Practical_4.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "waDh5QLpjI4K"
      },
      "outputs": [],
      "source": [
        "import numpy as np\n",
        "import pandas as pd"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "attdDay1 = pd.read_excel('Practical-4.xlsx',\"Sheet1\")\n",
        "attdDay2 = pd.read_excel('Practical-4.xlsx',\"Sheet2\")"
      ],
      "metadata": {
        "id": "HxE-fHwhjS9x"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "print(attdDay1.head(),\"\\n\")\n",
        "print(attdDay2.head())"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "USgrvyFOjUcn",
        "outputId": "021ecb3f-4dd7-4627-b715-0e5ee47e6b91"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "       Name Time of Joining  Duration\n",
            "0  Anshuman        11:00:00        30\n",
            "1  Abhishek        11:05:00        40\n",
            "2     Aatif        11:04:00        50\n",
            "3      Ajay        11:03:00        30\n",
            "4     Anand        11:10:00        30 \n",
            "\n",
            "        Name Time of Joining  Duration\n",
            "0   Anshuman        11:00:00        50\n",
            "1   Abhishek        11:06:00        30\n",
            "2  Deepanshu        11:10:00        40\n",
            "3       Ajay        11:09:00        40\n",
            "4      Anand        11:10:00        50\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "pd.merge(attdDay1,attdDay2,how='inner',on='Name')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 363
        },
        "id": "gmWm-21FjYij",
        "outputId": "f6d7f0bb-c11a-4218-c005-b0605e246e3a"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "       Name Time of Joining_x  Duration_x Time of Joining_y  Duration_y\n",
              "0  Anshuman          11:00:00          30          11:00:00          50\n",
              "1  Abhishek          11:05:00          40          11:06:00          30\n",
              "2      Ajay          11:03:00          30          11:09:00          40\n",
              "3     Anand          11:10:00          30          11:10:00          50\n",
              "4    Anurag          11:08:00          40          11:08:00          30\n",
              "5     Arpit          11:05:00          40          11:08:00          40\n",
              "6    Bhavya          11:02:00          40          11:14:00          30\n",
              "7    Dinesh          11:03:00          30          11:02:00          50\n",
              "8      Ishu          11:00:00          50          11:00:00          50\n",
              "9     Harsh          11:11:00          40          11:09:00          40"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-b4414f1b-ed83-4f75-9f35-e551a71bf2c7\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Name</th>\n",
              "      <th>Time of Joining_x</th>\n",
              "      <th>Duration_x</th>\n",
              "      <th>Time of Joining_y</th>\n",
              "      <th>Duration_y</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Anshuman</td>\n",
              "      <td>11:00:00</td>\n",
              "      <td>30</td>\n",
              "      <td>11:00:00</td>\n",
              "      <td>50</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Abhishek</td>\n",
              "      <td>11:05:00</td>\n",
              "      <td>40</td>\n",
              "      <td>11:06:00</td>\n",
              "      <td>30</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Ajay</td>\n",
              "      <td>11:03:00</td>\n",
              "      <td>30</td>\n",
              "      <td>11:09:00</td>\n",
              "      <td>40</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Anand</td>\n",
              "      <td>11:10:00</td>\n",
              "      <td>30</td>\n",
              "      <td>11:10:00</td>\n",
              "      <td>50</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Anurag</td>\n",
              "      <td>11:08:00</td>\n",
              "      <td>40</td>\n",
              "      <td>11:08:00</td>\n",
              "      <td>30</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>Arpit</td>\n",
              "      <td>11:05:00</td>\n",
              "      <td>40</td>\n",
              "      <td>11:08:00</td>\n",
              "      <td>40</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>Bhavya</td>\n",
              "      <td>11:02:00</td>\n",
              "      <td>40</td>\n",
              "      <td>11:14:00</td>\n",
              "      <td>30</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>Dinesh</td>\n",
              "      <td>11:03:00</td>\n",
              "      <td>30</td>\n",
              "      <td>11:02:00</td>\n",
              "      <td>50</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>Ishu</td>\n",
              "      <td>11:00:00</td>\n",
              "      <td>50</td>\n",
              "      <td>11:00:00</td>\n",
              "      <td>50</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>Harsh</td>\n",
              "      <td>11:11:00</td>\n",
              "      <td>40</td>\n",
              "      <td>11:09:00</td>\n",
              "      <td>40</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-b4414f1b-ed83-4f75-9f35-e551a71bf2c7')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-b4414f1b-ed83-4f75-9f35-e551a71bf2c7 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-b4414f1b-ed83-4f75-9f35-e551a71bf2c7');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 4
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "either_day = pd.merge(attdDay1,attdDay2,how='outer',on='Name')\n",
        "either_day"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 676
        },
        "id": "T-rx77wEjbAi",
        "outputId": "e8f070e4-4e84-4bbf-f188-0d294728be8e"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "         Name Time of Joining_x  Duration_x Time of Joining_y  Duration_y\n",
              "0    Anshuman          11:00:00        30.0          11:00:00        50.0\n",
              "1    Abhishek          11:05:00        40.0          11:06:00        30.0\n",
              "2       Aatif          11:04:00        50.0               NaN         NaN\n",
              "3        Ajay          11:03:00        30.0          11:09:00        40.0\n",
              "4       Anand          11:10:00        30.0          11:10:00        50.0\n",
              "5     Anubhav          11:15:00        40.0               NaN         NaN\n",
              "6      Anurag          11:08:00        40.0          11:08:00        30.0\n",
              "7       Arpit          11:05:00        40.0          11:08:00        40.0\n",
              "8      Anjali          11:18:00        30.0               NaN         NaN\n",
              "9      Bhavya          11:02:00        40.0          11:14:00        30.0\n",
              "10     Dinesh          11:03:00        30.0          11:02:00        50.0\n",
              "11       Ishu          11:00:00        50.0          11:00:00        50.0\n",
              "12     Garish          11:09:00        50.0               NaN         NaN\n",
              "13      Harsh          11:11:00        40.0          11:09:00        40.0\n",
              "14      Kunal          11:05:00        50.0               NaN         NaN\n",
              "15  Deepanshu               NaN         NaN          11:10:00        40.0\n",
              "16     Bharat               NaN         NaN          11:12:00        30.0\n",
              "17  Divyanshu               NaN         NaN          11:13:00        40.0\n",
              "18     Japesh               NaN         NaN          11:08:00        30.0\n",
              "19     Jeevan               NaN         NaN          11:06:00        30.0"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-57445168-138f-45ab-b71d-7a961eae8b62\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Name</th>\n",
              "      <th>Time of Joining_x</th>\n",
              "      <th>Duration_x</th>\n",
              "      <th>Time of Joining_y</th>\n",
              "      <th>Duration_y</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Anshuman</td>\n",
              "      <td>11:00:00</td>\n",
              "      <td>30.0</td>\n",
              "      <td>11:00:00</td>\n",
              "      <td>50.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Abhishek</td>\n",
              "      <td>11:05:00</td>\n",
              "      <td>40.0</td>\n",
              "      <td>11:06:00</td>\n",
              "      <td>30.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Aatif</td>\n",
              "      <td>11:04:00</td>\n",
              "      <td>50.0</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Ajay</td>\n",
              "      <td>11:03:00</td>\n",
              "      <td>30.0</td>\n",
              "      <td>11:09:00</td>\n",
              "      <td>40.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Anand</td>\n",
              "      <td>11:10:00</td>\n",
              "      <td>30.0</td>\n",
              "      <td>11:10:00</td>\n",
              "      <td>50.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>Anubhav</td>\n",
              "      <td>11:15:00</td>\n",
              "      <td>40.0</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>Anurag</td>\n",
              "      <td>11:08:00</td>\n",
              "      <td>40.0</td>\n",
              "      <td>11:08:00</td>\n",
              "      <td>30.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>Arpit</td>\n",
              "      <td>11:05:00</td>\n",
              "      <td>40.0</td>\n",
              "      <td>11:08:00</td>\n",
              "      <td>40.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>Anjali</td>\n",
              "      <td>11:18:00</td>\n",
              "      <td>30.0</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>Bhavya</td>\n",
              "      <td>11:02:00</td>\n",
              "      <td>40.0</td>\n",
              "      <td>11:14:00</td>\n",
              "      <td>30.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>Dinesh</td>\n",
              "      <td>11:03:00</td>\n",
              "      <td>30.0</td>\n",
              "      <td>11:02:00</td>\n",
              "      <td>50.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>Ishu</td>\n",
              "      <td>11:00:00</td>\n",
              "      <td>50.0</td>\n",
              "      <td>11:00:00</td>\n",
              "      <td>50.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>Garish</td>\n",
              "      <td>11:09:00</td>\n",
              "      <td>50.0</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>Harsh</td>\n",
              "      <td>11:11:00</td>\n",
              "      <td>40.0</td>\n",
              "      <td>11:09:00</td>\n",
              "      <td>40.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>Kunal</td>\n",
              "      <td>11:05:00</td>\n",
              "      <td>50.0</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>Deepanshu</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>11:10:00</td>\n",
              "      <td>40.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>Bharat</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>11:12:00</td>\n",
              "      <td>30.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>Divyanshu</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>11:13:00</td>\n",
              "      <td>40.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>Japesh</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>11:08:00</td>\n",
              "      <td>30.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>Jeevan</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>11:06:00</td>\n",
              "      <td>30.0</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-57445168-138f-45ab-b71d-7a961eae8b62')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-57445168-138f-45ab-b71d-7a961eae8b62 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-57445168-138f-45ab-b71d-7a961eae8b62');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 5
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "either_day['Name'].count()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "uuGqa8QJjdKx",
        "outputId": "08dc7f16-d5bb-4a57-f160-f982a688b8da"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "20"
            ]
          },
          "metadata": {},
          "execution_count": 6
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "both_days = pd.merge(attdDay1,attdDay2,how='outer',on=['Name','Duration']).copy()\n",
        "both_days.fillna(value='-',inplace=True)\n",
        "both_days.set_index(['Name','Duration'])"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 927
        },
        "id": "RsePNvInjfUQ",
        "outputId": "591d921f-44cd-4ba2-bf3a-57f2b27cdf32"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                   Time of Joining_x Time of Joining_y\n",
              "Name      Duration                                    \n",
              "Anshuman  30                11:00:00                 -\n",
              "Abhishek  40                11:05:00                 -\n",
              "Aatif     50                11:04:00                 -\n",
              "Ajay      30                11:03:00                 -\n",
              "Anand     30                11:10:00                 -\n",
              "Anubhav   40                11:15:00                 -\n",
              "Anurag    40                11:08:00                 -\n",
              "Arpit     40                11:05:00          11:08:00\n",
              "Anjali    30                11:18:00                 -\n",
              "Bhavya    40                11:02:00                 -\n",
              "Dinesh    30                11:03:00                 -\n",
              "Ishu      50                11:00:00          11:00:00\n",
              "Garish    50                11:09:00                 -\n",
              "Harsh     40                11:11:00          11:09:00\n",
              "Kunal     50                11:05:00                 -\n",
              "Anshuman  50                       -          11:00:00\n",
              "Abhishek  30                       -          11:06:00\n",
              "Deepanshu 40                       -          11:10:00\n",
              "Ajay      40                       -          11:09:00\n",
              "Anand     50                       -          11:10:00\n",
              "Bharat    30                       -          11:12:00\n",
              "Anurag    30                       -          11:08:00\n",
              "Divyanshu 40                       -          11:13:00\n",
              "Bhavya    30                       -          11:14:00\n",
              "Dinesh    50                       -          11:02:00\n",
              "Japesh    30                       -          11:08:00\n",
              "Jeevan    30                       -          11:06:00"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-1a038843-9597-4676-82da-c6aa53580378\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th>Time of Joining_x</th>\n",
              "      <th>Time of Joining_y</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Name</th>\n",
              "      <th>Duration</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>Anshuman</th>\n",
              "      <th>30</th>\n",
              "      <td>11:00:00</td>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Abhishek</th>\n",
              "      <th>40</th>\n",
              "      <td>11:05:00</td>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Aatif</th>\n",
              "      <th>50</th>\n",
              "      <td>11:04:00</td>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Ajay</th>\n",
              "      <th>30</th>\n",
              "      <td>11:03:00</td>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Anand</th>\n",
              "      <th>30</th>\n",
              "      <td>11:10:00</td>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Anubhav</th>\n",
              "      <th>40</th>\n",
              "      <td>11:15:00</td>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Anurag</th>\n",
              "      <th>40</th>\n",
              "      <td>11:08:00</td>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Arpit</th>\n",
              "      <th>40</th>\n",
              "      <td>11:05:00</td>\n",
              "      <td>11:08:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Anjali</th>\n",
              "      <th>30</th>\n",
              "      <td>11:18:00</td>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Bhavya</th>\n",
              "      <th>40</th>\n",
              "      <td>11:02:00</td>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Dinesh</th>\n",
              "      <th>30</th>\n",
              "      <td>11:03:00</td>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Ishu</th>\n",
              "      <th>50</th>\n",
              "      <td>11:00:00</td>\n",
              "      <td>11:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Garish</th>\n",
              "      <th>50</th>\n",
              "      <td>11:09:00</td>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Harsh</th>\n",
              "      <th>40</th>\n",
              "      <td>11:11:00</td>\n",
              "      <td>11:09:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Kunal</th>\n",
              "      <th>50</th>\n",
              "      <td>11:05:00</td>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Anshuman</th>\n",
              "      <th>50</th>\n",
              "      <td>-</td>\n",
              "      <td>11:00:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Abhishek</th>\n",
              "      <th>30</th>\n",
              "      <td>-</td>\n",
              "      <td>11:06:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Deepanshu</th>\n",
              "      <th>40</th>\n",
              "      <td>-</td>\n",
              "      <td>11:10:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Ajay</th>\n",
              "      <th>40</th>\n",
              "      <td>-</td>\n",
              "      <td>11:09:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Anand</th>\n",
              "      <th>50</th>\n",
              "      <td>-</td>\n",
              "      <td>11:10:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Bharat</th>\n",
              "      <th>30</th>\n",
              "      <td>-</td>\n",
              "      <td>11:12:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Anurag</th>\n",
              "      <th>30</th>\n",
              "      <td>-</td>\n",
              "      <td>11:08:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Divyanshu</th>\n",
              "      <th>40</th>\n",
              "      <td>-</td>\n",
              "      <td>11:13:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Bhavya</th>\n",
              "      <th>30</th>\n",
              "      <td>-</td>\n",
              "      <td>11:14:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Dinesh</th>\n",
              "      <th>50</th>\n",
              "      <td>-</td>\n",
              "      <td>11:02:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Japesh</th>\n",
              "      <th>30</th>\n",
              "      <td>-</td>\n",
              "      <td>11:08:00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Jeevan</th>\n",
              "      <th>30</th>\n",
              "      <td>-</td>\n",
              "      <td>11:06:00</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-1a038843-9597-4676-82da-c6aa53580378')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-1a038843-9597-4676-82da-c6aa53580378 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-1a038843-9597-4676-82da-c6aa53580378');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 7
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "MxFpR8TLjiJy"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}