{
 "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": [
    "# **Scatter Plot**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Estimated time needed: **45** minutes\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Overview\n",
    "\n",
    "In this lab, you will focus on creating and interpreting scatter plots to visualize relationships between variables and trends in the dataset. The provided dataset will be directly loaded into a pandas DataFrame, and various scatter plot-related visualizations will be created to explore developer trends, compensation, and preferences.\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Objectives\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this lab, you will:\n",
    "\n",
    "- Create and analyze scatter plots to examine relationships between variables.\n",
    "\n",
    "- Use scatter plots to identify trends and patterns in the dataset.\n",
    "\n",
    "- Focus on visualizations centered on scatter plots for better data-driven insights.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Setup: Working with the Database\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "**Install and import the required libraries**\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: pandas in /opt/conda/lib/python3.12/site-packages (3.0.0)\n",
      "Requirement already satisfied: numpy>=1.26.0 in /opt/conda/lib/python3.12/site-packages (from pandas) (2.4.2)\n",
      "Requirement already satisfied: python-dateutil>=2.8.2 in /opt/conda/lib/python3.12/site-packages (from pandas) (2.9.0.post0)\n",
      "Requirement already satisfied: six>=1.5 in /opt/conda/lib/python3.12/site-packages (from python-dateutil>=2.8.2->pandas) (1.17.0)\n",
      "Requirement already satisfied: matplotlib in /opt/conda/lib/python3.12/site-packages (3.10.8)\n",
      "Requirement already satisfied: contourpy>=1.0.1 in /opt/conda/lib/python3.12/site-packages (from matplotlib) (1.3.3)\n",
      "Requirement already satisfied: cycler>=0.10 in /opt/conda/lib/python3.12/site-packages (from matplotlib) (0.12.1)\n",
      "Requirement already satisfied: fonttools>=4.22.0 in /opt/conda/lib/python3.12/site-packages (from matplotlib) (4.61.1)\n",
      "Requirement already satisfied: kiwisolver>=1.3.1 in /opt/conda/lib/python3.12/site-packages (from matplotlib) (1.4.9)\n",
      "Requirement already satisfied: numpy>=1.23 in /opt/conda/lib/python3.12/site-packages (from matplotlib) (2.4.2)\n",
      "Requirement already satisfied: packaging>=20.0 in /opt/conda/lib/python3.12/site-packages (from matplotlib) (24.2)\n",
      "Requirement already satisfied: pillow>=8 in /opt/conda/lib/python3.12/site-packages (from matplotlib) (12.1.0)\n",
      "Requirement already satisfied: pyparsing>=3 in /opt/conda/lib/python3.12/site-packages (from matplotlib) (3.3.2)\n",
      "Requirement already satisfied: python-dateutil>=2.7 in /opt/conda/lib/python3.12/site-packages (from matplotlib) (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) (1.17.0)\n",
      "Requirement already satisfied: seaborn in /opt/conda/lib/python3.12/site-packages (0.13.2)\n",
      "Requirement already satisfied: numpy!=1.24.0,>=1.20 in /opt/conda/lib/python3.12/site-packages (from seaborn) (2.4.2)\n",
      "Requirement already satisfied: pandas>=1.2 in /opt/conda/lib/python3.12/site-packages (from seaborn) (3.0.0)\n",
      "Requirement already satisfied: matplotlib!=3.6.1,>=3.4 in /opt/conda/lib/python3.12/site-packages (from seaborn) (3.10.8)\n",
      "Requirement already satisfied: contourpy>=1.0.1 in /opt/conda/lib/python3.12/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (1.3.3)\n",
      "Requirement already satisfied: cycler>=0.10 in /opt/conda/lib/python3.12/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (0.12.1)\n",
      "Requirement already satisfied: fonttools>=4.22.0 in /opt/conda/lib/python3.12/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (4.61.1)\n",
      "Requirement already satisfied: kiwisolver>=1.3.1 in /opt/conda/lib/python3.12/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (1.4.9)\n",
      "Requirement already satisfied: packaging>=20.0 in /opt/conda/lib/python3.12/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (24.2)\n",
      "Requirement already satisfied: pillow>=8 in /opt/conda/lib/python3.12/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (12.1.0)\n",
      "Requirement already satisfied: pyparsing>=3 in /opt/conda/lib/python3.12/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (3.3.2)\n",
      "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"
     ]
    }
   ],
   "source": [
    "!pip install pandas\n",
    "!pip install matplotlib\n",
    "!pip install seaborn\n",
    "\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import textwrap\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Step 1: Load the dataset\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.DataFrame'>\n",
      "RangeIndex: 65437 entries, 0 to 65436\n",
      "Columns: 114 entries, ResponseId to JobSat\n",
      "dtypes: float64(13), int64(1), str(100)\n",
      "memory usage: 56.9 MB\n",
      "None\n",
      "Initial dataframe: (65437, 114)\n"
     ]
    }
   ],
   "source": [
    "file_path = \"https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/n01PQ9pSmiRX6520flujwQ/survey-data.csv\"\n",
    "\n",
    "df = pd.read_csv(file_path)\n",
    "print(df.info())\n",
    "print('Initial dataframe:', df.shape)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "### Task 1: Exploring Relationships with Scatter Plots\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 1. Scatter Plot for Age vs. Job Satisfaction\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Visualize the relationship between respondents' age (`Age`) and job satisfaction (`JobSatPoints_6`). Use this plot to identify any patterns or trends.\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "## Write your code here\n",
    "df_ajs = df[['Age', 'JobSatPoints_6']].dropna()\n",
    "df_ajs.Age = df_ajs.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",
    "#df_ajs.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df_ajs.plot(kind='scatter', x='Age', y='JobSatPoints_6', figsize=(10, 6))\n",
    "\n",
    "plt.title('Scatter Plot for Age vs. Job Satisfaction')\n",
    "plt.xlabel('Age')\n",
    "plt.ylabel('Job Satisfaction')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 2. Scatter Plot for Compensation vs. Job Satisfaction\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Explore the relationship between yearly compensation (`ConvertedCompYearly`) and job satisfaction (`JobSatPoints_6`) using a scatter plot.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "## Write your code here\n",
    "df_cjs = df[['ConvertedCompYearly', 'JobSatPoints_6']].dropna()\n",
    "#df_cjs.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df_cjs.plot(kind='scatter', x='ConvertedCompYearly', y='JobSatPoints_6', figsize=(10, 6))\n",
    "\n",
    "plt.title('Scatter Plot for Compensation vs. Job Satisfaction')\n",
    "plt.xlabel('Compensation')\n",
    "plt.ylabel('Job Satisfaction')\n",
    "plt.xlim(-(10**5), 2.5 * 10**6)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Task 2: Enhancing Scatter Plots\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 1. Scatter Plot with Trend Line for Age vs. Job Satisfaction\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Add a regression line to the scatter plot of Age vs. JobSatPoints_6 to highlight trends in the data.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([-0.14001631, 29.20500555])"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## Write your code here\n",
    "df_ajs = df_ajs.dropna()\n",
    "x = df_ajs['Age']      # year on x-axis\n",
    "y = df_ajs['JobSatPoints_6']     # total on y-axis\n",
    "fit = np.polyfit(x, y, deg=1)\n",
    "fit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Job Satisfaction = -0.140 * Year + 29.21, R^2 = 0.0025\n"
     ]
    }
   ],
   "source": [
    "df_ajs.plot(kind='scatter', x='Age', y='JobSatPoints_6', figsize=(10, 6))\n",
    "plt.title('Scatter Plot for Age vs. Job Satisfaction')\n",
    "plt.xlabel('Age')\n",
    "plt.ylabel('Job Satisfaction')\n",
    "\n",
    "plt.plot(x, fit[0] * x + fit[1], color='red') # recall that x is the Years\n",
    "rsq = df_ajs.corr().loc['Age', 'JobSatPoints_6'] ** 2\n",
    "plt.annotate('y={0:.3f} x + {1:.2f}, R^2 = {2:.4f}'.format(fit[0], fit[1], rsq), xy=(40, 19))\n",
    "\n",
    "plt.show()\n",
    "\n",
    "# print out the line of best fit\n",
    "print('Job Satisfaction = {0:.3f} * Year + {1:.2f}, R^2 = {2:.4f}'.format(fit[0], fit[1], rsq))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 2. Scatter Plot for Age vs. Work Experience\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Visualize the relationship between Age (`Age`) and Work Experience (`YearsCodePro`) using a scatter plot.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[17.0, 21.0, 30.0, 40.0, 50.0, 60.0, nan, 66.0]\n"
     ]
    }
   ],
   "source": [
    "## Write your code here\n",
    "df_awe = df[['Age', 'YearsCodePro']].dropna()\n",
    "df_awe.Age = df_awe.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",
    "df_awe.YearsCodePro = df_awe.YearsCodePro.replace({'Less than 1 year': 0, 'More than 50 years': 51}).astype(int)\n",
    "print(sorted(df_awe.Age.unique().tolist()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df_awe.plot(kind='scatter', x='Age', y='YearsCodePro', figsize=(10, 6))\n",
    "\n",
    "plt.title('Scatter Plot for Age vs. Work Experience')\n",
    "plt.xlabel('Age')\n",
    "plt.ylabel('Work Experience')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Task 3: Combining Scatter Plots with Additional Features\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 1. Bubble Plot of Compensation vs. Job Satisfaction with Age as Bubble Size\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Create a bubble plot to explore the relationship between yearly compensation (`ConvertedCompYearly`) and job satisfaction (`JobSatPoints_6`), with bubble size representing age.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [],
   "source": [
    "## Write your code here\n",
    "df_cjsa = df[['Age', 'JobSatPoints_6', 'ConvertedCompYearly']].dropna()\n",
    "df_cjsa.Age = df_cjsa.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",
    "#df_cjsa.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Bubble Plot of Compensation vs. Job Satisfaction')"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "norm_age = (df_cjsa.Age - df_cjsa.Age.min()) / (df_cjsa.Age.max() - df_cjsa.Age.min())\n",
    "ax = df_cjsa.plot(kind='scatter',\n",
    "            x='ConvertedCompYearly',\n",
    "            y='JobSatPoints_6',\n",
    "            alpha=0.5,\n",
    "            s=norm_age * 100 + 1)\n",
    "\n",
    "ax.set_ylabel('Job Satisfaction')\n",
    "ax.set_xlabel('Yearly compensation')\n",
    "ax.set_xlim(-(10**5), 2.5 * 10**6)\n",
    "ax.legend(['Age'], loc='upper center')\n",
    "ax.set_title('Bubble Plot of Compensation vs. Job Satisfaction')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 2. Scatter Plot for Popular Programming Languages by Job Satisfaction\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Visualize the popularity of programming languages (`LanguageHaveWorkedWith`) against job satisfaction using a scatter plot. Use points to represent satisfaction levels for each language.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [],
   "source": [
    "## Write your code here\n",
    "df_pljs = df[['LanguageHaveWorkedWith', 'JobSatPoints_6']].dropna()\n",
    "\n",
    "# Split the language list into rows\n",
    "df_expanded = (\n",
    "    df_pljs.assign(Language=df[\"LanguageHaveWorkedWith\"].str.split(\";\"))\n",
    "      .explode(\"Language\")\n",
    "      .dropna(subset=[\"Language\"]))\n",
    "# Clean whitespace\n",
    "df_expanded[\"Language\"] = df_expanded[\"Language\"].str.strip()\n",
    "#df_expanded"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df_expanded = df_expanded.sort_values(by=[\"Language\"])\n",
    "#norm_sat = (df_expanded.JobSatPoints_6 - df_expanded.JobSatPoints_6.min()) / (df_expanded.JobSatPoints_6.max() - df_expanded.JobSatPoints_6.min())\n",
    "\n",
    "# Scatter plot\n",
    "plt.figure(figsize=(15, 8))\n",
    "plt.scatter(\n",
    "    x=df_expanded[\"Language\"],\n",
    "    y=df_expanded[\"JobSatPoints_6\"],\n",
    "    alpha=0.4,\n",
    "    s=15)\n",
    "\n",
    "plt.xticks(rotation=45, ha=\"right\")\n",
    "plt.ylabel(\"Job Satisfaction\")\n",
    "plt.xlabel(\"Programming Language\")\n",
    "plt.title(\"Programming Languages by Job Satisfaction\")\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Task 4: Scatter Plot Comparisons Across Groups\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 1. Scatter Plot for Compensation vs. Job Satisfaction by Employment Type\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Visualize the relationship between yearly compensation (`ConvertedCompYearly`) and job satisfaction (`JobSatPoints_6`), categorized by employment type (`Employment`). Use color coding or markers to differentiate between employment types.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "metadata": {},
   "outputs": [],
   "source": [
    "## Write your code here\n",
    "df_cse = df[['Employment', 'JobSatPoints_6', 'ConvertedCompYearly']].dropna()\n",
    "# Split the Employment list into rows\n",
    "df_expanded = (\n",
    "    df_cse.assign(EmplType=df[\"Employment\"].str.split(\";\"))\n",
    "      .explode(\"EmplType\")\n",
    "      .dropna(subset=[\"EmplType\"]))\n",
    "# Clean whitespace\n",
    "df_expanded[\"EmplType\"] = df_expanded[\"EmplType\"].str.strip()\n",
    "#df_expanded"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(15, 8))\n",
    "sns.scatterplot(data=df_expanded,\n",
    "    x=\"ConvertedCompYearly\",\n",
    "    y=\"JobSatPoints_6\",\n",
    "    hue=\"EmplType\",\n",
    "    palette=\"Spectral\",\n",
    "    alpha=0.5)\n",
    "\n",
    "plt.ylabel(\"Job Satisfaction\")\n",
    "plt.xlabel(\"Yearly compensation\")\n",
    "plt.xlim(-(0.5 * 10**5), 1.6 * 10**6)\n",
    "plt.legend(title=\"Employment Type\")\n",
    "plt.title(\"Scatter Plot for Compensation vs. Job Satisfaction by Employment Type\")\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 2. Scatter Plot for Work Experience vs. Age Group by Country\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Compare work experience (`YearsCodePro`) across different age groups (`Age`) and countries (`Country`). Use colors to represent different countries and markers for age groups.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['18-24 years old', '25-34 years old', '35-44 years old', '45-54 years old', '55-64 years old', '65 years or older', 'Prefer not to say', 'Under 18 years old']\n"
     ]
    }
   ],
   "source": [
    "## Write your code here\n",
    "df_eac = df[['Age', 'YearsCodePro', 'Country']].dropna()\n",
    "df_eac.YearsCodePro = df_eac.YearsCodePro.replace({'Less than 1 year': 0, 'More than 50 years': 51}).astype(int)\n",
    "print(sorted(df_eac.Age.unique().tolist()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/conda/lib/python3.12/site-packages/seaborn/axisgrid.py:123: UserWarning: Tight layout not applied. The bottom and top margins cannot be made large enough to accommodate all Axes decorations.\n",
      "  self._figure.tight_layout(*args, **kwargs)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 922x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "order = ['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",
    "ax = sns.catplot(\n",
    "    data=df_eac,\n",
    "    order=order,\n",
    "    x=\"Age\",\n",
    "    y=\"YearsCodePro\",\n",
    "    hue=\"Country\",\n",
    "    palette=\"Spectral\",\n",
    "    kind=\"strip\")\n",
    "\n",
    "xlabels = [textwrap.fill(label.get_text(), width=10) for label in ax.ax.get_xticklabels()]\n",
    "ax.set_xticklabels(xlabels)\n",
    "ax.set_axis_labels(\"Age Group\", \"Work Experience\")\n",
    "ax.fig.suptitle(\"Scatter Plot for Work Experience vs. Age Group by Country\")\n",
    "ax.fig.tight_layout()\n",
    "\n",
    "# Remove the original legend\n",
    "ax._legend.remove()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Final Step: Review\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "With these scatter plots, you will have analyzed data relationships across multiple dimensions, including compensation, job satisfaction, employment types, and demographics, to uncover meaningful trends in the developer community.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Summary\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "After completing this lab, you will be able to:\n",
    "- Analyze how numerical variables relate across specific groups, such as employment types and countries.\n",
    "- Use scatter plots effectively to represent multiple variables with color, size, and markers.\n",
    "- Gain insights into compensation, satisfaction, and demographic trends using advanced scatter plot techniques.\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"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.5"
  },
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