{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<p style=\"text-align:center\">\n",
    "    <a href=\"https://skills.network\" target=\"_blank\">\n",
    "    <img src=\"https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/assets/logos/SN_web_lightmode.png\" width=\"200\" alt=\"Skills Network Logo\"  />\n",
    "    </a>\n",
    "</p>\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# **Box Plots**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Estimated time needed: **45** minutes\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this lab, you will focus on the visualization of data. The dataset will be provided through an RDBMS, and you will need to use SQL queries to extract the required data.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Objectives\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this lab you will perform the following:\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "-   Visualize the distribution of data.\n",
    "\n",
    "-   Visualize the relationship between two features.\n",
    "\n",
    "-   Visualize data composition and comparisons using box plots.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Setup: Connecting to the Database\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 1. Download the Database File\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--2026-02-05 07:32:39--  https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/QR9YeprUYhOoLafzlLspAw/survey-results-public.sqlite\n",
      "Resolving cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud (cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud)... 169.63.118.104\n",
      "Connecting to cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud (cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud)|169.63.118.104|:443... connected.\n",
      "200 OKequest sent, awaiting response... \n",
      "Length: 211415040 (202M) [application/octet-stream]\n",
      "Saving to: ‘survey-results-public.sqlite’\n",
      "\n",
      "survey-results-publ 100%[===================>] 201.62M  59.7MB/s    in 3.4s    \n",
      "\n",
      "2026-02-05 07:32:45 (59.2 MB/s) - ‘survey-results-public.sqlite’ saved [211415040/211415040]\n",
      "\n"
     ]
    }
   ],
   "source": [
    "!wget https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/QR9YeprUYhOoLafzlLspAw/survey-results-public.sqlite"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 2. Connect to the Database\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Install the needed libraries**\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting pandas\n",
      "  Downloading pandas-3.0.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.metadata (79 kB)\n",
      "Collecting numpy>=1.26.0 (from pandas)\n",
      "  Downloading numpy-2.4.2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (6.6 kB)\n",
      "Requirement already satisfied: python-dateutil>=2.8.2 in /opt/conda/lib/python3.12/site-packages (from pandas) (2.9.0.post0)\n",
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      "Downloading pandas-3.0.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (10.9 MB)\n",
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      "\u001b[?25hDownloading numpy-2.4.2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (16.6 MB)\n",
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      "Installing collected packages: numpy, pandas\n",
      "Successfully installed numpy-2.4.2 pandas-3.0.0\n"
     ]
    }
   ],
   "source": [
    "!pip install pandas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting matplotlib\n",
      "  Downloading matplotlib-3.10.8-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (52 kB)\n",
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      "  Downloading contourpy-1.3.3-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (5.5 kB)\n",
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      "Collecting kiwisolver>=1.3.1 (from matplotlib)\n",
      "  Downloading kiwisolver-1.4.9-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (6.3 kB)\n",
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      "Collecting pillow>=8 (from matplotlib)\n",
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      "Collecting pyparsing>=3 (from matplotlib)\n",
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      "\u001b[?25hDownloading pyparsing-3.3.2-py3-none-any.whl (122 kB)\n",
      "Installing collected packages: pyparsing, pillow, kiwisolver, fonttools, cycler, contourpy, matplotlib\n",
      "Successfully installed contourpy-1.3.3 cycler-0.12.1 fonttools-4.61.1 kiwisolver-1.4.9 matplotlib-3.10.8 pillow-12.1.0 pyparsing-3.3.2\n",
      "Collecting seaborn\n",
      "  Downloading seaborn-0.13.2-py3-none-any.whl.metadata (5.4 kB)\n",
      "Requirement already satisfied: numpy!=1.24.0,>=1.20 in /opt/conda/lib/python3.12/site-packages (from seaborn) (2.4.2)\n",
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      "Requirement already satisfied: python-dateutil>=2.7 in /opt/conda/lib/python3.12/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (2.9.0.post0)\n",
      "Requirement already satisfied: six>=1.5 in /opt/conda/lib/python3.12/site-packages (from python-dateutil>=2.7->matplotlib!=3.6.1,>=3.4->seaborn) (1.17.0)\n",
      "Downloading seaborn-0.13.2-py3-none-any.whl (294 kB)\n",
      "Installing collected packages: seaborn\n",
      "Successfully installed seaborn-0.13.2\n"
     ]
    }
   ],
   "source": [
    "!pip install matplotlib\n",
    "!pip install seaborn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sqlite3\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import textwrap\n",
    "import numpy as np\n",
    "\n",
    "# Connect to the SQLite database\n",
    "conn = sqlite3.connect('survey-results-public.sqlite')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Demo: Basic SQL Queries\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Demo 1: Count the Number of Rows in the Table\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   COUNT(*)\n",
      "0     65437\n"
     ]
    }
   ],
   "source": [
    "QUERY = \"SELECT COUNT(*) FROM main\"\n",
    "df = pd.read_sql_query(QUERY, conn)\n",
    "print(df)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Demo 2: List All Tables\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Table_Name</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>main</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Table_Name\n",
       "0       main"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "QUERY = \"\"\"\n",
    "SELECT name as Table_Name \n",
    "FROM sqlite_master \n",
    "WHERE type = 'table'\n",
    "\"\"\"\n",
    "pd.read_sql_query(QUERY, conn)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Demo 3: Group Data by Age\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                  Age  count\n",
      "0     18-24 years old  14098\n",
      "1     25-34 years old  23911\n",
      "2     35-44 years old  14942\n",
      "3     45-54 years old   6249\n",
      "4     55-64 years old   2575\n",
      "5   65 years or older    772\n",
      "6   Prefer not to say    322\n",
      "7  Under 18 years old   2568\n"
     ]
    }
   ],
   "source": [
    "QUERY = \"\"\"\n",
    "SELECT Age, COUNT(*) as count\n",
    "FROM main\n",
    "GROUP BY Age\n",
    "ORDER BY Age\n",
    "\"\"\"\n",
    "df_age = pd.read_sql_query(QUERY, conn)\n",
    "print(df_age)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualizing Data\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Task 1: Visualizing the Distribution of Data\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**1. Box Plot of `CompTotal` (Total Compensation)**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Use a box plot to analyze the distribution and outliers in total compensation.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 139,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# your code goes here\n",
    "QUERY = \"\"\"\n",
    "SELECT CompTotal\n",
    "FROM main\n",
    "\"\"\"\n",
    "df = pd.read_sql_query(QUERY, conn)\n",
    "\n",
    "df.plot(kind='box', figsize=(5, 6))\n",
    "plt.ylabel('CompTotal')\n",
    "plt.xticks([])\n",
    "plt.title('Total Compensation')\n",
    "plt.ylim(-10000, 600000)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**2. Box Plot of Age (converted to numeric values)**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Convert the `Age` column into numerical values and visualize the distribution.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 140,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 300x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# your code goes here\n",
    "QUERY = \"\"\"\n",
    "SELECT Age\n",
    "FROM main\n",
    "\"\"\"\n",
    "df = pd.read_sql_query(QUERY, conn)\n",
    "df.Age = df.Age.map({'Under 18 years old': 17, '18-24 years old': 21, 'Prefer not to say': float('nan'), \n",
    "        '25-34 years old': 30, '35-44 years old': 40, '45-54 years old': 50,\n",
    "        '55-64 years old': 60, '65 years or older': 66})\n",
    "\n",
    "df.plot(kind='box', figsize=(3, 4))\n",
    "plt.ylabel('Age')\n",
    "plt.yticks(range(17, 68, 10))\n",
    "plt.xticks([])\n",
    "plt.title('Age')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Task 2: Visualizing Relationships in Data\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**1. Box Plot of `CompTotal` Grouped by Age Groups:**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Visualize the distribution of compensation across different age groups.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_301/1338174606.py:16: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
      "  ax.set_xticklabels(xlabels)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# your code goes here\n",
    "QUERY = \"\"\"\n",
    "SELECT Age, CompTotal\n",
    "FROM main\n",
    "\"\"\"\n",
    "df = pd.read_sql_query(QUERY, conn)\n",
    "#print(df.Age.unique())\n",
    "\n",
    "age_order = [\n",
    "    'Under 18 years old', '18-24 years old', '25-34 years old', '35-44 years old',\n",
    "    '45-54 years old', '55-64 years old', '65 years or older']\n",
    "\n",
    "plt.figure(figsize=(8, 5))\n",
    "ax = sns.boxplot(data=df, x='Age', y='CompTotal', order=age_order)\n",
    "xlabels = [textwrap.fill(label.get_text(), width=10) for label in ax.get_xticklabels()]\n",
    "ax.set_xticklabels(xlabels)\n",
    "plt.xticks(rotation=0)\n",
    "plt.xlabel('Age Group')\n",
    "plt.ylabel('Total Compensation')\n",
    "plt.ylim(-10000, 700000)\n",
    "plt.title('Box Plot of CompTotal Grouped by Age Groups')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**2. Box Plot of `CompTotal` Grouped by Job Satisfaction (`JobSatPoints_6`):**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Examine how compensation varies based on job satisfaction levels.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 135,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# your code goes here\n",
    "QUERY = \"\"\"\n",
    "SELECT JobSatPoints_6, CompTotal\n",
    "FROM main\n",
    "\"\"\"\n",
    "df = pd.read_sql_query(QUERY, conn).dropna()\n",
    "bins = range(0, 101, 10)\n",
    "group_names = ['0-10', '10-20', '20-30', '30-40', '40-50', '50-60', '60-70', '70-80', '80-90', '90-100']\n",
    "df['JobSat-binned'] = pd.cut(df['JobSatPoints_6'], bins, labels=group_names, include_lowest=True)\n",
    "#print(df.JobSatPoints_6.unique())\n",
    "\n",
    "plt.figure(figsize=(5, 10))\n",
    "ax = sns.boxplot(data=df, x='CompTotal', y='JobSat-binned', orient='h')\n",
    "plt.xticks(rotation=45)\n",
    "plt.ylabel('Job Satisfaction')\n",
    "plt.xlabel('Total Compensation')\n",
    "plt.xlim(-10000, 2000000)\n",
    "plt.title('Box Plot of CompTotal Grouped by Job Satisfaction')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Task 3: Visualizing the Composition of Data\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**1. Box Plot of `ConvertedCompYearly` for the Top 5 Developer Types:**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Analyze compensation across the top 5 developer roles.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_301/2488275957.py:14: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
      "  ax.set_xticklabels(xlabels)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# your code goes here\n",
    "QUERY = \"\"\"\n",
    "SELECT DevType, ConvertedCompYearly\n",
    "FROM main\n",
    "\"\"\"\n",
    "df = pd.read_sql_query(QUERY, conn).dropna()\n",
    "#print(df.DevType.unique())\n",
    "\n",
    "DevType_order = df.DevType.value_counts().head().index\n",
    "\n",
    "plt.figure(figsize=(7, 5))\n",
    "ax = sns.boxplot(data=df, x='DevType', y='ConvertedCompYearly', order=DevType_order)\n",
    "xlabels = [textwrap.fill(label.get_text(), width=15) for label in ax.get_xticklabels()]\n",
    "ax.set_xticklabels(xlabels)\n",
    "plt.xticks(rotation=0)\n",
    "plt.xlabel('Developer Type')\n",
    "plt.ylabel('ConvertedCompYearly')\n",
    "plt.ylim(-10000, 250000)\n",
    "plt.title('Box Plot of ConvertedCompYearly for the Top 5 Developer Types')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**2. Box Plot of `CompTotal` for the Top 5 Countries:**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Analyze compensation across respondents from the top 5 countries.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 142,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_301/2664958167.py:14: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
      "  ax.set_xticklabels(xlabels)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# your code goes here\n",
    "QUERY = \"\"\"\n",
    "SELECT Country, CompTotal\n",
    "FROM main\n",
    "\"\"\"\n",
    "df = pd.read_sql_query(QUERY, conn).dropna()\n",
    "#print(df.Country.unique())\n",
    "\n",
    "Country_order = df.Country.value_counts().head().index\n",
    "\n",
    "plt.figure(figsize=(7, 5))\n",
    "ax = sns.boxplot(data=df, x='Country', y='CompTotal', order=Country_order)\n",
    "xlabels = [textwrap.fill(label.get_text(), width=15) for label in ax.get_xticklabels()]\n",
    "ax.set_xticklabels(xlabels)\n",
    "plt.xticks(rotation=0)\n",
    "plt.xlabel('Country')\n",
    "plt.ylabel('Total Compensation')\n",
    "plt.ylim(-10000, 6000000)\n",
    "plt.title('Box Plot of Total Compensation for the Top 5 Countries')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Task 4: Visualizing Comparison of Data\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**1. Box Plot of CompTotal Across Employment Types:**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Analyze compensation for different employment types.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_301/4047774101.py:12: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
      "  ax.set_yticklabels(ylabels)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x5000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# your code goes here\n",
    "QUERY = \"\"\"\n",
    "SELECT Employment, CompTotal\n",
    "FROM main\n",
    "\"\"\"\n",
    "df = pd.read_sql_query(QUERY, conn).dropna()\n",
    "#print(df.Employment.unique())\n",
    "\n",
    "plt.figure(figsize=(5, 50))\n",
    "ax = sns.boxplot(data=df, x='CompTotal', y='Employment', orient='h')\n",
    "ylabels = [textwrap.fill(label.get_text(), width=50) for label in ax.get_yticklabels()]\n",
    "ax.set_yticklabels(ylabels)\n",
    "plt.xticks(rotation=45)\n",
    "plt.ylabel('Employment Type')\n",
    "plt.xlabel('Total Compensation')\n",
    "plt.xlim(-10000, 10000000)\n",
    "plt.title('Box Plot of CompTotal Across Employment Types')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 146,
   "metadata": {},
   "outputs": [],
   "source": [
    "QUERY = \"\"\"\n",
    "SELECT Employment, CompTotal\n",
    "FROM main\n",
    "\"\"\"\n",
    "df = pd.read_sql_query(QUERY, conn).dropna()\n",
    "\n",
    "df_e = df.copy()\n",
    "dummies = df_e['Employment'].str.get_dummies(sep=';').astype(bool)\n",
    "df_e = pd.concat([df_e, dummies], axis=1)\n",
    "#print(df_e[['Employment', *cat]].head())\n",
    "#print(df_e.shape)\n",
    "df_long = df_e.melt(\n",
    "    id_vars='CompTotal',\n",
    "    value_vars=dummies.columns,\n",
    "    var_name='EmploymentType',\n",
    "    value_name='HasType')\n",
    "df_long = df_long[df_long['HasType']]\n",
    "#print(df_e.info())\n",
    "#print()\n",
    "#print(df_long.info())\n",
    "#print(df_long.EmploymentType.unique())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 147,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_301/3719539706.py:4: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
      "  ax.set_xticklabels(xlabels)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10, 5))\n",
    "ax = sns.boxplot(data=df_long, x='EmploymentType', y='CompTotal')\n",
    "xlabels = [textwrap.fill(label.get_text(), width=15) for label in ax.get_xticklabels()]\n",
    "ax.set_xticklabels(xlabels)\n",
    "plt.xticks(rotation=45)\n",
    "plt.xlabel('Employment Type')\n",
    "plt.ylabel('Total Compensation')\n",
    "plt.ylim(-10000, 1100000)\n",
    "plt.title('Box Plot of CompTotal Across Employment Types')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**2. Box Plot of `YearsCodePro` by Job Satisfaction (`JobSatPoints_6`):**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Examine the distribution of professional coding years by job satisfaction levels.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 128,
   "metadata": {},
   "outputs": [],
   "source": [
    "# your code goes here\n",
    "QUERY = \"\"\"\n",
    "SELECT JobSatPoints_6, YearsCodePro\n",
    "FROM main\n",
    "\"\"\"\n",
    "df = pd.read_sql_query(QUERY, conn).dropna()\n",
    "df.YearsCodePro = df.YearsCodePro.replace({'Less than 1 year': 0, 'More than 50 years': 51}).astype(int)\n",
    "bins = range(0, 101, 10)\n",
    "group_names = ['0-10', '10-20', '20-30', '30-40', '40-50', '50-60', '60-70', '70-80', '80-90', '90-100']\n",
    "df['JobSat-binned'] = pd.cut(df['JobSatPoints_6'], bins, labels=group_names, include_lowest=True)\n",
    "#print(df[df.JobSatPoints_6 == 91].head())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(5, 10))\n",
    "ax = sns.boxplot(data=df, x='YearsCodePro', y='JobSat-binned', orient='h')\n",
    "plt.ylabel('Job Satisfaction')\n",
    "plt.xlabel('YearsCodePro')\n",
    "plt.xlim(-1, 35)\n",
    "plt.title('Box Plot of YearsCodePro Grouped by Job Satisfaction')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Final Step: Close the Database Connection\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "After completing the lab, close the connection to the SQLite database:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 148,
   "metadata": {},
   "outputs": [],
   "source": [
    "conn.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Summary\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this lab, you used box plots to visualize various aspects of the dataset, focusing on:\n",
    "\n",
    "- Visualize distributions of compensation and age.\n",
    "\n",
    "- Explore relationships between compensation, job satisfaction, and professional coding experience.\n",
    "\n",
    "- Analyze data composition across developer roles and countries.\n",
    "\n",
    "- Compare compensation across employment types and satisfaction levels.\n",
    "\n",
    "Box plots provided clear insights into the spread, outliers, and central tendencies of various features in the dataset.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Authors:\n",
    "Ayushi Jain\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Other Contributors:\n",
    "- Rav Ahuja\n",
    "- Lakshmi Holla\n",
    "- Malika\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<!--## Change Log\n",
    "|Date (YYYY-MM-DD)|Version|Changed By|Change Description|\n",
    "|-|-|-|-|               \n",
    "|2024-10-07|1.2|Madhusudan Moole|Reviewed and updated lab|                                                                                      \n",
    "|2024-10-06|1.0|Raghul Ramesh|Created lab|-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Copyright © IBM Corporation. All rights reserved.\n"
   ]
  }
 ],
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  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
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   "pygments_lexer": "ipython3",
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