very upbeat fellow https://t.co/7qjXy1uUYY
This is Lenny. He wants to be a sprinkler. 10/10 you got this Lenny https://t.co/CZ0YaB40Hn
This is Gary. He&#39;s a hide and seek champion. Second only to Kony. 8/10 Gary has a gift https://t.co/cAlB4XCcsi
Meet Chesney. On the outside he stays calm &amp;amp; collected. On the inside he&#39;s having a complete mental breakdown. 10/10 https://t.co/G4m0TFY9uc
13/10
@ABC7
This is Lennon. He&#39;s in quite the predicament. 8/10 hang in there pupper https://t.co/7mf8XXPAZv
This is life-changing. 12/10 https://t.co/SroTpI6psB
This is Kenny. He just wants to be included in the happenings. 11/10 https://t.co/2S6oye3XqK
&#34;AT DAWN, WE RIDE&#34;
10/10 for both dogs https://t.co/3aXX6wH6it
This is Bob. He&#39;s a Juniper Fitzsimmons. His body is 2, but his face is 85. Always looks miserable. Nice stool. 8/10 https://t.co/vYe9RlVz2N
This is Henry. He&#39;s a shit dog. Short pointy ears. Leaves trail of pee. Not fluffy. Doesn&#39;t come when called. 2/10 https://t.co/Pu9RhfHDEQ
This is Gus. He&#39;s super stoked about being an elephant. Couldn&#39;t be happier. 9/10 for elephant pupper https://t.co/gJS1qU0jP7
Say hello to Bobbay. He&#39;s a marshmallow wizard. 10/10 https://t.co/r6LZN1o1Gx
This is a Sagitariot Baklava mix. Loves her new hat. 11/10 radiant pup https://t.co/Bko5kFJYUU
Say hello to Mitch. He thinks that&#39;s a hat. Nobody has told him yet. 11/10 please no one tell him https://t.co/7jOPktauh4
This is Earl. Earl is lost. Someone help Earl. He has no tags. Just trying to get home. 5/10 hang in there Earl https://t.co/1ZbfqAVDg6
This is Stanley. Yes he is aware of the spoon&#39;s presence, he just doesn&#39;t know what he should do about it. 10/10 https://t.co/gQAMg5ypW5
This is Lucy. She knits. Specializes in toboggans. 10/10 I&#39;d buy a toboggan from Lucy https://t.co/YE2XDHy4Yk
Herd of wild dogs here. Not sure what they&#39;re trying to do. No real goals in life. 3/10 find your purpose puppers https://t.co/t5ih0VrK02
Yea I can&#39;t handle the cuteness anymore. Curls for days. 12/10 for all https://t.co/sAI6gCGZYX
This is Kaiya. She&#39;s an aspiring shoe model. 12/10 follow your dreams pupper https://t.co/nX8FiGRHvk
Meet Daisy. She has no eyes &amp;amp; her face has been blurry since birth. Quite the trooper tho. Still havin a blast. 9/10 https://t.co/jcNdw43BIP
When you realize it doesn&#39;t matter how hard you study. You&#39;re still going to fail. 10/10 https://t.co/qzYXbyv0SJ
This is Acro. You briefly see her out of the corner of your eye. You look and she&#39;s not there. 10/10 mysterious pup https://t.co/fqiEsTduEs
Say hello to Aiden. His eyes are magical. Loves his little Guy Fieri friend. Sneaky tongue slip. 11/10 would caress https://t.co/Ac37LOe3xD
This pup is sad bc he didn&#39;t get to be the toy car. Also he has shitty money management skills. 10/10 still cute tho https://t.co/PiSXXZjDSJ
This is one esteemed pupper. Just graduated college. 10/10 what a champ https://t.co/nyReCVRiyd
This is Obie. He is on guard watching for evildoers from the comfort of his pumpkin. Very brave pupper. 11/10 https://t.co/cdwPTsGEAb
Guys I&#39;m getting real tired of this. We only rate dogs. Please don&#39;t send in other things like this Bulbasaur. 3/10 https://t.co/t5rQHl6W8M
When you&#39;re having a great time sleeping and your mom comes in and turns on the lights. 10/10 https://t.co/6qYd6BNSPd
The millennials have spoken and we&#39;ve decided to immediately demote to a 1/10. Thank you
This is a heavily opinionated dog. Loves walls. Nobody knows how the hair works. Always ready for a kiss. 4/10 https://t.co/dFiaKZ9cDl
🎶 HELLO FROM THE OTHER SIIIIIIIIDE 🎶 10/10 https://t.co/MTOOksRzvH
I know a lot of you are studying for finals. Good luck! Here&#39;s this. It should help somehow. 12/10 https://t.co/s2ktuPQd79
This is Riley. She&#39;s just an adorable football fan. 12/10 I&#39;d watch the sports with her https://t.co/kLV8zUCfc8
This is Raymond. He&#39;s absolutely terrified of floating tennis ball. 10/10 it&#39;ll be ok pupper https://t.co/QyH1CaY3SM
This is Dot. He found out you only pretended to throw the ball that one time. You don&#39;t fuck with Dot. 8/10 https://t.co/Ymg4fwKlZd
Large blue dog here. Cool shades. Flipping us off w both hands. Obviously a preteen. 3/10 for rude blue preteen pup https://t.co/mcPd5AFfhA
This is Pickles. She&#39;s a tiny pointy pupper. Average walker. Very skeptical of wet leaf. 8/10 https://t.co/lepRCaGcgw
When you&#39;re having a blast and remember tomorrow&#39;s Monday. 11/10 https://t.co/YPsJasNVGe
Meet Larry. He doesn&#39;t know how to shoe. 9/10 damn it Larry https://t.co/jMki5GOV3y
This is George. He&#39;s upset that the 4th of July isn&#39;t everyday. 11/10 https://t.co/wImU0jdx3E
This is Shnuggles. I would kill for Shnuggles. 13/10 https://t.co/GwvpQiQ7oQ
This is Kendall. 12/10 would cuddle the hell out of https://t.co/fJulMurnfj
This is Albert AKA King Banana Peel. He&#39;s a kind ruler of the kitchen. Very jubilant pupper. 10/10 overall great dog https://t.co/PN8hxgZ9We
This is a Lofted Aphrodisiac Terrier named Kip. Big fan of bed n breakfasts. Fits perfectly. 10/10 would pet firmly https://t.co/gKlLpNzIl3
This is Jeffri. He&#39;s a speckled ice pupper. Very lazy. Enjoys the occasional swim. Rather majestic really. 7/10 https://t.co/0iyItbtkr8
This is Sandy. She loves her spot by the tree. Contemplating her true purpose in the universe. Wears socks. 11/10 https://t.co/JpoEvgbDug
When you ask your professor about extra credit on the last day of class. 8/10 https://t.co/H6rqZyE4NP
Sun burnt dog here. Quite large. Wants to promote peace. Looks unemployed. Ears for days. 7/10 would pet profusely https://t.co/WlKiN3ll0w
This little pupper can&#39;t wait for Christmas. He&#39;s pretending to be a present. S&#39;cute. 11/10 twenty more days 🎁🎄🐶 https://t.co/m8r9rbcgX4
This is Steve. He was just relaxing in hot tub when he was intruded upon. 8/10 poor little pup https://t.co/EPq0MRAraJ
This is Koda. She&#39;s a boss. Helps shift gears. Can even drive herself. Still no seat belt (reckless af). 11/10 https://t.co/0zUxlrhZrQ
*lets out a tiny screech and then goes into complete cardiac arrest* 12/10 https://t.co/az5PLGzVNJ
This is Bella. She&#39;s a Genghis Flopped Canuck. Stuck in trash can. 9/10 not to happy about it https://t.co/RMv9EAv57u
This is Gerald. He&#39;s a fluffy lil yellow pup. Always looks like his favorite team just lost on a hail mary. 7/10 https://t.co/GpSkpN8kXS
IT&#39;S SO SMALL ERMERGERF 11/10 https://t.co/dNUbKOSiWW
This is Django. He&#39;s a skilled assassin pupper. 10/10 https://t.co/w0YTuiRd1a
This is Frankie. He&#39;s wearing blush. 11/10 really accents the cheek bones https://t.co/iJABMhVidf
Take a moment and appreciate how these two dogs fell asleep. Simply magnificent. 10/10 for both https://t.co/juX48bWpng
Meet Eve. She&#39;s a raging alcoholic 8/10 (would b 11/10 but pupper alcoholism is a tragic issue that I can&#39;t condone) https://t.co/U36HYQIijg
This is Mac. His dad&#39;s probably a lawyer. 11/10 https://t.co/mjC0QpXGum
Magical floating dog here. Very calm. Always hangs by the pond. Rather moist. Good listener. 6/10 personally I&#39;d pet https://t.co/1euKoOvy49
This is Dexter. He just got some big news. 10/10 https://t.co/CbvCUE6PFI
This is Fletcher. He&#39;s had a ruff night. No more Fireball for Fletcher. 8/10 it&#39;ll be over soon pupper https://t.co/tA4WpkI2cw
Say hello to Kenzie. She is a fluff ball. 12/10 you&#39;d need to taser me for me to let go of her https://t.co/dph1UHNJrg
This is Pumpkin. He can look in two different directions at once. Great with a screwdriver. 8/10 https://t.co/odpuqtz2Fq
This is Schnozz. He&#39;s had a blurred tail since birth. Hasn&#39;t let that stop him. 10/10 inspirational pupper https://t.co/a3zYMcvbXG
Very happy pup here. Always smiling. Loves his little leaf. Carries it everywhere with him. 9/10 https://t.co/81BCQAyvcs
Extraordinary dog here. Looks large. Just a head. No body. Rather intrusive. 5/10 would still pet https://t.co/ufHWUFA9Pu
This is Chuckles. He is one skeptical pupper. 10/10 stay woke Chuckles https://t.co/ZlcF0TIRW1
This is Chet. He&#39;s having a hard time. Really struggling. 7/10 hang in there pupper https://t.co/eb4ta0xtnd
This is Gustaf. He&#39;s a purebred Chevy Equinox. Loves to shred. Gnarly lil pup. Great with the babes. 11/10 https://t.co/7CbO2eMAgJ
This is Terry. He&#39;s a Toasty Western Sriracha. Doubles as a table. Great for parties. 10/10 would highly recommend https://t.co/1ui7a1ZLTT
This is Jimison. He&#39;s stuck in a pot. Damn it Jimison. 9/10 https://t.co/KpLyca3o3E
This is Cheryl AKA Queen Pupper of the Skies. Experienced fighter pilot. Much skill. True hero. 11/10 https://t.co/i4XJEWwdsp
Marvelous dog here. Rad ears. Not very soft. Large tumor on nose. Has a pet rock. Good w kids. 6/10 overall neat pup https://t.co/g5YkRqP0dg
This is Oscar. He&#39;s getting bombarded with the snacks. Not sure he&#39;s happy about it. 8/10 for Oscar https://t.co/dJHI7uC2y3
This is Ed. He&#39;s not mad, just disappointed. 10/10 https://t.co/BIljU0zhLN
This is Jerry. He&#39;s a Timbuk Slytherin. Eats his pizza from the side first. Crushed that cup with his bare paws 9/10 https://t.co/fvxHL6cRRs
This is Leonidas. He just got rekt by a snowball. 9/10 doggy down https://t.co/uNrmYDUa9M
This lil pupper is sad because we haven&#39;t found Kony yet. RT to spread awareness. 12/10 would pet firmly https://t.co/Cv7dRdcMvQ
This is Norman. Doesn&#39;t bark much. Very docile pup. Up to date on current events. Overall nifty pupper. 6/10 https://t.co/ntxsR98f3U
This is Caryl. Likes to get in the microwave. 9/10 damn it Caryl https://t.co/YAVwvNaois
This is a baby Rand Paul. Curls for days. 11/10 would cuddle the hell out of https://t.co/xHXNaPAYRe
Meet Scott. Just trying to catch his train to work. Doesn&#39;t need everybody staring. 9/10 ignore the haters pupper https://t.co/jyXbZ35MYz
This is Taz. He boxes leaves. 10/10 https://t.co/bWQ0iIcP0w
Lots of pups here. All are Judea Hazelnuts. Exceptionally portable. 8/10 for all https://t.co/Pa8EmpDCuI
Meet Darby. He&#39;s a Fiscal Tutankhamen Waxbeard. Really likes steak. 7/10 https://t.co/rSndxTL0Ap
When she says she&#39;ll be ready in a minute but you&#39;ve been waiting in the car for almost an hour. 10/10 https://t.co/EH0N3dFKUi
This is Jackie. She was all ready to go out, but her friends just cancelled on her. 10/10 hang in there Jackie https://t.co/rVfi6CCidK
This is light saber pup. Ready to fight off evil with light saber. 10/10 true hero https://t.co/LPPa3btIIt
Say hello to Jazz. She should be on the cover of Vogue. 12/10 gorgeous pupper https://t.co/mVCMemhXAP
This is Buddy. He&#39;s photogenic af. Loves to sexily exit pond. Very striped. Comes with shield. 8/10 would pet well https://t.co/mYhQvAdV4f
This is Franq and Pablo. They&#39;re working hard getting ready for Christmas. 12/10 for both. Amazing pups https://t.co/8lKFBOQ2J5
This is Pippin. He is terrified of his new little yellow giraffe. 11/10 https://t.co/ZICNl6tIr5
When you accidentally open up the front facing camera. 10/10 https://t.co/jDXxZARQIZ
This is Kreg. He has the eyes of a tyrannical dictator. Will not rest until household is his. 10/10 https://t.co/TUeuaOmunV
Mighty rare dogs here. Long smooth necks. Great knees. Travel in squads. 1 out of every 14 is massive. 8/10 for all https://t.co/PoMKKnKpRd
This is Rolf. He&#39;s having the time of his life. 11/10 good pupper https://t.co/OO6MqEbqG3
10/10 for dog. 7/10 for cat. 12/10 for human. Much skill. Would pet all https://t.co/uhx5gfpx5k
Meet Snickers. He&#39;s adorable. Also comes in t-shirt mode. 12/10 I would aggressively caress Snickers https://t.co/aCRKDaFmVr
This is Ridley. He doesn&#39;t know how to couch. 7/10 https://t.co/UHJE0UgMf7
Exotic underwater dog here. Very shy. Wont return tennis balls I toss him. Never been petted. 5/10 I bet he&#39;s soft https://t.co/WH7Nzc5IBA
This is Cal. He&#39;s a Swedish Geriatric Cheddar. Upset because the pope is laughing at his eyebrows. 9/10 https://t.co/EW4MsOrF5O
This is Opal. He&#39;s a Royal John Coctostan. Ready for transport. Basically indestructible. 9/10 good pupper https://t.co/yRBQF9OS7D
This is Bradley. That is his sandwich. He carries it everywhere. 10/10 https://t.co/AjBkGTyCeO
This is Bubba. He&#39;s a Titted Peebles Aorta. Evolutionary masterpiece. Comfortable with his body. 8/10 great pupper https://t.co/aNkkl5nH3W
This pup has a heart on its ass and that is downright legendary. 12/10 https://t.co/0OI927mmNJ
This is just impressive I have nothing else to say. 11/10 https://t.co/LquQZiZjJP
This is Tuco. That&#39;s the toast that killed his father. 9/10 https://t.co/ujnWy26RMe
This is Patch. He wants to be a Christmas tree. 11/10 https://t.co/WTJtf9O8Jg
Say hello to Gizmo. He&#39;s upset because he&#39;s not sure if he&#39;s really big or the shopping cart is really small. 7/10 https://t.co/XkMtCGhr4a
This is Lola. She fell asleep on a piece of pizza. 10/10 frighteningly relatable https://t.co/eqmkr2gmPH
This is Mojo. Apparently he&#39;s too cute for a seat belt. Hella careless. I&#39;d still pet him tho. 11/10 buckle up pup https://t.co/dzZYx2NByW
This is Batdog. He&#39;s sleeping now but when he wakes up he&#39;ll fight crime and such. Great tongue. 11/10 for Batdog https://t.co/Clg16EVy9O
This is Brad. He&#39;s a chubby lil pup. Doesn&#39;t really need the food he&#39;s trying to reach. 5/10 you&#39;ve had enough Brad https://t.co/vPXKSaNsbE
This is Mia. She was specifically told not get on top of the hutch or play in the fridge. 10/10 what a rebel https://t.co/3J7wkwW4FG
Meet Dylan. He can use a fork but clearly can&#39;t put on a sweatshirt correctly. Looks like a disgruntled teen. 10/10 https://t.co/FWJQ1zQLiI
Remarkable dog here. Walks on back legs really well. Looks extra soft. 8/10 would cuddle with https://t.co/gpWLdbposg
This is space pup. He&#39;s very confused. Tries to moonwalk at one point. Super spiffy uniform. 13/10 I love space pup https://t.co/SfPQ2KeLdq
When you try to recreate the scene from Lady &amp;amp; The Tramp but then remember you don&#39;t have a significant other. 10/10 https://t.co/TASnD8Q08S
Say hello to Mark. He&#39;s a good dog. Always ready to go for a walk. Excellent posture. 9/10 keep it up Mark https://t.co/m9NleZ1i80
Very fit horned dog here. Looks powerful. Not phased by wind. Great beard. Big enough to ride? 6/10 would cuddle https://t.co/wwwYO9C9kl
This is a Tuscaloosa Alcatraz named Jacob (Yacōb). Loves to sit in swing. Stellar tongue. 11/10 look at his feet https://t.co/2IslQ8ZSc7
This is Oscar. He&#39;s ready for Christmas. 11/10 https://t.co/TON0Irzgwr
I&#39;m just going to leave this one here as well. 13/10 https://t.co/DaD5SyajWt
This is the best thing I&#39;ve ever seen so spread it like wildfire &amp;amp; maybe we&#39;ll find the genius who created it. 13/10 https://t.co/q6RsuOVYwU
After 22 minutes of careful deliberation this dog is being demoted to a 1/10. The longer you look at him the more terrifying he becomes
This is Marley. She chews shoes then feels extremely guilty about it and refuses to look at them. 10/10 https://t.co/f99MV0htAV
Interesting dog here. Very large. Purple. Manifests rainbows. Perfect teeth. No ears. Surprisingly knowledgable 6/10 https://t.co/QVaEMsB9tS
This is JD (stands for &#34;just dog&#34;). He&#39;s like Airbud but with trading card games instead of sports. 10/10 much skill https://t.co/zzueJV9jCF
This is Baxter. He&#39;s very calm. Hasn&#39;t eaten in weeks tho. Not good at fetch. Never blinks. 8/10 would still pet https://t.co/fUuiyu2QTD
This is Reginald. He&#39;s pondering what life would be like without so much damn skin. 9/10 it&#39;ll be ok buddy https://t.co/1U5Ro5FA4c
Super rare dog here. Spiffy mohawk. Sharp mouth. Shits eggs. Cool chariot wheel in background. 6/10 v confident pup https://t.co/pcx8jm1J1K
Meet Jax. He&#39;s in the middle of a serious conversation and is trying unbelievably hard not to laugh. 10/10 https://t.co/HwiLcDPaCi
Meet Alejandro. He&#39;s an extremely seductive pup. 10/10 https://t.co/C7dPcCUNpF
This is Scruffers. He&#39;s being violated on multiple levels and is not happy about it. 9/10 hang in there Scruffers https://t.co/nLQoltwEZ7
Say hello to Hammond. He&#39;s just a wee lil pup. Jumps around a shit ton. 8/10 overall very good dog https://t.co/OgDF2ES3Q9
This is Charlie. He was just informed that dogs can&#39;t be Jedi. 11/10 https://t.co/mGW5c50mPA
This is Pip. He is a ship captain. Many years of experience sailing the treacherous open sea. 11/10 https://t.co/EY1uZJUGYJ
This is Julius. He&#39;s a cool dog. Carries seashell everywhere. Rad segmented legs. Currently attacking castle. 8/10 https://t.co/CwUK5AIgeD
This is Malcolm. He just saw a spider. 10/10 https://t.co/ympkwF65Dx
Meet Penelope. She is a white Macadamias Duodenum. Very excited about wall. Lives on Frosted Flakes. 11/10 good pup https://t.co/CqcRagJlyS
Striped dog here. Having fun playing on back. Sturdy paws. Looks like an organized Dalmatian. 7/10 would still pet https://t.co/U1mSS3Ykez
This is Tanner. He accidentally dropped all his hard-earned Kohl&#39;s cash in the tub. 11/10 https://t.co/onC3uMpFF2
Tfw she says hello from the other side. 9/10 https://t.co/lS1TIDagIb
This is Lou. He&#39;s a Petrarch Sunni Pinto. Well-behaved pup. Little legs just hang there. 10/10 would pet firmly https://t.co/FoCULrC3rD
This is Lola. She was not fully prepared for the water slide. 9/10 https://t.co/svlkUlg3NH
This is Sparky. That&#39;s his pancake now. He will raise it as his own. 10/10 https://t.co/96tMaWyoWt
This pup holds the secrets of the universe in his left eye. 12/10 https://t.co/F7xwE0wmnu
This is Herm. It&#39;s his first day of potty training. He&#39;s doing great. You got this Herm. 10/10 stellar pup https://t.co/gFl60yFJ0w
Pack of horned dogs here. Very team-oriented bunch. All have weird laughs. Bond between them strong. 8/10 for all https://t.co/U7DQQdZ0mX
This is Anthony. He just finished up his masters at Harvard. Unprofessional tattoos. Always looks perturbed. 5/10 https://t.co/iHLo9rGay1
Meet Holly. She&#39;s trying to teach small human-like pup about blocks but he&#39;s not paying attention smh. 11/10 &amp;amp; 8/10 https://t.co/RcksaUrGNu
*struggling to breathe properly* 12/10 https://t.co/NKHx0pcOii
This is a Helvetica Listerine named Rufus. This time Rufus will be ready for the UPS guy. He&#39;ll never expect it 9/10 https://t.co/34OhVhMkVr
Neat pup here. Enjoys lettuce. Long af ears. Short lil legs. Hops surprisingly high for dog. 9/10 still very petable https://t.co/HYR611wiA4
Me running from commitment. 10/10 https://t.co/ycVJyFFkES
Say hello to Clarence. He&#39;s a western Alkaline Pita. Very proud of himself for dismembering his stuffed dog pal 8/10 https://t.co/BHxr9O7wJY
Two miniature golden retrievers here. Webbed paws. Don&#39;t walk very efficiently. Can&#39;t catch a tennis ball. 4/10s https://t.co/WzVLdSHJU7
Meet Phred. He isn&#39;t steering, looking at the road, or wearing a seatbelt. Phred is a rolling tornado of danger 6/10 https://t.co/mZD7Bo7HfV
This is Toby. He asked for chocolate cake for his birthday but was given vanilla instead. 8/10 it&#39;ll be ok Toby https://t.co/sYi2G0he4H
Yea I can&#39;t handle this job anymore your dogs are too adorable. 12/10 https://t.co/N9W5L7BLTm
After so many requests... here you go.

Good dogg. 420/10 https://t.co/yfAAo1gdeY
Meet Colby. He&#39;s that one cool friend that gets you into every party. Great hat. Sneaky tongue slip. 10/10 good pup https://t.co/jBnz3MjTzX
Pink dogs here. Unreasonably long necks. Left guy has only 1 leg. Quite nimble. Don&#39;t bark tho 4/10s would still pet https://t.co/QY5uvMmmQk
This is Jett. He is unimpressed by flower. 7/10 https://t.co/459qWNnV3F
This is Amy. She is Queen Starburst. 10/10 unexplainably juicy https://t.co/Hj2HtxpcSx
Scary dog here. Too many legs. Extra tail. Not soft, let alone fluffy. Won&#39;t bark. Moves sideways. Has weapon. 2/10 https://t.co/XOPXCSXiUT
This is Remington. He&#39;s a man dime. 12/10 https://t.co/m3ufSDwHHJ
Can&#39;t do better than this lol. 10/10 for the owner https://t.co/yrqGyMZhW6
This is Sage. He likes to burn shit. 10/10 https://t.co/nLYruSMRe6
Meet Maggie. She enjoys her stick in the yard. Very content. Much tranquility. 10/10 keep it up pup https://t.co/eYP9i9gfYn
Say hello to Andy. He can balance on one foot, obliterate u in checkers, &amp;amp; transform into a rug. 11/10 much talents https://t.co/idzH8JH06g
Meet Mason. He&#39;s a total frat boy. Pretends to be Hawaiian. Head is unbelievably round. 10/10 would pet so damn well https://t.co/DM3ZP3AA7b
I would do radical things in the name of Dog God. I&#39;d believe every word in that book. 10/10 https://t.co/9ZuGAmLZDR
This is Trigger. He was minding his own business on stair when he overheard someone say they don&#39;t like bacon. 11/10 https://t.co/yqohZK4CL0
This is Antony. He&#39;s a Sheraton Tetrahedron. Skips awkwardly. Doesn&#39;t look when he crosses the road (reckless). 7/10 https://t.co/gTy4WMXu8l
Two obedient dogs here. Left one has extra leg sticking out of its back. They each get 9/10. Would pet both at once https://t.co/RGcNPsmAfY
This is Creg. You offered him a ride to work but you&#39;re late and you just missed his exit. 8/10 https://t.co/3r7wznfuoa
Flamboyant pup here. Probably poisonous. Won&#39;t eat kibble. Doesn&#39;t bark. Slow af. Petting doesn&#39;t look fun. 1/10 https://t.co/jxukeh2BeO
This dude slaps your girl&#39;s ass what do you do?
5/10 https://t.co/6dioUL6gcP
This is Traviss. He has no ears. Two rare dogs in background. I bet they all get along nicely. 7/10s I&#39;d pet all https://t.co/Viu56hVhhP
&#34;To bone or not to bone?&#34;
10/10 https://t.co/4g5kFdxp6g
Meet Vincent. He&#39;s a wild Adderall Cayenne. Shipped for free. Always fresh. Never frozen. 10/10 great purchase https://t.co/ZfS7chSsi7
Say hello to Gin &amp;amp; Tonic. They&#39;re having a staring contest. Very very intense. 9/10 for both https://t.co/F6bI9dF16E
This is Jerry. He&#39;s a great listener. Low maintenance. Hard to get leash on tho. 8/10 still good dog https://t.co/NsDIt8Z80Z
This is Jeffrie. He&#39;s a handheld pup. Excellent ears. Super fluffy. 10/10 overall topnotch canine https://t.co/SWnrQAFOtt
*screams for a little bit and then crumples to the floor shaking* 12/10 https://t.co/W2MCt9pTed
Meet Danny. He&#39;s too good to look at the road when he&#39;s driving. Absolute menace. 6/10 completely irresponsible https://t.co/I1lMUy1FqH
This is Ester. He has a cocaine problem. This is an intervention Ester. We all care about you. 8/10 https://t.co/eCVj2xT59V
This is Pluto. He&#39;s holding little waddling dog hostage. Little waddling dog very desperate at this point sos. 8/10 https://t.co/HMcD9SLOAN
This is Bloo. He&#39;s a Westminster Cîroc. Doesn&#39;t think Bart deserves legs. Nice flowers. 8/10 https://t.co/IAc1QCczMc
This is Phineas. He&#39;s a magical dog. Only appears through the hole of a donut. 10/10 mysterious pup https://t.co/NECxEHN5YU
Honor to rate this dog. Great teeth. Nice horns. Unbelievable posture. Fun to pet. Big enough to ride. 10/10 rad dog https://t.co/7JMAHdJ6A4
This is Edd. He&#39;s a Czechoslovakian Googolplex Merlot. Ready for Christmas. Take that Starbucks. Very poised. 10/10 https://t.co/dupWSIpSrG
Silly dog here. Wearing bunny ears. Nice long tail. Unique paws. Not crazy soft but will do. Extremely agile. 7/10 https://t.co/2BnCLtJMxD
This dog can&#39;t see its haters. 11/10 https://t.co/35BcGFdEAK
Vibrant dog here. Fabulous tail. Only 2 legs tho. Has wings but can barely fly (lame). Rather elusive. 5/10 okay pup https://t.co/cixC0M3P1e
This is Paull. He just stubbed his toe. 10/10 deep breaths Paull https://t.co/J5Mqn8VeYq
Meet Koda. He&#39;s large. Looks very soft. Great bangs. Powerful owner. 11/10 would pet the hell out of https://t.co/mzPoS9wCqp
Two unbelievably athletic dogs here. Great form. Perfect execution. 10/10 for both https://t.co/sQuKwSKtDE
Meet Hank and Sully. Hank is very proud of the pumpkin they found and Sully doesn&#39;t give a shit. 11/10 and 8/10 https://t.co/cwoP1ftbrj
This is Sam. He&#39;s trying to escape the inordinate monotony of conforming to everyday status quo. 10/10 https://t.co/PXnCdz8qzK
This is Willy. He&#39;s millennial af. 11/10 https://t.co/Fm1SvVLsad
This is a Deciduous Trimester mix named Spork. Only 1 ear works. No seat belt. Incredibly reckless. 9/10 still cute https://t.co/CtuJoLHiDo
Meet Herb. 12/10 https://t.co/tLRyYvCci3
This is Damon. The newest presidential candidate for 2016. 10/10 he gets my vote https://t.co/Z5nqlfjYJi
Sharp dog here. Introverted. Loves purple. Not fun to pet. Hurts to cuddle with. 6/10 still good dog tho https://t.co/Dfv2YaHPMn
Meet Scooter. He&#39;s ready for his first day of middle school. Remarkable tongue. 12/10 https://t.co/1DJfHmfBQN
This is Peanut. He was the World Table Tennis Champion back in 2003. Now he just does it for recreation. 10/10 https://t.co/LXVEHo9JMY
This is Nigel. He accidentally popped his ball after dunking so hard the backboard shattered. 10/10 great great pup https://t.co/vSd1TWFK1I
Meet Larry. He&#39;s a Panoramic Benzoate. Can shoot lasers out of his eyes. Very neat. Stuck in that position tho. 8/10 https://t.co/MAZx8MPF0S
Meet Daisy. She&#39;s rebellious. Full of teen angst. Thought her food should be evenly dispersed around the room. 12/10 https://t.co/8yzgYzP94K
This is a Rich Mahogany Seltzer named Cherokee. Just got destroyed by a snowball. Isn&#39;t very happy about it. 9/10 https://t.co/98ZBi6o4dj
This is Butters. He&#39;s not ready for Thanksgiving to be over. 10/10 poor Butters https://t.co/iTc578yDmY
AT DAWN...
WE RIDE

11/10 https://t.co/QnfO7HEQGA
This is a Speckled Cauliflower Yosemite named Hemry. He&#39;s terrified of intruder dog. Not one bit comfortable. 9/10 https://t.co/yV3Qgjh8iN
This is Sandra. She&#39;s going skydiving. Nice adidas sandals. Stellar house plant. 11/10 https://t.co/orbkAq9kYF
This is Wally. He&#39;s a Flaccid Mitochondria. Going on vacation. Bag definitely full of treats. Great hat. 9/10 https://t.co/vYs9IVzHY9
&#34;Hi yes this is dog. I can&#39;t help with that s- sir please... the manager isn&#39;t in right n- well that was rude&#34;
10/10 https://t.co/DuQXATW27f
Meet Fabio. He&#39;s a wonderful pup. Can&#39;t stay away from the devil&#39;s lettuce but other than that he&#39;s a delight. 10/10 https://t.co/Qvj4JZGdQD
Meet Winston. He wants to be a power drill. Very focused. 10/10 I believe in you Winston https://t.co/exGrzT9O88
This is Randall. He&#39;s from Chernobyl. Built playground himself. Has been stuck up there quite a while. 5/10 good dog https://t.co/pzrvc7wKGd
This is Liam. He has a particular set of skills. He will look for you, he will find you, and he will kill you. 11/10 https://t.co/uQMFKv1vjn
This is Tommy. He&#39;s a cool dog. Hard not to step on. Won&#39;t let go of seashell. Not fast by any means. 3/10 https://t.co/0gY6XTOpn3
This is Ben &amp;amp; Carson. It&#39;s impossible for them to tilt their heads in the same direction. Cheeky wink by Ben. 11/10s https://t.co/465sIBdvzU
😂😂😂 10/10 for the dog and the owner https://t.co/5iYF0Ci0EK
Awesome dog here. Not sure where it is tho. Spectacular camouflage. Enjoys leaves. Not very soft. 5/10 still petable https://t.co/rOTOteKx4q
This is Raphael. He is a Baskerville Conquistador. Entertains at all the gatherings. 10/10 simply magnificent https://t.co/3NTykJmtHt
This is Zoey. Her dreams of becoming a hippo ballerina don&#39;t look promising. 9/10 it&#39;ll be ok puppers https://t.co/kR1fqy4NKK
Here we see really big dog cuddling smaller dog. Very touching. True friendship. 10/10s would pet both at once https://t.co/A6XnvxHiUQ
This is Julio. He was one of the original Ringling Bros. Exceptional balance. Very alert. Ready for anything. 10/10 https://t.co/aeURGO9Qs8
This is Andru. He made his very own lacrosse stick. Much dedication. Big dreams. Tongue slip. 11/10 go get em Andru https://t.co/1VJoY3OJ1F
I&#39;ve never seen a dog so genuinely happy about a tennis ball. 12/10 s&#39;cute https://t.co/9RYY2NtHDw
This is a spotted Lipitor Rumpelstiltskin named Alphred. He can&#39;t wait for the Turkey. 10/10 would pet really well https://t.co/6GUGO7azNX
Meet Chester. He just ate a lot and now he can&#39;t move. 10/10 that&#39;s going to be me in about 17 hours https://t.co/63jh1tYZa5
Say hello to Clarence. Clarence thought he saw a squirrel. He was just trying to help. 8/10 poor Clarence https://t.co/tbFaTUHLJB
After countless hours of research and hundreds of formula alterations we have concluded that Dug should be bumped to an 11/10
This is Kloey. Her mother was a unicorn. 10/10 https://t.co/NvKJRYDosA
Meet Louie. He just pounded that bottle of wine. 9/10 goodnight Louie https://t.co/RAwZvMKRZB
This is Shawwn. He&#39;s a Turkish Gangrene Robitussin. Spectacular tongue. Cranks out push-ups. 8/10 #NoDaysOff #swole https://t.co/IQFZKNUlXx
This is a brave dog. Excellent free climber. Trying to get closer to God. Not very loyal though. Doesn&#39;t bark. 5/10 https://t.co/ODnILTr4QM
This is Penny. She&#39;s having fun AND being safe. 12/10 very responsible pup https://t.co/eqeWw67oU7
Very human-like. Cute overbite smile *finger to earpiece* I&#39;m being told that the dog is actually on the right
10/10 https://t.co/MSIbWu4YYs
This is Skye. He is a Bretwaldian Altostratus. Not amused at all. Just saved small dog from avalanche. 10/10 hero af https://t.co/XmCvma01fF
Special dog here. Pretty big. Neck kinda long for dog. Cool spots. Must be a Dalmatian variant. 6/10 would still pet https://t.co/f8GXeDbFzu
This is Linda. She just looked up and saw you glancing at your neighboring classmate&#39;s test. 10/10 https://t.co/UpFFYhA1Id
This is Keith. He&#39;s had 13 DUIs. 7/10 that&#39;s too many Keith https://t.co/fa7olwrF9Y
Meet Kollin. He&#39;s a Parakeetian Badminton from Denmark. Great artist. Taking break from research. Loves wicker 9/10 https://t.co/XPLB3eoXiX
This is a Coriander Baton Rouge named Alfredo. Loves to cuddle with smaller well-dressed dog. 10/10 would hug lots https://t.co/eCRdwouKCl
Meet Ronduh. She&#39;s a Finnish Checkered Blitzkrieg. Ears look fake. Shoes on point. 10/10 would pet extra well https://t.co/juktj5qiaD
This is Billl. He&#39;s trying to be a ghost but he&#39;s not very good at it. 6/10 c&#39;mon Billl https://t.co/ero0XfdGtY
This is Oliviér. He&#39;s a Baptist Hindquarter. Also smooth af with the babes. 10/10 I&#39;d totally get in a car with him https://t.co/fj4c170cxk
This is Chip. Chip&#39;s pretending to be choked. 10/10 lol classic Chip https://t.co/yoB0SM1AAP
Here we have a Gingivitis Pumpernickel named Zeus. Unmatched tennis ball capacity. 10/10 would highly recommend https://t.co/jPkd7hhX7m
Meet Saydee. She&#39;s a Rochester  Ecclesiastical. Jumped off cliff and caught stick on way down. 11/10 1st round pick https://t.co/Eh2v0AyJbi
Meet Dug. Dug fucken loves peaches. 8/10 https://t.co/JtA1TG21Xx
This is Tessa. She is also very pleased after finally meeting her biological father. 10/10 https://t.co/qDS1aCqppv
This is Sully. He&#39;s a Leviticus Galapagos. Very powerful. Borderline unstoppable. Cool goggles. 10/10 https://t.co/zKNF77dxEA
This is Kirk. He just saw a bacon wrapped tennis ball and literally died. So sad. 12/10 RIP Kirk https://t.co/0twoigv5jP
Just got home from college. Dis my dog. She does all my homework. Big red turd in background. 13/10 no bias at all https://t.co/6WGFp9cuj6
Meet Ralf. He&#39;s a miniature Buick DiCaprio. Can float (whoa). Loves to beach. Snazzy green vest. 11/10 I&#39;d hug Ralf https://t.co/R5Z6jBTdhc
This is Clarq. He&#39;s a golden Quetzalcoatl. Clarq enjoys eating his own foot. Damn it Clarq. 8/10 would pet firmly https://t.co/d8ybynaRwZ
This is Jaspers. He is a northeastern Gillette. Just got his license. Very excited. 10/10 they grow up so fast https://t.co/cieaOI0RuT
This is Samsom. He is sexually confused. Really wants to be a triceratops. 9/10 just a great guy https://t.co/HPoce45SI3
Here we have Pancho and Peaches. Pancho is a Condoleezza Gryffindor, and Peaches is just an asshole. 10/10 &amp;amp; 7/10 https://t.co/Lh1BsJrWPp
Super rare dog right here guys. Doesn&#39;t bark. Seems strong. Blue. Very family friendly pet. 10/10 overall good dog https://t.co/Jykq2iq3qN
This is Tucker. He is 100% ready for the sports. 12/10 I would watch anything with him https://t.co/k0ddVUWTcu
Meet Terrance. He&#39;s being yelled at because he stapled the wrong stuff together. 11/10 hang in there Terrance https://t.co/ixcuUYCbdD
Two gorgeous pups here. Both have cute fake horns(adorable). Barn in the back looks on fire. 5/10 would pet rly well https://t.co/w5oYFXi0uh
This is Harrison. He braves the snow like a champ. Perched at all times. Hasn&#39;t blinked in months. 8/10 v nifty dog https://t.co/tiVuq6MNwl
This is Bernie. He&#39;s taking his Halloween costume very seriously. Wants to be baked. 3/10 not a good idea Bernie smh https://t.co/1zBp1moFlX
Honor to rate this dog. Lots of fur on him. Two massive tumors on back. Should get checked out. Very neat tho. 7/10 https://t.co/bMhs18elNF
This is Ruby. She&#39;s a Bimmington Fettuccini. One ear works a lil better than other. Looks startled. Cool carpet 9/10 https://t.co/j0Wpa42KCH
Unique dog here. Oddly shaped tail. Long pink front legs. I don&#39;t think dogs breath underwater sos. 4/10 bad owner https://t.co/0EJXxE9UxW
This is Chaz. He&#39;s an X Games half pipe superstar. 6 gold medals. Lost back legs saving a baby from a tornado 12/10 https://t.co/uxdOfblUB0
This is Jeremy. He hasn&#39;t grown into his skin yet. Ears hit the floor. Probably trips on them sometimes. 11/10 https://t.co/LqAMlFVBoY
12/10 good shit Bubka
@wane15
Meet Jaycob. He got scared of the vacuum. Hide &amp;amp; seek champ. Almost better than Kony. Solid shampoo selection. 10/10 https://t.co/952hUV6RiK
This is a Slovakian Helter Skelter Feta named Leroi. Likes to skip on roofs. Good traction. Much balance. 10/10 wow! https://t.co/Dmy2mY2Qj5
This is Herald. He likes to swing. Subtle tongue slip. Owner good at b-ball. Creepy person on bench back there. 9/10 https://t.co/rcrKkL7eB6
Meet Lambeau. He&#39;s a Whistling Haiku from the plains of southern Guatemala. 11/10 so. damn. majestic. https://t.co/UqCvpSgMJe
This is Ruffles. He is an Albanian Shoop Da Whoop. He just noticed the camera. Patriotic af. Classy hardwood. 11/10 https://t.co/HyDpTU5Jhj
This is Amélie. She is a confident white college girl. Extremely intimidating. Literally can&#39;t rn omg. 11/10 fab https://t.co/up0MHRxelf
Say hello to Bobb. Bobb is a Golden High Fescue &amp;amp; a proud father of 8. Bobb sleeps while the little pups play. 11/10 https://t.co/OmxouCZ8IY
This is Banditt. He is a brown LaBeouf retriever. Loves cold weather. 4 smaller dogs are his sons (probably). 10/10 https://t.co/Ko7eCsFpnI
This is a wild Toblerone from Papua New Guinea. Mouth always open. Addicted to hay. Acts blind. 7/10 handsome dog https://t.co/IGmVbz07tZ
This is Kevon. He is not physically or mentally prepared to start his Monday. 10/10 totes relatable https://t.co/YVAJgWHzPW
Say hello to Winifred. He is a Papyrus Hydrangea mix. Can tie shoes. 11/10 inspiring pup https://t.co/mwnBN6ZkPt
Incredibly rare dog here. Good at bipedalism. Rad blue spikes. Ready to dance. 11/10 https://t.co/70X1TIXn38
Fascinating dog here. Loves beach. Oddly long nose for dog. Massive ass paws. Hard to cuddle w. 3/10 would still pet https://t.co/IiSdmhkC5N
Meet Hanz. He heard some thunder. 10/10 https://t.co/pKJK23j0QZ
This is an Irish Rigatoni terrier named Berta. Completely made of rope. No eyes. Quite large. Loves to dance. 10/10 https://t.co/EM5fDykrJg
This is Churlie. He likes bagels. 10/10 https://t.co/k8P6FZlzAG
Meet Zeek. He is a grey Cumulonimbus. Zeek is hungry. Someone should feed Zeek asap. 5/10 absolutely terrifying https://t.co/fvVNScw8VH
This is Timofy. He&#39;s a pilot for Southwest. It&#39;s Christmas morning &amp;amp; everyone has gotten kickass gifts but him. 9/10 https://t.co/3FuNbzyPwo
This is Maks. Maks just noticed something wasn&#39;t right. 10/10 https://t.co/0zBycaxyvs
This is Jomathan. He is not thrilled about the length of the grass. 10/10 https://t.co/TIhVKEIPqj
Say hello to Kallie. There was a tornado in the area &amp;amp; the news guy said everyone should wear a helmet. 10/10 adorbz https://t.co/AGyogHtmXx
Here is a horned dog. Much grace. Can jump over moons (dam!). Paws not soft. Bad at barking. 7/10 can still pet tho https://t.co/2Su7gmsnZm
Never forget this vine. You will not stop watching for at least 15 minutes. This is the second coveted.. 13/10 https://t.co/roqIxCvEB3
This is Marvin. He can tie a bow tie better than me. 11/10 https://t.co/81kzPgqjQ3
It is an honor to rate this pup. He is a Snorklhuahua from Amarillo. A true renaissance dog. Also part Rudolph 10/10 https://t.co/ALNyYuGui7
There&#39;s a lot going on here but in my honest opinion every dog pictured is pretty fabulous. 10/10 for all. Good dogs https://t.co/VvYVbsi6c3
This is Spark. He&#39;s nervous. Other dog hasn&#39;t moved in a while. Won&#39;t come when called. Doesn&#39;t fetch well 8/10&amp;amp;1/10 https://t.co/stEodX9Aba
This is Gòrdón. He enjoys his razberrita by pool. Not a care in the world. 12/10 this dog has a better life than me https://t.co/zpdBQCcYgW
This is a Birmingham Quagmire named Chuk. Loves to relax and watch the game while sippin on that iced mocha. 10/10 https://t.co/HvNg9JWxFt
This is Jo. Jo is a Swedish Queso. Tongue bigger than face. Tiny lil legs. Still no seatbelt. Simply careless. 8/10 https://t.co/Edy7B5vOp2
Good teamwork between these dogs. One is on lookout while other eats. Long necks. Nice big house. 9/10s good pups https://t.co/uXgmECGYEB
Say hello to DayZ. She is definitely stuck on that stair. Just looking for someone to help her. 11/10 I would help https://t.co/be3zMW0Qj5
Here is a mother dog caring for her pups. Snazzy red mohawk. Doesn&#39;t wag tail. Pups look confused. Overall 4/10 https://t.co/YOHe6lf09m
2 rare dogs. They waddle (v inefficient). Sometimes slide on bellies. Right one wants to be aircraft Marshall. 9/10s https://t.co/P8bivfp5sU
I can&#39;t do better than he did. 10/10 https://t.co/fM0KXns7Or
Meet Rusty. Rusty&#39;s dreaming of a world where Twitter never got rid of favorites. Looks like a happy world. 11/10 https://t.co/C8U6cxI1Jc
Meet Sophie. Her son just got in the car to leave for college. Very touching. Perfect dramatic sunlight. 10/10 yaass https://t.co/3j9kZRcpVB
Here we have an Azerbaijani Buttermilk named Guss. He sees a demon baby Hitler behind his owner. 10/10 stays alert https://t.co/aeZykWwiJN
This is Jareld. Jareld rules these waters. Ladies and Gentleman... 13/10. This dog is utterly fucking spectacular. https://t.co/L6qAEV5PAd
Say hello to Bisquick. He is a Brown Douglass Fir terrier. Very inbred. Looks terrified. 8/10 still cute tho https://t.co/1XYRh8N00K
This is Torque. He served his nickel. Better not owe Torque money. Torque will find u. 10/10 cause I&#39;m scared of him https://t.co/TnSRDqYO5i
Sneaky dog here. Tuba player has no clue. 10/10 super sneaky https://t.co/jWVwSppaa2
These two dogs are Bo &amp;amp; Smittens. Smittens is trying out a new deodorant and wanted Bo to smell it. 10/10 true pals https://t.co/4pw1QQ6udh
This is Ron. Ron&#39;s currently experiencing a brain freeze. Damn it Ron. 8/10 https://t.co/4ilfcR5SlK
This is Skittles. I would kidnap Skittles. Pink dog in back hasn&#39;t moved in days. 12/10 https://t.co/2wm0POA9N2
This is a Trans Siberian Kellogg named Alfonso. Huge ass eyeballs. Actually Dobby from Harry Potter. 7/10 https://t.co/XpseHBlAAb
Fun dogs here. Top one clearly an athlete. Bottom one very stable. Not very soft tho. 9/10s would still cuddle both https://t.co/79sHR36NsI
This lil pup is Oliver. Hops around. Has wings but doesn&#39;t fly (lame). Annoying chirp. Won&#39;t catch tennis balls 2/10 https://t.co/DnhUw0aBM2
This is Alfie. He&#39;s that one hypocritical gym teacher who made you run laps. Great posture. Cool bench. 6/10 https://t.co/GCJzm3YsfX
This dog resembles a baked potato. Bed looks uncomfortable. No tail. Comes with butter tho. 3/10 petting still fun https://t.co/x89NSCEZCq
This is Jiminy. He has always wanted to be a cheerleader. Can jump high enough to get on other dog. Go Jiminy. 9/10 https://t.co/fW6kIPFGD2
Meet Otis. He is a Peruvian Quartzite. Pic sponsored by Planters. Ears on point. Killer sunglasses. 10/10 ily Otis https://t.co/tIaaBIMlJN
Wow. Armored dog here. Ready for battle. Face looks dangerous. Not very loyal. Lil dog on back havin a blast. 5/10 https://t.co/SyMoWrp368
This is Cleopatricia. She is a northern Paperback Maple. Set up hammock somehow. 9/10 would chill in hammock with https://t.co/sJeHdGUt0W
This is Erik. He&#39;s fucken massive. But also kind. Let&#39;s people hug him for free. Looks soft. 11/10 I would hug Erik https://t.co/MT7Q4aDQS1
Meet Stu. Stu has stacks on stacks and an eye made of pure gold. 10/10 pay for my tuition pls https://t.co/7rkYZQdKEd
This is Tedrick. He lives on the edge. Needs someone to hit the gas tho. Other than that he&#39;s a baller. 10&amp;amp;2/10 https://t.co/LvP1TTYSCN
Neat dog. Lots of spikes. Always in push-up position. Laid a shit ton of eggs earlier. Super stellar pup. 10/10 https://t.co/ODqrL3zXYE
This is Shaggy. He knows exactly how to solve the puzzle but can&#39;t talk. All he wants to do is help. 10/10 great guy https://t.co/SBmWbfAg6X
This is a Shotokon Macadamia mix named Cheryl. Sophisticated af. Looks like a disappointed librarian. Shh (lol) 9/10 https://t.co/J4GnJ5Swba
THE EYES 12/10

I&#39;m sorry. These are supposed to be funny but your dogs are too adorable https://t.co/z1xPTgVLc7
This is Filup. He is overcome with joy after finally meeting his father. 10/10 https://t.co/TBmDJXJB75
OMIGOD 12/10 https://t.co/SVMF4Frf1w
Dogs only please. Small cows and other non canines will not be tolerated. Sick tattoos tho 8/10 https://t.co/s1z7mX4c9O
Super rare dog. Endangered (?). Thinks it&#39;s funny. Mocks everything I say. Colorful af. Has wings (dope). 9/10 https://t.co/BY8nQAMz0x
This is a rare Hungarian Pinot named Jessiga. She is either mid-stroke or got stuck in the washing machine. 8/10 https://t.co/ZU0i0KJyqD
This is Calvin. He is a Luxembourgian Mayo. Having issues with truck. Has it under control tho. 9/10 responsible af https://t.co/3Bbba7y8Xe
Meet Olive. He comes to spot by tree to reminisce of simpler times and truly admire his place in the universe. 11/10 https://t.co/LwrCwlWwPB
What a dog to start the day with. Very calm. Likes to chill by pond. Corkscrews sticking out of head. Obedient. 7/10 https://t.co/0nIxPTDWAZ
RT @dogratingrating: Exceptional talent. Original humor. Cutting edge, Nova Scotian comedian. 12/10 https://t.co/uarnTjBeVA
RT @dogratingrating: Unoriginal idea. Blatant plagiarism. Curious grammar. -5/10 https://t.co/r7XzeQZWzb
Never seen dog like this. Breathes heavy. Tilts head in a pattern. No bark. Shitty at fetch. Not even cordless. 1/10 https://t.co/i9iSGNn3fx
Here is George. George took a selfie of his new man bun and that is downright epic. (Also looks like Rand Paul) 9/10 https://t.co/afRtVsoIIb
This is Kial. Kial is either wearing a cape, which would be rad, or flashing us, which would be rude. 10/10 or 4/10 https://t.co/8zcwIoiuqR
This is a southwest Coriander named Klint. Hat looks expensive. Still on house arrest :(
9/10 https://t.co/IQTOMqDUIe
This is Frank (pronounced &#34;Fronq&#34;). Too many boxing gloves, not enough passion. Frank is a lover not a fighter. 8/10 https://t.co/CpPxD28IpV
Meet Naphaniel. He doesn&#39;t necessarily enjoy his day job, but he&#39;s damn good at it. 10/10 https://t.co/xoRWyQTcmy
Another topnotch dog. His name is Big Jumpy Rat. Massive ass feet. Superior tail. Jumps high af. 12/10 great pup https://t.co/seESNzgsdm
This is Dook &amp;amp; Milo. Dook is struggling to find who he really is and Milo is terrified of what that might be. 8/10s https://t.co/fh5KflzBR0
This a Norwegian Pewterschmidt named Tickles. Ears for days. 12/10 I care deeply for Tickles https://t.co/0aDF62KVP7
Say hello to Hall and Oates. Oates is winking and Hall is contemplating the artistic entropy of the universe. 11/10s https://t.co/n5Wtb5Hvsl
This is Philippe from Soviet Russia. Commanding leader. Misplaced other boot. Hung flag himself. 9/10 charismatic af https://t.co/5NhPV8E45i
Two dogs in this one. Both are rare Jujitsu Pythagoreans. One slightly whiter than other. Long legs. 7/10 and 8/10 https://t.co/ITxxcc4v9y
This is a northern Wahoo named Kohl. He runs this town. Chases tumbleweeds. Draws gun wicked fast. 11/10 legendary https://t.co/J4vn2rOYFk
This is Reese and Twips. Reese protects Twips. Both think they&#39;re too good for seat belts. Simply reckless. 7/10s https://t.co/uLzRi1drVK
Meet Cupcake. I would do unspeakable things for Cupcake. 11/10 https://t.co/6uLCWR9Efa
Exotic dog here. Long neck. Weird paws. Obsessed with bread. Waddles. Flies sometimes (wow!). Very happy dog. 6/10 https://t.co/rqO4I3nf2N
Never seen this breed before. Very pointy pup. Hurts when you cuddle. Still cute tho. 10/10 https://t.co/97HuBrVuOx
Ermergerd 12/10 https://t.co/PQni2sjPsm
This is Biden. Biden just tripped... 7/10 https://t.co/3Fm9PwLju1
This is Fwed. He is a Canadian Asian Taylormade. Was having a blast until pink spiky football attacked. 8/10 https://t.co/A37eGLz5WS
Here we have a neat pup. Very white. Cool shades. Upcoming cruise? Great dog 10/10 https://t.co/LEaviT37v1
This is Genevieve. She is a golden retriever cocktail mix. Comfortable close to wall. Shows no emotions. 9/10 https://t.co/azEoGqVonH
This is Joshwa. He is a fuckboy supreme. He clearly relies on owner but doesn&#39;t respect them. Dreamy eyes tho 11/10 https://t.co/60xYFRATPZ
*takes several long deep breaths* omg omg oMG OMG OMG OMGSJYBSNDUYWJO 12/10 https://t.co/QCugm5ydl6
Quite an advanced dog here. Impressively dressed for canine. Has weapon. About to take out trash. 10/10 good dog https://t.co/8uCMwS9CbV
This is Timison. He just told an awful joke but is still hanging on to the hope that you&#39;ll laugh with him. 10/10 https://t.co/s2yYuHabWl
This is a Dasani Kingfisher from Maine. His name is Daryl. Daryl doesn&#39;t like being swallowed by a panda. 8/10 https://t.co/jpaeu6LNmW
These are strange dogs. All have toupees. Long neck for dogs. In a shed of sorts? Work in groups? 4/10 still petable https://t.co/PZxSarAfSN
This is Clarence. His face says he doesn&#39;t want to be a donkey, but his tail is super pumped about it. 9/10 https://t.co/fGDWgukcBs
Say hello to Kenneth. He likes Reese&#39;s Puffs. 10/10 https://t.co/6RHNRsByOY
This is Churlie. AKA Fetty Woof. Lost eye saving a school bus full of toddlers from a tsunami. Great guy. 10/10 https://t.co/li2XYBVuAY
This is Bradlay. He is a Ronaldinho Matsuyama mix. Can also mountain bike (wow). Loves that blue light lime. 11/10 https://t.co/DKhgkMx4N1
This is Pipsy. He is a fluffball. Enjoys traveling the sea &amp;amp; getting tangled in leash. 12/10 I would kill for Pipsy https://t.co/h9R0EwKd9X
Extremely intelligent dog here. Has learned to walk like human. Even has his own dog. Very impressive 10/10 https://t.co/0DvHAMdA4V
This is Gabe. He is a southern Baklava. Gabe has always wanted to fit in with the other bananas. 10/10 fabulous https://t.co/3LZrJzg3BJ
This is Clybe. He is an Anemone Valdez. One ear works. Can look in 2 different directions at once. Tongue slip. 7/10 https://t.co/Ks0jZtdIrr
Here is Dave. He is actually just a skinny legged seal. Happy birthday Dave. 10/10 https://t.co/DPSamreuRq
After much debate this dog is being upgraded to 10/10. I repeat 10/10
Here we have a Hufflepuff. Loves vest. Eyes wide af. Flaccid tail. Matches carpet. Always a little blurry. 8/10 https://t.co/7JdgVqDnvR
This is Keet. He is a Floridian Amukamara. Absolutely epic propeller hat. Pristine tongue. Nice plaid. 10/10 https://t.co/tz1lpuvXLA
12/10 gimme now https://t.co/QZAnwgnOMB
This is Klevin. He laughs a lot. Very cool dog. 9/10 https://t.co/bATAbPNv0m
This is Carll. He wants to be a donkey. But also a soccer star. Dreams big. 10/10 https://t.co/SVpNbhaIMk
This is a curly Ticonderoga named Pepe. No feet. Loves to jet ski. 11/10 would hug until forever https://t.co/cyDfaK8NBc
My goodness. Very rare dog here. Large. Tail dangerous. Kinda fat. Only eats leaves. Doesn&#39;t come when called 3/10 https://t.co/xYGdBrMS9h
These are Peruvian Feldspars. Their names are Cupit and Prencer. Both resemble Rand Paul. Sick outfits 10/10 &amp;amp; 10/10 https://t.co/ZnEMHBsAs1
12/10 simply brilliant pup https://t.co/V6ZzG45zzG
This is Jeph. He is a German Boston Shuttlecock. Enjoys couch. Lost body during French Revolution. True hero 9/10 https://t.co/8whlkYw3mO
This is Jockson. He is a Pinnacle Sagittarius. Fancy bandana. Enjoys lightly sucking on hot dog in nature. 8/10 https://t.co/RdKbAOEpDK
Unfamiliar with this breed. Ears pointy af. Won&#39;t let go of seashell. Won&#39;t eat kibble. Not very fast. Bad dog 2/10 https://t.co/EIn5kElY1S
This is a purebred Bacardi named Octaviath. Can shoot spaghetti out of mouth. 10/10 https://t.co/uEvsGLOFHa
This is Josep. He is a Rye Manganese mix. Can drive w eyes closed. Very irresponsible. Menace on the roadways. 5/10 https://t.co/XNGeDwrtYH
This is Lugan. He is a Bohemian Rhapsody. Very confused dog. Thinks his name is Rocky. Not amused by the snows 10/10 https://t.co/tI3uFLDHBI
This is a golden Buckminsterfullerene named Johm. Drives trucks. Lumberjack (?). Enjoys wall. 8/10 would hug softly https://t.co/uQbZJM2DQB
This is Christoper. He is a spotted Penne. Can easily navigate stairs. 8/10 https://t.co/bg4TqvvkuF
Cool dog. Enjoys couch. Low monotone bark. Very nice kicks. Pisses milk (must be rare). Can&#39;t go down stairs. 4/10 https://t.co/vXMKrJC81s
This is Jimothy. He is a Botwanian Gouda. Can write (impressive). Very erect tail. Still looking for hoco date. 9/10 https://t.co/LEkZjZxESQ
I&#39;ll name the dogs from now on. This is Kreggory. He does parkour. 10/10 https://t.co/uPqPeXAcua
This is Scout. She is a black Downton Abbey. Isn&#39;t afraid to get dirty. 9/10 nothing bad to say https://t.co/kH60oka1HW
Here we see a lone northeastern Cumberbatch. Half ladybug. Only builds with bricks. Very confident with body. 7/10 https://t.co/7LtjBS0GPK
&#34;Can you behave? You&#39;re ruining my wedding day&#34;
DOG: idgaf this flashlight tastes good as hell

10/10 https://t.co/GlFZPzqcEU
Oh boy what a pup! Sunglasses take this one to the next level. Weirdly folds front legs. Pretty big. 6/10 https://t.co/yECbFrSArM
Here we have an Austrian Pulitzer. Collectors edition. Levitates (?). 7/10 would garden with https://t.co/NMQq6HIglK
*internally screaming* 12/10 https://t.co/YMcrXC2Y6R
This is Walter. He is an Alaskan Terrapin. Loves outdated bandanas. One ear still working. Cool house plant. 10/10 https://t.co/qXpcwENTvn
This is quite the dog. Gets really excited when not in water. Not very soft tho. Bad at fetch. Can&#39;t do tricks. 2/10 https://t.co/aMCTNWO94t
This is a southern Vesuvius bumblegruff. Can drive a truck (wow). Made friends with 5 other nifty dogs (neat). 7/10 https://t.co/LopTBkKa8h
Oh goodness. A super rare northeast Qdoba kangaroo mix. Massive feet. No pouch (disappointing). Seems alert. 9/10 https://t.co/Dc7b0E8qFE
Those are sunglasses and a jean jacket. 11/10 dog cool af https://t.co/uHXrPkUEyl
Unique dog here. Very small. Lives in container of Frosted Flakes (?). Short legs. Must be rare 6/10 would still pet https://t.co/XMD9CwjEnM
Here we have a mixed Asiago from the Galápagos Islands. Only one ear working. Big fan of marijuana carpet. 8/10 https://t.co/tltQ5w9aUO
Look at this jokester thinking seat belt laws don&#39;t apply to him. Great tongue tho 10/10 https://t.co/VFKG1vxGjB
This is an extremely rare horned Parthenon. Not amused. Wears shoes. Overall very nice. 9/10 would pet aggressively https://t.co/QpRjllzWAL
This is a funny dog. Weird toes. Won&#39;t come down. Loves branch. Refuses to eat his food. Hard to cuddle with. 3/10 https://t.co/IIXis0zta0
This is an Albanian 3 1/2 legged  Episcopalian. Loves well-polished hardwood flooring. Penis on the collar. 9/10 https://t.co/d9NcXFKwLv
Can take selfies 11/10 https://t.co/ws2AMaNwPW
Very concerned about fellow dog trapped in computer. 10/10 https://t.co/0yxApIikpk
Not familiar with this breed. No tail (weird). Only 2 legs. Doesn&#39;t bark. Surprisingly quick. Shits eggs. 1/10 https://t.co/Asgdc6kuLX
Oh my. Here you are seeing an Adobe Setter giving birth to twins!!! The world is an amazing place. 11/10 https://t.co/11LvqN4WLq
Can stand on stump for what seems like a while. Built that birdhouse? Impressive. Made friends with a squirrel. 8/10 https://t.co/Ri4nMTLq5C
This appears to be a Mongolian Presbyterian mix. Very tired. Tongue slip confirmed. 9/10 would lie down with https://t.co/mnioXo3IfP
Here we have a well-established sunblockerspaniel. Lost his other flip-flop. 6/10 not very waterproof https://t.co/3RU6x0vHB7
Let&#39;s hope this flight isn&#39;t Malaysian (lol). What a dog! Almost completely camouflaged. 10/10 I trust this pilot https://t.co/Yk6GHE9tOY
Here we have a northern speckled Rhododendron. Much sass. Gives 0 fucks. Good tongue. 9/10 would caress sensually https://t.co/ZoL8kq2XFx
This is the happiest dog you will ever see. Very committed owner. Nice couch. 10/10 https://t.co/RhUEAloehK
Here is the Rand Paul of retrievers folks! He&#39;s probably good at poker. Can drink beer (lol rad). 8/10 good dog https://t.co/pYAJkAe76p
My oh my. This is a rare blond Canadian terrier on wheels. Only $8.98. Rather docile. 9/10 very rare https://t.co/yWBqbrzy8O
Here is a Siberian heavily armored polar bear mix. Strong owner. 10/10 I would do unspeakable things to pet this dog https://t.co/rdivxLiqEt
This is an odd dog. Hard on the outside but loving on the inside. Petting still fun. Doesn&#39;t play catch well. 2/10 https://t.co/v5A4vzSDdc
This is a truly beautiful English Wilson Staff retriever. Has a nice phone. Privileged. 10/10 would trade lives with https://t.co/fvIbQfHjIe
Here we have a 1949 1st generation vulpix. Enjoys sweat tea and Fox News. Cannot be phased. 5/10 https://t.co/4B7cOc1EDq
This is a purebred Piers Morgan. Loves to Netflix and chill. Always looks like he forgot to unplug the iron. 6/10 https://t.co/DWnyCjf2mx
Here is a very happy pup. Big fan of well-maintained decks. Just look at that tongue. 9/10 would cuddle af https://t.co/y671yMhoiR
This is a western brown Mitsubishi terrier. Upset about leaf. Actually 2 dogs here. 7/10 would walk the shit out of https://t.co/r7mOb2m0UI
Here we have a Japanese Irish Setter. Lost eye in Vietnam (?). Big fan of relaxing on stair. 8/10 would pet https://t.co/BLDqew2Ijj
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<h4 id="Accessing-the-second-dataset-(&quot;imgae_prediction&quot;)">Accessing the second dataset ("imgae_prediction")<a class="anchor-link" href="#Accessing-the-second-dataset-(&quot;imgae_prediction&quot;)">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Loading few lines from the dataset</span>
<span class="n">df_2</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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      <th></th>
      <th>tweet_id</th>
      <th>jpg_url</th>
      <th>img_num</th>
      <th>p1</th>
      <th>p1_conf</th>
      <th>p1_dog</th>
      <th>p2</th>
      <th>p2_conf</th>
      <th>p2_dog</th>
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      <th>0</th>
      <td>666020888022790149</td>
      <td>https://pbs.twimg.com/media/CT4udn0WwAA0aMy.jpg</td>
      <td>1</td>
      <td>Welsh_springer_spaniel</td>
      <td>0.465074</td>
      <td>True</td>
      <td>collie</td>
      <td>0.156665</td>
      <td>True</td>
      <td>Shetland_sheepdog</td>
      <td>0.061428</td>
      <td>True</td>
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    <tr>
      <th>1</th>
      <td>666029285002620928</td>
      <td>https://pbs.twimg.com/media/CT42GRgUYAA5iDo.jpg</td>
      <td>1</td>
      <td>redbone</td>
      <td>0.506826</td>
      <td>True</td>
      <td>miniature_pinscher</td>
      <td>0.074192</td>
      <td>True</td>
      <td>Rhodesian_ridgeback</td>
      <td>0.072010</td>
      <td>True</td>
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      <th>2</th>
      <td>666033412701032449</td>
      <td>https://pbs.twimg.com/media/CT4521TWwAEvMyu.jpg</td>
      <td>1</td>
      <td>German_shepherd</td>
      <td>0.596461</td>
      <td>True</td>
      <td>malinois</td>
      <td>0.138584</td>
      <td>True</td>
      <td>bloodhound</td>
      <td>0.116197</td>
      <td>True</td>
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      <th>3</th>
      <td>666044226329800704</td>
      <td>https://pbs.twimg.com/media/CT5Dr8HUEAA-lEu.jpg</td>
      <td>1</td>
      <td>Rhodesian_ridgeback</td>
      <td>0.408143</td>
      <td>True</td>
      <td>redbone</td>
      <td>0.360687</td>
      <td>True</td>
      <td>miniature_pinscher</td>
      <td>0.222752</td>
      <td>True</td>
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      <th>4</th>
      <td>666049248165822465</td>
      <td>https://pbs.twimg.com/media/CT5IQmsXIAAKY4A.jpg</td>
      <td>1</td>
      <td>miniature_pinscher</td>
      <td>0.560311</td>
      <td>True</td>
      <td>Rottweiler</td>
      <td>0.243682</td>
      <td>True</td>
      <td>Doberman</td>
      <td>0.154629</td>
      <td>True</td>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Getting information about the dataset</span>
<span class="n">df_2</span><span class="o">.</span><span class="n">info</span><span class="p">()</span>
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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 2075 entries, 0 to 2074
Data columns (total 12 columns):
tweet_id    2075 non-null int64
jpg_url     2075 non-null object
img_num     2075 non-null int64
p1          2075 non-null object
p1_conf     2075 non-null float64
p1_dog      2075 non-null bool
p2          2075 non-null object
p2_conf     2075 non-null float64
p2_dog      2075 non-null bool
p3          2075 non-null object
p3_conf     2075 non-null float64
p3_dog      2075 non-null bool
dtypes: bool(3), float64(3), int64(2), object(4)
memory usage: 152.1+ KB
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Checcking the shape of the dataset</span>
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<pre>(2075, 12)</pre>
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      <th></th>
      <th>tweet_id</th>
      <th>img_num</th>
      <th>p1_conf</th>
      <th>p2_conf</th>
      <th>p3_conf</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>count</th>
      <td>2.075000e+03</td>
      <td>2075.000000</td>
      <td>2075.000000</td>
      <td>2.075000e+03</td>
      <td>2.075000e+03</td>
    </tr>
    <tr>
      <th>mean</th>
      <td>7.384514e+17</td>
      <td>1.203855</td>
      <td>0.594548</td>
      <td>1.345886e-01</td>
      <td>6.032417e-02</td>
    </tr>
    <tr>
      <th>std</th>
      <td>6.785203e+16</td>
      <td>0.561875</td>
      <td>0.271174</td>
      <td>1.006657e-01</td>
      <td>5.090593e-02</td>
    </tr>
    <tr>
      <th>min</th>
      <td>6.660209e+17</td>
      <td>1.000000</td>
      <td>0.044333</td>
      <td>1.011300e-08</td>
      <td>1.740170e-10</td>
    </tr>
    <tr>
      <th>25%</th>
      <td>6.764835e+17</td>
      <td>1.000000</td>
      <td>0.364412</td>
      <td>5.388625e-02</td>
      <td>1.622240e-02</td>
    </tr>
    <tr>
      <th>50%</th>
      <td>7.119988e+17</td>
      <td>1.000000</td>
      <td>0.588230</td>
      <td>1.181810e-01</td>
      <td>4.944380e-02</td>
    </tr>
    <tr>
      <th>75%</th>
      <td>7.932034e+17</td>
      <td>1.000000</td>
      <td>0.843855</td>
      <td>1.955655e-01</td>
      <td>9.180755e-02</td>
    </tr>
    <tr>
      <th>max</th>
      <td>8.924206e+17</td>
      <td>4.000000</td>
      <td>1.000000</td>
      <td>4.880140e-01</td>
      <td>2.734190e-01</td>
    </tr>
  </tbody>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Getting the list of columns in the dataset</span>
<span class="nb">list</span><span class="p">(</span><span class="n">df_2</span><span class="p">)</span>
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<pre>[&#39;tweet_id&#39;,
 &#39;jpg_url&#39;,
 &#39;img_num&#39;,
 &#39;p1&#39;,
 &#39;p1_conf&#39;,
 &#39;p1_dog&#39;,
 &#39;p2&#39;,
 &#39;p2_conf&#39;,
 &#39;p2_dog&#39;,
 &#39;p3&#39;,
 &#39;p3_conf&#39;,
 &#39;p3_dog&#39;]</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Checking for null cells in each of the columns</span>
<span class="n">df_2</span><span class="o">.</span><span class="n">isnull</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
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<pre>tweet_id    0
jpg_url     0
img_num     0
p1          0
p1_conf     0
p1_dog      0
p2          0
p2_conf     0
p2_dog      0
p3          0
p3_conf     0
p3_dog      0
dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Checking for duplicates</span>
<span class="n">df_2</span><span class="o">.</span><span class="n">duplicated</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
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<pre>0</pre>
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<h4 id="Accessing-the-dataset-df_3-(from-Twitter-API-JSON-file)">Accessing the dataset df_3 (from Twitter API JSON file)<a class="anchor-link" href="#Accessing-the-dataset-df_3-(from-Twitter-API-JSON-file)">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Loading few lines from the dataset</span>
<span class="n">df_3</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<table border="1" class="dataframe">
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      <th></th>
      <th>id</th>
      <th>created_at</th>
      <th>favorite_count</th>
      <th>retweet_count</th>
    </tr>
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  <tbody>
    <tr>
      <th>0</th>
      <td>892420643555336193</td>
      <td>Tue Aug 01 16:23:56 +0000 2017</td>
      <td>33712</td>
      <td>6975</td>
    </tr>
    <tr>
      <th>1</th>
      <td>892177421306343426</td>
      <td>Tue Aug 01 00:17:27 +0000 2017</td>
      <td>29238</td>
      <td>5276</td>
    </tr>
    <tr>
      <th>2</th>
      <td>891815181378084864</td>
      <td>Mon Jul 31 00:18:03 +0000 2017</td>
      <td>21982</td>
      <td>3466</td>
    </tr>
    <tr>
      <th>3</th>
      <td>891689557279858688</td>
      <td>Sun Jul 30 15:58:51 +0000 2017</td>
      <td>36811</td>
      <td>7197</td>
    </tr>
    <tr>
      <th>4</th>
      <td>891327558926688256</td>
      <td>Sat Jul 29 16:00:24 +0000 2017</td>
      <td>35195</td>
      <td>7721</td>
    </tr>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Getting information about the various columns of the dataset</span>
<span class="n">df_3</span><span class="o">.</span><span class="n">info</span><span class="p">()</span>
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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 2327 entries, 0 to 2326
Data columns (total 4 columns):
id                2327 non-null int64
created_at        2327 non-null object
favorite_count    2327 non-null int64
retweet_count     2327 non-null int64
dtypes: int64(3), object(1)
memory usage: 72.8+ KB
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Sorting the date column to ensuring its not beyond &quot;2017-08-01&quot;</span>
<span class="n">df_3</span><span class="o">.</span><span class="n">created_at</span><span class="o">.</span><span class="n">sort_values</span><span class="p">()</span>
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<pre>1181    Fri Apr 01 00:26:15 +0000 2016
1180    Fri Apr 01 00:58:13 +0000 2016
1179    Fri Apr 01 02:51:22 +0000 2016
1178    Fri Apr 01 04:30:16 +0000 2016
1177    Fri Apr 01 15:46:52 +0000 2016
208     Fri Apr 07 00:38:06 +0000 2017
207     Fri Apr 07 13:04:55 +0000 2017
206     Fri Apr 07 16:10:12 +0000 2017
1162    Fri Apr 08 00:30:51 +0000 2016
1161    Fri Apr 08 01:19:36 +0000 2016
1160    Fri Apr 08 15:05:29 +0000 2016
1159    Fri Apr 08 15:26:28 +0000 2016
1158    Fri Apr 08 20:46:50 +0000 2016
196     Fri Apr 14 15:51:39 +0000 2017
195     Fri Apr 14 17:27:40 +0000 2017
1142    Fri Apr 15 00:46:48 +0000 2016
1141    Fri Apr 15 01:26:47 +0000 2016
1140    Fri Apr 15 15:44:11 +0000 2016
185     Fri Apr 21 02:22:29 +0000 2017
184     Fri Apr 21 16:33:22 +0000 2017
169     Fri Apr 28 00:00:54 +0000 2017
168     Fri Apr 28 16:08:49 +0000 2017
167     Fri Apr 28 23:57:28 +0000 2017
1123    Fri Apr 29 00:21:01 +0000 2016
847     Fri Aug 05 01:19:35 +0000 2016
846     Fri Aug 05 16:28:54 +0000 2016
845     Fri Aug 05 21:19:27 +0000 2016
832     Fri Aug 12 04:35:10 +0000 2016
819     Fri Aug 19 17:47:52 +0000 2016
818     Fri Aug 19 19:14:16 +0000 2016
                     ...              
2126    Wed Nov 25 19:46:30 +0000 2015
2125    Wed Nov 25 21:17:12 +0000 2015
2124    Wed Nov 25 23:39:47 +0000 2015
535     Wed Nov 30 01:31:12 +0000 2016
534     Wed Nov 30 18:16:08 +0000 2016
698     Wed Oct 05 00:40:09 +0000 2016
697     Wed Oct 05 15:47:27 +0000 2016
682     Wed Oct 12 02:53:11 +0000 2016
681     Wed Oct 12 03:50:17 +0000 2016
680     Wed Oct 12 15:55:59 +0000 2016
679     Wed Oct 12 19:24:27 +0000 2016
662     Wed Oct 19 01:29:35 +0000 2016
661     Wed Oct 19 15:37:03 +0000 2016
640     Wed Oct 26 16:14:55 +0000 2016
639     Wed Oct 26 22:31:36 +0000 2016
772     Wed Sep 07 01:47:12 +0000 2016
771     Wed Sep 07 15:44:53 +0000 2016
770     Wed Sep 07 23:52:41 +0000 2016
757     Wed Sep 14 03:27:11 +0000 2016
756     Wed Sep 14 16:00:49 +0000 2016
755     Wed Sep 14 17:40:06 +0000 2016
754     Wed Sep 14 23:30:38 +0000 2016
739     Wed Sep 21 00:00:35 +0000 2016
738     Wed Sep 21 00:53:04 +0000 2016
737     Wed Sep 21 01:39:11 +0000 2016
736     Wed Sep 21 16:00:17 +0000 2016
735     Wed Sep 21 17:42:10 +0000 2016
716     Wed Sep 28 00:46:20 +0000 2016
715     Wed Sep 28 16:07:23 +0000 2016
714     Wed Sep 28 21:56:36 +0000 2016
Name: created_at, Length: 2327, dtype: object</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Getting the shape of the dataset</span>
<span class="n">df_3</span><span class="o">.</span><span class="n">shape</span>
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<pre>(2327, 4)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Getting the description of the dataset</span>
<span class="n">df_3</span><span class="o">.</span><span class="n">describe</span><span class="p">()</span>
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<table border="1" class="dataframe">
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    <tr style="text-align: right;">
      <th></th>
      <th>id</th>
      <th>favorite_count</th>
      <th>retweet_count</th>
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      <th>count</th>
      <td>2.327000e+03</td>
      <td>2327.000000</td>
      <td>2327.000000</td>
    </tr>
    <tr>
      <th>mean</th>
      <td>7.417930e+17</td>
      <td>7030.568543</td>
      <td>2460.240653</td>
    </tr>
    <tr>
      <th>std</th>
      <td>6.820795e+16</td>
      <td>10925.377346</td>
      <td>4166.560910</td>
    </tr>
    <tr>
      <th>min</th>
      <td>6.660209e+17</td>
      <td>0.000000</td>
      <td>1.000000</td>
    </tr>
    <tr>
      <th>25%</th>
      <td>6.781394e+17</td>
      <td>1221.000000</td>
      <td>492.500000</td>
    </tr>
    <tr>
      <th>50%</th>
      <td>7.178418e+17</td>
      <td>3038.000000</td>
      <td>1144.000000</td>
    </tr>
    <tr>
      <th>75%</th>
      <td>7.986547e+17</td>
      <td>8570.000000</td>
      <td>2846.000000</td>
    </tr>
    <tr>
      <th>max</th>
      <td>8.924206e+17</td>
      <td>144338.000000</td>
      <td>70382.000000</td>
    </tr>
  </tbody>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Getting the list of columns in the dataset</span>
<span class="nb">list</span><span class="p">(</span><span class="n">df_3</span><span class="p">)</span>
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<pre>[&#39;id&#39;, &#39;created_at&#39;, &#39;favorite_count&#39;, &#39;retweet_count&#39;]</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Checking for null cells in the various columns</span>
<span class="n">df_3</span><span class="o">.</span><span class="n">isnull</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
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<pre>id                0
created_at        0
favorite_count    0
retweet_count     0
dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Checking for duplicates</span>
<span class="n">df_3</span><span class="o">.</span><span class="n">duplicated</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
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<pre>0</pre>
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<h3 id="OBSERVED-QUALITY-AND-TIDINESS-ISSUES-WITH-THE-VARIOUS-DATASETS">OBSERVED QUALITY AND TIDINESS ISSUES WITH THE VARIOUS DATASETS<a class="anchor-link" href="#OBSERVED-QUALITY-AND-TIDINESS-ISSUES-WITH-THE-VARIOUS-DATASETS">&#182;</a></h3>
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<h3 id="Quality-issues">Quality issues<a class="anchor-link" href="#Quality-issues">&#182;</a></h3><blockquote><ol>
<li><p>The dataset df_1 contains retweet data in some of its columns (in_reply_to_status_id, in_reply_to_user_id, retweeted_status_id, retweeted_status_user_id, retweeted_status_timestamp, expanded_urls).</p>
</li>
<li><p>Wrong datatype for the column "timestamp" in df_1 (given as "object" instead of "datetime").</p>
</li>
<li><p>Wrong datatype  for the column "created_at" in df_3" (given as 'object' instead of 'datetime').</p>
</li>
<li><p>Date created is given as "created_as" and "timestamp" in df_3 and df_1 respectively. This is same record having different column name.</p>
</li>
<li><p>The time "created_at" and "timestamp" in df_3 and df_1 respectively contains an invalid timezone.</p>
</li>
<li><p>df_3 has the column "id" instead of tweet_id.</p>
</li>
<li><p>df_2 column labels contains abbreviated names.</p>
</li>
<li><p>The rating_numerator and rating_denominator in df_1 contains erroneous values.</p>
</li>
</ol>
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<h3 id="Tidiness-issues">Tidiness issues<a class="anchor-link" href="#Tidiness-issues">&#182;</a></h3><blockquote><ol>
<li><p>The column "tweet_id" is contained in the 3 datasets (df_1, df_2, df_3)</p>
</li>
<li><p>The "timestamp"(created_at) is also contained in 2 dataframes (df_1 and df_3)</p>
</li>
</ol>
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<h2 id="Cleaning-Data">Cleaning Data<a class="anchor-link" href="#Cleaning-Data">&#182;</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Making copies of the original pieces of data</span>
<span class="n">df1_clean</span> <span class="o">=</span> <span class="n">df_1</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
<span class="n">df2_clean</span> <span class="o">=</span> <span class="n">df_2</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
<span class="n">df3_clean</span> <span class="o">=</span> <span class="n">df_3</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
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<h3 id="ISSUE-#1">ISSUE #1<a class="anchor-link" href="#ISSUE-#1">&#182;</a></h3>
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<h4 id="Define:">Define:<a class="anchor-link" href="#Define:">&#182;</a></h4><p>Retweets are not to be considered. Removing columns having retweet information (in_reply_to_status_id, in_reply_to_user_id, retweeted_status_id, retweeted_status_user_id, retweeted_status_timestamp, expanded_urls) in df_1.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df1_clean</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>in_reply_to_status_id</th>
      <th>in_reply_to_user_id</th>
      <th>timestamp</th>
      <th>source</th>
      <th>text</th>
      <th>retweeted_status_id</th>
      <th>retweeted_status_user_id</th>
      <th>retweeted_status_timestamp</th>
      <th>expanded_urls</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
      <th>name</th>
      <th>doggo</th>
      <th>floofer</th>
      <th>pupper</th>
      <th>puppo</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>892420643555336193</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-08-01 16:23:56 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Phineas. He's a mystical boy. Only eve...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/892420643...</td>
      <td>13</td>
      <td>10</td>
      <td>Phineas</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <th>1</th>
      <td>892177421306343426</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-08-01 00:17:27 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Tilly. She's just checking pup on you....</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/892177421...</td>
      <td>13</td>
      <td>10</td>
      <td>Tilly</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <th>2</th>
      <td>891815181378084864</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-31 00:18:03 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Archie. He is a rare Norwegian Pouncin...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891815181...</td>
      <td>12</td>
      <td>10</td>
      <td>Archie</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <th>3</th>
      <td>891689557279858688</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-30 15:58:51 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Darla. She commenced a snooze mid meal...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891689557...</td>
      <td>13</td>
      <td>10</td>
      <td>Darla</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
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      <th>4</th>
      <td>891327558926688256</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-29 16:00:24 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Franklin. He would like you to stop ca...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891327558...</td>
      <td>12</td>
      <td>10</td>
      <td>Franklin</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Dropping the columns with retweet and reply informations in &quot;df1_clean&quot;</span>
<span class="n">df1_clean</span> <span class="o">=</span> <span class="n">df1_clean</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s2">&quot;in_reply_to_status_id&quot;</span><span class="p">,</span> <span class="s2">&quot;in_reply_to_user_id&quot;</span><span class="p">,</span> <span class="s2">&quot;retweeted_status_id&quot;</span><span class="p">,</span> <span class="s2">&quot;retweeted_status_user_id&quot;</span><span class="p">,</span> <span class="s2">&quot;retweeted_status_timestamp&quot;</span><span class="p">,</span> <span class="s2">&quot;expanded_urls&quot;</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Dropping non-original tweets which are reply and retweet using the identifier &quot;@&quot;, which signifies that the tweet is a response and not an original tweet</span>
<span class="n">df1_clean</span> <span class="o">=</span> <span class="n">df1_clean</span><span class="p">[</span><span class="n">df1_clean</span><span class="p">[</span><span class="s2">&quot;text&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">contains</span><span class="p">(</span><span class="s2">&quot;@&quot;</span><span class="p">)</span> <span class="o">==</span> <span class="kc">False</span><span class="p">]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df1_clean</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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      <th></th>
      <th>tweet_id</th>
      <th>timestamp</th>
      <th>source</th>
      <th>text</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
      <th>name</th>
      <th>doggo</th>
      <th>floofer</th>
      <th>pupper</th>
      <th>puppo</th>
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      <th>0</th>
      <td>892420643555336193</td>
      <td>2017-08-01 16:23:56 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Phineas. He's a mystical boy. Only eve...</td>
      <td>13</td>
      <td>10</td>
      <td>Phineas</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
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      <th>1</th>
      <td>892177421306343426</td>
      <td>2017-08-01 00:17:27 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Tilly. She's just checking pup on you....</td>
      <td>13</td>
      <td>10</td>
      <td>Tilly</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
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      <th>2</th>
      <td>891815181378084864</td>
      <td>2017-07-31 00:18:03 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Archie. He is a rare Norwegian Pouncin...</td>
      <td>12</td>
      <td>10</td>
      <td>Archie</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
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      <th>3</th>
      <td>891689557279858688</td>
      <td>2017-07-30 15:58:51 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Darla. She commenced a snooze mid meal...</td>
      <td>13</td>
      <td>10</td>
      <td>Darla</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
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      <th>4</th>
      <td>891327558926688256</td>
      <td>2017-07-29 16:00:24 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Franklin. He would like you to stop ca...</td>
      <td>12</td>
      <td>10</td>
      <td>Franklin</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
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<h3 id="Issue-#2:">Issue #2:<a class="anchor-link" href="#Issue-#2:">&#182;</a></h3>
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<h4 id="Define:">Define:<a class="anchor-link" href="#Define:">&#182;</a></h4><p>Changing the datatype of the column "timestamp" in df_1, from "object" to "datetime"</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df1_clean</span><span class="p">[</span><span class="s2">&quot;timestamp&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">df1_clean</span><span class="p">[</span><span class="s2">&quot;timestamp&quot;</span><span class="p">])</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df1_clean</span><span class="o">.</span><span class="n">info</span><span class="p">()</span>
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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
Int64Index: 2089 entries, 0 to 2355
Data columns (total 11 columns):
tweet_id              2089 non-null int64
timestamp             2089 non-null datetime64[ns]
source                2089 non-null object
text                  2089 non-null object
rating_numerator      2089 non-null int64
rating_denominator    2089 non-null int64
name                  2089 non-null object
doggo                 2089 non-null object
floofer               2089 non-null object
pupper                2089 non-null object
puppo                 2089 non-null object
dtypes: datetime64[ns](1), int64(3), object(7)
memory usage: 195.8+ KB
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<h3 id="ISSUE-#3">ISSUE #3<a class="anchor-link" href="#ISSUE-#3">&#182;</a></h3>
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<h4 id="Define:">Define:<a class="anchor-link" href="#Define:">&#182;</a></h4><p>Changing the datatype of the column "created_at" in df_3, from "object" to "datetime"</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df3_clean</span><span class="p">[</span><span class="s2">&quot;created_at&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">df3_clean</span><span class="p">[</span><span class="s2">&quot;created_at&quot;</span><span class="p">])</span>
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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 2327 entries, 0 to 2326
Data columns (total 4 columns):
id                2327 non-null int64
created_at        2327 non-null datetime64[ns]
favorite_count    2327 non-null int64
retweet_count     2327 non-null int64
dtypes: datetime64[ns](1), int64(3)
memory usage: 72.8 KB
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<h3 id="ISSUE-#4:">ISSUE #4:<a class="anchor-link" href="#ISSUE-#4:">&#182;</a></h3>
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<h4 id="Define:">Define:<a class="anchor-link" href="#Define:">&#182;</a></h4><p>Date created is given as "created_as" and "timestamp" in df3_clean and df1_clean respectively. This is same record having different column name. Therefore, the column names need to be renamed as "date_created" to ensure consistency.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Renaming the &quot;timestamp&quot; culumn in df1_clean </span>
<span class="n">df1_clean</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;timestamp&quot;</span> <span class="p">:</span> <span class="s2">&quot;date_created&quot;</span><span class="p">},</span> <span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="c1">#Renaming the &quot;created_at&quot; column in df3_clean</span>
<span class="n">df3_clean</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;created_at&quot;</span> <span class="p">:</span> <span class="s2">&quot;date_created&quot;</span><span class="p">},</span> <span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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<pre>[&#39;tweet_id&#39;,
 &#39;date_created&#39;,
 &#39;source&#39;,
 &#39;text&#39;,
 &#39;rating_numerator&#39;,
 &#39;rating_denominator&#39;,
 &#39;name&#39;,
 &#39;doggo&#39;,
 &#39;floofer&#39;,
 &#39;pupper&#39;,
 &#39;puppo&#39;]</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">list</span><span class="p">(</span><span class="n">df3_clean</span><span class="p">)</span>
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<pre>[&#39;id&#39;, &#39;date_created&#39;, &#39;favorite_count&#39;, &#39;retweet_count&#39;]</pre>
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<h3 id="ISSUE-#5:">ISSUE #5:<a class="anchor-link" href="#ISSUE-#5:">&#182;</a></h3>
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<h4 id="Define:">Define:<a class="anchor-link" href="#Define:">&#182;</a></h4><p>Removing the invalid timezone contained in "timestamp" and "created_columns" in df1_clean and df3_clean respectively</p>

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<h4 id="Code:">Code:<a class="anchor-link" href="#Code:">&#182;</a></h4><blockquote><p>This has already been taken care of when the datatype was converted from "object" to "datetime"</p>
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<h4 id="Test">Test<a class="anchor-link" href="#Test">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Loading few lines from the dataframe</span>
<span class="n">df1_clean</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<table border="1" class="dataframe">
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    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>date_created</th>
      <th>source</th>
      <th>text</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
      <th>name</th>
      <th>doggo</th>
      <th>floofer</th>
      <th>pupper</th>
      <th>puppo</th>
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      <th>0</th>
      <td>892420643555336193</td>
      <td>2017-08-01 16:23:56</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Phineas. He's a mystical boy. Only eve...</td>
      <td>13</td>
      <td>10</td>
      <td>Phineas</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
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      <th>1</th>
      <td>892177421306343426</td>
      <td>2017-08-01 00:17:27</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Tilly. She's just checking pup on you....</td>
      <td>13</td>
      <td>10</td>
      <td>Tilly</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <th>2</th>
      <td>891815181378084864</td>
      <td>2017-07-31 00:18:03</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Archie. He is a rare Norwegian Pouncin...</td>
      <td>12</td>
      <td>10</td>
      <td>Archie</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <th>3</th>
      <td>891689557279858688</td>
      <td>2017-07-30 15:58:51</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Darla. She commenced a snooze mid meal...</td>
      <td>13</td>
      <td>10</td>
      <td>Darla</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
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      <th>4</th>
      <td>891327558926688256</td>
      <td>2017-07-29 16:00:24</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Franklin. He would like you to stop ca...</td>
      <td>12</td>
      <td>10</td>
      <td>Franklin</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Loading few rows from the dataset</span>
<span class="n">df3_clean</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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      <th></th>
      <th>id</th>
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      <th>favorite_count</th>
      <th>retweet_count</th>
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      <th>0</th>
      <td>892420643555336193</td>
      <td>2017-08-01 16:23:56</td>
      <td>33712</td>
      <td>6975</td>
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      <th>1</th>
      <td>892177421306343426</td>
      <td>2017-08-01 00:17:27</td>
      <td>29238</td>
      <td>5276</td>
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      <th>2</th>
      <td>891815181378084864</td>
      <td>2017-07-31 00:18:03</td>
      <td>21982</td>
      <td>3466</td>
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      <th>3</th>
      <td>891689557279858688</td>
      <td>2017-07-30 15:58:51</td>
      <td>36811</td>
      <td>7197</td>
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      <th>4</th>
      <td>891327558926688256</td>
      <td>2017-07-29 16:00:24</td>
      <td>35195</td>
      <td>7721</td>
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<h3 id="ISSUE-#6:">ISSUE #6:<a class="anchor-link" href="#ISSUE-#6:">&#182;</a></h3>
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<h3 id="Define:">Define:<a class="anchor-link" href="#Define:">&#182;</a></h3><p>Renaming the "id' column in df3_clean to "tweet_id' for comformity with similar columns in the oher dataframes.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Renaming the column &quot;id&quot; to &quot;tweet_id&quot;</span>
<span class="n">df3_clean</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;id&quot;</span> <span class="p">:</span> <span class="s2">&quot;tweet_id&quot;</span><span class="p">},</span> <span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df3_clean</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
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      <th>retweet_count</th>
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<h3 id="ISSUE-#7:">ISSUE #7:<a class="anchor-link" href="#ISSUE-#7:">&#182;</a></h3>
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<h4 id="Define:">Define:<a class="anchor-link" href="#Define:">&#182;</a></h4><p>Correcting the abrreviated column labels in df_2 with their full names. This includes p1, p1_conf, p1_dog etc</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df2_clean</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
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      <th>p1</th>
      <th>p1_conf</th>
      <th>p1_dog</th>
      <th>p2</th>
      <th>p2_conf</th>
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      <th>p3_conf</th>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">dict</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;img_num&quot;</span> <span class="p">:</span> <span class="s2">&quot;image_number&quot;</span><span class="p">,</span> 
        <span class="s2">&quot;p1&quot;</span> <span class="p">:</span> <span class="s2">&quot;prediction_1&quot;</span><span class="p">,</span> 
        <span class="s2">&quot;p1_conf&quot;</span> <span class="p">:</span> <span class="s2">&quot;prediction_1_confidence&quot;</span><span class="p">,</span> 
        <span class="s2">&quot;p1_dog&quot;</span> <span class="p">:</span> <span class="s2">&quot;prediction_1_dog&quot;</span><span class="p">,</span> 
        <span class="s2">&quot;p2&quot;</span> <span class="p">:</span> <span class="s2">&quot;prediction_2&quot;</span><span class="p">,</span> 
        <span class="s2">&quot;p2_conf&quot;</span> <span class="p">:</span> <span class="s2">&quot;prediction_2_confidence&quot;</span><span class="p">,</span> 
        <span class="s2">&quot;p2_dog&quot;</span> <span class="p">:</span> <span class="s2">&quot;prediction_2_dog&quot;</span><span class="p">,</span> 
        <span class="s2">&quot;p3&quot;</span> <span class="p">:</span> <span class="s2">&quot;prediction_3&quot;</span><span class="p">,</span> 
        <span class="s2">&quot;p3_conf&quot;</span> <span class="p">:</span> <span class="s2">&quot;prediction_3_confidence&quot;</span><span class="p">,</span> 
        <span class="s2">&quot;p3_dog&quot;</span> <span class="p">:</span> <span class="s2">&quot;prediction_3_dog&quot;</span><span class="p">}</span>

<span class="n">df2_clean</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="nb">dict</span><span class="p">,</span> 
                 <span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>jpg_url</th>
      <th>image_number</th>
      <th>prediction_1</th>
      <th>prediction_1_confidence</th>
      <th>prediction_1_dog</th>
      <th>prediction_2</th>
      <th>prediction_2_confidence</th>
      <th>prediction_2_dog</th>
      <th>prediction_3</th>
      <th>prediction_3_confidence</th>
      <th>prediction_3_dog</th>
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    <tr>
      <th>0</th>
      <td>666020888022790149</td>
      <td>https://pbs.twimg.com/media/CT4udn0WwAA0aMy.jpg</td>
      <td>1</td>
      <td>Welsh_springer_spaniel</td>
      <td>0.465074</td>
      <td>True</td>
      <td>collie</td>
      <td>0.156665</td>
      <td>True</td>
      <td>Shetland_sheepdog</td>
      <td>0.061428</td>
      <td>True</td>
    </tr>
    <tr>
      <th>1</th>
      <td>666029285002620928</td>
      <td>https://pbs.twimg.com/media/CT42GRgUYAA5iDo.jpg</td>
      <td>1</td>
      <td>redbone</td>
      <td>0.506826</td>
      <td>True</td>
      <td>miniature_pinscher</td>
      <td>0.074192</td>
      <td>True</td>
      <td>Rhodesian_ridgeback</td>
      <td>0.072010</td>
      <td>True</td>
    </tr>
    <tr>
      <th>2</th>
      <td>666033412701032449</td>
      <td>https://pbs.twimg.com/media/CT4521TWwAEvMyu.jpg</td>
      <td>1</td>
      <td>German_shepherd</td>
      <td>0.596461</td>
      <td>True</td>
      <td>malinois</td>
      <td>0.138584</td>
      <td>True</td>
      <td>bloodhound</td>
      <td>0.116197</td>
      <td>True</td>
    </tr>
    <tr>
      <th>3</th>
      <td>666044226329800704</td>
      <td>https://pbs.twimg.com/media/CT5Dr8HUEAA-lEu.jpg</td>
      <td>1</td>
      <td>Rhodesian_ridgeback</td>
      <td>0.408143</td>
      <td>True</td>
      <td>redbone</td>
      <td>0.360687</td>
      <td>True</td>
      <td>miniature_pinscher</td>
      <td>0.222752</td>
      <td>True</td>
    </tr>
    <tr>
      <th>4</th>
      <td>666049248165822465</td>
      <td>https://pbs.twimg.com/media/CT5IQmsXIAAKY4A.jpg</td>
      <td>1</td>
      <td>miniature_pinscher</td>
      <td>0.560311</td>
      <td>True</td>
      <td>Rottweiler</td>
      <td>0.243682</td>
      <td>True</td>
      <td>Doberman</td>
      <td>0.154629</td>
      <td>True</td>
    </tr>
  </tbody>
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<h3 id="ISSUE-#8">ISSUE #8<a class="anchor-link" href="#ISSUE-#8">&#182;</a></h3>
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<h4 id="Define:">Define:<a class="anchor-link" href="#Define:">&#182;</a></h4><p>Correcting the wrong rating_numerator and rating_denominator in df1_clean. This will be done by replacing numerator outliers (ratings less than 1 and greater than 15) with the mean "rating_numerator" i.e (13), and replacing the denominator outliers ( less than or greater tan 10) with the mean rating_denominator i.e 10.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Checking the value count of rating numerator</span>
<span class="n">df1_clean</span><span class="o">.</span><span class="n">rating_numerator</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>12      475
10      433
11      411
13      286
9       156
8        96
7        54
14       38
5        35
6        32
3        18
4        16
2         9
1         8
0         2
60        1
20        1
24        1
26        1
44        1
50        1
165       1
80        1
84        1
88        1
143       1
204       1
420       1
1776      1
27        1
45        1
75        1
99        1
121       1
144       1
Name: rating_numerator, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Checking the value count of rating denominator</span>
<span class="n">df1_clean</span><span class="o">.</span><span class="n">rating_denominator</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>10     2069
50        3
11        2
80        2
20        2
7         1
170       1
150       1
130       1
120       1
110       1
90        1
70        1
40        1
16        1
2         1
Name: rating_denominator, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Replacing the numerator outlier values</span>
<span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">df1_clean</span><span class="o">.</span><span class="n">index</span><span class="p">:</span>
    <span class="k">if</span> <span class="n">df1_clean</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">x</span><span class="p">,</span> <span class="s2">&quot;rating_numerator&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">15</span> <span class="ow">or</span> <span class="n">df1_clean</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">x</span><span class="p">,</span> <span class="s2">&quot;rating_numerator&quot;</span><span class="p">]</span> <span class="o">&lt;</span> <span class="mi">1</span><span class="p">:</span>
        <span class="n">df1_clean</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">x</span><span class="p">,</span> <span class="s2">&quot;rating_numerator&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="mi">13</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Replacing the denominator outlier values</span>
<span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">df1_clean</span><span class="o">.</span><span class="n">index</span><span class="p">:</span>
    <span class="k">if</span> <span class="n">df1_clean</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">x</span><span class="p">,</span> <span class="s2">&quot;rating_denominator&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">10</span> <span class="ow">or</span> <span class="n">df1_clean</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">x</span><span class="p">,</span> <span class="s2">&quot;rating_denominator&quot;</span><span class="p">]</span> <span class="o">&lt;</span> <span class="mi">10</span><span class="p">:</span>
        <span class="n">df1_clean</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">x</span><span class="p">,</span> <span class="s2">&quot;rating_denominator&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="mi">10</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#creating a column &quot;rating&quot; that is the division of rating_numerator by rating_denominator</span>
<span class="n">df1_clean</span><span class="p">[</span><span class="s2">&quot;rating&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df1_clean</span><span class="p">[</span><span class="s2">&quot;rating_numerator&quot;</span><span class="p">]</span> <span class="o">/</span> <span class="n">df1_clean</span><span class="p">[</span><span class="s2">&quot;rating_denominator&quot;</span><span class="p">]</span>
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<h4 id="Test">Test<a class="anchor-link" href="#Test">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df1_clean</span><span class="o">.</span><span class="n">rating_numerator</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>12    475
10    433
11    411
13    308
9     156
8      96
7      54
14     38
5      35
6      32
3      18
4      16
2       9
1       8
Name: rating_numerator, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df1_clean</span><span class="o">.</span><span class="n">rating_denominator</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>10    2089
Name: rating_denominator, dtype: int64</pre>
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<pre>[&#39;tweet_id&#39;,
 &#39;date_created&#39;,
 &#39;source&#39;,
 &#39;text&#39;,
 &#39;rating_numerator&#39;,
 &#39;rating_denominator&#39;,
 &#39;name&#39;,
 &#39;doggo&#39;,
 &#39;floofer&#39;,
 &#39;pupper&#39;,
 &#39;puppo&#39;,
 &#39;rating&#39;]</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df1_clean</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>date_created</th>
      <th>source</th>
      <th>text</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
      <th>name</th>
      <th>doggo</th>
      <th>floofer</th>
      <th>pupper</th>
      <th>puppo</th>
      <th>rating</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>892420643555336193</td>
      <td>2017-08-01 16:23:56</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Phineas. He's a mystical boy. Only eve...</td>
      <td>13</td>
      <td>10</td>
      <td>Phineas</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>1.3</td>
    </tr>
    <tr>
      <th>1</th>
      <td>892177421306343426</td>
      <td>2017-08-01 00:17:27</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Tilly. She's just checking pup on you....</td>
      <td>13</td>
      <td>10</td>
      <td>Tilly</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>1.3</td>
    </tr>
    <tr>
      <th>2</th>
      <td>891815181378084864</td>
      <td>2017-07-31 00:18:03</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Archie. He is a rare Norwegian Pouncin...</td>
      <td>12</td>
      <td>10</td>
      <td>Archie</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>1.2</td>
    </tr>
    <tr>
      <th>3</th>
      <td>891689557279858688</td>
      <td>2017-07-30 15:58:51</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Darla. She commenced a snooze mid meal...</td>
      <td>13</td>
      <td>10</td>
      <td>Darla</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>1.3</td>
    </tr>
    <tr>
      <th>4</th>
      <td>891327558926688256</td>
      <td>2017-07-29 16:00:24</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Franklin. He would like you to stop ca...</td>
      <td>12</td>
      <td>10</td>
      <td>Franklin</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>1.2</td>
    </tr>
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<h3 id="TIDINESS-ISSUES">TIDINESS ISSUES<a class="anchor-link" href="#TIDINESS-ISSUES">&#182;</a></h3>
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<h4 id="ISSUE-#1">ISSUE #1<a class="anchor-link" href="#ISSUE-#1">&#182;</a></h4>
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<h4 id="Define:">Define:<a class="anchor-link" href="#Define:">&#182;</a></h4><p>Merging the two datasets df1_clean and df3_clean on "date_created" column.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_merge</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">merge</span><span class="p">(</span><span class="n">df1_clean</span><span class="p">,</span> <span class="n">df3_clean</span><span class="p">,</span> <span class="n">on</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;tweet_id&quot;</span><span class="p">,</span> <span class="s2">&quot;date_created&quot;</span><span class="p">],</span> <span class="n">how</span><span class="o">=</span><span class="s2">&quot;left&quot;</span><span class="p">)</span>
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<h4 id="Test">Test<a class="anchor-link" href="#Test">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_merge</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>date_created</th>
      <th>source</th>
      <th>text</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
      <th>name</th>
      <th>doggo</th>
      <th>floofer</th>
      <th>pupper</th>
      <th>puppo</th>
      <th>rating</th>
      <th>favorite_count</th>
      <th>retweet_count</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>892420643555336193</td>
      <td>2017-08-01 16:23:56</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Phineas. He's a mystical boy. Only eve...</td>
      <td>13</td>
      <td>10</td>
      <td>Phineas</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>1.3</td>
      <td>33712.0</td>
      <td>6975.0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>892177421306343426</td>
      <td>2017-08-01 00:17:27</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Tilly. She's just checking pup on you....</td>
      <td>13</td>
      <td>10</td>
      <td>Tilly</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>1.3</td>
      <td>29238.0</td>
      <td>5276.0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>891815181378084864</td>
      <td>2017-07-31 00:18:03</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Archie. He is a rare Norwegian Pouncin...</td>
      <td>12</td>
      <td>10</td>
      <td>Archie</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>1.2</td>
      <td>21982.0</td>
      <td>3466.0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>891689557279858688</td>
      <td>2017-07-30 15:58:51</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Darla. She commenced a snooze mid meal...</td>
      <td>13</td>
      <td>10</td>
      <td>Darla</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>1.3</td>
      <td>36811.0</td>
      <td>7197.0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>891327558926688256</td>
      <td>2017-07-29 16:00:24</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Franklin. He would like you to stop ca...</td>
      <td>12</td>
      <td>10</td>
      <td>Franklin</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>1.2</td>
      <td>35195.0</td>
      <td>7721.0</td>
    </tr>
  </tbody>
</table>
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<h3 id="ISSUE-#2">ISSUE #2<a class="anchor-link" href="#ISSUE-#2">&#182;</a></h3>
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<h4 id="Define:">Define:<a class="anchor-link" href="#Define:">&#182;</a></h4><p>The column "tweet_id" is contained in the 3 datasets (df_1, df_2, df_3). Therefore, df3<em>clean dataset and df</em> merge will be merge on the "tweet_id" column.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">wrangle_act</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">merge</span><span class="p">(</span><span class="n">df_merge</span><span class="p">,</span> <span class="n">df2_clean</span><span class="p">,</span> <span class="n">on</span><span class="o">=</span><span class="s2">&quot;tweet_id&quot;</span><span class="p">,</span> <span class="n">how</span><span class="o">=</span><span class="s2">&quot;left&quot;</span><span class="p">)</span>
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<h4 id="Test">Test<a class="anchor-link" href="#Test">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">wrangle_act</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<style scoped>
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        vertical-align: middle;
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    .dataframe tbody tr th {
        vertical-align: top;
    }

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</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>date_created</th>
      <th>source</th>
      <th>text</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
      <th>name</th>
      <th>doggo</th>
      <th>floofer</th>
      <th>pupper</th>
      <th>...</th>
      <th>image_number</th>
      <th>prediction_1</th>
      <th>prediction_1_confidence</th>
      <th>prediction_1_dog</th>
      <th>prediction_2</th>
      <th>prediction_2_confidence</th>
      <th>prediction_2_dog</th>
      <th>prediction_3</th>
      <th>prediction_3_confidence</th>
      <th>prediction_3_dog</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>892420643555336193</td>
      <td>2017-08-01 16:23:56</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Phineas. He's a mystical boy. Only eve...</td>
      <td>13</td>
      <td>10</td>
      <td>Phineas</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>1.0</td>
      <td>orange</td>
      <td>0.097049</td>
      <td>False</td>
      <td>bagel</td>
      <td>0.085851</td>
      <td>False</td>
      <td>banana</td>
      <td>0.076110</td>
      <td>False</td>
    </tr>
    <tr>
      <th>1</th>
      <td>892177421306343426</td>
      <td>2017-08-01 00:17:27</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Tilly. She's just checking pup on you....</td>
      <td>13</td>
      <td>10</td>
      <td>Tilly</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>1.0</td>
      <td>Chihuahua</td>
      <td>0.323581</td>
      <td>True</td>
      <td>Pekinese</td>
      <td>0.090647</td>
      <td>True</td>
      <td>papillon</td>
      <td>0.068957</td>
      <td>True</td>
    </tr>
    <tr>
      <th>2</th>
      <td>891815181378084864</td>
      <td>2017-07-31 00:18:03</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Archie. He is a rare Norwegian Pouncin...</td>
      <td>12</td>
      <td>10</td>
      <td>Archie</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>1.0</td>
      <td>Chihuahua</td>
      <td>0.716012</td>
      <td>True</td>
      <td>malamute</td>
      <td>0.078253</td>
      <td>True</td>
      <td>kelpie</td>
      <td>0.031379</td>
      <td>True</td>
    </tr>
    <tr>
      <th>3</th>
      <td>891689557279858688</td>
      <td>2017-07-30 15:58:51</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Darla. She commenced a snooze mid meal...</td>
      <td>13</td>
      <td>10</td>
      <td>Darla</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>1.0</td>
      <td>paper_towel</td>
      <td>0.170278</td>
      <td>False</td>
      <td>Labrador_retriever</td>
      <td>0.168086</td>
      <td>True</td>
      <td>spatula</td>
      <td>0.040836</td>
      <td>False</td>
    </tr>
    <tr>
      <th>4</th>
      <td>891327558926688256</td>
      <td>2017-07-29 16:00:24</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Franklin. He would like you to stop ca...</td>
      <td>12</td>
      <td>10</td>
      <td>Franklin</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>2.0</td>
      <td>basset</td>
      <td>0.555712</td>
      <td>True</td>
      <td>English_springer</td>
      <td>0.225770</td>
      <td>True</td>
      <td>German_short-haired_pointer</td>
      <td>0.175219</td>
      <td>True</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 25 columns</p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">wrangle_act</span><span class="o">.</span><span class="n">duplicated</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
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<pre>0</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">list</span><span class="p">(</span><span class="n">wrangle_act</span><span class="p">)</span>
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<pre>[&#39;tweet_id&#39;,
 &#39;date_created&#39;,
 &#39;source&#39;,
 &#39;text&#39;,
 &#39;rating_numerator&#39;,
 &#39;rating_denominator&#39;,
 &#39;name&#39;,
 &#39;doggo&#39;,
 &#39;floofer&#39;,
 &#39;pupper&#39;,
 &#39;puppo&#39;,
 &#39;rating&#39;,
 &#39;favorite_count&#39;,
 &#39;retweet_count&#39;,
 &#39;jpg_url&#39;,
 &#39;image_number&#39;,
 &#39;prediction_1&#39;,
 &#39;prediction_1_confidence&#39;,
 &#39;prediction_1_dog&#39;,
 &#39;prediction_2&#39;,
 &#39;prediction_2_confidence&#39;,
 &#39;prediction_2_dog&#39;,
 &#39;prediction_3&#39;,
 &#39;prediction_3_confidence&#39;,
 &#39;prediction_3_dog&#39;]</pre>
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<h2 id="Analyzing-and-Visualizing-Data">Analyzing and Visualizing Data<a class="anchor-link" href="#Analyzing-and-Visualizing-Data">&#182;</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">wrangle_act</span><span class="o">.</span><span class="n">favorite_count</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span><span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
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<pre>66.0        1
72.0        1
88.0        1
90.0        1
92.0        1
93.0        1
98.0        1
99.0        1
100.0       1
106.0       1
107.0       1
112.0       1
115.0       1
123.0       1
127.0       1
134.0       1
137.0       1
139.0       1
142.0       1
143.0       1
147.0       1
151.0       1
160.0       1
162.0       1
163.0       1
165.0       1
168.0       2
171.0       1
175.0       1
179.0       1
           ..
42891.0     1
43314.0     1
44418.0     1
46167.0     1
46448.0     1
46627.0     1
48468.0     1
49258.0     1
50170.0     1
53830.0     1
56688.0     1
57778.0     1
60001.0     1
62278.0     1
63046.0     1
66085.0     1
67065.0     1
69076.0     1
70358.0     1
70709.0     1
73240.0     1
73750.0     1
80336.0     1
82432.0     1
92551.0     1
106857.0    1
108556.0    1
111277.0    1
123739.0    1
144338.0    1
Name: favorite_count, Length: 1909, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">wrangle_act</span><span class="o">.</span><span class="n">retweet_count</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span><span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
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<pre>11.0       1
13.0       1
19.0       1
24.0       1
28.0       1
30.0       1
35.0       2
36.0       2
37.0       1
38.0       1
39.0       2
40.0       2
41.0       1
42.0       1
43.0       2
44.0       2
45.0       2
46.0       2
47.0       1
48.0       1
50.0       5
51.0       1
53.0       2
54.0       1
55.0       2
56.0       2
58.0       1
59.0       1
61.0       1
62.0       2
          ..
15689.0    1
15740.0    1
16084.0    1
16258.0    1
16308.0    1
16588.0    1
16837.0    1
16942.0    1
17734.0    1
19121.0    1
19200.0    1
19373.0    1
19629.0    1
19918.0    1
20685.0    1
21888.0    1
22670.0    1
25030.0    1
26186.0    1
26631.0    1
27668.0    1
28472.0    1
30075.0    1
32241.0    1
34438.0    1
37292.0    1
39792.0    1
51458.0    1
52672.0    1
70382.0    1
Name: retweet_count, Length: 1595, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">wrangle_act</span><span class="o">.</span><span class="n">rating</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span><span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
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<pre>0.1      8
0.2      9
0.3     18
0.4     16
0.5     35
0.6     32
0.7     54
0.8     96
0.9    156
1.0    433
1.1    411
1.2    475
1.3    308
1.4     38
Name: rating, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">wrangle_act</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">wrangle_act</span><span class="p">[</span><span class="s2">&quot;retweet_count&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">30000</span><span class="p">]</span>
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<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

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        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>date_created</th>
      <th>source</th>
      <th>text</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
      <th>name</th>
      <th>doggo</th>
      <th>floofer</th>
      <th>pupper</th>
      <th>...</th>
      <th>image_number</th>
      <th>prediction_1</th>
      <th>prediction_1_confidence</th>
      <th>prediction_1_dog</th>
      <th>prediction_2</th>
      <th>prediction_2_confidence</th>
      <th>prediction_2_dog</th>
      <th>prediction_3</th>
      <th>prediction_3_confidence</th>
      <th>prediction_3_dog</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>59</th>
      <td>879415818425184262</td>
      <td>2017-06-26 19:07:24</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Duddles. He did an attempt. 13/10 some...</td>
      <td>13</td>
      <td>10</td>
      <td>Duddles</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>1.0</td>
      <td>English_springer</td>
      <td>0.383404</td>
      <td>True</td>
      <td>Boston_bull</td>
      <td>0.134967</td>
      <td>True</td>
      <td>Cardigan</td>
      <td>0.110481</td>
      <td>True</td>
    </tr>
    <tr>
      <th>114</th>
      <td>866450705531457537</td>
      <td>2017-05-22 00:28:40</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Jamesy. He gives a kiss to every other...</td>
      <td>13</td>
      <td>10</td>
      <td>Jamesy</td>
      <td>None</td>
      <td>None</td>
      <td>pupper</td>
      <td>...</td>
      <td>2.0</td>
      <td>French_bulldog</td>
      <td>0.905334</td>
      <td>True</td>
      <td>Boston_bull</td>
      <td>0.078060</td>
      <td>True</td>
      <td>pug</td>
      <td>0.001771</td>
      <td>True</td>
    </tr>
    <tr>
      <th>325</th>
      <td>822872901745569793</td>
      <td>2017-01-21 18:26:02</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>Here's a super supportive puppo participating ...</td>
      <td>13</td>
      <td>10</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>1.0</td>
      <td>Lakeland_terrier</td>
      <td>0.196015</td>
      <td>True</td>
      <td>Labrador_retriever</td>
      <td>0.160329</td>
      <td>True</td>
      <td>Irish_terrier</td>
      <td>0.069126</td>
      <td>True</td>
    </tr>
    <tr>
      <th>348</th>
      <td>819004803107983360</td>
      <td>2017-01-11 02:15:36</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Bo. He was a very good First Doggo. 14...</td>
      <td>14</td>
      <td>10</td>
      <td>Bo</td>
      <td>doggo</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>1.0</td>
      <td>standard_poodle</td>
      <td>0.351308</td>
      <td>True</td>
      <td>toy_poodle</td>
      <td>0.271929</td>
      <td>True</td>
      <td>Tibetan_terrier</td>
      <td>0.094759</td>
      <td>True</td>
    </tr>
    <tr>
      <th>419</th>
      <td>807106840509214720</td>
      <td>2016-12-09 06:17:20</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Stephan. He just wants to help. 13/10 ...</td>
      <td>13</td>
      <td>10</td>
      <td>Stephan</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>1.0</td>
      <td>Chihuahua</td>
      <td>0.505370</td>
      <td>True</td>
      <td>Pomeranian</td>
      <td>0.120358</td>
      <td>True</td>
      <td>toy_terrier</td>
      <td>0.077008</td>
      <td>True</td>
    </tr>
    <tr>
      <th>421</th>
      <td>806629075125202948</td>
      <td>2016-12-07 22:38:52</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>"Good afternoon class today we're going to lea...</td>
      <td>13</td>
      <td>10</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>2.0</td>
      <td>Arabian_camel</td>
      <td>0.366248</td>
      <td>False</td>
      <td>house_finch</td>
      <td>0.209852</td>
      <td>False</td>
      <td>cocker_spaniel</td>
      <td>0.046403</td>
      <td>True</td>
    </tr>
    <tr>
      <th>821</th>
      <td>744234799360020481</td>
      <td>2016-06-18 18:26:18</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>Here's a doggo realizing you can stand in a po...</td>
      <td>13</td>
      <td>10</td>
      <td>None</td>
      <td>doggo</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>1.0</td>
      <td>Labrador_retriever</td>
      <td>0.825333</td>
      <td>True</td>
      <td>ice_bear</td>
      <td>0.044681</td>
      <td>False</td>
      <td>whippet</td>
      <td>0.018442</td>
      <td>True</td>
    </tr>
    <tr>
      <th>858</th>
      <td>739238157791694849</td>
      <td>2016-06-04 23:31:25</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>Here's a doggo blowing bubbles. It's downright...</td>
      <td>13</td>
      <td>10</td>
      <td>None</td>
      <td>doggo</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>1.0</td>
      <td>Eskimo_dog</td>
      <td>0.503372</td>
      <td>True</td>
      <td>Siberian_husky</td>
      <td>0.390413</td>
      <td>True</td>
      <td>malamute</td>
      <td>0.080901</td>
      <td>True</td>
    </tr>
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<p>8 rows × 25 columns</p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">wrangle_act</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">wrangle_act</span><span class="p">[</span><span class="s2">&quot;favorite_count&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">90000</span><span class="p">]</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>date_created</th>
      <th>source</th>
      <th>text</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
      <th>name</th>
      <th>doggo</th>
      <th>floofer</th>
      <th>pupper</th>
      <th>...</th>
      <th>image_number</th>
      <th>prediction_1</th>
      <th>prediction_1_confidence</th>
      <th>prediction_1_dog</th>
      <th>prediction_2</th>
      <th>prediction_2_confidence</th>
      <th>prediction_2_dog</th>
      <th>prediction_3</th>
      <th>prediction_3_confidence</th>
      <th>prediction_3_dog</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>59</th>
      <td>879415818425184262</td>
      <td>2017-06-26 19:07:24</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Duddles. He did an attempt. 13/10 some...</td>
      <td>13</td>
      <td>10</td>
      <td>Duddles</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>1.0</td>
      <td>English_springer</td>
      <td>0.383404</td>
      <td>True</td>
      <td>Boston_bull</td>
      <td>0.134967</td>
      <td>True</td>
      <td>Cardigan</td>
      <td>0.110481</td>
      <td>True</td>
    </tr>
    <tr>
      <th>114</th>
      <td>866450705531457537</td>
      <td>2017-05-22 00:28:40</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Jamesy. He gives a kiss to every other...</td>
      <td>13</td>
      <td>10</td>
      <td>Jamesy</td>
      <td>None</td>
      <td>None</td>
      <td>pupper</td>
      <td>...</td>
      <td>2.0</td>
      <td>French_bulldog</td>
      <td>0.905334</td>
      <td>True</td>
      <td>Boston_bull</td>
      <td>0.078060</td>
      <td>True</td>
      <td>pug</td>
      <td>0.001771</td>
      <td>True</td>
    </tr>
    <tr>
      <th>325</th>
      <td>822872901745569793</td>
      <td>2017-01-21 18:26:02</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>Here's a super supportive puppo participating ...</td>
      <td>13</td>
      <td>10</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>1.0</td>
      <td>Lakeland_terrier</td>
      <td>0.196015</td>
      <td>True</td>
      <td>Labrador_retriever</td>
      <td>0.160329</td>
      <td>True</td>
      <td>Irish_terrier</td>
      <td>0.069126</td>
      <td>True</td>
    </tr>
    <tr>
      <th>419</th>
      <td>807106840509214720</td>
      <td>2016-12-09 06:17:20</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Stephan. He just wants to help. 13/10 ...</td>
      <td>13</td>
      <td>10</td>
      <td>Stephan</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>1.0</td>
      <td>Chihuahua</td>
      <td>0.505370</td>
      <td>True</td>
      <td>Pomeranian</td>
      <td>0.120358</td>
      <td>True</td>
      <td>toy_terrier</td>
      <td>0.077008</td>
      <td>True</td>
    </tr>
    <tr>
      <th>821</th>
      <td>744234799360020481</td>
      <td>2016-06-18 18:26:18</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>Here's a doggo realizing you can stand in a po...</td>
      <td>13</td>
      <td>10</td>
      <td>None</td>
      <td>doggo</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>1.0</td>
      <td>Labrador_retriever</td>
      <td>0.825333</td>
      <td>True</td>
      <td>ice_bear</td>
      <td>0.044681</td>
      <td>False</td>
      <td>whippet</td>
      <td>0.018442</td>
      <td>True</td>
    </tr>
    <tr>
      <th>858</th>
      <td>739238157791694849</td>
      <td>2016-06-04 23:31:25</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>Here's a doggo blowing bubbles. It's downright...</td>
      <td>13</td>
      <td>10</td>
      <td>None</td>
      <td>doggo</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>1.0</td>
      <td>Eskimo_dog</td>
      <td>0.503372</td>
      <td>True</td>
      <td>Siberian_husky</td>
      <td>0.390413</td>
      <td>True</td>
      <td>malamute</td>
      <td>0.080901</td>
      <td>True</td>
    </tr>
  </tbody>
</table>
<p>6 rows × 25 columns</p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">wrangle_act</span><span class="o">.</span><span class="n">rating</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>1.2    475
1.0    433
1.1    411
1.3    308
0.9    156
0.8     96
0.7     54
1.4     38
0.5     35
0.6     32
0.3     18
0.4     16
0.2      9
0.1      8
Name: rating, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">wrangle_act</span><span class="o">.</span><span class="n">describe</span><span class="p">()</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
      <th>rating</th>
      <th>favorite_count</th>
      <th>retweet_count</th>
      <th>image_number</th>
      <th>prediction_1_confidence</th>
      <th>prediction_2_confidence</th>
      <th>prediction_3_confidence</th>
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      <th>count</th>
      <td>2.089000e+03</td>
      <td>2089.000000</td>
      <td>2089.0</td>
      <td>2089.000000</td>
      <td>2081.000000</td>
      <td>2081.000000</td>
      <td>1970.000000</td>
      <td>1970.000000</td>
      <td>1.970000e+03</td>
      <td>1.970000e+03</td>
    </tr>
    <tr>
      <th>mean</th>
      <td>7.363254e+17</td>
      <td>10.602202</td>
      <td>10.0</td>
      <td>1.060220</td>
      <td>7745.535320</td>
      <td>2285.456511</td>
      <td>1.204569</td>
      <td>0.594519</td>
      <td>1.344090e-01</td>
      <td>6.025797e-02</td>
    </tr>
    <tr>
      <th>std</th>
      <td>6.738721e+16</td>
      <td>2.191549</td>
      <td>0.0</td>
      <td>0.219155</td>
      <td>11309.753027</td>
      <td>4030.092507</td>
      <td>0.563202</td>
      <td>0.272299</td>
      <td>1.008058e-01</td>
      <td>5.102189e-02</td>
    </tr>
    <tr>
      <th>min</th>
      <td>6.660209e+17</td>
      <td>1.000000</td>
      <td>10.0</td>
      <td>0.100000</td>
      <td>66.000000</td>
      <td>11.000000</td>
      <td>1.000000</td>
      <td>0.044333</td>
      <td>1.011300e-08</td>
      <td>1.740170e-10</td>
    </tr>
    <tr>
      <th>25%</th>
      <td>6.762636e+17</td>
      <td>10.000000</td>
      <td>10.0</td>
      <td>1.000000</td>
      <td>1663.000000</td>
      <td>492.000000</td>
      <td>1.000000</td>
      <td>0.362857</td>
      <td>5.351907e-02</td>
      <td>1.606823e-02</td>
    </tr>
    <tr>
      <th>50%</th>
      <td>7.091984e+17</td>
      <td>11.000000</td>
      <td>10.0</td>
      <td>1.100000</td>
      <td>3510.000000</td>
      <td>1100.000000</td>
      <td>1.000000</td>
      <td>0.588620</td>
      <td>1.175870e-01</td>
      <td>4.947920e-02</td>
    </tr>
    <tr>
      <th>75%</th>
      <td>7.881506e+17</td>
      <td>12.000000</td>
      <td>10.0</td>
      <td>1.200000</td>
      <td>9619.000000</td>
      <td>2600.000000</td>
      <td>1.000000</td>
      <td>0.847216</td>
      <td>1.955197e-01</td>
      <td>9.159438e-02</td>
    </tr>
    <tr>
      <th>max</th>
      <td>8.924206e+17</td>
      <td>14.000000</td>
      <td>10.0</td>
      <td>1.400000</td>
      <td>144338.000000</td>
      <td>70382.000000</td>
      <td>4.000000</td>
      <td>1.000000</td>
      <td>4.880140e-01</td>
      <td>2.734190e-01</td>
    </tr>
  </tbody>
</table>
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<h3 id="Insights:">Insights:<a class="anchor-link" href="#Insights:">&#182;</a></h3><blockquote><ol>
<li><p>tweets that has the highest retweet_counts also have the highest favorite_counts(likes). This can be proven from the correlation heatmap where the correlation index between retweet_count and favorite_count is 0.93. This is a near perfect correlation and demostrates the fact that, higher favorite_counts also corresponds to a higher retweet_counts.</p>
</li>
<li><p>The ratings are saturated close to the mean rating (1.06) with a standard deviation of 0.219. This shows us that the rating for each tweet are not too disperse from the other. In conclusin, most tweets are rated within a close rating margin.</p>
</li>
<li><p>No "favorite_count" and "retweet_count" is independent of the dog type, as no particular dog type dominates among the highest_rated retweet and favorites.</p>
</li>
<li><p>The correlation between the "rating" to the "favorite_count" and "retweet_count" is not too strong (0.38) and (0.29) respectively. This tells us that the rating given to any particular dog tweet does not directly affect the favorite and retweet counts of that tweet in a big way, rather, its a combianation of it and some other factors.</p>
</li>
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<h3 id="Visualization">Visualization<a class="anchor-link" href="#Visualization">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Bar plot of the value counts for the &quot;rating&quot;(rating_numerator divided by rating_denominator)</span>
<span class="n">rating_plot</span> <span class="o">=</span> <span class="n">wrangle_act</span><span class="p">[</span><span class="s2">&quot;rating&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
<span class="n">rating_plot</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">kind</span><span class="o">=</span><span class="s2">&quot;bar&quot;</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span><span class="mi">8</span><span class="p">),</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;Plot of rating value_counts&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Rating&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Value_counts&quot;</span><span class="p">);</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Heatmap of the correlation between variables in the dataframe</span>
<span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
<span class="n">sns</span><span class="o">.</span><span class="n">heatmap</span><span class="p">(</span><span class="n">wrangle_act</span><span class="o">.</span><span class="n">corr</span><span class="p">(),</span> <span class="n">cmap</span><span class="o">=</span><span class="s2">&quot;YlGnBu&quot;</span><span class="p">,</span> <span class="n">annot</span><span class="o">=</span><span class="kc">True</span><span class="p">);</span>
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