Profiling_v4.ipynb

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  "metadata": {
    "colab": {
      "name": "Profiling-v4.ipynb",
      "provenance": [],
      "toc_visible": true,
      "authorship_tag": "ABX9TyP2uYoyrQliK7Cs+Qz8f3MG",
      "include_colab_link": true
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    "kernelspec": {
      "name": "ir",
      "display_name": "R"
    }
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  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/patternproject/r.sb.pos.1/blob/main/Profiling_v4.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "noaAPtdaC8xw"
      },
      "source": [
        "#Read Me\n",
        "\n",
        "## Random Sampling for Further Questioning of Survey Data for POS\n",
        "## Using R"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "k890GDJaC_p_"
      },
      "source": [
        "#History\n",
        "\n",
        "v1: Random Sampling the Survey Participants for Further Probing\n",
        "\n",
        "v2: WIP\n",
        "\n",
        "v3: Completed\n",
        "\n",
        "v4: Profiling - build on the Random Sample generated earlier. This is the prepwork before the call"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "XN_Qfmi7DJOg"
      },
      "source": [
        "## Library Setup"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "QgbHU4mJCw4a",
        "outputId": "18db467a-28fb-47f0-debb-63f4b80180fb",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 69
        }
      },
      "source": [
        "# library\n",
        "library(ggplot2)\n",
        "library(tidyverse)\n",
        "install.packages(\"readxl\")\n",
        "library(readxl)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Installing package into ‘/usr/local/lib/R/site-library’\n",
            "(as ‘lib’ is unspecified)\n",
            "\n"
          ],
          "name": "stderr"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "l7pqRZGdKWCc"
      },
      "source": [
        "#install.packages(\"openxlsx\")\n",
        "library(openxlsx)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "On3li17bEZA_"
      },
      "source": [
        "# Input Data"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "7Y4MuOS1DLtQ",
        "outputId": "b75a74d0-5d4f-4bcf-e9d2-8db0c4378e5b",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        }
      },
      "source": [
        "excel_sheets('Assignment_Without.xlsx')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "[1] \"Sheet 1\""
            ],
            "text/latex": "'Sheet 1'",
            "text/markdown": "'Sheet 1'",
            "text/html": [
              "'Sheet 1'"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vgLsPuQfEGl2"
      },
      "source": [
        "df_with = read_excel('Assignment_With.xlsx')"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "CCk_sGcXERpz"
      },
      "source": [
        "df_without = read_excel('Assignment_Without.xlsx')"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "jRVGwkqhEXrR",
        "outputId": "99e1a262-3622-4914-99ec-55b88c9b064a",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 592
        }
      },
      "source": [
        "glimpse(df_with)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Rows: 40\n",
            "Columns: 30\n",
            "$ EmployeeCode                                                                                                             \u001b[3m\u001b[90m<dbl>\u001b[39m\u001b[23m …\n",
            "$ UserName                                                                                                                 \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ BusinessUnit                                                                                                             \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ Department                                                                                                               \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Name of the Outlet`                                                                                                     \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Contact Information`                                                                                                    \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Point-of-Contact (Your Name)`                                                                                           \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ Address                                                                                                                  \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Name of POS`                                                                                                            \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ City                                                                                                                     \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `How many employees do you have per outlet?`                                                                             \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Please choose the type of organization you are:`                                                                        \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `How satisfied are you with your current Point-of-Sale system?`                                                          \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `What language is your Point-of-Sale system in?`                                                                         \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `What device do you use for accessing your Point-of-Sale system?`                                                        \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Please choose the kind of Point-of-Sale you would like to have:`                                                        \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Please choose how you would like your Point-of-Sale system:`                                                            \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Do you have internet access at your outlet?`                                                                            \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Please state the name of the internet service used at your outlet:`                                                     \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `How much do you face internet service disruption?`                                                                      \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Does your outlet have a secondary/back-up internet service available? If yes, please state its name:`                   \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Do you offer discounts to your customers?`                                                                              \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Do you store customer related data?`                                                                                    \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `How did you pay/are paying for your current Point-of-Sale system?`                                                      \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:`                \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:`  \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?`    \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR:` \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `What are the most important features in a Point-of-Sale system? You may choose multiple options.`                       \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ Survey_Assignment                                                                                                        \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "SqbzGamLHY4k",
        "outputId": "2b96f062-7df2-479c-d5ba-2d8adf5bb295",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 431
        }
      },
      "source": [
        "head(df_with,1)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "  EmployeeCode UserName     BusinessUnit            Department           \n",
              "1 34314        Umer  Khalid Customer Services North Operations - CS North\n",
              "  Name of the Outlet Contact Information Point-of-Contact (Your Name)\n",
              "1 Khattak Pharmacy   051-5125493         Umer Khalid                 \n",
              "  Address           Name of POS City       ⋯\n",
              "1 Chota bazar sadar Abuzar      Rawalpindi ⋯\n",
              "  Does your outlet have a secondary/back-up internet service available? If yes, please state its name:\n",
              "1 Na                                                                                                  \n",
              "  Do you offer discounts to your customers? Do you store customer related data?\n",
              "1 No                                        No                                 \n",
              "  How did you pay/are paying for your current Point-of-Sale system?\n",
              "1 Yearly plan                                                      \n",
              "  What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:\n",
              "1 Cash                                                                                                   \n",
              "  How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:\n",
              "1 1 Month                                                                                                              \n",
              "  If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?\n",
              "1 More functionalities                                                                                               \n",
              "  If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR:\n",
              "1 Yearly Plan: (Na)                                                                                                     \n",
              "  What are the most important features in a Point-of-Sale system? You may choose multiple options.\n",
              "1 Employee management, Sales reports                                                              \n",
              "  Survey_Assignment\n",
              "1 Burhan           "
            ],
            "text/latex": "A tibble: 1 × 30\n\\begin{tabular}{lllllllllllllllllllll}\n EmployeeCode & UserName & BusinessUnit & Department & Name of the Outlet & Contact Information & Point-of-Contact (Your Name) & Address & Name of POS & City & ⋯ & Does your outlet have a secondary/back-up internet service available? If yes, please state its name: & Do you offer discounts to your customers? & Do you store customer related data? & How did you pay/are paying for your current Point-of-Sale system? & What types of payment do you accept through your Point-of-Sale system? You may choose multiple options: & How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days: & If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons? & If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: & What are the most important features in a Point-of-Sale system? You may choose multiple options. & Survey\\_Assignment\\\\\n <dbl> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & ⋯ & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr>\\\\\n\\hline\n\t 34314 & Umer  Khalid & Customer Services North & Operations - CS North & Khattak Pharmacy & 051-5125493 & Umer Khalid & Chota bazar sadar & Abuzar & Rawalpindi & ⋯ & Na & No & No & Yearly plan & Cash & 1 Month & More functionalities & Yearly Plan: (Na) & Employee management, Sales reports & Burhan\\\\\n\\end{tabular}\n",
            "text/markdown": "\nA tibble: 1 × 30\n\n| EmployeeCode &lt;dbl&gt; | UserName &lt;chr&gt; | BusinessUnit &lt;chr&gt; | Department &lt;chr&gt; | Name of the Outlet &lt;chr&gt; | Contact Information &lt;chr&gt; | Point-of-Contact (Your Name) &lt;chr&gt; | Address &lt;chr&gt; | Name of POS &lt;chr&gt; | City &lt;chr&gt; | ⋯ ⋯ | Does your outlet have a secondary/back-up internet service available? If yes, please state its name: &lt;chr&gt; | Do you offer discounts to your customers? &lt;chr&gt; | Do you store customer related data? &lt;chr&gt; | How did you pay/are paying for your current Point-of-Sale system? &lt;chr&gt; | What types of payment do you accept through your Point-of-Sale system? You may choose multiple options: &lt;chr&gt; | How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days: &lt;chr&gt; | If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons? &lt;chr&gt; | If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: &lt;chr&gt; | What are the most important features in a Point-of-Sale system? You may choose multiple options. &lt;chr&gt; | Survey_Assignment &lt;chr&gt; |\n|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n| 34314 | Umer  Khalid | Customer Services North | Operations - CS North | Khattak Pharmacy | 051-5125493 | Umer Khalid | Chota bazar sadar | Abuzar | Rawalpindi | ⋯ | Na | No | No | Yearly plan | Cash | 1 Month | More functionalities | Yearly Plan: (Na) | Employee management, Sales reports | Burhan |\n\n",
            "text/html": [
              "<table>\n",
              "<caption>A tibble: 1 × 30</caption>\n",
              "<thead>\n",
              "\t<tr><th scope=col>EmployeeCode</th><th scope=col>UserName</th><th scope=col>BusinessUnit</th><th scope=col>Department</th><th scope=col>Name of the Outlet</th><th scope=col>Contact Information</th><th scope=col>Point-of-Contact (Your Name)</th><th scope=col>Address</th><th scope=col>Name of POS</th><th scope=col>City</th><th scope=col>⋯</th><th scope=col>Does your outlet have a secondary/back-up internet service available? If yes, please state its name:</th><th scope=col>Do you offer discounts to your customers?</th><th scope=col>Do you store customer related data?</th><th scope=col>How did you pay/are paying for your current Point-of-Sale system?</th><th scope=col>What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:</th><th scope=col>How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:</th><th scope=col>If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?</th><th scope=col>If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR:</th><th scope=col>What are the most important features in a Point-of-Sale system? You may choose multiple options.</th><th scope=col>Survey_Assignment</th></tr>\n",
              "\t<tr><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>⋯</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th></tr>\n",
              "</thead>\n",
              "<tbody>\n",
              "\t<tr><td>34314</td><td>Umer  Khalid</td><td>Customer Services North</td><td>Operations - CS North</td><td>Khattak Pharmacy</td><td>051-5125493</td><td>Umer Khalid</td><td>Chota bazar sadar</td><td>Abuzar</td><td>Rawalpindi</td><td>⋯</td><td>Na</td><td>No</td><td>No</td><td>Yearly plan</td><td>Cash</td><td>1 Month</td><td>More functionalities</td><td>Yearly Plan: (Na)</td><td>Employee management, Sales reports</td><td>Burhan</td></tr>\n",
              "</tbody>\n",
              "</table>\n"
            ]
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          "metadata": {
            "tags": []
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    {
      "cell_type": "code",
      "metadata": {
        "id": "2CVdTZGrHq8N",
        "outputId": "fbb5e7ca-231a-4c8d-c71b-45510f29536c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 140
        }
      },
      "source": [
        "df_with %>%\n",
        " group_by(Survey_Assignment) %>%\n",
        " tally()\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "  Survey_Assignment n \n",
              "1 Burhan            16\n",
              "2 Masood            13\n",
              "3 Sadaan            11"
            ],
            "text/latex": "A tibble: 3 × 2\n\\begin{tabular}{ll}\n Survey\\_Assignment & n\\\\\n <chr> & <int>\\\\\n\\hline\n\t Burhan & 16\\\\\n\t Masood & 13\\\\\n\t Sadaan & 11\\\\\n\\end{tabular}\n",
            "text/markdown": "\nA tibble: 3 × 2\n\n| Survey_Assignment &lt;chr&gt; | n &lt;int&gt; |\n|---|---|\n| Burhan | 16 |\n| Masood | 13 |\n| Sadaan | 11 |\n\n",
            "text/html": [
              "<table>\n",
              "<caption>A tibble: 3 × 2</caption>\n",
              "<thead>\n",
              "\t<tr><th scope=col>Survey_Assignment</th><th scope=col>n</th></tr>\n",
              "\t<tr><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;int&gt;</th></tr>\n",
              "</thead>\n",
              "<tbody>\n",
              "\t<tr><td>Burhan</td><td>16</td></tr>\n",
              "\t<tr><td>Masood</td><td>13</td></tr>\n",
              "\t<tr><td>Sadaan</td><td>11</td></tr>\n",
              "</tbody>\n",
              "</table>\n"
            ]
          },
          "metadata": {
            "tags": []
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        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "l9vIPRTj1WJ1"
      },
      "source": [
        "df_with %>%\n",
        "  filter(Survey_Assignment == \"Burhan\") -> df_with_Burhan"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "LRxcl_5L4ikA",
        "outputId": "162daa03-217f-4c9a-9849-423537022136",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 277
        }
      },
      "source": [
        "colnames(df_with_Burhan)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              " [1] \"EmployeeCode\"                                                                                                          \n",
              " [2] \"UserName\"                                                                                                              \n",
              " [3] \"BusinessUnit\"                                                                                                          \n",
              " [4] \"Department\"                                                                                                            \n",
              " [5] \"Name of the Outlet\"                                                                                                    \n",
              " [6] \"Contact Information\"                                                                                                   \n",
              " [7] \"Point-of-Contact (Your Name)\"                                                                                          \n",
              " [8] \"Address\"                                                                                                               \n",
              " [9] \"Name of POS\"                                                                                                           \n",
              "[10] \"City\"                                                                                                                  \n",
              "[11] \"How many employees do you have per outlet?\"                                                                            \n",
              "[12] \"Please choose the type of organization you are:\"                                                                       \n",
              "[13] \"How satisfied are you with your current Point-of-Sale system?\"                                                         \n",
              "[14] \"What language is your Point-of-Sale system in?\"                                                                        \n",
              "[15] \"What device do you use for accessing your Point-of-Sale system?\"                                                       \n",
              "[16] \"Please choose the kind of Point-of-Sale you would like to have:\"                                                       \n",
              "[17] \"Please choose how you would like your Point-of-Sale system:\"                                                           \n",
              "[18] \"Do you have internet access at your outlet?\"                                                                           \n",
              "[19] \"Please state the name of the internet service used at your outlet:\"                                                    \n",
              "[20] \"How much do you face internet service disruption?\"                                                                     \n",
              "[21] \"Does your outlet have a secondary/back-up internet service available? If yes, please state its name:\"                  \n",
              "[22] \"Do you offer discounts to your customers?\"                                                                             \n",
              "[23] \"Do you store customer related data?\"                                                                                   \n",
              "[24] \"How did you pay/are paying for your current Point-of-Sale system?\"                                                     \n",
              "[25] \"What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:\"               \n",
              "[26] \"How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:\" \n",
              "[27] \"If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?\"   \n",
              "[28] \"If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR:\"\n",
              "[29] \"What are the most important features in a Point-of-Sale system? You may choose multiple options.\"                      \n",
              "[30] \"Survey_Assignment\"                                                                                                     "
            ],
            "text/latex": "\\begin{enumerate*}\n\\item 'EmployeeCode'\n\\item 'UserName'\n\\item 'BusinessUnit'\n\\item 'Department'\n\\item 'Name of the Outlet'\n\\item 'Contact Information'\n\\item 'Point-of-Contact (Your Name)'\n\\item 'Address'\n\\item 'Name of POS'\n\\item 'City'\n\\item 'How many employees do you have per outlet?'\n\\item 'Please choose the type of organization you are:'\n\\item 'How satisfied are you with your current Point-of-Sale system?'\n\\item 'What language is your Point-of-Sale system in?'\n\\item 'What device do you use for accessing your Point-of-Sale system?'\n\\item 'Please choose the kind of Point-of-Sale you would like to have:'\n\\item 'Please choose how you would like your Point-of-Sale system:'\n\\item 'Do you have internet access at your outlet?'\n\\item 'Please state the name of the internet service used at your outlet:'\n\\item 'How much do you face internet service disruption?'\n\\item 'Does your outlet have a secondary/back-up internet service available? If yes, please state its name:'\n\\item 'Do you offer discounts to your customers?'\n\\item 'Do you store customer related data?'\n\\item 'How did you pay/are paying for your current Point-of-Sale system?'\n\\item 'What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:'\n\\item 'How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:'\n\\item 'If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?'\n\\item 'If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR:'\n\\item 'What are the most important features in a Point-of-Sale system? You may choose multiple options.'\n\\item 'Survey\\_Assignment'\n\\end{enumerate*}\n",
            "text/markdown": "1. 'EmployeeCode'\n2. 'UserName'\n3. 'BusinessUnit'\n4. 'Department'\n5. 'Name of the Outlet'\n6. 'Contact Information'\n7. 'Point-of-Contact (Your Name)'\n8. 'Address'\n9. 'Name of POS'\n10. 'City'\n11. 'How many employees do you have per outlet?'\n12. 'Please choose the type of organization you are:'\n13. 'How satisfied are you with your current Point-of-Sale system?'\n14. 'What language is your Point-of-Sale system in?'\n15. 'What device do you use for accessing your Point-of-Sale system?'\n16. 'Please choose the kind of Point-of-Sale you would like to have:'\n17. 'Please choose how you would like your Point-of-Sale system:'\n18. 'Do you have internet access at your outlet?'\n19. 'Please state the name of the internet service used at your outlet:'\n20. 'How much do you face internet service disruption?'\n21. 'Does your outlet have a secondary/back-up internet service available? If yes, please state its name:'\n22. 'Do you offer discounts to your customers?'\n23. 'Do you store customer related data?'\n24. 'How did you pay/are paying for your current Point-of-Sale system?'\n25. 'What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:'\n26. 'How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:'\n27. 'If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?'\n28. 'If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR:'\n29. 'What are the most important features in a Point-of-Sale system? You may choose multiple options.'\n30. 'Survey_Assignment'\n\n\n",
            "text/html": [
              "<style>\n",
              ".list-inline {list-style: none; margin:0; padding: 0}\n",
              ".list-inline>li {display: inline-block}\n",
              ".list-inline>li:not(:last-child)::after {content: \"\\00b7\"; padding: 0 .5ex}\n",
              "</style>\n",
              "<ol class=list-inline><li>'EmployeeCode'</li><li>'UserName'</li><li>'BusinessUnit'</li><li>'Department'</li><li>'Name of the Outlet'</li><li>'Contact Information'</li><li>'Point-of-Contact (Your Name)'</li><li>'Address'</li><li>'Name of POS'</li><li>'City'</li><li>'How many employees do you have per outlet?'</li><li>'Please choose the type of organization you are:'</li><li>'How satisfied are you with your current Point-of-Sale system?'</li><li>'What language is your Point-of-Sale system in?'</li><li>'What device do you use for accessing your Point-of-Sale system?'</li><li>'Please choose the kind of Point-of-Sale you would like to have:'</li><li>'Please choose how you would like your Point-of-Sale system:'</li><li>'Do you have internet access at your outlet?'</li><li>'Please state the name of the internet service used at your outlet:'</li><li>'How much do you face internet service disruption?'</li><li>'Does your outlet have a secondary/back-up internet service available? If yes, please state its name:'</li><li>'Do you offer discounts to your customers?'</li><li>'Do you store customer related data?'</li><li>'How did you pay/are paying for your current Point-of-Sale system?'</li><li>'What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:'</li><li>'How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:'</li><li>'If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?'</li><li>'If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR:'</li><li>'What are the most important features in a Point-of-Sale system? You may choose multiple options.'</li><li>'Survey_Assignment'</li></ol>\n"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "65lH9H8e1t2q",
        "outputId": "177d2d95-b58a-4da4-9872-83b557fe4de7",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        }
      },
      "source": [
        "df_with_Burhan %>%\n",
        "#    tidyr::pivot_longer()\n",
        "   tibble::rownames_to_column() %>%  \n",
        "   pivot_longer(EmployeeCode) #%>% \n",
        "   #pivot_wider(names_from=rowname, values_from=value) "
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "   rowname UserName             BusinessUnit            Department           \n",
              "1  1       Umer  Khalid         Customer Services North Operations - CS North\n",
              "2  2       Waqar  Masood        Customer Services North Operations - CS North\n",
              "3  3       Mudassir Shujat Ali  Customer Services South Operations - CS South\n",
              "4  4       Junaid Butt          Customer Services South Operations - CS South\n",
              "5  5       Tanveer Zaman        Customer Services North Operations - CS North\n",
              "6  6       Muhammad  Saad       Customer Services North Operations - CS North\n",
              "7  7       Umer  Khalid         Customer Services North Operations - CS North\n",
              "8  8       Umer  Khalid         Customer Services North Operations - CS North\n",
              "9  9       Osama Shakeel Abbasi Customer Services South Operations - CS South\n",
              "10 10      Osama Shakeel Abbasi Customer Services South Operations - CS South\n",
              "11 11      Waqar  Masood        Customer Services North Operations - CS North\n",
              "12 12      Syed Abbas Raza      Customer Services South Operations - CS South\n",
              "13 13      Mudassir Shujat Ali  Customer Services South Operations - CS South\n",
              "14 14      Shafique  Ahmed      Customer Services South Service Quality      \n",
              "15 15      Junaid Butt          Customer Services South Operations - CS South\n",
              "16 16      Syed Abbas Raza      Customer Services South Operations - CS South\n",
              "   Name of the Outlet           Contact Information           \n",
              "1  Khattak Pharmacy             051-5125493                   \n",
              "2  mughal fharmacy              3165775956                    \n",
              "3  Edenrobe                     2134321412                    \n",
              "4  Riyaz shab                   3438921754                    \n",
              "5  United General Store         3345351727                    \n",
              "6  Save mart cash n carry       3098080809                    \n",
              "7  Veri tax                     3235893179                    \n",
              "8  Pindi pharmacy               051-51255520                  \n",
              "9  Hangtan                      03158522906 head office number\n",
              "10 Polka Dot                    3003487079                    \n",
              "11 abbasi super store l9 markaz 3365404169                    \n",
              "12 Outfitter                    3159010869                    \n",
              "13 O Five                       2134321241                    \n",
              "14 Ali Chemist and Pharmacy     3213709487                    \n",
              "15 Mujna                        3212693749                    \n",
              "16 Nishat linen (luckyone)      3002568054                    \n",
              "   Point-of-Contact (Your Name) Address                                 \n",
              "1  Umer Khalid                  Chota bazar sadar                       \n",
              "2  hamza                        quree road rawalpindi nera al habib bank\n",
              "3  Nazish                       1st floor dolmen mall Tariq road        \n",
              "4  Shafeeq                      Shop#G-8 tariq road dolmen mall         \n",
              "5  Tanveer Zaman                Lalkurti                                \n",
              "6  Naiz                         G- 11 markz                             \n",
              "7  Umer Khalid                  Chota Bazar sadar                       \n",
              "8  Umer Khalid                  Hospital Road                           \n",
              "9  Majid                        2nd flr dolmen mall tariq rd            \n",
              "10 Anwar                        First flr dolmen mall tariq rd          \n",
              "11 waqar masood                 i9 markaz islamaba                      \n",
              "12 Mr. Adil                     G-8 lucky one mall                      \n",
              "13 Aqeel                        F-190 Dolmen mall Tariq road            \n",
              "14 Qasim                        Ali's Appartment near NMC               \n",
              "15 Farukh                       2nd floor dolmen mall tariq road        \n",
              "16 Mr. Ali                      Shop no G-17 luckyone mall              \n",
              "   Name of POS                                           City       ⋯\n",
              "1  Abuzar                                                Rawalpindi ⋯\n",
              "2  abuzaar pos                                           rawalpindi ⋯\n",
              "3  RMS                                                   Karachi    ⋯\n",
              "4  Metro                                                 Karachi    ⋯\n",
              "5  Private                                               Rawalpindi ⋯\n",
              "6  Revozex pos                                           Islamabad  ⋯\n",
              "7  Abuzar                                                Rawalpindi ⋯\n",
              "8  Abu Zar                                               Rawalpindi ⋯\n",
              "9  Not provided call on given number they will guide you Karachi    ⋯\n",
              "10 Cbs                                                   Karachi    ⋯\n",
              "11 i saft                                                islamabad  ⋯\n",
              "12 Danimic 365                                           Karachi    ⋯\n",
              "13 IMS                                                   Karachi    ⋯\n",
              "14 Keno                                                  Karachi    ⋯\n",
              "15 I-gon                                                 Karachi    ⋯\n",
              "16 Moderm                                                Karachi    ⋯\n",
              "   Do you store customer related data?\n",
              "1  No                                 \n",
              "2  Yes                                \n",
              "3  Yes                                \n",
              "4  Yes                                \n",
              "5  Yes                                \n",
              "6  No                                 \n",
              "7  No                                 \n",
              "8  No                                 \n",
              "9  No                                 \n",
              "10 Yes                                \n",
              "11 Yes                                \n",
              "12 Yes                                \n",
              "13 Yes                                \n",
              "14 No                                 \n",
              "15 Yes                                \n",
              "16 Yes                                \n",
              "   How did you pay/are paying for your current Point-of-Sale system?\n",
              "1  Yearly plan                                                      \n",
              "2  Monthly recurring                                                \n",
              "3  Yearly plan                                                      \n",
              "4  Yearly plan                                                      \n",
              "5  Monthly recurring                                                \n",
              "6  Onetime payment                                                  \n",
              "7  Onetime payment                                                  \n",
              "8  Onetime payment                                                  \n",
              "9  Monthly recurring                                                \n",
              "10 Monthly recurring                                                \n",
              "11 Onetime payment                                                  \n",
              "12 Onetime payment                                                  \n",
              "13 Yearly plan                                                      \n",
              "14 Monthly recurring                                                \n",
              "15 Yearly plan                                                      \n",
              "16 Onetime payment                                                  \n",
              "   What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:\n",
              "1  Cash                                                                                                   \n",
              "2  Cash                                                                                                   \n",
              "3  Cash, Credit/Debit Cards                                                                               \n",
              "4  Cash                                                                                                   \n",
              "5  Cash                                                                                                   \n",
              "6  Cash, Credit/Debit Cards                                                                               \n",
              "7  Cash                                                                                                   \n",
              "8  Cash                                                                                                   \n",
              "9  Cash, Credit/Debit Cards                                                                               \n",
              "10 Cash, Credit/Debit Cards                                                                               \n",
              "11 Cash                                                                                                   \n",
              "12 Credit/Debit Cards, Cash                                                                               \n",
              "13 Cash, Credit/Debit Cards                                                                               \n",
              "14 Cash, Credit/Debit Cards, Easypaisa, Jazz Cash, QR code                                                \n",
              "15 Cash, Credit/Debit Cards                                                                               \n",
              "16 Cash, Credit/Debit Cards                                                                               \n",
              "   How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:\n",
              "1  1 Month                                                                                                              \n",
              "2  2 month                                                                                                              \n",
              "3  3 days                                                                                                               \n",
              "4  4 days                                                                                                               \n",
              "5  10 days                                                                                                              \n",
              "6  15 days                                                                                                              \n",
              "7  Half month                                                                                                           \n",
              "8  1 Month                                                                                                              \n",
              "9  2                                                                                                                    \n",
              "10 3                                                                                                                    \n",
              "11 2manth                                                                                                               \n",
              "12 5                                                                                                                    \n",
              "13 1 week                                                                                                               \n",
              "14 1                                                                                                                    \n",
              "15 4 days                                                                                                               \n",
              "16 20                                                                                                                   \n",
              "   If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?\n",
              "1  More functionalities                                                                                               \n",
              "2  Cheaper price                                                                                                      \n",
              "3  Customization according to needs                                                                                   \n",
              "4  Quick resolution of problem                                                                                        \n",
              "5  Cheaper price                                                                                                      \n",
              "6  More functionalities                                                                                               \n",
              "7  More functionalities                                                                                               \n",
              "8  More functionalities                                                                                               \n",
              "9  Cheaper price                                                                                                      \n",
              "10 More functionalities                                                                                               \n",
              "11 Quick resolution of problem                                                                                        \n",
              "12 Cheaper price                                                                                                      \n",
              "13 Cheaper price                                                                                                      \n",
              "14 Cheaper price                                                                                                      \n",
              "15 Customization according to needs                                                                                   \n",
              "16 Cheaper price                                                                                                      \n",
              "   If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR:\n",
              "1  Yearly Plan: (Na)                                                                                                     \n",
              "2  Monthly Recurring: (monthly pyment)                                                                                   \n",
              "3  One-time payment: (1500)                                                                                              \n",
              "4  Yearly Plan: (Depend on the machine )                                                                                 \n",
              "5  One-time payment: (10000)                                                                                             \n",
              "6  One-time payment: (2.5 k)                                                                                             \n",
              "7  One-time payment: (25000)                                                                                             \n",
              "8  Yearly Plan: (Na)                                                                                                     \n",
              "9  Monthly Recurring: (Depend on System)                                                                                 \n",
              "10 Monthly Recurring:                                                                                                    \n",
              "11 One-time payment: (good behaviar)                                                                                     \n",
              "12 One-time payment: (Not provided)                                                                                      \n",
              "13 Yearly Plan: (9000)                                                                                                   \n",
              "14 One-time payment: (Want heavy duscount ready to pay one time  no amount range given)                                  \n",
              "15 Yearly Plan:                                                                                                          \n",
              "16 One-time payment: (Not provided)                                                                                      \n",
              "   What are the most important features in a Point-of-Sale system? You may choose multiple options.                                                \n",
              "1  Employee management, Sales reports                                                                                                              \n",
              "2  Customer data, Inventory management, Procurement through system, Sales reports                                                                  \n",
              "3  Customer data, Customization, Dashboard, Sales reports                                                                                          \n",
              "4  Inventory management                                                                                                                            \n",
              "5  Customer data, Dashboard, Employee management, Inventory management, Sales reports                                                              \n",
              "6  Customer data, Employee management, Inventory management, Mobile checkout, Sales reports                                                        \n",
              "7  Customer data, Sales reports                                                                                                                    \n",
              "8  Sales reports                                                                                                                                   \n",
              "9  Customer data, Dashboard, Employee management, Inventory management, Mobile checkout, Sales reports                                             \n",
              "10 Centralized management for multiple locations, Customer data, Customization, Dashboard, Employee management, Inventory management, Sales reports\n",
              "11 Employee management, Inventory management, Sales reports                                                                                        \n",
              "12 Customer data, Dashboard, Inventory management, Loyalty Program, Sales reports                                                                  \n",
              "13 Dashboard                                                                                                                                       \n",
              "14 Mobile checkout                                                                                                                                 \n",
              "15 Customer data                                                                                                                                   \n",
              "16 Customer data, Dashboard, Inventory management, Loyalty Program, Sales reports                                                                  \n",
              "   Survey_Assignment name         value\n",
              "1  Burhan            EmployeeCode 34314\n",
              "2  Burhan            EmployeeCode 37472\n",
              "3  Burhan            EmployeeCode 36607\n",
              "4  Burhan            EmployeeCode 36575\n",
              "5  Burhan            EmployeeCode 31607\n",
              "6  Burhan            EmployeeCode 37459\n",
              "7  Burhan            EmployeeCode 34314\n",
              "8  Burhan            EmployeeCode 34314\n",
              "9  Burhan            EmployeeCode 32117\n",
              "10 Burhan            EmployeeCode 32117\n",
              "11 Burhan            EmployeeCode 37472\n",
              "12 Burhan            EmployeeCode 35804\n",
              "13 Burhan            EmployeeCode 36607\n",
              "14 Burhan            EmployeeCode   769\n",
              "15 Burhan            EmployeeCode 36575\n",
              "16 Burhan            EmployeeCode 35804"
            ],
            "text/latex": "A tibble: 16 × 32\n\\begin{tabular}{lllllllllllllllllllll}\n rowname & UserName & BusinessUnit & Department & Name of the Outlet & Contact Information & Point-of-Contact (Your Name) & Address & Name of POS & City & ⋯ & Do you store customer related data? & How did you pay/are paying for your current Point-of-Sale system? & What types of payment do you accept through your Point-of-Sale system? You may choose multiple options: & How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days: & If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons? & If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: & What are the most important features in a Point-of-Sale system? You may choose multiple options. & Survey\\_Assignment & name & value\\\\\n <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & ⋯ & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <dbl>\\\\\n\\hline\n\t 1  & Umer  Khalid         & Customer Services North & Operations - CS North & Khattak Pharmacy             & 051-5125493                    & Umer Khalid   & Chota bazar sadar                        & Abuzar                                                & Rawalpindi & ⋯ & No  & Yearly plan       & Cash                                                    & 1 Month    & More functionalities             & Yearly Plan: (Na)                                                                    & Employee management, Sales reports                                                                                                               & Burhan & EmployeeCode & 34314\\\\\n\t 2  & Waqar  Masood        & Customer Services North & Operations - CS North & mughal fharmacy              & 3165775956                     & hamza         & quree road rawalpindi nera al habib bank & abuzaar pos                                           & rawalpindi & ⋯ & Yes & Monthly recurring & Cash                                                    & 2 month    & Cheaper price                    & Monthly Recurring: (monthly pyment)                                                  & Customer data, Inventory management, Procurement through system, Sales reports                                                                   & Burhan & EmployeeCode & 37472\\\\\n\t 3  & Mudassir Shujat Ali  & Customer Services South & Operations - CS South & Edenrobe                     & 2134321412                     & Nazish        & 1st floor dolmen mall Tariq road         & RMS                                                   & Karachi    & ⋯ & Yes & Yearly plan       & Cash, Credit/Debit Cards                                & 3 days     & Customization according to needs & One-time payment: (1500)                                                             & Customer data, Customization, Dashboard, Sales reports                                                                                           & Burhan & EmployeeCode & 36607\\\\\n\t 4  & Junaid Butt          & Customer Services South & Operations - CS South & Riyaz shab                   & 3438921754                     & Shafeeq       & Shop\\#G-8 tariq road dolmen mall          & Metro                                                 & Karachi    & ⋯ & Yes & Yearly plan       & Cash                                                    & 4 days     & Quick resolution of problem      & Yearly Plan: (Depend on the machine )                                                & Inventory management                                                                                                                             & Burhan & EmployeeCode & 36575\\\\\n\t 5  & Tanveer Zaman        & Customer Services North & Operations - CS North & United General Store         & 3345351727                     & Tanveer Zaman & Lalkurti                                 & Private                                               & Rawalpindi & ⋯ & Yes & Monthly recurring & Cash                                                    & 10 days    & Cheaper price                    & One-time payment: (10000)                                                            & Customer data, Dashboard, Employee management, Inventory management, Sales reports                                                               & Burhan & EmployeeCode & 31607\\\\\n\t 6  & Muhammad  Saad       & Customer Services North & Operations - CS North & Save mart cash n carry       & 3098080809                     & Naiz          & G- 11 markz                              & Revozex pos                                           & Islamabad  & ⋯ & No  & Onetime payment   & Cash, Credit/Debit Cards                                & 15 days    & More functionalities             & One-time payment: (2.5 k)                                                            & Customer data, Employee management, Inventory management, Mobile checkout, Sales reports                                                         & Burhan & EmployeeCode & 37459\\\\\n\t 7  & Umer  Khalid         & Customer Services North & Operations - CS North & Veri tax                     & 3235893179                     & Umer Khalid   & Chota Bazar sadar                        & Abuzar                                                & Rawalpindi & ⋯ & No  & Onetime payment   & Cash                                                    & Half month & More functionalities             & One-time payment: (25000)                                                            & Customer data, Sales reports                                                                                                                     & Burhan & EmployeeCode & 34314\\\\\n\t 8  & Umer  Khalid         & Customer Services North & Operations - CS North & Pindi pharmacy               & 051-51255520                   & Umer Khalid   & Hospital Road                            & Abu Zar                                               & Rawalpindi & ⋯ & No  & Onetime payment   & Cash                                                    & 1 Month    & More functionalities             & Yearly Plan: (Na)                                                                    & Sales reports                                                                                                                                    & Burhan & EmployeeCode & 34314\\\\\n\t 9  & Osama Shakeel Abbasi & Customer Services South & Operations - CS South & Hangtan                      & 03158522906 head office number & Majid         & 2nd flr dolmen mall tariq rd             & Not provided call on given number they will guide you & Karachi    & ⋯ & No  & Monthly recurring & Cash, Credit/Debit Cards                                & 2          & Cheaper price                    & Monthly Recurring: (Depend on System)                                                & Customer data, Dashboard, Employee management, Inventory management, Mobile checkout, Sales reports                                              & Burhan & EmployeeCode & 32117\\\\\n\t 10 & Osama Shakeel Abbasi & Customer Services South & Operations - CS South & Polka Dot                    & 3003487079                     & Anwar         & First flr dolmen mall tariq rd           & Cbs                                                   & Karachi    & ⋯ & Yes & Monthly recurring & Cash, Credit/Debit Cards                                & 3          & More functionalities             & Monthly Recurring:                                                                   & Centralized management for multiple locations, Customer data, Customization, Dashboard, Employee management, Inventory management, Sales reports & Burhan & EmployeeCode & 32117\\\\\n\t 11 & Waqar  Masood        & Customer Services North & Operations - CS North & abbasi super store l9 markaz & 3365404169                     & waqar masood  & i9 markaz islamaba                       & i saft                                                & islamabad  & ⋯ & Yes & Onetime payment   & Cash                                                    & 2manth     & Quick resolution of problem      & One-time payment: (good behaviar)                                                    & Employee management, Inventory management, Sales reports                                                                                         & Burhan & EmployeeCode & 37472\\\\\n\t 12 & Syed Abbas Raza      & Customer Services South & Operations - CS South & Outfitter                    & 3159010869                     & Mr. Adil      & G-8 lucky one mall                       & Danimic 365                                           & Karachi    & ⋯ & Yes & Onetime payment   & Credit/Debit Cards, Cash                                & 5          & Cheaper price                    & One-time payment: (Not provided)                                                     & Customer data, Dashboard, Inventory management, Loyalty Program, Sales reports                                                                   & Burhan & EmployeeCode & 35804\\\\\n\t 13 & Mudassir Shujat Ali  & Customer Services South & Operations - CS South & O Five                       & 2134321241                     & Aqeel         & F-190 Dolmen mall Tariq road             & IMS                                                   & Karachi    & ⋯ & Yes & Yearly plan       & Cash, Credit/Debit Cards                                & 1 week     & Cheaper price                    & Yearly Plan: (9000)                                                                  & Dashboard                                                                                                                                        & Burhan & EmployeeCode & 36607\\\\\n\t 14 & Shafique  Ahmed      & Customer Services South & Service Quality       & Ali Chemist and Pharmacy     & 3213709487                     & Qasim         & Ali's Appartment near NMC                & Keno                                                  & Karachi    & ⋯ & No  & Monthly recurring & Cash, Credit/Debit Cards, Easypaisa, Jazz Cash, QR code & 1          & Cheaper price                    & One-time payment: (Want heavy duscount ready to pay one time  no amount range given) & Mobile checkout                                                                                                                                  & Burhan & EmployeeCode &   769\\\\\n\t 15 & Junaid Butt          & Customer Services South & Operations - CS South & Mujna                        & 3212693749                     & Farukh        & 2nd floor dolmen mall tariq road         & I-gon                                                 & Karachi    & ⋯ & Yes & Yearly plan       & Cash, Credit/Debit Cards                                & 4 days     & Customization according to needs & Yearly Plan:                                                                         & Customer data                                                                                                                                    & Burhan & EmployeeCode & 36575\\\\\n\t 16 & Syed Abbas Raza      & Customer Services South & Operations - CS South & Nishat linen (luckyone)      & 3002568054                     & Mr. Ali       & Shop no G-17 luckyone mall               & Moderm                                                & Karachi    & ⋯ & Yes & Onetime payment   & Cash, Credit/Debit Cards                                & 20         & Cheaper price                    & One-time payment: (Not provided)                                                     & Customer data, Dashboard, Inventory management, Loyalty Program, Sales reports                                                                   & Burhan & EmployeeCode & 35804\\\\\n\\end{tabular}\n",
            "text/markdown": "\nA tibble: 16 × 32\n\n| rowname &lt;chr&gt; | UserName &lt;chr&gt; | BusinessUnit &lt;chr&gt; | Department &lt;chr&gt; | Name of the Outlet &lt;chr&gt; | Contact Information &lt;chr&gt; | Point-of-Contact (Your Name) &lt;chr&gt; | Address &lt;chr&gt; | Name of POS &lt;chr&gt; | City &lt;chr&gt; | ⋯ ⋯ | Do you store customer related data? &lt;chr&gt; | How did you pay/are paying for your current Point-of-Sale system? &lt;chr&gt; | What types of payment do you accept through your Point-of-Sale system? You may choose multiple options: &lt;chr&gt; | How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days: &lt;chr&gt; | If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons? &lt;chr&gt; | If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: &lt;chr&gt; | What are the most important features in a Point-of-Sale system? You may choose multiple options. &lt;chr&gt; | Survey_Assignment &lt;chr&gt; | name &lt;chr&gt; | value &lt;dbl&gt; |\n|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n| 1  | Umer  Khalid         | Customer Services North | Operations - CS North | Khattak Pharmacy             | 051-5125493                    | Umer Khalid   | Chota bazar sadar                        | Abuzar                                                | Rawalpindi | ⋯ | No  | Yearly plan       | Cash                                                    | 1 Month    | More functionalities             | Yearly Plan: (Na)                                                                    | Employee management, Sales reports                                                                                                               | Burhan | EmployeeCode | 34314 |\n| 2  | Waqar  Masood        | Customer Services North | Operations - CS North | mughal fharmacy              | 3165775956                     | hamza         | quree road rawalpindi nera al habib bank | abuzaar pos                                           | rawalpindi | ⋯ | Yes | Monthly recurring | Cash                                                    | 2 month    | Cheaper price                    | Monthly Recurring: (monthly pyment)                                                  | Customer data, Inventory management, Procurement through system, Sales reports                                                                   | Burhan | EmployeeCode | 37472 |\n| 3  | Mudassir Shujat Ali  | Customer Services South | Operations - CS South | Edenrobe                     | 2134321412                     | Nazish        | 1st floor dolmen mall Tariq road         | RMS                                                   | Karachi    | ⋯ | Yes | Yearly plan       | Cash, Credit/Debit Cards                                | 3 days     | Customization according to needs | One-time payment: (1500)                                                             | Customer data, Customization, Dashboard, Sales reports                                                                                           | Burhan | EmployeeCode | 36607 |\n| 4  | Junaid Butt          | Customer Services South | Operations - CS South | Riyaz shab                   | 3438921754                     | Shafeeq       | Shop#G-8 tariq road dolmen mall          | Metro                                                 | Karachi    | ⋯ | Yes | Yearly plan       | Cash                                                    | 4 days     | Quick resolution of problem      | Yearly Plan: (Depend on the machine )                                                | Inventory management                                                                                                                             | Burhan | EmployeeCode | 36575 |\n| 5  | Tanveer Zaman        | Customer Services North | Operations - CS North | United General Store         | 3345351727                     | Tanveer Zaman | Lalkurti                                 | Private                                               | Rawalpindi | ⋯ | Yes | Monthly recurring | Cash                                                    | 10 days    | Cheaper price                    | One-time payment: (10000)                                                            | Customer data, Dashboard, Employee management, Inventory management, Sales reports                                                               | Burhan | EmployeeCode | 31607 |\n| 6  | Muhammad  Saad       | Customer Services North | Operations - CS North | Save mart cash n carry       | 3098080809                     | Naiz          | G- 11 markz                              | Revozex pos                                           | Islamabad  | ⋯ | No  | Onetime payment   | Cash, Credit/Debit Cards                                | 15 days    | More functionalities             | One-time payment: (2.5 k)                                                            | Customer data, Employee management, Inventory management, Mobile checkout, Sales reports                                                         | Burhan | EmployeeCode | 37459 |\n| 7  | Umer  Khalid         | Customer Services North | Operations - CS North | Veri tax                     | 3235893179                     | Umer Khalid   | Chota Bazar sadar                        | Abuzar                                                | Rawalpindi | ⋯ | No  | Onetime payment   | Cash                                                    | Half month | More functionalities             | One-time payment: (25000)                                                            | Customer data, Sales reports                                                                                                                     | Burhan | EmployeeCode | 34314 |\n| 8  | Umer  Khalid         | Customer Services North | Operations - CS North | Pindi pharmacy               | 051-51255520                   | Umer Khalid   | Hospital Road                            | Abu Zar                                               | Rawalpindi | ⋯ | No  | Onetime payment   | Cash                                                    | 1 Month    | More functionalities             | Yearly Plan: (Na)                                                                    | Sales reports                                                                                                                                    | Burhan | EmployeeCode | 34314 |\n| 9  | Osama Shakeel Abbasi | Customer Services South | Operations - CS South | Hangtan                      | 03158522906 head office number | Majid         | 2nd flr dolmen mall tariq rd             | Not provided call on given number they will guide you | Karachi    | ⋯ | No  | Monthly recurring | Cash, Credit/Debit Cards                                | 2          | Cheaper price                    | Monthly Recurring: (Depend on System)                                                | Customer data, Dashboard, Employee management, Inventory management, Mobile checkout, Sales reports                                              | Burhan | EmployeeCode | 32117 |\n| 10 | Osama Shakeel Abbasi | Customer Services South | Operations - CS South | Polka Dot                    | 3003487079                     | Anwar         | First flr dolmen mall tariq rd           | Cbs                                                   | Karachi    | ⋯ | Yes | Monthly recurring | Cash, Credit/Debit Cards                                | 3          | More functionalities             | Monthly Recurring:                                                                   | Centralized management for multiple locations, Customer data, Customization, Dashboard, Employee management, Inventory management, Sales reports | Burhan | EmployeeCode | 32117 |\n| 11 | Waqar  Masood        | Customer Services North | Operations - CS North | abbasi super store l9 markaz | 3365404169                     | waqar masood  | i9 markaz islamaba                       | i saft                                                | islamabad  | ⋯ | Yes | Onetime payment   | Cash                                                    | 2manth     | Quick resolution of problem      | One-time payment: (good behaviar)                                                    | Employee management, Inventory management, Sales reports                                                                                         | Burhan | EmployeeCode | 37472 |\n| 12 | Syed Abbas Raza      | Customer Services South | Operations - CS South | Outfitter                    | 3159010869                     | Mr. Adil      | G-8 lucky one mall                       | Danimic 365                                           | Karachi    | ⋯ | Yes | Onetime payment   | Credit/Debit Cards, Cash                                | 5          | Cheaper price                    | One-time payment: (Not provided)                                                     | Customer data, Dashboard, Inventory management, Loyalty Program, Sales reports                                                                   | Burhan | EmployeeCode | 35804 |\n| 13 | Mudassir Shujat Ali  | Customer Services South | Operations - CS South | O Five                       | 2134321241                     | Aqeel         | F-190 Dolmen mall Tariq road             | IMS                                                   | Karachi    | ⋯ | Yes | Yearly plan       | Cash, Credit/Debit Cards                                | 1 week     | Cheaper price                    | Yearly Plan: (9000)                                                                  | Dashboard                                                                                                                                        | Burhan | EmployeeCode | 36607 |\n| 14 | Shafique  Ahmed      | Customer Services South | Service Quality       | Ali Chemist and Pharmacy     | 3213709487                     | Qasim         | Ali's Appartment near NMC                | Keno                                                  | Karachi    | ⋯ | No  | Monthly recurring | Cash, Credit/Debit Cards, Easypaisa, Jazz Cash, QR code | 1          | Cheaper price                    | One-time payment: (Want heavy duscount ready to pay one time  no amount range given) | Mobile checkout                                                                                                                                  | Burhan | EmployeeCode |   769 |\n| 15 | Junaid Butt          | Customer Services South | Operations - CS South | Mujna                        | 3212693749                     | Farukh        | 2nd floor dolmen mall tariq road         | I-gon                                                 | Karachi    | ⋯ | Yes | Yearly plan       | Cash, Credit/Debit Cards                                | 4 days     | Customization according to needs | Yearly Plan:                                                                         | Customer data                                                                                                                                    | Burhan | EmployeeCode | 36575 |\n| 16 | Syed Abbas Raza      | Customer Services South | Operations - CS South | Nishat linen (luckyone)      | 3002568054                     | Mr. Ali       | Shop no G-17 luckyone mall               | Moderm                                                | Karachi    | ⋯ | Yes | Onetime payment   | Cash, Credit/Debit Cards                                | 20         | Cheaper price                    | One-time payment: (Not provided)                                                     | Customer data, Dashboard, Inventory management, Loyalty Program, Sales reports                                                                   | Burhan | EmployeeCode | 35804 |\n\n",
            "text/html": [
              "<table>\n",
              "<caption>A tibble: 16 × 32</caption>\n",
              "<thead>\n",
              "\t<tr><th scope=col>rowname</th><th scope=col>UserName</th><th scope=col>BusinessUnit</th><th scope=col>Department</th><th scope=col>Name of the Outlet</th><th scope=col>Contact Information</th><th scope=col>Point-of-Contact (Your Name)</th><th scope=col>Address</th><th scope=col>Name of POS</th><th scope=col>City</th><th scope=col>⋯</th><th scope=col>Do you store customer related data?</th><th scope=col>How did you pay/are paying for your current Point-of-Sale system?</th><th scope=col>What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:</th><th scope=col>How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:</th><th scope=col>If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?</th><th scope=col>If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR:</th><th scope=col>What are the most important features in a Point-of-Sale system? You may choose multiple options.</th><th scope=col>Survey_Assignment</th><th scope=col>name</th><th scope=col>value</th></tr>\n",
              "\t<tr><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>⋯</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;dbl&gt;</th></tr>\n",
              "</thead>\n",
              "<tbody>\n",
              "\t<tr><td>1 </td><td>Umer  Khalid        </td><td>Customer Services North</td><td>Operations - CS North</td><td>Khattak Pharmacy            </td><td>051-5125493                   </td><td>Umer Khalid  </td><td>Chota bazar sadar                       </td><td>Abuzar                                               </td><td>Rawalpindi</td><td>⋯</td><td>No </td><td>Yearly plan      </td><td>Cash                                                   </td><td>1 Month   </td><td>More functionalities            </td><td>Yearly Plan: (Na)                                                                   </td><td>Employee management, Sales reports                                                                                                              </td><td>Burhan</td><td>EmployeeCode</td><td>34314</td></tr>\n",
              "\t<tr><td>2 </td><td>Waqar  Masood       </td><td>Customer Services North</td><td>Operations - CS North</td><td>mughal fharmacy             </td><td>3165775956                    </td><td>hamza        </td><td>quree road rawalpindi nera al habib bank</td><td>abuzaar pos                                          </td><td>rawalpindi</td><td>⋯</td><td>Yes</td><td>Monthly recurring</td><td>Cash                                                   </td><td>2 month   </td><td>Cheaper price                   </td><td>Monthly Recurring: (monthly pyment)                                                 </td><td>Customer data, Inventory management, Procurement through system, Sales reports                                                                  </td><td>Burhan</td><td>EmployeeCode</td><td>37472</td></tr>\n",
              "\t<tr><td>3 </td><td>Mudassir Shujat Ali </td><td>Customer Services South</td><td>Operations - CS South</td><td>Edenrobe                    </td><td>2134321412                    </td><td>Nazish       </td><td>1st floor dolmen mall Tariq road        </td><td>RMS                                                  </td><td>Karachi   </td><td>⋯</td><td>Yes</td><td>Yearly plan      </td><td>Cash, Credit/Debit Cards                               </td><td>3 days    </td><td>Customization according to needs</td><td>One-time payment: (1500)                                                            </td><td>Customer data, Customization, Dashboard, Sales reports                                                                                          </td><td>Burhan</td><td>EmployeeCode</td><td>36607</td></tr>\n",
              "\t<tr><td>4 </td><td>Junaid Butt         </td><td>Customer Services South</td><td>Operations - CS South</td><td>Riyaz shab                  </td><td>3438921754                    </td><td>Shafeeq      </td><td>Shop#G-8 tariq road dolmen mall         </td><td>Metro                                                </td><td>Karachi   </td><td>⋯</td><td>Yes</td><td>Yearly plan      </td><td>Cash                                                   </td><td>4 days    </td><td>Quick resolution of problem     </td><td>Yearly Plan: (Depend on the machine )                                               </td><td>Inventory management                                                                                                                            </td><td>Burhan</td><td>EmployeeCode</td><td>36575</td></tr>\n",
              "\t<tr><td>5 </td><td>Tanveer Zaman       </td><td>Customer Services North</td><td>Operations - CS North</td><td>United General Store        </td><td>3345351727                    </td><td>Tanveer Zaman</td><td>Lalkurti                                </td><td>Private                                              </td><td>Rawalpindi</td><td>⋯</td><td>Yes</td><td>Monthly recurring</td><td>Cash                                                   </td><td>10 days   </td><td>Cheaper price                   </td><td>One-time payment: (10000)                                                           </td><td>Customer data, Dashboard, Employee management, Inventory management, Sales reports                                                              </td><td>Burhan</td><td>EmployeeCode</td><td>31607</td></tr>\n",
              "\t<tr><td>6 </td><td>Muhammad  Saad      </td><td>Customer Services North</td><td>Operations - CS North</td><td>Save mart cash n carry      </td><td>3098080809                    </td><td>Naiz         </td><td>G- 11 markz                             </td><td>Revozex pos                                          </td><td>Islamabad </td><td>⋯</td><td>No </td><td>Onetime payment  </td><td>Cash, Credit/Debit Cards                               </td><td>15 days   </td><td>More functionalities            </td><td>One-time payment: (2.5 k)                                                           </td><td>Customer data, Employee management, Inventory management, Mobile checkout, Sales reports                                                        </td><td>Burhan</td><td>EmployeeCode</td><td>37459</td></tr>\n",
              "\t<tr><td>7 </td><td>Umer  Khalid        </td><td>Customer Services North</td><td>Operations - CS North</td><td>Veri tax                    </td><td>3235893179                    </td><td>Umer Khalid  </td><td>Chota Bazar sadar                       </td><td>Abuzar                                               </td><td>Rawalpindi</td><td>⋯</td><td>No </td><td>Onetime payment  </td><td>Cash                                                   </td><td>Half month</td><td>More functionalities            </td><td>One-time payment: (25000)                                                           </td><td>Customer data, Sales reports                                                                                                                    </td><td>Burhan</td><td>EmployeeCode</td><td>34314</td></tr>\n",
              "\t<tr><td>8 </td><td>Umer  Khalid        </td><td>Customer Services North</td><td>Operations - CS North</td><td>Pindi pharmacy              </td><td>051-51255520                  </td><td>Umer Khalid  </td><td>Hospital Road                           </td><td>Abu Zar                                              </td><td>Rawalpindi</td><td>⋯</td><td>No </td><td>Onetime payment  </td><td>Cash                                                   </td><td>1 Month   </td><td>More functionalities            </td><td>Yearly Plan: (Na)                                                                   </td><td>Sales reports                                                                                                                                   </td><td>Burhan</td><td>EmployeeCode</td><td>34314</td></tr>\n",
              "\t<tr><td>9 </td><td>Osama Shakeel Abbasi</td><td>Customer Services South</td><td>Operations - CS South</td><td>Hangtan                     </td><td>03158522906 head office number</td><td>Majid        </td><td>2nd flr dolmen mall tariq rd            </td><td>Not provided call on given number they will guide you</td><td>Karachi   </td><td>⋯</td><td>No </td><td>Monthly recurring</td><td>Cash, Credit/Debit Cards                               </td><td>2         </td><td>Cheaper price                   </td><td>Monthly Recurring: (Depend on System)                                               </td><td>Customer data, Dashboard, Employee management, Inventory management, Mobile checkout, Sales reports                                             </td><td>Burhan</td><td>EmployeeCode</td><td>32117</td></tr>\n",
              "\t<tr><td>10</td><td>Osama Shakeel Abbasi</td><td>Customer Services South</td><td>Operations - CS South</td><td>Polka Dot                   </td><td>3003487079                    </td><td>Anwar        </td><td>First flr dolmen mall tariq rd          </td><td>Cbs                                                  </td><td>Karachi   </td><td>⋯</td><td>Yes</td><td>Monthly recurring</td><td>Cash, Credit/Debit Cards                               </td><td>3         </td><td>More functionalities            </td><td>Monthly Recurring:                                                                  </td><td>Centralized management for multiple locations, Customer data, Customization, Dashboard, Employee management, Inventory management, Sales reports</td><td>Burhan</td><td>EmployeeCode</td><td>32117</td></tr>\n",
              "\t<tr><td>11</td><td>Waqar  Masood       </td><td>Customer Services North</td><td>Operations - CS North</td><td>abbasi super store l9 markaz</td><td>3365404169                    </td><td>waqar masood </td><td>i9 markaz islamaba                      </td><td>i saft                                               </td><td>islamabad </td><td>⋯</td><td>Yes</td><td>Onetime payment  </td><td>Cash                                                   </td><td>2manth    </td><td>Quick resolution of problem     </td><td>One-time payment: (good behaviar)                                                   </td><td>Employee management, Inventory management, Sales reports                                                                                        </td><td>Burhan</td><td>EmployeeCode</td><td>37472</td></tr>\n",
              "\t<tr><td>12</td><td>Syed Abbas Raza     </td><td>Customer Services South</td><td>Operations - CS South</td><td>Outfitter                   </td><td>3159010869                    </td><td>Mr. Adil     </td><td>G-8 lucky one mall                      </td><td>Danimic 365                                          </td><td>Karachi   </td><td>⋯</td><td>Yes</td><td>Onetime payment  </td><td>Credit/Debit Cards, Cash                               </td><td>5         </td><td>Cheaper price                   </td><td>One-time payment: (Not provided)                                                    </td><td>Customer data, Dashboard, Inventory management, Loyalty Program, Sales reports                                                                  </td><td>Burhan</td><td>EmployeeCode</td><td>35804</td></tr>\n",
              "\t<tr><td>13</td><td>Mudassir Shujat Ali </td><td>Customer Services South</td><td>Operations - CS South</td><td>O Five                      </td><td>2134321241                    </td><td>Aqeel        </td><td>F-190 Dolmen mall Tariq road            </td><td>IMS                                                  </td><td>Karachi   </td><td>⋯</td><td>Yes</td><td>Yearly plan      </td><td>Cash, Credit/Debit Cards                               </td><td>1 week    </td><td>Cheaper price                   </td><td>Yearly Plan: (9000)                                                                 </td><td>Dashboard                                                                                                                                       </td><td>Burhan</td><td>EmployeeCode</td><td>36607</td></tr>\n",
              "\t<tr><td>14</td><td>Shafique  Ahmed     </td><td>Customer Services South</td><td>Service Quality      </td><td>Ali Chemist and Pharmacy    </td><td>3213709487                    </td><td>Qasim        </td><td>Ali's Appartment near NMC               </td><td>Keno                                                 </td><td>Karachi   </td><td>⋯</td><td>No </td><td>Monthly recurring</td><td>Cash, Credit/Debit Cards, Easypaisa, Jazz Cash, QR code</td><td>1         </td><td>Cheaper price                   </td><td>One-time payment: (Want heavy duscount ready to pay one time  no amount range given)</td><td>Mobile checkout                                                                                                                                 </td><td>Burhan</td><td>EmployeeCode</td><td>  769</td></tr>\n",
              "\t<tr><td>15</td><td>Junaid Butt         </td><td>Customer Services South</td><td>Operations - CS South</td><td>Mujna                       </td><td>3212693749                    </td><td>Farukh       </td><td>2nd floor dolmen mall tariq road        </td><td>I-gon                                                </td><td>Karachi   </td><td>⋯</td><td>Yes</td><td>Yearly plan      </td><td>Cash, Credit/Debit Cards                               </td><td>4 days    </td><td>Customization according to needs</td><td>Yearly Plan:                                                                        </td><td>Customer data                                                                                                                                   </td><td>Burhan</td><td>EmployeeCode</td><td>36575</td></tr>\n",
              "\t<tr><td>16</td><td>Syed Abbas Raza     </td><td>Customer Services South</td><td>Operations - CS South</td><td>Nishat linen (luckyone)     </td><td>3002568054                    </td><td>Mr. Ali      </td><td>Shop no G-17 luckyone mall              </td><td>Moderm                                               </td><td>Karachi   </td><td>⋯</td><td>Yes</td><td>Onetime payment  </td><td>Cash, Credit/Debit Cards                               </td><td>20        </td><td>Cheaper price                   </td><td>One-time payment: (Not provided)                                                    </td><td>Customer data, Dashboard, Inventory management, Loyalty Program, Sales reports                                                                  </td><td>Burhan</td><td>EmployeeCode</td><td>35804</td></tr>\n",
              "</tbody>\n",
              "</table>\n"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Jz6VWG6B5C8-"
      },
      "source": [
        "t(df_with_Burhan) -> df_with_transposed"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Nw7-_zXy57Z8",
        "outputId": "a657dc2b-1f06-434c-fb01-e32cfe0bbca4",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        }
      },
      "source": [
        "df_with_transposed"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "                                                                                                                       [,1]                              \n",
              "EmployeeCode                                                                                                           34314                             \n",
              "UserName                                                                                                               Umer  Khalid                      \n",
              "BusinessUnit                                                                                                           Customer Services North           \n",
              "Department                                                                                                             Operations - CS North             \n",
              "Name of the Outlet                                                                                                     Khattak Pharmacy                  \n",
              "Contact Information                                                                                                    051-5125493                       \n",
              "Point-of-Contact (Your Name)                                                                                           Umer Khalid                       \n",
              "Address                                                                                                                Chota bazar sadar                 \n",
              "Name of POS                                                                                                            Abuzar                            \n",
              "City                                                                                                                   Rawalpindi                        \n",
              "How many employees do you have per outlet?                                                                             More than 5 but less than 10      \n",
              "Please choose the type of organization you are:                                                                        Single Outlet                     \n",
              "How satisfied are you with your current Point-of-Sale system?                                                          Satisfied                         \n",
              "What language is your Point-of-Sale system in?                                                                         Both, English & Urdu              \n",
              "What device do you use for accessing your Point-of-Sale system?                                                        PC                                \n",
              "Please choose the kind of Point-of-Sale you would like to have:                                                        Easy to Use                       \n",
              "Please choose how you would like your Point-of-Sale system:                                                            Standalone                        \n",
              "Do you have internet access at your outlet?                                                                            No                                \n",
              "Please state the name of the internet service used at your outlet:                                                     Na                                \n",
              "How much do you face internet service disruption?                                                                      No internet                       \n",
              "Does your outlet have a secondary/back-up internet service available? If yes, please state its name:                   Na                                \n",
              "Do you offer discounts to your customers?                                                                              No                                \n",
              "Do you store customer related data?                                                                                    No                                \n",
              "How did you pay/are paying for your current Point-of-Sale system?                                                      Yearly plan                       \n",
              "What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:                Cash                              \n",
              "How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:  1 Month                           \n",
              "If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?    More functionalities              \n",
              "If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: Yearly Plan: (Na)                 \n",
              "What are the most important features in a Point-of-Sale system? You may choose multiple options.                       Employee management, Sales reports\n",
              "Survey_Assignment                                                                                                      Burhan                            \n",
              "                                                                                                                       [,2]                                                                          \n",
              "EmployeeCode                                                                                                           37472                                                                         \n",
              "UserName                                                                                                               Waqar  Masood                                                                 \n",
              "BusinessUnit                                                                                                           Customer Services North                                                       \n",
              "Department                                                                                                             Operations - CS North                                                         \n",
              "Name of the Outlet                                                                                                     mughal fharmacy                                                               \n",
              "Contact Information                                                                                                    3165775956                                                                    \n",
              "Point-of-Contact (Your Name)                                                                                           hamza                                                                         \n",
              "Address                                                                                                                quree road rawalpindi nera al habib bank                                      \n",
              "Name of POS                                                                                                            abuzaar pos                                                                   \n",
              "City                                                                                                                   rawalpindi                                                                    \n",
              "How many employees do you have per outlet?                                                                             Less than 5                                                                   \n",
              "Please choose the type of organization you are:                                                                        Single Outlet                                                                 \n",
              "How satisfied are you with your current Point-of-Sale system?                                                          A little Satisfied                                                            \n",
              "What language is your Point-of-Sale system in?                                                                         English                                                                       \n",
              "What device do you use for accessing your Point-of-Sale system?                                                        PC                                                                            \n",
              "Please choose the kind of Point-of-Sale you would like to have:                                                        Easy to Use                                                                   \n",
              "Please choose how you would like your Point-of-Sale system:                                                            Standalone                                                                    \n",
              "Do you have internet access at your outlet?                                                                            Yes                                                                           \n",
              "Please state the name of the internet service used at your outlet:                                                     ptcl                                                                          \n",
              "How much do you face internet service disruption?                                                                      Sometimes                                                                     \n",
              "Does your outlet have a secondary/back-up internet service available? If yes, please state its name:                   not bakup net                                                                 \n",
              "Do you offer discounts to your customers?                                                                              Yes                                                                           \n",
              "Do you store customer related data?                                                                                    Yes                                                                           \n",
              "How did you pay/are paying for your current Point-of-Sale system?                                                      Monthly recurring                                                             \n",
              "What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:                Cash                                                                          \n",
              "How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:  2 month                                                                       \n",
              "If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?    Cheaper price                                                                 \n",
              "If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: Monthly Recurring: (monthly pyment)                                           \n",
              "What are the most important features in a Point-of-Sale system? You may choose multiple options.                       Customer data, Inventory management, Procurement through system, Sales reports\n",
              "Survey_Assignment                                                                                                      Burhan                                                                        \n",
              "                                                                                                                       [,3]                                                  \n",
              "EmployeeCode                                                                                                           36607                                                 \n",
              "UserName                                                                                                               Mudassir Shujat Ali                                   \n",
              "BusinessUnit                                                                                                           Customer Services South                               \n",
              "Department                                                                                                             Operations - CS South                                 \n",
              "Name of the Outlet                                                                                                     Edenrobe                                              \n",
              "Contact Information                                                                                                    2134321412                                            \n",
              "Point-of-Contact (Your Name)                                                                                           Nazish                                                \n",
              "Address                                                                                                                1st floor dolmen mall Tariq road                      \n",
              "Name of POS                                                                                                            RMS                                                   \n",
              "City                                                                                                                   Karachi                                               \n",
              "How many employees do you have per outlet?                                                                             Less than 5                                           \n",
              "Please choose the type of organization you are:                                                                        Chain                                                 \n",
              "How satisfied are you with your current Point-of-Sale system?                                                          Very Satisfied                                        \n",
              "What language is your Point-of-Sale system in?                                                                         Both, English & Urdu                                  \n",
              "What device do you use for accessing your Point-of-Sale system?                                                        PC                                                    \n",
              "Please choose the kind of Point-of-Sale you would like to have:                                                        Easy to Use                                           \n",
              "Please choose how you would like your Point-of-Sale system:                                                            Standalone                                            \n",
              "Do you have internet access at your outlet?                                                                            Yes                                                   \n",
              "Please state the name of the internet service used at your outlet:                                                     Ptcl                                                  \n",
              "How much do you face internet service disruption?                                                                      Sometimes                                             \n",
              "Does your outlet have a secondary/back-up internet service available? If yes, please state its name:                   No                                                    \n",
              "Do you offer discounts to your customers?                                                                              No                                                    \n",
              "Do you store customer related data?                                                                                    Yes                                                   \n",
              "How did you pay/are paying for your current Point-of-Sale system?                                                      Yearly plan                                           \n",
              "What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:                Cash, Credit/Debit Cards                              \n",
              "How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:  3 days                                                \n",
              "If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?    Customization according to needs                      \n",
              "If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: One-time payment: (1500)                              \n",
              "What are the most important features in a Point-of-Sale system? You may choose multiple options.                       Customer data, Customization, Dashboard, Sales reports\n",
              "Survey_Assignment                                                                                                      Burhan                                                \n",
              "                                                                                                                       [,4]                                 \n",
              "EmployeeCode                                                                                                           36575                                \n",
              "UserName                                                                                                               Junaid Butt                          \n",
              "BusinessUnit                                                                                                           Customer Services South              \n",
              "Department                                                                                                             Operations - CS South                \n",
              "Name of the Outlet                                                                                                     Riyaz shab                           \n",
              "Contact Information                                                                                                    3438921754                           \n",
              "Point-of-Contact (Your Name)                                                                                           Shafeeq                              \n",
              "Address                                                                                                                Shop#G-8 tariq road dolmen mall      \n",
              "Name of POS                                                                                                            Metro                                \n",
              "City                                                                                                                   Karachi                              \n",
              "How many employees do you have per outlet?                                                                             Less than 5                          \n",
              "Please choose the type of organization you are:                                                                        Single Outlet                        \n",
              "How satisfied are you with your current Point-of-Sale system?                                                          Satisfied                            \n",
              "What language is your Point-of-Sale system in?                                                                         Both, English & Urdu                 \n",
              "What device do you use for accessing your Point-of-Sale system?                                                        PC                                   \n",
              "Please choose the kind of Point-of-Sale you would like to have:                                                        Easy to Use                          \n",
              "Please choose how you would like your Point-of-Sale system:                                                            Web-based                            \n",
              "Do you have internet access at your outlet?                                                                            Yes                                  \n",
              "Please state the name of the internet service used at your outlet:                                                     Ptcl                                 \n",
              "How much do you face internet service disruption?                                                                      Sometimes                            \n",
              "Does your outlet have a secondary/back-up internet service available? If yes, please state its name:                   No answer                            \n",
              "Do you offer discounts to your customers?                                                                              No                                   \n",
              "Do you store customer related data?                                                                                    Yes                                  \n",
              "How did you pay/are paying for your current Point-of-Sale system?                                                      Yearly plan                          \n",
              "What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:                Cash                                 \n",
              "How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:  4 days                               \n",
              "If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?    Quick resolution of problem          \n",
              "If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: Yearly Plan: (Depend on the machine )\n",
              "What are the most important features in a Point-of-Sale system? You may choose multiple options.                       Inventory management                 \n",
              "Survey_Assignment                                                                                                      Burhan                               \n",
              "                                                                                                                       [,5]                                                                              \n",
              "EmployeeCode                                                                                                           31607                                                                             \n",
              "UserName                                                                                                               Tanveer Zaman                                                                     \n",
              "BusinessUnit                                                                                                           Customer Services North                                                           \n",
              "Department                                                                                                             Operations - CS North                                                             \n",
              "Name of the Outlet                                                                                                     United General Store                                                              \n",
              "Contact Information                                                                                                    3345351727                                                                        \n",
              "Point-of-Contact (Your Name)                                                                                           Tanveer Zaman                                                                     \n",
              "Address                                                                                                                Lalkurti                                                                          \n",
              "Name of POS                                                                                                            Private                                                                           \n",
              "City                                                                                                                   Rawalpindi                                                                        \n",
              "How many employees do you have per outlet?                                                                             More than 10                                                                      \n",
              "Please choose the type of organization you are:                                                                        Single Outlet                                                                     \n",
              "How satisfied are you with your current Point-of-Sale system?                                                          Satisfied                                                                         \n",
              "What language is your Point-of-Sale system in?                                                                         English                                                                           \n",
              "What device do you use for accessing your Point-of-Sale system?                                                        Point-of-Sale company hardware                                                    \n",
              "Please choose the kind of Point-of-Sale you would like to have:                                                        Easy to Use                                                                       \n",
              "Please choose how you would like your Point-of-Sale system:                                                            Standalone                                                                        \n",
              "Do you have internet access at your outlet?                                                                            Yes                                                                               \n",
              "Please state the name of the internet service used at your outlet:                                                     Naya tel                                                                          \n",
              "How much do you face internet service disruption?                                                                      Never                                                                             \n",
              "Does your outlet have a secondary/back-up internet service available? If yes, please state its name:                   PTCL                                                                              \n",
              "Do you offer discounts to your customers?                                                                              No                                                                                \n",
              "Do you store customer related data?                                                                                    Yes                                                                               \n",
              "How did you pay/are paying for your current Point-of-Sale system?                                                      Monthly recurring                                                                 \n",
              "What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:                Cash                                                                              \n",
              "How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:  10 days                                                                           \n",
              "If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?    Cheaper price                                                                     \n",
              "If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: One-time payment: (10000)                                                         \n",
              "What are the most important features in a Point-of-Sale system? You may choose multiple options.                       Customer data, Dashboard, Employee management, Inventory management, Sales reports\n",
              "Survey_Assignment                                                                                                      Burhan                                                                            \n",
              "                                                                                                                       [,6]                                                                                    \n",
              "EmployeeCode                                                                                                           37459                                                                                   \n",
              "UserName                                                                                                               Muhammad  Saad                                                                          \n",
              "BusinessUnit                                                                                                           Customer Services North                                                                 \n",
              "Department                                                                                                             Operations - CS North                                                                   \n",
              "Name of the Outlet                                                                                                     Save mart cash n carry                                                                  \n",
              "Contact Information                                                                                                    3098080809                                                                              \n",
              "Point-of-Contact (Your Name)                                                                                           Naiz                                                                                    \n",
              "Address                                                                                                                G- 11 markz                                                                             \n",
              "Name of POS                                                                                                            Revozex pos                                                                             \n",
              "City                                                                                                                   Islamabad                                                                               \n",
              "How many employees do you have per outlet?                                                                             More than 5 but less than 10                                                            \n",
              "Please choose the type of organization you are:                                                                        Multiple outlets                                                                        \n",
              "How satisfied are you with your current Point-of-Sale system?                                                          Satisfied                                                                               \n",
              "What language is your Point-of-Sale system in?                                                                         English                                                                                 \n",
              "What device do you use for accessing your Point-of-Sale system?                                                        PC                                                                                      \n",
              "Please choose the kind of Point-of-Sale you would like to have:                                                        Easy to Use                                                                             \n",
              "Please choose how you would like your Point-of-Sale system:                                                            Web-based                                                                               \n",
              "Do you have internet access at your outlet?                                                                            Yes                                                                                     \n",
              "Please state the name of the internet service used at your outlet:                                                     Ptcl                                                                                    \n",
              "How much do you face internet service disruption?                                                                      Never                                                                                   \n",
              "Does your outlet have a secondary/back-up internet service available? If yes, please state its name:                   No                                                                                      \n",
              "Do you offer discounts to your customers?                                                                              No                                                                                      \n",
              "Do you store customer related data?                                                                                    No                                                                                      \n",
              "How did you pay/are paying for your current Point-of-Sale system?                                                      Onetime payment                                                                         \n",
              "What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:                Cash, Credit/Debit Cards                                                                \n",
              "How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:  15 days                                                                                 \n",
              "If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?    More functionalities                                                                    \n",
              "If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: One-time payment: (2.5 k)                                                               \n",
              "What are the most important features in a Point-of-Sale system? You may choose multiple options.                       Customer data, Employee management, Inventory management, Mobile checkout, Sales reports\n",
              "Survey_Assignment                                                                                                      Burhan                                                                                  \n",
              "                                                                                                                       [,7]                        \n",
              "EmployeeCode                                                                                                           34314                       \n",
              "UserName                                                                                                               Umer  Khalid                \n",
              "BusinessUnit                                                                                                           Customer Services North     \n",
              "Department                                                                                                             Operations - CS North       \n",
              "Name of the Outlet                                                                                                     Veri tax                    \n",
              "Contact Information                                                                                                    3235893179                  \n",
              "Point-of-Contact (Your Name)                                                                                           Umer Khalid                 \n",
              "Address                                                                                                                Chota Bazar sadar           \n",
              "Name of POS                                                                                                            Abuzar                      \n",
              "City                                                                                                                   Rawalpindi                  \n",
              "How many employees do you have per outlet?                                                                             Less than 5                 \n",
              "Please choose the type of organization you are:                                                                        Single Outlet               \n",
              "How satisfied are you with your current Point-of-Sale system?                                                          Satisfied                   \n",
              "What language is your Point-of-Sale system in?                                                                         Both, English & Urdu        \n",
              "What device do you use for accessing your Point-of-Sale system?                                                        PC                          \n",
              "Please choose the kind of Point-of-Sale you would like to have:                                                        Easy to Use                 \n",
              "Please choose how you would like your Point-of-Sale system:                                                            Standalone                  \n",
              "Do you have internet access at your outlet?                                                                            Yes                         \n",
              "Please state the name of the internet service used at your outlet:                                                     Mobilink device             \n",
              "How much do you face internet service disruption?                                                                      Sometimes                   \n",
              "Does your outlet have a secondary/back-up internet service available? If yes, please state its name:                   Na                          \n",
              "Do you offer discounts to your customers?                                                                              Yes                         \n",
              "Do you store customer related data?                                                                                    No                          \n",
              "How did you pay/are paying for your current Point-of-Sale system?                                                      Onetime payment             \n",
              "What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:                Cash                        \n",
              "How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:  Half month                  \n",
              "If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?    More functionalities        \n",
              "If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: One-time payment: (25000)   \n",
              "What are the most important features in a Point-of-Sale system? You may choose multiple options.                       Customer data, Sales reports\n",
              "Survey_Assignment                                                                                                      Burhan                      \n",
              "                                                                                                                       [,8]                   \n",
              "EmployeeCode                                                                                                           34314                  \n",
              "UserName                                                                                                               Umer  Khalid           \n",
              "BusinessUnit                                                                                                           Customer Services North\n",
              "Department                                                                                                             Operations - CS North  \n",
              "Name of the Outlet                                                                                                     Pindi pharmacy         \n",
              "Contact Information                                                                                                    051-51255520           \n",
              "Point-of-Contact (Your Name)                                                                                           Umer Khalid            \n",
              "Address                                                                                                                Hospital Road          \n",
              "Name of POS                                                                                                            Abu Zar                \n",
              "City                                                                                                                   Rawalpindi             \n",
              "How many employees do you have per outlet?                                                                             Less than 5            \n",
              "Please choose the type of organization you are:                                                                        Single Outlet          \n",
              "How satisfied are you with your current Point-of-Sale system?                                                          Satisfied              \n",
              "What language is your Point-of-Sale system in?                                                                         Both, English & Urdu   \n",
              "What device do you use for accessing your Point-of-Sale system?                                                        PC                     \n",
              "Please choose the kind of Point-of-Sale you would like to have:                                                        Easy to Use            \n",
              "Please choose how you would like your Point-of-Sale system:                                                            Standalone             \n",
              "Do you have internet access at your outlet?                                                                            Yes                    \n",
              "Please state the name of the internet service used at your outlet:                                                     Ptcl                   \n",
              "How much do you face internet service disruption?                                                                      Never                  \n",
              "Does your outlet have a secondary/back-up internet service available? If yes, please state its name:                   Na                     \n",
              "Do you offer discounts to your customers?                                                                              No                     \n",
              "Do you store customer related data?                                                                                    No                     \n",
              "How did you pay/are paying for your current Point-of-Sale system?                                                      Onetime payment        \n",
              "What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:                Cash                   \n",
              "How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:  1 Month                \n",
              "If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?    More functionalities   \n",
              "If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: Yearly Plan: (Na)      \n",
              "What are the most important features in a Point-of-Sale system? You may choose multiple options.                       Sales reports          \n",
              "Survey_Assignment                                                                                                      Burhan                 \n",
              "                                                                                                                       [,9]                                                                                               \n",
              "EmployeeCode                                                                                                           32117                                                                                              \n",
              "UserName                                                                                                               Osama Shakeel Abbasi                                                                               \n",
              "BusinessUnit                                                                                                           Customer Services South                                                                            \n",
              "Department                                                                                                             Operations - CS South                                                                              \n",
              "Name of the Outlet                                                                                                     Hangtan                                                                                            \n",
              "Contact Information                                                                                                    03158522906 head office number                                                                     \n",
              "Point-of-Contact (Your Name)                                                                                           Majid                                                                                              \n",
              "Address                                                                                                                2nd flr dolmen mall tariq rd                                                                       \n",
              "Name of POS                                                                                                            Not provided call on given number they will guide you                                              \n",
              "City                                                                                                                   Karachi                                                                                            \n",
              "How many employees do you have per outlet?                                                                             More than 5 but less than 10                                                                       \n",
              "Please choose the type of organization you are:                                                                        Multiple outlets                                                                                   \n",
              "How satisfied are you with your current Point-of-Sale system?                                                          Satisfied                                                                                          \n",
              "What language is your Point-of-Sale system in?                                                                         English                                                                                            \n",
              "What device do you use for accessing your Point-of-Sale system?                                                        PC                                                                                                 \n",
              "Please choose the kind of Point-of-Sale you would like to have:                                                        Easy to Use                                                                                        \n",
              "Please choose how you would like your Point-of-Sale system:                                                            Web-based                                                                                          \n",
              "Do you have internet access at your outlet?                                                                            Yes                                                                                                \n",
              "Please state the name of the internet service used at your outlet:                                                     Ptcl                                                                                               \n",
              "How much do you face internet service disruption?                                                                      Little                                                                                             \n",
              "Does your outlet have a secondary/back-up internet service available? If yes, please state its name:                   No                                                                                                 \n",
              "Do you offer discounts to your customers?                                                                              Yes                                                                                                \n",
              "Do you store customer related data?                                                                                    No                                                                                                 \n",
              "How did you pay/are paying for your current Point-of-Sale system?                                                      Monthly recurring                                                                                  \n",
              "What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:                Cash, Credit/Debit Cards                                                                           \n",
              "How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:  2                                                                                                  \n",
              "If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?    Cheaper price                                                                                      \n",
              "If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: Monthly Recurring: (Depend on System)                                                              \n",
              "What are the most important features in a Point-of-Sale system? You may choose multiple options.                       Customer data, Dashboard, Employee management, Inventory management, Mobile checkout, Sales reports\n",
              "Survey_Assignment                                                                                                      Burhan                                                                                             \n",
              "                                                                                                                       [,10]                                                                                                                                           \n",
              "EmployeeCode                                                                                                           32117                                                                                                                                           \n",
              "UserName                                                                                                               Osama Shakeel Abbasi                                                                                                                            \n",
              "BusinessUnit                                                                                                           Customer Services South                                                                                                                         \n",
              "Department                                                                                                             Operations - CS South                                                                                                                           \n",
              "Name of the Outlet                                                                                                     Polka Dot                                                                                                                                       \n",
              "Contact Information                                                                                                    3003487079                                                                                                                                      \n",
              "Point-of-Contact (Your Name)                                                                                           Anwar                                                                                                                                           \n",
              "Address                                                                                                                First flr dolmen mall tariq rd                                                                                                                  \n",
              "Name of POS                                                                                                            Cbs                                                                                                                                             \n",
              "City                                                                                                                   Karachi                                                                                                                                         \n",
              "How many employees do you have per outlet?                                                                             Less than 5                                                                                                                                     \n",
              "Please choose the type of organization you are:                                                                        Single Outlet                                                                                                                                   \n",
              "How satisfied are you with your current Point-of-Sale system?                                                          Satisfied                                                                                                                                       \n",
              "What language is your Point-of-Sale system in?                                                                         English                                                                                                                                         \n",
              "What device do you use for accessing your Point-of-Sale system?                                                        PC                                                                                                                                              \n",
              "Please choose the kind of Point-of-Sale you would like to have:                                                        Easy to Use                                                                                                                                     \n",
              "Please choose how you would like your Point-of-Sale system:                                                            Web-based                                                                                                                                       \n",
              "Do you have internet access at your outlet?                                                                            Yes                                                                                                                                             \n",
              "Please state the name of the internet service used at your outlet:                                                     Ptcl                                                                                                                                            \n",
              "How much do you face internet service disruption?                                                                      Little                                                                                                                                          \n",
              "Does your outlet have a secondary/back-up internet service available? If yes, please state its name:                   No                                                                                                                                              \n",
              "Do you offer discounts to your customers?                                                                              No                                                                                                                                              \n",
              "Do you store customer related data?                                                                                    Yes                                                                                                                                             \n",
              "How did you pay/are paying for your current Point-of-Sale system?                                                      Monthly recurring                                                                                                                               \n",
              "What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:                Cash, Credit/Debit Cards                                                                                                                        \n",
              "How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:  3                                                                                                                                               \n",
              "If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?    More functionalities                                                                                                                            \n",
              "If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: Monthly Recurring:                                                                                                                              \n",
              "What are the most important features in a Point-of-Sale system? You may choose multiple options.                       Centralized management for multiple locations, Customer data, Customization, Dashboard, Employee management, Inventory management, Sales reports\n",
              "Survey_Assignment                                                                                                      Burhan                                                                                                                                          \n",
              "                                                                                                                       [,11]                                                   \n",
              "EmployeeCode                                                                                                           37472                                                   \n",
              "UserName                                                                                                               Waqar  Masood                                           \n",
              "BusinessUnit                                                                                                           Customer Services North                                 \n",
              "Department                                                                                                             Operations - CS North                                   \n",
              "Name of the Outlet                                                                                                     abbasi super store l9 markaz                            \n",
              "Contact Information                                                                                                    3365404169                                              \n",
              "Point-of-Contact (Your Name)                                                                                           waqar masood                                            \n",
              "Address                                                                                                                i9 markaz islamaba                                      \n",
              "Name of POS                                                                                                            i saft                                                  \n",
              "City                                                                                                                   islamabad                                               \n",
              "How many employees do you have per outlet?                                                                             Less than 5                                             \n",
              "Please choose the type of organization you are:                                                                        Single Outlet                                           \n",
              "How satisfied are you with your current Point-of-Sale system?                                                          A little Satisfied                                      \n",
              "What language is your Point-of-Sale system in?                                                                         English                                                 \n",
              "What device do you use for accessing your Point-of-Sale system?                                                        PC                                                      \n",
              "Please choose the kind of Point-of-Sale you would like to have:                                                        Easy to Use                                             \n",
              "Please choose how you would like your Point-of-Sale system:                                                            Web-based                                               \n",
              "Do you have internet access at your outlet?                                                                            No                                                      \n",
              "Please state the name of the internet service used at your outlet:                                                     not use net                                             \n",
              "How much do you face internet service disruption?                                                                      No internet                                             \n",
              "Does your outlet have a secondary/back-up internet service available? If yes, please state its name:                   not use                                                 \n",
              "Do you offer discounts to your customers?                                                                              Yes                                                     \n",
              "Do you store customer related data?                                                                                    Yes                                                     \n",
              "How did you pay/are paying for your current Point-of-Sale system?                                                      Onetime payment                                         \n",
              "What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:                Cash                                                    \n",
              "How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:  2manth                                                  \n",
              "If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?    Quick resolution of problem                             \n",
              "If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: One-time payment: (good behaviar)                       \n",
              "What are the most important features in a Point-of-Sale system? You may choose multiple options.                       Employee management, Inventory management, Sales reports\n",
              "Survey_Assignment                                                                                                      Burhan                                                  \n",
              "                                                                                                                       [,12]                                                                         \n",
              "EmployeeCode                                                                                                           35804                                                                         \n",
              "UserName                                                                                                               Syed Abbas Raza                                                               \n",
              "BusinessUnit                                                                                                           Customer Services South                                                       \n",
              "Department                                                                                                             Operations - CS South                                                         \n",
              "Name of the Outlet                                                                                                     Outfitter                                                                     \n",
              "Contact Information                                                                                                    3159010869                                                                    \n",
              "Point-of-Contact (Your Name)                                                                                           Mr. Adil                                                                      \n",
              "Address                                                                                                                G-8 lucky one mall                                                            \n",
              "Name of POS                                                                                                            Danimic 365                                                                   \n",
              "City                                                                                                                   Karachi                                                                       \n",
              "How many employees do you have per outlet?                                                                             More than 10                                                                  \n",
              "Please choose the type of organization you are:                                                                        Chain                                                                         \n",
              "How satisfied are you with your current Point-of-Sale system?                                                          Very Satisfied                                                                \n",
              "What language is your Point-of-Sale system in?                                                                         English                                                                       \n",
              "What device do you use for accessing your Point-of-Sale system?                                                        PC                                                                            \n",
              "Please choose the kind of Point-of-Sale you would like to have:                                                        Easy to Use                                                                   \n",
              "Please choose how you would like your Point-of-Sale system:                                                            Web-based                                                                     \n",
              "Do you have internet access at your outlet?                                                                            Yes                                                                           \n",
              "Please state the name of the internet service used at your outlet:                                                     Multinet                                                                      \n",
              "How much do you face internet service disruption?                                                                      Never                                                                         \n",
              "Does your outlet have a secondary/back-up internet service available? If yes, please state its name:                   No                                                                            \n",
              "Do you offer discounts to your customers?                                                                              Yes                                                                           \n",
              "Do you store customer related data?                                                                                    Yes                                                                           \n",
              "How did you pay/are paying for your current Point-of-Sale system?                                                      Onetime payment                                                               \n",
              "What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:                Credit/Debit Cards, Cash                                                      \n",
              "How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:  5                                                                             \n",
              "If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?    Cheaper price                                                                 \n",
              "If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: One-time payment: (Not provided)                                              \n",
              "What are the most important features in a Point-of-Sale system? You may choose multiple options.                       Customer data, Dashboard, Inventory management, Loyalty Program, Sales reports\n",
              "Survey_Assignment                                                                                                      Burhan                                                                        \n",
              "                                                                                                                       [,13]                         \n",
              "EmployeeCode                                                                                                           36607                         \n",
              "UserName                                                                                                               Mudassir Shujat Ali           \n",
              "BusinessUnit                                                                                                           Customer Services South       \n",
              "Department                                                                                                             Operations - CS South         \n",
              "Name of the Outlet                                                                                                     O Five                        \n",
              "Contact Information                                                                                                    2134321241                    \n",
              "Point-of-Contact (Your Name)                                                                                           Aqeel                         \n",
              "Address                                                                                                                F-190 Dolmen mall Tariq road  \n",
              "Name of POS                                                                                                            IMS                           \n",
              "City                                                                                                                   Karachi                       \n",
              "How many employees do you have per outlet?                                                                             Less than 5                   \n",
              "Please choose the type of organization you are:                                                                        Chain                         \n",
              "How satisfied are you with your current Point-of-Sale system?                                                          Very Satisfied                \n",
              "What language is your Point-of-Sale system in?                                                                         English                       \n",
              "What device do you use for accessing your Point-of-Sale system?                                                        Laptop                        \n",
              "Please choose the kind of Point-of-Sale you would like to have:                                                        Comprehensive in functionality\n",
              "Please choose how you would like your Point-of-Sale system:                                                            Web-based                     \n",
              "Do you have internet access at your outlet?                                                                            Yes                           \n",
              "Please state the name of the internet service used at your outlet:                                                     Ptcl                          \n",
              "How much do you face internet service disruption?                                                                      A lot                         \n",
              "Does your outlet have a secondary/back-up internet service available? If yes, please state its name:                   No                            \n",
              "Do you offer discounts to your customers?                                                                              Yes                           \n",
              "Do you store customer related data?                                                                                    Yes                           \n",
              "How did you pay/are paying for your current Point-of-Sale system?                                                      Yearly plan                   \n",
              "What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:                Cash, Credit/Debit Cards      \n",
              "How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:  1 week                        \n",
              "If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?    Cheaper price                 \n",
              "If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: Yearly Plan: (9000)           \n",
              "What are the most important features in a Point-of-Sale system? You may choose multiple options.                       Dashboard                     \n",
              "Survey_Assignment                                                                                                      Burhan                        \n",
              "                                                                                                                       [,14]                                                                               \n",
              "EmployeeCode                                                                                                             769                                                                               \n",
              "UserName                                                                                                               Shafique  Ahmed                                                                     \n",
              "BusinessUnit                                                                                                           Customer Services South                                                             \n",
              "Department                                                                                                             Service Quality                                                                     \n",
              "Name of the Outlet                                                                                                     Ali Chemist and Pharmacy                                                            \n",
              "Contact Information                                                                                                    3213709487                                                                          \n",
              "Point-of-Contact (Your Name)                                                                                           Qasim                                                                               \n",
              "Address                                                                                                                Ali's Appartment near NMC                                                           \n",
              "Name of POS                                                                                                            Keno                                                                                \n",
              "City                                                                                                                   Karachi                                                                             \n",
              "How many employees do you have per outlet?                                                                             More than 5 but less than 10                                                        \n",
              "Please choose the type of organization you are:                                                                        Multiple outlets                                                                    \n",
              "How satisfied are you with your current Point-of-Sale system?                                                          Satisfied                                                                           \n",
              "What language is your Point-of-Sale system in?                                                                         English                                                                             \n",
              "What device do you use for accessing your Point-of-Sale system?                                                        Point-of-Sale company hardware                                                      \n",
              "Please choose the kind of Point-of-Sale you would like to have:                                                        Easy to Use                                                                         \n",
              "Please choose how you would like your Point-of-Sale system:                                                            Standalone                                                                          \n",
              "Do you have internet access at your outlet?                                                                            Yes                                                                                 \n",
              "Please state the name of the internet service used at your outlet:                                                     PTCL                                                                                \n",
              "How much do you face internet service disruption?                                                                      Sometimes                                                                           \n",
              "Does your outlet have a secondary/back-up internet service available? If yes, please state its name:                   No                                                                                  \n",
              "Do you offer discounts to your customers?                                                                              Yes                                                                                 \n",
              "Do you store customer related data?                                                                                    No                                                                                  \n",
              "How did you pay/are paying for your current Point-of-Sale system?                                                      Monthly recurring                                                                   \n",
              "What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:                Cash, Credit/Debit Cards, Easypaisa, Jazz Cash, QR code                             \n",
              "How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:  1                                                                                   \n",
              "If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?    Cheaper price                                                                       \n",
              "If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: One-time payment: (Want heavy duscount ready to pay one time  no amount range given)\n",
              "What are the most important features in a Point-of-Sale system? You may choose multiple options.                       Mobile checkout                                                                     \n",
              "Survey_Assignment                                                                                                      Burhan                                                                              \n",
              "                                                                                                                       [,15]                           \n",
              "EmployeeCode                                                                                                           36575                           \n",
              "UserName                                                                                                               Junaid Butt                     \n",
              "BusinessUnit                                                                                                           Customer Services South         \n",
              "Department                                                                                                             Operations - CS South           \n",
              "Name of the Outlet                                                                                                     Mujna                           \n",
              "Contact Information                                                                                                    3212693749                      \n",
              "Point-of-Contact (Your Name)                                                                                           Farukh                          \n",
              "Address                                                                                                                2nd floor dolmen mall tariq road\n",
              "Name of POS                                                                                                            I-gon                           \n",
              "City                                                                                                                   Karachi                         \n",
              "How many employees do you have per outlet?                                                                             Less than 5                     \n",
              "Please choose the type of organization you are:                                                                        Single Outlet                   \n",
              "How satisfied are you with your current Point-of-Sale system?                                                          Satisfied                       \n",
              "What language is your Point-of-Sale system in?                                                                         Both, English & Urdu            \n",
              "What device do you use for accessing your Point-of-Sale system?                                                        PC                              \n",
              "Please choose the kind of Point-of-Sale you would like to have:                                                        Easy to Use                     \n",
              "Please choose how you would like your Point-of-Sale system:                                                            Web-based                       \n",
              "Do you have internet access at your outlet?                                                                            Yes                             \n",
              "Please state the name of the internet service used at your outlet:                                                     Ptcl                            \n",
              "How much do you face internet service disruption?                                                                      Sometimes                       \n",
              "Does your outlet have a secondary/back-up internet service available? If yes, please state its name:                   Yes                             \n",
              "Do you offer discounts to your customers?                                                                              Yes                             \n",
              "Do you store customer related data?                                                                                    Yes                             \n",
              "How did you pay/are paying for your current Point-of-Sale system?                                                      Yearly plan                     \n",
              "What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:                Cash, Credit/Debit Cards        \n",
              "How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:  4 days                          \n",
              "If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?    Customization according to needs\n",
              "If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: Yearly Plan:                    \n",
              "What are the most important features in a Point-of-Sale system? You may choose multiple options.                       Customer data                   \n",
              "Survey_Assignment                                                                                                      Burhan                          \n",
              "                                                                                                                       [,16]                                                                         \n",
              "EmployeeCode                                                                                                           35804                                                                         \n",
              "UserName                                                                                                               Syed Abbas Raza                                                               \n",
              "BusinessUnit                                                                                                           Customer Services South                                                       \n",
              "Department                                                                                                             Operations - CS South                                                         \n",
              "Name of the Outlet                                                                                                     Nishat linen (luckyone)                                                       \n",
              "Contact Information                                                                                                    3002568054                                                                    \n",
              "Point-of-Contact (Your Name)                                                                                           Mr. Ali                                                                       \n",
              "Address                                                                                                                Shop no G-17 luckyone mall                                                    \n",
              "Name of POS                                                                                                            Moderm                                                                        \n",
              "City                                                                                                                   Karachi                                                                       \n",
              "How many employees do you have per outlet?                                                                             More than 10                                                                  \n",
              "Please choose the type of organization you are:                                                                        Chain                                                                         \n",
              "How satisfied are you with your current Point-of-Sale system?                                                          Very Satisfied                                                                \n",
              "What language is your Point-of-Sale system in?                                                                         English                                                                       \n",
              "What device do you use for accessing your Point-of-Sale system?                                                        PC                                                                            \n",
              "Please choose the kind of Point-of-Sale you would like to have:                                                        Easy to Use                                                                   \n",
              "Please choose how you would like your Point-of-Sale system:                                                            Web-based                                                                     \n",
              "Do you have internet access at your outlet?                                                                            Yes                                                                           \n",
              "Please state the name of the internet service used at your outlet:                                                     Multinet                                                                      \n",
              "How much do you face internet service disruption?                                                                      Never                                                                         \n",
              "Does your outlet have a secondary/back-up internet service available? If yes, please state its name:                   No                                                                            \n",
              "Do you offer discounts to your customers?                                                                              Yes                                                                           \n",
              "Do you store customer related data?                                                                                    Yes                                                                           \n",
              "How did you pay/are paying for your current Point-of-Sale system?                                                      Onetime payment                                                               \n",
              "What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:                Cash, Credit/Debit Cards                                                      \n",
              "How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:  20                                                                            \n",
              "If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?    Cheaper price                                                                 \n",
              "If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: One-time payment: (Not provided)                                              \n",
              "What are the most important features in a Point-of-Sale system? You may choose multiple options.                       Customer data, Dashboard, Inventory management, Loyalty Program, Sales reports\n",
              "Survey_Assignment                                                                                                      Burhan                                                                        "
            ],
            "text/latex": "A matrix: 30 × 16 of type chr\n\\begin{tabular}{r|llllllllllllllll}\n\tEmployeeCode & 34314                              & 37472                                                                          & 36607                                                  & 36575                                 & 31607                                                                              & 37459                                                                                    & 34314                        & 34314                   & 32117                                                                                               & 32117                                                                                                                                            & 37472                                                    & 35804                                                                          & 36607                          &   769                                                                                & 36575                            & 35804                                                                         \\\\\n\tUserName & Umer  Khalid                       & Waqar  Masood                                                                  & Mudassir Shujat Ali                                    & Junaid Butt                           & Tanveer Zaman                                                                      & Muhammad  Saad                                                                           & Umer  Khalid                 & Umer  Khalid            & Osama Shakeel Abbasi                                                                                & Osama Shakeel Abbasi                                                                                                                             & Waqar  Masood                                            & Syed Abbas Raza                                                                & Mudassir Shujat Ali            & Shafique  Ahmed                                                                      & Junaid Butt                      & Syed Abbas Raza                                                               \\\\\n\tBusinessUnit & Customer Services North            & Customer Services North                                                        & Customer Services South                                & Customer Services South               & Customer Services North                                                            & Customer Services North                                                                  & Customer Services North      & Customer Services North & Customer Services South                                                                             & Customer Services South                                                                                                                          & Customer Services North                                  & Customer Services South                                                        & Customer Services South        & Customer Services South                                                              & Customer Services South          & Customer Services South                                                       \\\\\n\tDepartment & Operations - CS North              & Operations - CS North                                                          & Operations - CS South                                  & Operations - CS South                 & Operations - CS North                                                              & Operations - CS North                                                                    & Operations - CS North        & Operations - CS North   & Operations - CS South                                                                               & Operations - CS South                                                                                                                            & Operations - CS North                                    & Operations - CS South                                                          & Operations - CS South          & Service Quality                                                                      & Operations - CS South            & Operations - CS South                                                         \\\\\n\tName of the Outlet & Khattak Pharmacy                   & mughal fharmacy                                                                & Edenrobe                                               & Riyaz shab                            & United General Store                                                               & Save mart cash n carry                                                                   & Veri tax                     & Pindi pharmacy          & Hangtan                                                                                             & Polka Dot                                                                                                                                        & abbasi super store l9 markaz                             & Outfitter                                                                      & O Five                         & Ali Chemist and Pharmacy                                                             & Mujna                            & Nishat linen (luckyone)                                                       \\\\\n\tContact Information & 051-5125493                        & 3165775956                                                                     & 2134321412                                             & 3438921754                            & 3345351727                                                                         & 3098080809                                                                               & 3235893179                   & 051-51255520            & 03158522906 head office number                                                                      & 3003487079                                                                                                                                       & 3365404169                                               & 3159010869                                                                     & 2134321241                     & 3213709487                                                                           & 3212693749                       & 3002568054                                                                    \\\\\n\tPoint-of-Contact (Your Name) & Umer Khalid                        & hamza                                                                          & Nazish                                                 & Shafeeq                               & Tanveer Zaman                                                                      & Naiz                                                                                     & Umer Khalid                  & Umer Khalid             & Majid                                                                                               & Anwar                                                                                                                                            & waqar masood                                             & Mr. Adil                                                                       & Aqeel                          & Qasim                                                                                & Farukh                           & Mr. Ali                                                                       \\\\\n\tAddress & Chota bazar sadar                  & quree road rawalpindi nera al habib bank                                       & 1st floor dolmen mall Tariq road                       & Shop\\#G-8 tariq road dolmen mall       & Lalkurti                                                                           & G- 11 markz                                                                              & Chota Bazar sadar            & Hospital Road           & 2nd flr dolmen mall tariq rd                                                                        & First flr dolmen mall tariq rd                                                                                                                   & i9 markaz islamaba                                       & G-8 lucky one mall                                                             & F-190 Dolmen mall Tariq road   & Ali's Appartment near NMC                                                            & 2nd floor dolmen mall tariq road & Shop no G-17 luckyone mall                                                    \\\\\n\tName of POS & Abuzar                             & abuzaar pos                                                                    & RMS                                                    & Metro                                 & Private                                                                            & Revozex pos                                                                              & Abuzar                       & Abu Zar                 & Not provided call on given number they will guide you                                               & Cbs                                                                                                                                              & i saft                                                   & Danimic 365                                                                    & IMS                            & Keno                                                                                 & I-gon                            & Moderm                                                                        \\\\\n\tCity & Rawalpindi                         & rawalpindi                                                                     & Karachi                                                & Karachi                               & Rawalpindi                                                                         & Islamabad                                                                                & Rawalpindi                   & Rawalpindi              & Karachi                                                                                             & Karachi                                                                                                                                          & islamabad                                                & Karachi                                                                        & Karachi                        & Karachi                                                                              & Karachi                          & Karachi                                                                       \\\\\n\tHow many employees do you have per outlet? & More than 5 but less than 10       & Less than 5                                                                    & Less than 5                                            & Less than 5                           & More than 10                                                                       & More than 5 but less than 10                                                             & Less than 5                  & Less than 5             & More than 5 but less than 10                                                                        & Less than 5                                                                                                                                      & Less than 5                                              & More than 10                                                                   & Less than 5                    & More than 5 but less than 10                                                         & Less than 5                      & More than 10                                                                  \\\\\n\tPlease choose the type of organization you are: & Single Outlet                      & Single Outlet                                                                  & Chain                                                  & Single Outlet                         & Single Outlet                                                                      & Multiple outlets                                                                         & Single Outlet                & Single Outlet           & Multiple outlets                                                                                    & Single Outlet                                                                                                                                    & Single Outlet                                            & Chain                                                                          & Chain                          & Multiple outlets                                                                     & Single Outlet                    & Chain                                                                         \\\\\n\tHow satisfied are you with your current Point-of-Sale system? & Satisfied                          & A little Satisfied                                                             & Very Satisfied                                         & Satisfied                             & Satisfied                                                                          & Satisfied                                                                                & Satisfied                    & Satisfied               & Satisfied                                                                                           & Satisfied                                                                                                                                        & A little Satisfied                                       & Very Satisfied                                                                 & Very Satisfied                 & Satisfied                                                                            & Satisfied                        & Very Satisfied                                                                \\\\\n\tWhat language is your Point-of-Sale system in? & Both, English \\& Urdu               & English                                                                        & Both, English \\& Urdu                                   & Both, English \\& Urdu                  & English                                                                            & English                                                                                  & Both, English \\& Urdu         & Both, English \\& Urdu    & English                                                                                             & English                                                                                                                                          & English                                                  & English                                                                        & English                        & English                                                                              & Both, English \\& Urdu             & English                                                                       \\\\\n\tWhat device do you use for accessing your Point-of-Sale system? & PC                                 & PC                                                                             & PC                                                     & PC                                    & Point-of-Sale company hardware                                                     & PC                                                                                       & PC                           & PC                      & PC                                                                                                  & PC                                                                                                                                               & PC                                                       & PC                                                                             & Laptop                         & Point-of-Sale company hardware                                                       & PC                               & PC                                                                            \\\\\n\tPlease choose the kind of Point-of-Sale you would like to have: & Easy to Use                        & Easy to Use                                                                    & Easy to Use                                            & Easy to Use                           & Easy to Use                                                                        & Easy to Use                                                                              & Easy to Use                  & Easy to Use             & Easy to Use                                                                                         & Easy to Use                                                                                                                                      & Easy to Use                                              & Easy to Use                                                                    & Comprehensive in functionality & Easy to Use                                                                          & Easy to Use                      & Easy to Use                                                                   \\\\\n\tPlease choose how you would like your Point-of-Sale system: & Standalone                         & Standalone                                                                     & Standalone                                             & Web-based                             & Standalone                                                                         & Web-based                                                                                & Standalone                   & Standalone              & Web-based                                                                                           & Web-based                                                                                                                                        & Web-based                                                & Web-based                                                                      & Web-based                      & Standalone                                                                           & Web-based                        & Web-based                                                                     \\\\\n\tDo you have internet access at your outlet? & No                                 & Yes                                                                            & Yes                                                    & Yes                                   & Yes                                                                                & Yes                                                                                      & Yes                          & Yes                     & Yes                                                                                                 & Yes                                                                                                                                              & No                                                       & Yes                                                                            & Yes                            & Yes                                                                                  & Yes                              & Yes                                                                           \\\\\n\tPlease state the name of the internet service used at your outlet: & Na                                 & ptcl                                                                           & Ptcl                                                   & Ptcl                                  & Naya tel                                                                           & Ptcl                                                                                     & Mobilink device              & Ptcl                    & Ptcl                                                                                                & Ptcl                                                                                                                                             & not use net                                              & Multinet                                                                       & Ptcl                           & PTCL                                                                                 & Ptcl                             & Multinet                                                                      \\\\\n\tHow much do you face internet service disruption? & No internet                        & Sometimes                                                                      & Sometimes                                              & Sometimes                             & Never                                                                              & Never                                                                                    & Sometimes                    & Never                   & Little                                                                                              & Little                                                                                                                                           & No internet                                              & Never                                                                          & A lot                          & Sometimes                                                                            & Sometimes                        & Never                                                                         \\\\\n\tDoes your outlet have a secondary/back-up internet service available? If yes, please state its name: & Na                                 & not bakup net                                                                  & No                                                     & No answer                             & PTCL                                                                               & No                                                                                       & Na                           & Na                      & No                                                                                                  & No                                                                                                                                               & not use                                                  & No                                                                             & No                             & No                                                                                   & Yes                              & No                                                                            \\\\\n\tDo you offer discounts to your customers? & No                                 & Yes                                                                            & No                                                     & No                                    & No                                                                                 & No                                                                                       & Yes                          & No                      & Yes                                                                                                 & No                                                                                                                                               & Yes                                                      & Yes                                                                            & Yes                            & Yes                                                                                  & Yes                              & Yes                                                                           \\\\\n\tDo you store customer related data? & No                                 & Yes                                                                            & Yes                                                    & Yes                                   & Yes                                                                                & No                                                                                       & No                           & No                      & No                                                                                                  & Yes                                                                                                                                              & Yes                                                      & Yes                                                                            & Yes                            & No                                                                                   & Yes                              & Yes                                                                           \\\\\n\tHow did you pay/are paying for your current Point-of-Sale system? & Yearly plan                        & Monthly recurring                                                              & Yearly plan                                            & Yearly plan                           & Monthly recurring                                                                  & Onetime payment                                                                          & Onetime payment              & Onetime payment         & Monthly recurring                                                                                   & Monthly recurring                                                                                                                                & Onetime payment                                          & Onetime payment                                                                & Yearly plan                    & Monthly recurring                                                                    & Yearly plan                      & Onetime payment                                                               \\\\\n\tWhat types of payment do you accept through your Point-of-Sale system? You may choose multiple options: & Cash                               & Cash                                                                           & Cash, Credit/Debit Cards                               & Cash                                  & Cash                                                                               & Cash, Credit/Debit Cards                                                                 & Cash                         & Cash                    & Cash, Credit/Debit Cards                                                                            & Cash, Credit/Debit Cards                                                                                                                         & Cash                                                     & Credit/Debit Cards, Cash                                                       & Cash, Credit/Debit Cards       & Cash, Credit/Debit Cards, Easypaisa, Jazz Cash, QR code                              & Cash, Credit/Debit Cards         & Cash, Credit/Debit Cards                                                      \\\\\n\tHow long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days: & 1 Month                            & 2 month                                                                        & 3 days                                                 & 4 days                                & 10 days                                                                            & 15 days                                                                                  & Half month                   & 1 Month                 & 2                                                                                                   & 3                                                                                                                                                & 2manth                                                   & 5                                                                              & 1 week                         & 1                                                                                    & 4 days                           & 20                                                                            \\\\\n\tIf you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons? & More functionalities               & Cheaper price                                                                  & Customization according to needs                       & Quick resolution of problem           & Cheaper price                                                                      & More functionalities                                                                     & More functionalities         & More functionalities    & Cheaper price                                                                                       & More functionalities                                                                                                                             & Quick resolution of problem                              & Cheaper price                                                                  & Cheaper price                  & Cheaper price                                                                        & Customization according to needs & Cheaper price                                                                 \\\\\n\tIf you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: & Yearly Plan: (Na)                  & Monthly Recurring: (monthly pyment)                                            & One-time payment: (1500)                               & Yearly Plan: (Depend on the machine ) & One-time payment: (10000)                                                          & One-time payment: (2.5 k)                                                                & One-time payment: (25000)    & Yearly Plan: (Na)       & Monthly Recurring: (Depend on System)                                                               & Monthly Recurring:                                                                                                                               & One-time payment: (good behaviar)                        & One-time payment: (Not provided)                                               & Yearly Plan: (9000)            & One-time payment: (Want heavy duscount ready to pay one time  no amount range given) & Yearly Plan:                     & One-time payment: (Not provided)                                              \\\\\n\tWhat are the most important features in a Point-of-Sale system? You may choose multiple options. & Employee management, Sales reports & Customer data, Inventory management, Procurement through system, Sales reports & Customer data, Customization, Dashboard, Sales reports & Inventory management                  & Customer data, Dashboard, Employee management, Inventory management, Sales reports & Customer data, Employee management, Inventory management, Mobile checkout, Sales reports & Customer data, Sales reports & Sales reports           & Customer data, Dashboard, Employee management, Inventory management, Mobile checkout, Sales reports & Centralized management for multiple locations, Customer data, Customization, Dashboard, Employee management, Inventory management, Sales reports & Employee management, Inventory management, Sales reports & Customer data, Dashboard, Inventory management, Loyalty Program, Sales reports & Dashboard                      & Mobile checkout                                                                      & Customer data                    & Customer data, Dashboard, Inventory management, Loyalty Program, Sales reports\\\\\n\tSurvey\\_Assignment & Burhan                             & Burhan                                                                         & Burhan                                                 & Burhan                                & Burhan                                                                             & Burhan                                                                                   & Burhan                       & Burhan                  & Burhan                                                                                              & Burhan                                                                                                                                           & Burhan                                                   & Burhan                                                                         & Burhan                         & Burhan                                                                               & Burhan                           & Burhan                                                                        \\\\\n\\end{tabular}\n",
            "text/markdown": "\nA matrix: 30 × 16 of type chr\n\n| EmployeeCode | 34314                              | 37472                                                                          | 36607                                                  | 36575                                 | 31607                                                                              | 37459                                                                                    | 34314                        | 34314                   | 32117                                                                                               | 32117                                                                                                                                            | 37472                                                    | 35804                                                                          | 36607                          |   769                                                                                | 36575                            | 35804                                                                          |\n| UserName | Umer  Khalid                       | Waqar  Masood                                                                  | Mudassir Shujat Ali                                    | Junaid Butt                           | Tanveer Zaman                                                                      | Muhammad  Saad                                                                           | Umer  Khalid                 | Umer  Khalid            | Osama Shakeel Abbasi                                                                                | Osama Shakeel Abbasi                                                                                                                             | Waqar  Masood                                            | Syed Abbas Raza                                                                | Mudassir Shujat Ali            | Shafique  Ahmed                                                                      | Junaid Butt                      | Syed Abbas Raza                                                                |\n| BusinessUnit | Customer Services North            | Customer Services North                                                        | Customer Services South                                | Customer Services South               | Customer Services North                                                            | Customer Services North                                                                  | Customer Services North      | Customer Services North | Customer Services South                                                                             | Customer Services South                                                                                                                          | Customer Services North                                  | Customer Services South                                                        | Customer Services South        | Customer Services South                                                              | Customer Services South          | Customer Services South                                                        |\n| Department | Operations - CS North              | Operations - CS North                                                          | Operations - CS South                                  | Operations - CS South                 | Operations - CS North                                                              | Operations - CS North                                                                    | Operations - CS North        | Operations - CS North   | Operations - CS South                                                                               | Operations - CS South                                                                                                                            | Operations - CS North                                    | Operations - CS South                                                          | Operations - CS South          | Service Quality                                                                      | Operations - CS South            | Operations - CS South                                                          |\n| Name of the Outlet | Khattak Pharmacy                   | mughal fharmacy                                                                | Edenrobe                                               | Riyaz shab                            | United General Store                                                               | Save mart cash n carry                                                                   | Veri tax                     | Pindi pharmacy          | Hangtan                                                                                             | Polka Dot                                                                                                                                        | abbasi super store l9 markaz                             | Outfitter                                                                      | O Five                         | Ali Chemist and Pharmacy                                                             | Mujna                            | Nishat linen (luckyone)                                                        |\n| Contact Information | 051-5125493                        | 3165775956                                                                     | 2134321412                                             | 3438921754                            | 3345351727                                                                         | 3098080809                                                                               | 3235893179                   | 051-51255520            | 03158522906 head office number                                                                      | 3003487079                                                                                                                                       | 3365404169                                               | 3159010869                                                                     | 2134321241                     | 3213709487                                                                           | 3212693749                       | 3002568054                                                                     |\n| Point-of-Contact (Your Name) | Umer Khalid                        | hamza                                                                          | Nazish                                                 | Shafeeq                               | Tanveer Zaman                                                                      | Naiz                                                                                     | Umer Khalid                  | Umer Khalid             | Majid                                                                                               | Anwar                                                                                                                                            | waqar masood                                             | Mr. Adil                                                                       | Aqeel                          | Qasim                                                                                | Farukh                           | Mr. Ali                                                                        |\n| Address | Chota bazar sadar                  | quree road rawalpindi nera al habib bank                                       | 1st floor dolmen mall Tariq road                       | Shop#G-8 tariq road dolmen mall       | Lalkurti                                                                           | G- 11 markz                                                                              | Chota Bazar sadar            | Hospital Road           | 2nd flr dolmen mall tariq rd                                                                        | First flr dolmen mall tariq rd                                                                                                                   | i9 markaz islamaba                                       | G-8 lucky one mall                                                             | F-190 Dolmen mall Tariq road   | Ali's Appartment near NMC                                                            | 2nd floor dolmen mall tariq road | Shop no G-17 luckyone mall                                                     |\n| Name of POS | Abuzar                             | abuzaar pos                                                                    | RMS                                                    | Metro                                 | Private                                                                            | Revozex pos                                                                              | Abuzar                       | Abu Zar                 | Not provided call on given number they will guide you                                               | Cbs                                                                                                                                              | i saft                                                   | Danimic 365                                                                    | IMS                            | Keno                                                                                 | I-gon                            | Moderm                                                                         |\n| City | Rawalpindi                         | rawalpindi                                                                     | Karachi                                                | Karachi                               | Rawalpindi                                                                         | Islamabad                                                                                | Rawalpindi                   | Rawalpindi              | Karachi                                                                                             | Karachi                                                                                                                                          | islamabad                                                | Karachi                                                                        | Karachi                        | Karachi                                                                              | Karachi                          | Karachi                                                                        |\n| How many employees do you have per outlet? | More than 5 but less than 10       | Less than 5                                                                    | Less than 5                                            | Less than 5                           | More than 10                                                                       | More than 5 but less than 10                                                             | Less than 5                  | Less than 5             | More than 5 but less than 10                                                                        | Less than 5                                                                                                                                      | Less than 5                                              | More than 10                                                                   | Less than 5                    | More than 5 but less than 10                                                         | Less than 5                      | More than 10                                                                   |\n| Please choose the type of organization you are: | Single Outlet                      | Single Outlet                                                                  | Chain                                                  | Single Outlet                         | Single Outlet                                                                      | Multiple outlets                                                                         | Single Outlet                | Single Outlet           | Multiple outlets                                                                                    | Single Outlet                                                                                                                                    | Single Outlet                                            | Chain                                                                          | Chain                          | Multiple outlets                                                                     | Single Outlet                    | Chain                                                                          |\n| How satisfied are you with your current Point-of-Sale system? | Satisfied                          | A little Satisfied                                                             | Very Satisfied                                         | Satisfied                             | Satisfied                                                                          | Satisfied                                                                                | Satisfied                    | Satisfied               | Satisfied                                                                                           | Satisfied                                                                                                                                        | A little Satisfied                                       | Very Satisfied                                                                 | Very Satisfied                 | Satisfied                                                                            | Satisfied                        | Very Satisfied                                                                 |\n| What language is your Point-of-Sale system in? | Both, English &amp; Urdu               | English                                                                        | Both, English &amp; Urdu                                   | Both, English &amp; Urdu                  | English                                                                            | English                                                                                  | Both, English &amp; Urdu         | Both, English &amp; Urdu    | English                                                                                             | English                                                                                                                                          | English                                                  | English                                                                        | English                        | English                                                                              | Both, English &amp; Urdu             | English                                                                        |\n| What device do you use for accessing your Point-of-Sale system? | PC                                 | PC                                                                             | PC                                                     | PC                                    | Point-of-Sale company hardware                                                     | PC                                                                                       | PC                           | PC                      | PC                                                                                                  | PC                                                                                                                                               | PC                                                       | PC                                                                             | Laptop                         | Point-of-Sale company hardware                                                       | PC                               | PC                                                                             |\n| Please choose the kind of Point-of-Sale you would like to have: | Easy to Use                        | Easy to Use                                                                    | Easy to Use                                            | Easy to Use                           | Easy to Use                                                                        | Easy to Use                                                                              | Easy to Use                  | Easy to Use             | Easy to Use                                                                                         | Easy to Use                                                                                                                                      | Easy to Use                                              | Easy to Use                                                                    | Comprehensive in functionality | Easy to Use                                                                          | Easy to Use                      | Easy to Use                                                                    |\n| Please choose how you would like your Point-of-Sale system: | Standalone                         | Standalone                                                                     | Standalone                                             | Web-based                             | Standalone                                                                         | Web-based                                                                                | Standalone                   | Standalone              | Web-based                                                                                           | Web-based                                                                                                                                        | Web-based                                                | Web-based                                                                      | Web-based                      | Standalone                                                                           | Web-based                        | Web-based                                                                      |\n| Do you have internet access at your outlet? | No                                 | Yes                                                                            | Yes                                                    | Yes                                   | Yes                                                                                | Yes                                                                                      | Yes                          | Yes                     | Yes                                                                                                 | Yes                                                                                                                                              | No                                                       | Yes                                                                            | Yes                            | Yes                                                                                  | Yes                              | Yes                                                                            |\n| Please state the name of the internet service used at your outlet: | Na                                 | ptcl                                                                           | Ptcl                                                   | Ptcl                                  | Naya tel                                                                           | Ptcl                                                                                     | Mobilink device              | Ptcl                    | Ptcl                                                                                                | Ptcl                                                                                                                                             | not use net                                              | Multinet                                                                       | Ptcl                           | PTCL                                                                                 | Ptcl                             | Multinet                                                                       |\n| How much do you face internet service disruption? | No internet                        | Sometimes                                                                      | Sometimes                                              | Sometimes                             | Never                                                                              | Never                                                                                    | Sometimes                    | Never                   | Little                                                                                              | Little                                                                                                                                           | No internet                                              | Never                                                                          | A lot                          | Sometimes                                                                            | Sometimes                        | Never                                                                          |\n| Does your outlet have a secondary/back-up internet service available? If yes, please state its name: | Na                                 | not bakup net                                                                  | No                                                     | No answer                             | PTCL                                                                               | No                                                                                       | Na                           | Na                      | No                                                                                                  | No                                                                                                                                               | not use                                                  | No                                                                             | No                             | No                                                                                   | Yes                              | No                                                                             |\n| Do you offer discounts to your customers? | No                                 | Yes                                                                            | No                                                     | No                                    | No                                                                                 | No                                                                                       | Yes                          | No                      | Yes                                                                                                 | No                                                                                                                                               | Yes                                                      | Yes                                                                            | Yes                            | Yes                                                                                  | Yes                              | Yes                                                                            |\n| Do you store customer related data? | No                                 | Yes                                                                            | Yes                                                    | Yes                                   | Yes                                                                                | No                                                                                       | No                           | No                      | No                                                                                                  | Yes                                                                                                                                              | Yes                                                      | Yes                                                                            | Yes                            | No                                                                                   | Yes                              | Yes                                                                            |\n| How did you pay/are paying for your current Point-of-Sale system? | Yearly plan                        | Monthly recurring                                                              | Yearly plan                                            | Yearly plan                           | Monthly recurring                                                                  | Onetime payment                                                                          | Onetime payment              | Onetime payment         | Monthly recurring                                                                                   | Monthly recurring                                                                                                                                | Onetime payment                                          | Onetime payment                                                                | Yearly plan                    | Monthly recurring                                                                    | Yearly plan                      | Onetime payment                                                                |\n| What types of payment do you accept through your Point-of-Sale system? You may choose multiple options: | Cash                               | Cash                                                                           | Cash, Credit/Debit Cards                               | Cash                                  | Cash                                                                               | Cash, Credit/Debit Cards                                                                 | Cash                         | Cash                    | Cash, Credit/Debit Cards                                                                            | Cash, Credit/Debit Cards                                                                                                                         | Cash                                                     | Credit/Debit Cards, Cash                                                       | Cash, Credit/Debit Cards       | Cash, Credit/Debit Cards, Easypaisa, Jazz Cash, QR code                              | Cash, Credit/Debit Cards         | Cash, Credit/Debit Cards                                                       |\n| How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days: | 1 Month                            | 2 month                                                                        | 3 days                                                 | 4 days                                | 10 days                                                                            | 15 days                                                                                  | Half month                   | 1 Month                 | 2                                                                                                   | 3                                                                                                                                                | 2manth                                                   | 5                                                                              | 1 week                         | 1                                                                                    | 4 days                           | 20                                                                             |\n| If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons? | More functionalities               | Cheaper price                                                                  | Customization according to needs                       | Quick resolution of problem           | Cheaper price                                                                      | More functionalities                                                                     | More functionalities         | More functionalities    | Cheaper price                                                                                       | More functionalities                                                                                                                             | Quick resolution of problem                              | Cheaper price                                                                  | Cheaper price                  | Cheaper price                                                                        | Customization according to needs | Cheaper price                                                                  |\n| If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR: | Yearly Plan: (Na)                  | Monthly Recurring: (monthly pyment)                                            | One-time payment: (1500)                               | Yearly Plan: (Depend on the machine ) | One-time payment: (10000)                                                          | One-time payment: (2.5 k)                                                                | One-time payment: (25000)    | Yearly Plan: (Na)       | Monthly Recurring: (Depend on System)                                                               | Monthly Recurring:                                                                                                                               | One-time payment: (good behaviar)                        | One-time payment: (Not provided)                                               | Yearly Plan: (9000)            | One-time payment: (Want heavy duscount ready to pay one time  no amount range given) | Yearly Plan:                     | One-time payment: (Not provided)                                               |\n| What are the most important features in a Point-of-Sale system? You may choose multiple options. | Employee management, Sales reports | Customer data, Inventory management, Procurement through system, Sales reports | Customer data, Customization, Dashboard, Sales reports | Inventory management                  | Customer data, Dashboard, Employee management, Inventory management, Sales reports | Customer data, Employee management, Inventory management, Mobile checkout, Sales reports | Customer data, Sales reports | Sales reports           | Customer data, Dashboard, Employee management, Inventory management, Mobile checkout, Sales reports | Centralized management for multiple locations, Customer data, Customization, Dashboard, Employee management, Inventory management, Sales reports | Employee management, Inventory management, Sales reports | Customer data, Dashboard, Inventory management, Loyalty Program, Sales reports | Dashboard                      | Mobile checkout                                                                      | Customer data                    | Customer data, Dashboard, Inventory management, Loyalty Program, Sales reports |\n| Survey_Assignment | Burhan                             | Burhan                                                                         | Burhan                                                 | Burhan                                | Burhan                                                                             | Burhan                                                                                   | Burhan                       | Burhan                  | Burhan                                                                                              | Burhan                                                                                                                                           | Burhan                                                   | Burhan                                                                         | Burhan                         | Burhan                                                                               | Burhan                           | Burhan                                                                         |\n\n",
            "text/html": [
              "<table>\n",
              "<caption>A matrix: 30 × 16 of type chr</caption>\n",
              "<tbody>\n",
              "\t<tr><th scope=row>EmployeeCode</th><td>34314                             </td><td>37472                                                                         </td><td>36607                                                 </td><td>36575                                </td><td>31607                                                                             </td><td>37459                                                                                   </td><td>34314                       </td><td>34314                  </td><td>32117                                                                                              </td><td>32117                                                                                                                                           </td><td>37472                                                   </td><td>35804                                                                         </td><td>36607                         </td><td>  769                                                                               </td><td>36575                           </td><td>35804                                                                         </td></tr>\n",
              "\t<tr><th scope=row>UserName</th><td>Umer  Khalid                      </td><td>Waqar  Masood                                                                 </td><td>Mudassir Shujat Ali                                   </td><td>Junaid Butt                          </td><td>Tanveer Zaman                                                                     </td><td>Muhammad  Saad                                                                          </td><td>Umer  Khalid                </td><td>Umer  Khalid           </td><td>Osama Shakeel Abbasi                                                                               </td><td>Osama Shakeel Abbasi                                                                                                                            </td><td>Waqar  Masood                                           </td><td>Syed Abbas Raza                                                               </td><td>Mudassir Shujat Ali           </td><td>Shafique  Ahmed                                                                     </td><td>Junaid Butt                     </td><td>Syed Abbas Raza                                                               </td></tr>\n",
              "\t<tr><th scope=row>BusinessUnit</th><td>Customer Services North           </td><td>Customer Services North                                                       </td><td>Customer Services South                               </td><td>Customer Services South              </td><td>Customer Services North                                                           </td><td>Customer Services North                                                                 </td><td>Customer Services North     </td><td>Customer Services North</td><td>Customer Services South                                                                            </td><td>Customer Services South                                                                                                                         </td><td>Customer Services North                                 </td><td>Customer Services South                                                       </td><td>Customer Services South       </td><td>Customer Services South                                                             </td><td>Customer Services South         </td><td>Customer Services South                                                       </td></tr>\n",
              "\t<tr><th scope=row>Department</th><td>Operations - CS North             </td><td>Operations - CS North                                                         </td><td>Operations - CS South                                 </td><td>Operations - CS South                </td><td>Operations - CS North                                                             </td><td>Operations - CS North                                                                   </td><td>Operations - CS North       </td><td>Operations - CS North  </td><td>Operations - CS South                                                                              </td><td>Operations - CS South                                                                                                                           </td><td>Operations - CS North                                   </td><td>Operations - CS South                                                         </td><td>Operations - CS South         </td><td>Service Quality                                                                     </td><td>Operations - CS South           </td><td>Operations - CS South                                                         </td></tr>\n",
              "\t<tr><th scope=row>Name of the Outlet</th><td>Khattak Pharmacy                  </td><td>mughal fharmacy                                                               </td><td>Edenrobe                                              </td><td>Riyaz shab                           </td><td>United General Store                                                              </td><td>Save mart cash n carry                                                                  </td><td>Veri tax                    </td><td>Pindi pharmacy         </td><td>Hangtan                                                                                            </td><td>Polka Dot                                                                                                                                       </td><td>abbasi super store l9 markaz                            </td><td>Outfitter                                                                     </td><td>O Five                        </td><td>Ali Chemist and Pharmacy                                                            </td><td>Mujna                           </td><td>Nishat linen (luckyone)                                                       </td></tr>\n",
              "\t<tr><th scope=row>Contact Information</th><td>051-5125493                       </td><td>3165775956                                                                    </td><td>2134321412                                            </td><td>3438921754                           </td><td>3345351727                                                                        </td><td>3098080809                                                                              </td><td>3235893179                  </td><td>051-51255520           </td><td>03158522906 head office number                                                                     </td><td>3003487079                                                                                                                                      </td><td>3365404169                                              </td><td>3159010869                                                                    </td><td>2134321241                    </td><td>3213709487                                                                          </td><td>3212693749                      </td><td>3002568054                                                                    </td></tr>\n",
              "\t<tr><th scope=row>Point-of-Contact (Your Name)</th><td>Umer Khalid                       </td><td>hamza                                                                         </td><td>Nazish                                                </td><td>Shafeeq                              </td><td>Tanveer Zaman                                                                     </td><td>Naiz                                                                                    </td><td>Umer Khalid                 </td><td>Umer Khalid            </td><td>Majid                                                                                              </td><td>Anwar                                                                                                                                           </td><td>waqar masood                                            </td><td>Mr. Adil                                                                      </td><td>Aqeel                         </td><td>Qasim                                                                               </td><td>Farukh                          </td><td>Mr. Ali                                                                       </td></tr>\n",
              "\t<tr><th scope=row>Address</th><td>Chota bazar sadar                 </td><td>quree road rawalpindi nera al habib bank                                      </td><td>1st floor dolmen mall Tariq road                      </td><td>Shop#G-8 tariq road dolmen mall      </td><td>Lalkurti                                                                          </td><td>G- 11 markz                                                                             </td><td>Chota Bazar sadar           </td><td>Hospital Road          </td><td>2nd flr dolmen mall tariq rd                                                                       </td><td>First flr dolmen mall tariq rd                                                                                                                  </td><td>i9 markaz islamaba                                      </td><td>G-8 lucky one mall                                                            </td><td>F-190 Dolmen mall Tariq road  </td><td>Ali's Appartment near NMC                                                           </td><td>2nd floor dolmen mall tariq road</td><td>Shop no G-17 luckyone mall                                                    </td></tr>\n",
              "\t<tr><th scope=row>Name of POS</th><td>Abuzar                            </td><td>abuzaar pos                                                                   </td><td>RMS                                                   </td><td>Metro                                </td><td>Private                                                                           </td><td>Revozex pos                                                                             </td><td>Abuzar                      </td><td>Abu Zar                </td><td>Not provided call on given number they will guide you                                              </td><td>Cbs                                                                                                                                             </td><td>i saft                                                  </td><td>Danimic 365                                                                   </td><td>IMS                           </td><td>Keno                                                                                </td><td>I-gon                           </td><td>Moderm                                                                        </td></tr>\n",
              "\t<tr><th scope=row>City</th><td>Rawalpindi                        </td><td>rawalpindi                                                                    </td><td>Karachi                                               </td><td>Karachi                              </td><td>Rawalpindi                                                                        </td><td>Islamabad                                                                               </td><td>Rawalpindi                  </td><td>Rawalpindi             </td><td>Karachi                                                                                            </td><td>Karachi                                                                                                                                         </td><td>islamabad                                               </td><td>Karachi                                                                       </td><td>Karachi                       </td><td>Karachi                                                                             </td><td>Karachi                         </td><td>Karachi                                                                       </td></tr>\n",
              "\t<tr><th scope=row>How many employees do you have per outlet?</th><td>More than 5 but less than 10      </td><td>Less than 5                                                                   </td><td>Less than 5                                           </td><td>Less than 5                          </td><td>More than 10                                                                      </td><td>More than 5 but less than 10                                                            </td><td>Less than 5                 </td><td>Less than 5            </td><td>More than 5 but less than 10                                                                       </td><td>Less than 5                                                                                                                                     </td><td>Less than 5                                             </td><td>More than 10                                                                  </td><td>Less than 5                   </td><td>More than 5 but less than 10                                                        </td><td>Less than 5                     </td><td>More than 10                                                                  </td></tr>\n",
              "\t<tr><th scope=row>Please choose the type of organization you are:</th><td>Single Outlet                     </td><td>Single Outlet                                                                 </td><td>Chain                                                 </td><td>Single Outlet                        </td><td>Single Outlet                                                                     </td><td>Multiple outlets                                                                        </td><td>Single Outlet               </td><td>Single Outlet          </td><td>Multiple outlets                                                                                   </td><td>Single Outlet                                                                                                                                   </td><td>Single Outlet                                           </td><td>Chain                                                                         </td><td>Chain                         </td><td>Multiple outlets                                                                    </td><td>Single Outlet                   </td><td>Chain                                                                         </td></tr>\n",
              "\t<tr><th scope=row>How satisfied are you with your current Point-of-Sale system?</th><td>Satisfied                         </td><td>A little Satisfied                                                            </td><td>Very Satisfied                                        </td><td>Satisfied                            </td><td>Satisfied                                                                         </td><td>Satisfied                                                                               </td><td>Satisfied                   </td><td>Satisfied              </td><td>Satisfied                                                                                          </td><td>Satisfied                                                                                                                                       </td><td>A little Satisfied                                      </td><td>Very Satisfied                                                                </td><td>Very Satisfied                </td><td>Satisfied                                                                           </td><td>Satisfied                       </td><td>Very Satisfied                                                                </td></tr>\n",
              "\t<tr><th scope=row>What language is your Point-of-Sale system in?</th><td><span style=white-space:pre-wrap>Both, English &amp; Urdu              </span></td><td><span style=white-space:pre-wrap>English                                                                       </span></td><td><span style=white-space:pre-wrap>Both, English &amp; Urdu                                  </span></td><td><span style=white-space:pre-wrap>Both, English &amp; Urdu                 </span></td><td><span style=white-space:pre-wrap>English                                                                           </span></td><td><span style=white-space:pre-wrap>English                                                                                 </span></td><td><span style=white-space:pre-wrap>Both, English &amp; Urdu        </span></td><td><span style=white-space:pre-wrap>Both, English &amp; Urdu   </span></td><td><span style=white-space:pre-wrap>English                                                                                            </span></td><td><span style=white-space:pre-wrap>English                                                                                                                                         </span></td><td><span style=white-space:pre-wrap>English                                                 </span></td><td><span style=white-space:pre-wrap>English                                                                       </span></td><td><span style=white-space:pre-wrap>English                       </span></td><td><span style=white-space:pre-wrap>English                                                                             </span></td><td><span style=white-space:pre-wrap>Both, English &amp; Urdu            </span></td><td><span style=white-space:pre-wrap>English                                                                       </span></td></tr>\n",
              "\t<tr><th scope=row>What device do you use for accessing your Point-of-Sale system?</th><td>PC                                </td><td>PC                                                                            </td><td>PC                                                    </td><td>PC                                   </td><td>Point-of-Sale company hardware                                                    </td><td>PC                                                                                      </td><td>PC                          </td><td>PC                     </td><td>PC                                                                                                 </td><td>PC                                                                                                                                              </td><td>PC                                                      </td><td>PC                                                                            </td><td>Laptop                        </td><td>Point-of-Sale company hardware                                                      </td><td>PC                              </td><td>PC                                                                            </td></tr>\n",
              "\t<tr><th scope=row>Please choose the kind of Point-of-Sale you would like to have:</th><td>Easy to Use                       </td><td>Easy to Use                                                                   </td><td>Easy to Use                                           </td><td>Easy to Use                          </td><td>Easy to Use                                                                       </td><td>Easy to Use                                                                             </td><td>Easy to Use                 </td><td>Easy to Use            </td><td>Easy to Use                                                                                        </td><td>Easy to Use                                                                                                                                     </td><td>Easy to Use                                             </td><td>Easy to Use                                                                   </td><td>Comprehensive in functionality</td><td>Easy to Use                                                                         </td><td>Easy to Use                     </td><td>Easy to Use                                                                   </td></tr>\n",
              "\t<tr><th scope=row>Please choose how you would like your Point-of-Sale system:</th><td>Standalone                        </td><td>Standalone                                                                    </td><td>Standalone                                            </td><td>Web-based                            </td><td>Standalone                                                                        </td><td>Web-based                                                                               </td><td>Standalone                  </td><td>Standalone             </td><td>Web-based                                                                                          </td><td>Web-based                                                                                                                                       </td><td>Web-based                                               </td><td>Web-based                                                                     </td><td>Web-based                     </td><td>Standalone                                                                          </td><td>Web-based                       </td><td>Web-based                                                                     </td></tr>\n",
              "\t<tr><th scope=row>Do you have internet access at your outlet?</th><td>No                                </td><td>Yes                                                                           </td><td>Yes                                                   </td><td>Yes                                  </td><td>Yes                                                                               </td><td>Yes                                                                                     </td><td>Yes                         </td><td>Yes                    </td><td>Yes                                                                                                </td><td>Yes                                                                                                                                             </td><td>No                                                      </td><td>Yes                                                                           </td><td>Yes                           </td><td>Yes                                                                                 </td><td>Yes                             </td><td>Yes                                                                           </td></tr>\n",
              "\t<tr><th scope=row>Please state the name of the internet service used at your outlet:</th><td>Na                                </td><td>ptcl                                                                          </td><td>Ptcl                                                  </td><td>Ptcl                                 </td><td>Naya tel                                                                          </td><td>Ptcl                                                                                    </td><td>Mobilink device             </td><td>Ptcl                   </td><td>Ptcl                                                                                               </td><td>Ptcl                                                                                                                                            </td><td>not use net                                             </td><td>Multinet                                                                      </td><td>Ptcl                          </td><td>PTCL                                                                                </td><td>Ptcl                            </td><td>Multinet                                                                      </td></tr>\n",
              "\t<tr><th scope=row>How much do you face internet service disruption?</th><td>No internet                       </td><td>Sometimes                                                                     </td><td>Sometimes                                             </td><td>Sometimes                            </td><td>Never                                                                             </td><td>Never                                                                                   </td><td>Sometimes                   </td><td>Never                  </td><td>Little                                                                                             </td><td>Little                                                                                                                                          </td><td>No internet                                             </td><td>Never                                                                         </td><td>A lot                         </td><td>Sometimes                                                                           </td><td>Sometimes                       </td><td>Never                                                                         </td></tr>\n",
              "\t<tr><th scope=row>Does your outlet have a secondary/back-up internet service available? If yes, please state its name:</th><td>Na                                </td><td>not bakup net                                                                 </td><td>No                                                    </td><td>No answer                            </td><td>PTCL                                                                              </td><td>No                                                                                      </td><td>Na                          </td><td>Na                     </td><td>No                                                                                                 </td><td>No                                                                                                                                              </td><td>not use                                                 </td><td>No                                                                            </td><td>No                            </td><td>No                                                                                  </td><td>Yes                             </td><td>No                                                                            </td></tr>\n",
              "\t<tr><th scope=row>Do you offer discounts to your customers?</th><td>No                                </td><td>Yes                                                                           </td><td>No                                                    </td><td>No                                   </td><td>No                                                                                </td><td>No                                                                                      </td><td>Yes                         </td><td>No                     </td><td>Yes                                                                                                </td><td>No                                                                                                                                              </td><td>Yes                                                     </td><td>Yes                                                                           </td><td>Yes                           </td><td>Yes                                                                                 </td><td>Yes                             </td><td>Yes                                                                           </td></tr>\n",
              "\t<tr><th scope=row>Do you store customer related data?</th><td>No                                </td><td>Yes                                                                           </td><td>Yes                                                   </td><td>Yes                                  </td><td>Yes                                                                               </td><td>No                                                                                      </td><td>No                          </td><td>No                     </td><td>No                                                                                                 </td><td>Yes                                                                                                                                             </td><td>Yes                                                     </td><td>Yes                                                                           </td><td>Yes                           </td><td>No                                                                                  </td><td>Yes                             </td><td>Yes                                                                           </td></tr>\n",
              "\t<tr><th scope=row>How did you pay/are paying for your current Point-of-Sale system?</th><td>Yearly plan                       </td><td>Monthly recurring                                                             </td><td>Yearly plan                                           </td><td>Yearly plan                          </td><td>Monthly recurring                                                                 </td><td>Onetime payment                                                                         </td><td>Onetime payment             </td><td>Onetime payment        </td><td>Monthly recurring                                                                                  </td><td>Monthly recurring                                                                                                                               </td><td>Onetime payment                                         </td><td>Onetime payment                                                               </td><td>Yearly plan                   </td><td>Monthly recurring                                                                   </td><td>Yearly plan                     </td><td>Onetime payment                                                               </td></tr>\n",
              "\t<tr><th scope=row>What types of payment do you accept through your Point-of-Sale system? You may choose multiple options:</th><td>Cash                              </td><td>Cash                                                                          </td><td>Cash, Credit/Debit Cards                              </td><td>Cash                                 </td><td>Cash                                                                              </td><td>Cash, Credit/Debit Cards                                                                </td><td>Cash                        </td><td>Cash                   </td><td>Cash, Credit/Debit Cards                                                                           </td><td>Cash, Credit/Debit Cards                                                                                                                        </td><td>Cash                                                    </td><td>Credit/Debit Cards, Cash                                                      </td><td>Cash, Credit/Debit Cards      </td><td>Cash, Credit/Debit Cards, Easypaisa, Jazz Cash, QR code                             </td><td>Cash, Credit/Debit Cards        </td><td>Cash, Credit/Debit Cards                                                      </td></tr>\n",
              "\t<tr><th scope=row>How long does it take for a new employee to learn to use your Point-of-Sale system? Please specify in number of days:</th><td>1 Month                           </td><td>2 month                                                                       </td><td>3 days                                                </td><td>4 days                               </td><td>10 days                                                                           </td><td>15 days                                                                                 </td><td>Half month                  </td><td>1 Month                </td><td>2                                                                                                  </td><td>3                                                                                                                                               </td><td>2manth                                                  </td><td>5                                                                             </td><td>1 week                        </td><td>1                                                                                   </td><td>4 days                          </td><td>20                                                                            </td></tr>\n",
              "\t<tr><th scope=row>If you are willing to replace your current Point-of-Sale system, it would be due to which of the following reasons?</th><td>More functionalities              </td><td>Cheaper price                                                                 </td><td>Customization according to needs                      </td><td>Quick resolution of problem          </td><td>Cheaper price                                                                     </td><td>More functionalities                                                                    </td><td>More functionalities        </td><td>More functionalities   </td><td>Cheaper price                                                                                      </td><td>More functionalities                                                                                                                            </td><td>Quick resolution of problem                             </td><td>Cheaper price                                                                 </td><td>Cheaper price                 </td><td>Cheaper price                                                                       </td><td>Customization according to needs</td><td>Cheaper price                                                                 </td></tr>\n",
              "\t<tr><th scope=row>If you had to pay for a new Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR:</th><td>Yearly Plan: (Na)                 </td><td>Monthly Recurring: (monthly pyment)                                           </td><td>One-time payment: (1500)                              </td><td>Yearly Plan: (Depend on the machine )</td><td>One-time payment: (10000)                                                         </td><td>One-time payment: (2.5 k)                                                               </td><td>One-time payment: (25000)   </td><td>Yearly Plan: (Na)      </td><td>Monthly Recurring: (Depend on System)                                                              </td><td>Monthly Recurring:                                                                                                                              </td><td>One-time payment: (good behaviar)                       </td><td>One-time payment: (Not provided)                                              </td><td>Yearly Plan: (9000)           </td><td>One-time payment: (Want heavy duscount ready to pay one time  no amount range given)</td><td>Yearly Plan:                    </td><td>One-time payment: (Not provided)                                              </td></tr>\n",
              "\t<tr><th scope=row>What are the most important features in a Point-of-Sale system? You may choose multiple options.</th><td>Employee management, Sales reports</td><td>Customer data, Inventory management, Procurement through system, Sales reports</td><td>Customer data, Customization, Dashboard, Sales reports</td><td>Inventory management                 </td><td>Customer data, Dashboard, Employee management, Inventory management, Sales reports</td><td>Customer data, Employee management, Inventory management, Mobile checkout, Sales reports</td><td>Customer data, Sales reports</td><td>Sales reports          </td><td>Customer data, Dashboard, Employee management, Inventory management, Mobile checkout, Sales reports</td><td>Centralized management for multiple locations, Customer data, Customization, Dashboard, Employee management, Inventory management, Sales reports</td><td>Employee management, Inventory management, Sales reports</td><td>Customer data, Dashboard, Inventory management, Loyalty Program, Sales reports</td><td>Dashboard                     </td><td>Mobile checkout                                                                     </td><td>Customer data                   </td><td>Customer data, Dashboard, Inventory management, Loyalty Program, Sales reports</td></tr>\n",
              "\t<tr><th scope=row>Survey_Assignment</th><td>Burhan                            </td><td>Burhan                                                                        </td><td>Burhan                                                </td><td>Burhan                               </td><td>Burhan                                                                            </td><td>Burhan                                                                                  </td><td>Burhan                      </td><td>Burhan                 </td><td>Burhan                                                                                             </td><td>Burhan                                                                                                                                          </td><td>Burhan                                                  </td><td>Burhan                                                                        </td><td>Burhan                        </td><td>Burhan                                                                              </td><td>Burhan                          </td><td>Burhan                                                                        </td></tr>\n",
              "</tbody>\n",
              "</table>\n"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "9xqOOsJym8mu"
      },
      "source": [
        "# Output "
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "_jis5UcoIGDr"
      },
      "source": [
        "openxlsx::write.xlsx(df_with_transposed, file = \"Assignment_With_Transposed.xlsx\")"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ddh_0AQaEdrc",
        "outputId": "88cfb0f6-00ab-4e6f-9a2f-3bca79686d3c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 488
        }
      },
      "source": [
        "glimpse(df_without)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Rows: 317\n",
            "Columns: 24\n",
            "$ EmployeeCode                                                                                                         \u001b[3m\u001b[90m<dbl>\u001b[39m\u001b[23m …\n",
            "$ UserName                                                                                                             \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ BusinessUnit                                                                                                         \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ Department                                                                                                           \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Name of the outlet`                                                                                                 \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Contact Information`                                                                                                \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Point-of-Contact (Your Name)`                                                                                       \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ Address                                                                                                              \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ City                                                                                                                 \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `How many employees do you have per outlet?`                                                                         \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Please choose the type of organization you are:`                                                                    \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Does the owner have wish to expand his/her business?`                                                               \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Do you face circumstances where your register is short/over without any explanation?`                               \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Why does the business not have a Point-of-Sale system?`                                                             \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `If you will ever have a Point-of-Sale system, what language would you like to have it in?`                          \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `If you had to pay for a Point-of-Sale system, which payment type would you prefer? Please provide a figure in PKR:` \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Do you have internet access at your outlet?`                                                                        \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Please state the name of the internet service used at your outlet:`                                                 \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `How much do you face internet service disruption? Please choose from the following:`                                \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `If you will ever have a Point-of-Sale system, how would you want it to be?`                                         \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Do you believe having a Point-of-Sale system will help you improve business?`                                       \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Do you store customer related data?`                                                                                \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Do you offer discounts to your customers?`                                                                          \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n",
            "$ `Do you believe if your competitor has such a system, it will put you at a disadvantage?`                            \u001b[3m\u001b[90m<chr>\u001b[39m\u001b[23m …\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "OTQcORtsFC2f",
        "outputId": "635d084b-a566-4b9c-8377-207d7aef4a17",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        }
      },
      "source": [
        "SAMPLE_SIZE_WITHOUT = floor(nrow(df_without)* (20/100))\n",
        "SAMPLE_SIZE_WITHOUT"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "[1] 63"
            ],
            "text/latex": "63",
            "text/markdown": "63",
            "text/html": [
              "63"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "h1hiWO1PNaKZ"
      },
      "source": [
        "df_without_sampled = sample_n(df_without, SAMPLE_SIZE_WITHOUT, replace = FALSE)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "On-CjfgXNnzx"
      },
      "source": [
        "Surveyor_Assignments_Without = sample(Surveyor,SAMPLE_SIZE_WITHOUT,replace=TRUE)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "V7KF-JKQNzBS"
      },
      "source": [
        "df_without_sampled %>%\n",
        " mutate(Survey_Assignment = Surveyor_Assignments_Without) -> df_without_sampled"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "yd0FNxQUOC92",
        "outputId": "af253ef3-5064-472a-b726-d5cbbf66a1aa",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 140
        }
      },
      "source": [
        "df_without_sampled %>%\n",
        " group_by(Survey_Assignment) %>%\n",
        " tally()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "  Survey_Assignment n \n",
              "1 Burhan            18\n",
              "2 Masood            21\n",
              "3 Sadaan            24"
            ],
            "text/latex": "A tibble: 3 × 2\n\\begin{tabular}{ll}\n Survey\\_Assignment & n\\\\\n <chr> & <int>\\\\\n\\hline\n\t Burhan & 18\\\\\n\t Masood & 21\\\\\n\t Sadaan & 24\\\\\n\\end{tabular}\n",
            "text/markdown": "\nA tibble: 3 × 2\n\n| Survey_Assignment &lt;chr&gt; | n &lt;int&gt; |\n|---|---|\n| Burhan | 18 |\n| Masood | 21 |\n| Sadaan | 24 |\n\n",
            "text/html": [
              "<table>\n",
              "<caption>A tibble: 3 × 2</caption>\n",
              "<thead>\n",
              "\t<tr><th scope=col>Survey_Assignment</th><th scope=col>n</th></tr>\n",
              "\t<tr><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;int&gt;</th></tr>\n",
              "</thead>\n",
              "<tbody>\n",
              "\t<tr><td>Burhan</td><td>18</td></tr>\n",
              "\t<tr><td>Masood</td><td>21</td></tr>\n",
              "\t<tr><td>Sadaan</td><td>24</td></tr>\n",
              "</tbody>\n",
              "</table>\n"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ioeet3_uOJ09"
      },
      "source": [
        "openxlsx::write.xlsx(df_without_sampled, file = \"Assignment_Without.xlsx\")"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "XG9lcq90OXxE"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}