-
Notifications
You must be signed in to change notification settings - Fork 0
/
README.Rmd
97 lines (77 loc) · 2.8 KB
/
README.Rmd
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
---
output: github_document
---
<!-- README.md is generated from README.Rmd. Please edit that file -->
```{r, include = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.path = "man/figures/README-",
out.width = "100%"
)
```
# tibbleexplorer
<!-- badges: start -->
[![Lifecycle: experimental](https://img.shields.io/badge/lifecycle-experimental-orange.svg)](https://www.tidyverse.org/lifecycle/#experimental)
[![Travis build status](https://travis-ci.org/MohammedFCIS/tibbleexplorer.svg?branch=master)](https://travis-ci.org/MohammedFCIS/tibbleexplorer)
[![AppVeyor build status](https://ci.appveyor.com/api/projects/status/github/MohammedFCIS/tibbleexplorer?branch=master&svg=true)](https://ci.appveyor.com/project/MohammedFCIS/tibbleexplorer)
<!-- badges: end -->
## Overview
The goal of tibbleexplorer is to provide an attractive and easy to use simple
shiny UI for `R` tibbles fields exploration.
The application consists of the following modules that gives statistical
information about each type category of features and an overview of the tibble
itself:
- **Overview**
<!-- insert a screenshot here -->
- **Categorical Features**
<!-- insert a screenshot here -->
- **Numerical Features**
<!-- insert a screenshot here -->
- **DateTime Features**
<!-- insert a screenshot here -->
- **Character Features**
<!-- insert a screenshot here -->
### Overview
<!-- shiny dashboard https://rstudio.github.io/shinydashboard/structure.html#boxes -->
<!-- controls to use https://github.com/dreamRs/shinyWidgets -->
<!-- https://github.com/dcomtois/summarytools -->
<!-- https://boxuancui.github.io/DataExplorer/articles/dataexplorer-intro.html -->
<!-- other charts to use https://www.r-graph-gallery.com/ -->
- Features and their datatypes:
- Features Diagram <!-- https://christophergandrud.github.io/networkD3/ -->
<!-- https://www.r-graph-gallery.com/339-circular-dendrogram-with-ggraph.html -->
- Features statistics overview
- Tibble statistics:
- Number of observations
- Number of features
- Number of categorical features
- Number of numerical features
- Number of datetime features
- Number of character features
- Charts:
- Missing data plots
### Categorical Features
- Charts:
- Levels Frequency
- Cross Tabulations (with Chi-square)
### Numerical Features:
- Charts:
- Descriptive Statistics
## Installation
You can install the released version of tibbleexplorer from
[CRAN](https://CRAN.R-project.org) with:
``` r
install.packages("tibbleexplorer")
```
And the development version from [GitHub](https://github.com/) with:
``` r
# install.packages("devtools")
devtools::install_github("MohammedFCIS/tibbleexplorer")
```
## Example
This is a basic example which shows you how to solve a common problem:
```{r example, eval=FALSE}
library(MASS)
tibbleexplorer::run_app(birthwt)
```