{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "9b32032e-a65a-4f64-bb23-0b139c78d033",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from pprint import pprint\n",
    "import matplotlib.pyplot as plt\n",
    "from IPython.display import display\n",
    "import seaborn as sns\n",
    "import pingouin as pg\n",
    "\n",
    "df = pd.read_csv('data/survey_results_public.csv')\n",
    "\n",
    "##\n",
    "## Stop outputs from using scientific notation\n",
    "##\n",
    "pd.set_option('display.float_format', '{:.6f}'.format)\n",
    "\n",
    "##\n",
    "## Filtering responses which are not professional software developers that provided compensation information\n",
    "##\n",
    "df.dropna(subset=['CompTotal'], inplace=True)\n",
    "df = df[df['MainBranch'] == 'I am a developer by profession']\n",
    "df = df[df['Employment'].str.contains('Employed, full-time', na=False)]\n",
    "df = df[df['DevType'].str.contains('Developer', na=False)]\n",
    "\n",
    "##\n",
    "## Output row count for each country\n",
    "##\n",
    "\n",
    "country_count = df['Country'].value_counts()\n",
    "country_count_df = country_count[country_count > 400].reset_index()\n",
    "country_count_df.columns = ['Country', 'Count']\n",
    "# display(country_count_df)\n",
    "# country_count_df.to_csv('response_count.csv')\n",
    "\n",
    "##\n",
    "## Filtering responses which are not in USA, UK, Germany or Australia.\n",
    "##\n",
    "df = df[df[['Currency', 'Country']].apply(tuple, axis=1).isin([('USD\\tUnited States dollar', 'United States of America'), \n",
    "                                                               ('EUR European Euro', 'Germany'), \n",
    "                                                               ('GBP\\tPound sterling', 'United Kingdom of Great Britain and Northern Ireland'),\n",
    "                                                               ('AUD\\tAustralian dollar', 'Australia')])]\n",
    "\n",
    "\n",
    "\n",
    "##\n",
    "## Retain only the wanted columns.\n",
    "##\n",
    "df = df[['EdLevel',\n",
    "         'LearnCode', \n",
    "         'LearnCodeOnline', \n",
    "         'YearsCode', \n",
    "         'YearsCodePro', \n",
    "         'DevType', \n",
    "         'Country', \n",
    "         'LanguageHaveWorkedWith', \n",
    "         'PlatformHaveWorkedWith', \n",
    "         'WebframeHaveWorkedWith',  \n",
    "         'EmbeddedHaveWorkedWith', \n",
    "         'MiscTechHaveWorkedWith', \n",
    "         'ToolsTechHaveWorkedWith', \n",
    "         'WorkExp', \n",
    "         'ConvertedCompYearly']]\n",
    "\n",
    "##\n",
    "## Break the \"HaveWorkdWith\" columns down into a column for each language\n",
    "##\n",
    "\n",
    "WorkWithList = [\n",
    "    'LanguageHaveWorkedWith', \n",
    "    'PlatformHaveWorkedWith', \n",
    "    'WebframeHaveWorkedWith', \n",
    "    'EmbeddedHaveWorkedWith',  \n",
    "    'MiscTechHaveWorkedWith', \n",
    "    'ToolsTechHaveWorkedWith', \n",
    "]\n",
    "\n",
    "for WorkWith in WorkWithList:\n",
    "    df_workwith = df[WorkWith].str.get_dummies(sep=';')\n",
    "    df_workwith = df_workwith.add_prefix(WorkWith + '_')\n",
    "    df = pd.concat([df, df_workwith], axis=1)\n",
    "\n",
    "##\n",
    "## Split education level into individual columns\n",
    "##\n",
    "\n",
    "df_edulevel = pd.get_dummies(df['EdLevel'], prefix='EdLevel', columns=['primary', 'secondary', 'partialuni', 'associate', 'bachelor', 'master', 'professional'])\n",
    "\n",
    "df_edulevel = df_edulevel.astype(int)\n",
    "\n",
    "df_edulevel = df_edulevel.rename(columns={\n",
    "    'EdLevel_Primary/elementary school': 'EdLevel_primary',\n",
    "    'EdLevel_Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)': 'EdLevel_secondary',\n",
    "    'EdLevel_Some college/university study without earning a degree': 'EdLevel_partialuni',\n",
    "    'EdLevel_Associate degree (A.A., A.S., etc.)': 'EdLevel_associate',\n",
    "    'EdLevel_Bachelor’s degree (B.A., B.S., B.Eng., etc.)': 'EdLevel_bachelor',\n",
    "    'EdLevel_Master’s degree (M.A., M.S., M.Eng., MBA, etc.)': 'EdLevel_master',\n",
    "    'EdLevel_Professional degree (JD, MD, Ph.D, Ed.D, etc.)': 'EdLevel_professional'\n",
    "})\n",
    "\n",
    "df_edulevel.loc[df_edulevel['EdLevel_professional'] == 1, 'EdLevel_master'] = 1\n",
    "df_edulevel.loc[df_edulevel['EdLevel_master'] == 1, 'EdLevel_bachelor'] = 1\n",
    "df_edulevel.loc[df_edulevel['EdLevel_bachelor'] == 1, 'EdLevel_associate'] = 1\n",
    "df_edulevel.loc[df_edulevel['EdLevel_associate'] == 1, 'EdLevel_partialuni'] = 1\n",
    "df_edulevel.loc[df_edulevel['EdLevel_partialuni'] == 1, 'EdLevel_secondary'] = 1\n",
    "df_edulevel.loc[df_edulevel['EdLevel_secondary'] == 1, 'EdLevel_primary'] = 1\n",
    "\n",
    "df = pd.concat([df, df_edulevel], axis=1)\n",
    "\n",
    "##\n",
    "## Drop known bad cols which contain very little to no data\n",
    "##\n",
    "\n",
    "cols_to_drop = [\n",
    "    # 'PlatformWantToWorkWith_PythonAnywhere', \n",
    "    # 'WebframeWantToWorkWith_Yii 2', \n",
    "    'EmbeddedHaveWorkedWith_CUTE'\n",
    "]\n",
    "df = df.drop(columns=cols_to_drop)\n",
    "\n",
    "##\n",
    "## Create a dataframe per country\n",
    "##\n",
    "\n",
    "df_GER = df[df['Country'] == 'Germany']\n",
    "df_UK  = df[df['Country'] == 'United Kingdom of Great Britain and Northern Ireland']\n",
    "df_USA = df[df['Country'] == 'United States of America']\n",
    "df_AU = df[df['Country'] == 'Australia']\n",
    "\n",
    "##\n",
    "## Remove Non Numeric Columns\n",
    "##\n",
    "\n",
    "df_GER = df_GER.select_dtypes(include='number')\n",
    "df_UK  = df_UK.select_dtypes(include='number')\n",
    "df_USA = df_USA.select_dtypes(include='number')\n",
    "df_AU  = df_AU.select_dtypes(include='number')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "0d027254-d2ac-4d53-89bb-a797657ad504",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:866: RuntimeWarning: divide by zero encountered in divide\n",
      "  D = np.diag(np.sqrt(1 / Vi_diag))\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:867: RuntimeWarning: invalid value encountered in matmul\n",
      "  pcor = -1 * (D @ Vi @ D)  # Partial correlation matrix\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:877: RuntimeWarning: invalid value encountered in divide\n",
      "  / np.sqrt(np.abs(Vi_diag - Vi**2 / Vi_diag[..., None])).T\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:866: RuntimeWarning: divide by zero encountered in divide\n",
      "  D = np.diag(np.sqrt(1 / Vi_diag))\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:867: RuntimeWarning: invalid value encountered in matmul\n",
      "  pcor = -1 * (D @ Vi @ D)  # Partial correlation matrix\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:877: RuntimeWarning: invalid value encountered in divide\n",
      "  / np.sqrt(np.abs(Vi_diag - Vi**2 / Vi_diag[..., None])).T\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:866: RuntimeWarning: divide by zero encountered in divide\n",
      "  D = np.diag(np.sqrt(1 / Vi_diag))\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:867: RuntimeWarning: invalid value encountered in matmul\n",
      "  pcor = -1 * (D @ Vi @ D)  # Partial correlation matrix\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:877: RuntimeWarning: invalid value encountered in divide\n",
      "  / np.sqrt(np.abs(Vi_diag - Vi**2 / Vi_diag[..., None])).T\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:866: RuntimeWarning: divide by zero encountered in divide\n",
      "  D = np.diag(np.sqrt(1 / Vi_diag))\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:867: RuntimeWarning: invalid value encountered in matmul\n",
      "  pcor = -1 * (D @ Vi @ D)  # Partial correlation matrix\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:877: RuntimeWarning: invalid value encountered in divide\n",
      "  / np.sqrt(np.abs(Vi_diag - Vi**2 / Vi_diag[..., None])).T\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:866: RuntimeWarning: divide by zero encountered in divide\n",
      "  D = np.diag(np.sqrt(1 / Vi_diag))\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:867: RuntimeWarning: invalid value encountered in matmul\n",
      "  pcor = -1 * (D @ Vi @ D)  # Partial correlation matrix\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:877: RuntimeWarning: invalid value encountered in divide\n",
      "  / np.sqrt(np.abs(Vi_diag - Vi**2 / Vi_diag[..., None])).T\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:866: RuntimeWarning: divide by zero encountered in divide\n",
      "  D = np.diag(np.sqrt(1 / Vi_diag))\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:867: RuntimeWarning: invalid value encountered in matmul\n",
      "  pcor = -1 * (D @ Vi @ D)  # Partial correlation matrix\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:877: RuntimeWarning: invalid value encountered in divide\n",
      "  / np.sqrt(np.abs(Vi_diag - Vi**2 / Vi_diag[..., None])).T\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:866: RuntimeWarning: divide by zero encountered in divide\n",
      "  D = np.diag(np.sqrt(1 / Vi_diag))\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:867: RuntimeWarning: invalid value encountered in matmul\n",
      "  pcor = -1 * (D @ Vi @ D)  # Partial correlation matrix\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:877: RuntimeWarning: invalid value encountered in divide\n",
      "  / np.sqrt(np.abs(Vi_diag - Vi**2 / Vi_diag[..., None])).T\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:866: RuntimeWarning: divide by zero encountered in divide\n",
      "  D = np.diag(np.sqrt(1 / Vi_diag))\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:867: RuntimeWarning: invalid value encountered in matmul\n",
      "  pcor = -1 * (D @ Vi @ D)  # Partial correlation matrix\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:877: RuntimeWarning: invalid value encountered in divide\n",
      "  / np.sqrt(np.abs(Vi_diag - Vi**2 / Vi_diag[..., None])).T\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:866: RuntimeWarning: divide by zero encountered in divide\n",
      "  D = np.diag(np.sqrt(1 / Vi_diag))\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:867: RuntimeWarning: invalid value encountered in matmul\n",
      "  pcor = -1 * (D @ Vi @ D)  # Partial correlation matrix\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:877: RuntimeWarning: invalid value encountered in divide\n",
      "  / np.sqrt(np.abs(Vi_diag - Vi**2 / Vi_diag[..., None])).T\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:866: RuntimeWarning: divide by zero encountered in divide\n",
      "  D = np.diag(np.sqrt(1 / Vi_diag))\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:867: RuntimeWarning: invalid value encountered in matmul\n",
      "  pcor = -1 * (D @ Vi @ D)  # Partial correlation matrix\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:877: RuntimeWarning: invalid value encountered in divide\n",
      "  / np.sqrt(np.abs(Vi_diag - Vi**2 / Vi_diag[..., None])).T\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:866: RuntimeWarning: divide by zero encountered in divide\n",
      "  D = np.diag(np.sqrt(1 / Vi_diag))\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:867: RuntimeWarning: invalid value encountered in matmul\n",
      "  pcor = -1 * (D @ Vi @ D)  # Partial correlation matrix\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:877: RuntimeWarning: invalid value encountered in divide\n",
      "  / np.sqrt(np.abs(Vi_diag - Vi**2 / Vi_diag[..., None])).T\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:866: RuntimeWarning: divide by zero encountered in divide\n",
      "  D = np.diag(np.sqrt(1 / Vi_diag))\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:867: RuntimeWarning: invalid value encountered in matmul\n",
      "  pcor = -1 * (D @ Vi @ D)  # Partial correlation matrix\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:877: RuntimeWarning: invalid value encountered in divide\n",
      "  / np.sqrt(np.abs(Vi_diag - Vi**2 / Vi_diag[..., None])).T\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:866: RuntimeWarning: divide by zero encountered in divide\n",
      "  D = np.diag(np.sqrt(1 / Vi_diag))\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:867: RuntimeWarning: invalid value encountered in matmul\n",
      "  pcor = -1 * (D @ Vi @ D)  # Partial correlation matrix\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:877: RuntimeWarning: invalid value encountered in divide\n",
      "  / np.sqrt(np.abs(Vi_diag - Vi**2 / Vi_diag[..., None])).T\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:866: RuntimeWarning: divide by zero encountered in divide\n",
      "  D = np.diag(np.sqrt(1 / Vi_diag))\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:867: RuntimeWarning: invalid value encountered in matmul\n",
      "  pcor = -1 * (D @ Vi @ D)  # Partial correlation matrix\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:877: RuntimeWarning: invalid value encountered in divide\n",
      "  / np.sqrt(np.abs(Vi_diag - Vi**2 / Vi_diag[..., None])).T\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:866: RuntimeWarning: divide by zero encountered in divide\n",
      "  D = np.diag(np.sqrt(1 / Vi_diag))\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:867: RuntimeWarning: invalid value encountered in matmul\n",
      "  pcor = -1 * (D @ Vi @ D)  # Partial correlation matrix\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:877: RuntimeWarning: invalid value encountered in divide\n",
      "  / np.sqrt(np.abs(Vi_diag - Vi**2 / Vi_diag[..., None])).T\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:866: RuntimeWarning: divide by zero encountered in divide\n",
      "  D = np.diag(np.sqrt(1 / Vi_diag))\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:867: RuntimeWarning: invalid value encountered in matmul\n",
      "  pcor = -1 * (D @ Vi @ D)  # Partial correlation matrix\n",
      "/home/cameron/Documents/vscode/sci7420/venv/lib64/python3.11/site-packages/pingouin/correlation.py:877: RuntimeWarning: invalid value encountered in divide\n",
      "  / np.sqrt(np.abs(Vi_diag - Vi**2 / Vi_diag[..., None])).T\n"
     ]
    }
   ],
   "source": [
    "##\n",
    "## Perform a partical correlation between each variable and Total Compensation.\n",
    "##\n",
    "\n",
    "dependent = 'ConvertedCompYearly'\n",
    "\n",
    "corr_array_list = []\n",
    "for country, df in [[\"GER\",df_GER], [\"UK\", df_UK], [\"USA\",df_USA], [\"AU\",df_AU]]:\n",
    "\n",
    "    independent_list = df.columns.tolist()\n",
    "    independent_list.remove(dependent)\n",
    "\n",
    "    array = pd.DataFrame()\n",
    "    for independent in independent_list:\n",
    "\n",
    "        corr = pg.partial_corr(data=df, \n",
    "                               x=independent, \n",
    "                               y=dependent, \n",
    "                               method='spearman')\n",
    "        corr.index.values[0] = independent\n",
    "        array = pd.concat([array, corr])\n",
    "\n",
    "    array = array.add_prefix(country + '_')\n",
    "    corr_array_list.append(array)\n",
    "\n",
    "corr_df = pd.concat(corr_array_list, axis=1)\n",
    "\n",
    "corr_df['AVG_r'] = corr_df[['GER_r', 'USA_r', 'UK_r', 'AU_r']].mean(axis=1)\n",
    "corr_df['AVG_p-val'] = corr_df[['GER_p-val', 'USA_p-val', 'UK_p-val', 'AU_p-val']].mean(axis=1)\n",
    "corr_df = corr_df.sort_values(by='AVG_r', ascending=False)\n",
    "\n",
    "# display(corr_df.loc['EdLevel_professional'])\n",
    "\n",
    "corr_df.to_csv('calculated_correlations.csv')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "94bc3803-00fb-4c06-a752-91b061f73567",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "corr_df = corr_df.sort_values(by='USA_r', ascending=False)\n",
    "\n",
    "# Create a figure and axis for the plot\n",
    "fig, ax1 = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "ax1.set_xlabel('Variable')\n",
    "ax1.set_ylabel('Correlation Coefficient (r)', color='blue')\n",
    "ax1.plot(corr_df.index, corr_df['USA_r'], marker='o', color='blue', label='r')\n",
    "ax1.tick_params(axis='y', labelcolor='blue')\n",
    "\n",
    "# Remove xticks\n",
    "ax1.set_xticklabels([])\n",
    "plt.tick_params(\n",
    "    axis='x',\n",
    "    which='both',\n",
    "    bottom=False,\n",
    "    top=False,\n",
    "    labelbottom=False)\n",
    "\n",
    "\n",
    "ax2 = ax1.twinx() \n",
    "ax2.set_ylabel('p-value', color='red')\n",
    "ax2.plot(corr_df.index, corr_df['USA_p-val'], marker='x', color='red', label='p-val')\n",
    "ax2.tick_params(axis='y', labelcolor='red')\n",
    "\n",
    "ax2.axhline(y=0.05, color='red', linestyle='--', label='p-value cutoff (0.05)')\n",
    "ax2.text(len(corr_df.index)-0.05, 0.05+0.01, 'Not statisticly \\n significant \\n above this line', color='red')\n",
    "\n",
    "plt.title('Correlation Coefficient (r) and p-value for Each Variable (USA)')\n",
    "\n",
    "# Display the plot\n",
    "plt.tight_layout()\n",
    "plt.savefig('randp.png', format='png')\n",
    "plt.show()\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "18c9b76c-9827-48d7-b0ae-7117483e7993",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "corr_df = corr_df.sort_values(by='AVG_p-val', ascending=False)\n",
    "\n",
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "plt.plot(corr_df.index, corr_df['GER_p-val'], marker='o', label='GER_p-val', color='blue')\n",
    "plt.plot(corr_df.index, corr_df['UK_p-val'], marker='o', label='UK_p-val', color='green')\n",
    "plt.plot(corr_df.index, corr_df['USA_p-val'], marker='o', label='USA_p-val', color='orange')\n",
    "plt.plot(corr_df.index, corr_df['AU_p-val'], marker='o', label='AU_p-val', color='grey')\n",
    "plt.plot(corr_df.index, corr_df['AVG_p-val'], marker='o', label='AVG_p-val', color='purple')\n",
    "\n",
    "plt.axhline(y=0.05, color='red', linestyle='--', label='p-value cutoff (0.05)')\n",
    "plt.text(len(corr_df.index)-0.05, 0.05+0.01, 'Not statisticly \\n significant \\n above this line', color='red')\n",
    "\n",
    "# Remove xticks\n",
    "ax1.set_xticklabels([])\n",
    "plt.tick_params(\n",
    "    axis='x',\n",
    "    which='both',\n",
    "    bottom=False,\n",
    "    top=False,\n",
    "    labelbottom=False)\n",
    "\n",
    "plt.xlabel('Factors')\n",
    "plt.ylabel('P-VAL')\n",
    "plt.title('Plot of P-Vals Ordered by Average P-Val')\n",
    "\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "plt.tight_layout()\n",
    "plt.savefig('regionalpvalue.png', format='png')\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "eb657a88-e2e6-4430-a8ca-f3bae12295b0",
   "metadata": {},
   "outputs": [],
   "source": [
    "corr_df_sig_all = corr_df.loc[((corr_df['GER_p-val'] < 0.05) & (corr_df['USA_p-val'] < 0.05) & (corr_df['UK_p-val'] < 0.05) & (corr_df['AU_p-val'] < 0.05))]\n",
    "corr_df_sig_all = corr_df_sig_all.drop(columns=['GER_n', 'UK_n', 'USA_n', 'AU_n', 'GER_CI95%', 'UK_CI95%', 'USA_CI95%', 'AU_CI95%'])\n",
    "corr_df_sig_all = corr_df_sig_all.sort_values(by='AVG_r', ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "8262d793-0cab-4dda-8f2a-38a041e36777",
   "metadata": {},
   "outputs": [
    {
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       "  <thead>\n",
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       "      <th></th>\n",
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       "      <th>GER_p-val</th>\n",
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      "text/plain": [
       "                                                      GER_r  GER_p-val  \\\n",
       "WorkExp                                            0.514256   0.000000   \n",
       "ToolsTechHaveWorkedWith_Terraform                  0.198164   0.000000   \n",
       "ToolsTechHaveWorkedWith_Kubernetes                 0.157696   0.000000   \n",
       "MiscTechHaveWorkedWith_Apache Kafka                0.125133   0.000014   \n",
       "ToolsTechHaveWorkedWith_Homebrew                   0.095859   0.000876   \n",
       "ToolsTechHaveWorkedWith_Docker                     0.073619   0.010674   \n",
       "LanguageHaveWorkedWith_Go                          0.070691   0.014232   \n",
       "MiscTechHaveWorkedWith_.NET Framework (1.0 - 4.8) -0.078447   0.006506   \n",
       "LanguageHaveWorkedWith_JavaScript                 -0.196424   0.000000   \n",
       "LanguageHaveWorkedWith_PHP                        -0.176109   0.000000   \n",
       "LanguageHaveWorkedWith_HTML/CSS                   -0.207864   0.000000   \n",
       "\n",
       "                                                       UK_r  UK_p-val  \\\n",
       "WorkExp                                            0.412203  0.000000   \n",
       "ToolsTechHaveWorkedWith_Terraform                  0.167319  0.000000   \n",
       "ToolsTechHaveWorkedWith_Kubernetes                 0.219061  0.000000   \n",
       "MiscTechHaveWorkedWith_Apache Kafka                0.163341  0.000001   \n",
       "ToolsTechHaveWorkedWith_Homebrew                   0.122910  0.000185   \n",
       "ToolsTechHaveWorkedWith_Docker                     0.151586  0.000004   \n",
       "LanguageHaveWorkedWith_Go                          0.100121  0.002350   \n",
       "MiscTechHaveWorkedWith_.NET Framework (1.0 - 4.8) -0.130054  0.000075   \n",
       "LanguageHaveWorkedWith_JavaScript                 -0.116793  0.000383   \n",
       "LanguageHaveWorkedWith_PHP                        -0.167646  0.000000   \n",
       "LanguageHaveWorkedWith_HTML/CSS                   -0.178049  0.000000   \n",
       "\n",
       "                                                      USA_r  USA_p-val  \\\n",
       "WorkExp                                            0.382118   0.000000   \n",
       "ToolsTechHaveWorkedWith_Terraform                  0.183067   0.000000   \n",
       "ToolsTechHaveWorkedWith_Kubernetes                 0.157023   0.000000   \n",
       "MiscTechHaveWorkedWith_Apache Kafka                0.149304   0.000000   \n",
       "ToolsTechHaveWorkedWith_Homebrew                   0.170613   0.000000   \n",
       "ToolsTechHaveWorkedWith_Docker                     0.118815   0.000000   \n",
       "LanguageHaveWorkedWith_Go                          0.125164   0.000000   \n",
       "MiscTechHaveWorkedWith_.NET Framework (1.0 - 4.8) -0.170868   0.000000   \n",
       "LanguageHaveWorkedWith_JavaScript                 -0.137608   0.000000   \n",
       "LanguageHaveWorkedWith_PHP                        -0.149162   0.000000   \n",
       "LanguageHaveWorkedWith_HTML/CSS                   -0.205629   0.000000   \n",
       "\n",
       "                                                       AU_r  AU_p-val  \\\n",
       "WorkExp                                            0.430147  0.000000   \n",
       "ToolsTechHaveWorkedWith_Terraform                  0.124752  0.026347   \n",
       "ToolsTechHaveWorkedWith_Kubernetes                 0.119103  0.034028   \n",
       "MiscTechHaveWorkedWith_Apache Kafka                0.197993  0.000391   \n",
       "ToolsTechHaveWorkedWith_Homebrew                   0.184254  0.000981   \n",
       "ToolsTechHaveWorkedWith_Docker                     0.146483  0.009005   \n",
       "LanguageHaveWorkedWith_Go                          0.140733  0.012132   \n",
       "MiscTechHaveWorkedWith_.NET Framework (1.0 - 4.8) -0.111637  0.047033   \n",
       "LanguageHaveWorkedWith_JavaScript                 -0.138596  0.013518   \n",
       "LanguageHaveWorkedWith_PHP                        -0.164482  0.003314   \n",
       "LanguageHaveWorkedWith_HTML/CSS                   -0.122361  0.029394   \n",
       "\n",
       "                                                      AVG_r  AVG_p-val  \n",
       "WorkExp                                            0.434681   0.000000  \n",
       "ToolsTechHaveWorkedWith_Terraform                  0.168326   0.006587  \n",
       "ToolsTechHaveWorkedWith_Kubernetes                 0.163221   0.008507  \n",
       "MiscTechHaveWorkedWith_Apache Kafka                0.158943   0.000101  \n",
       "ToolsTechHaveWorkedWith_Homebrew                   0.143409   0.000510  \n",
       "ToolsTechHaveWorkedWith_Docker                     0.122626   0.004921  \n",
       "LanguageHaveWorkedWith_Go                          0.109177   0.007179  \n",
       "MiscTechHaveWorkedWith_.NET Framework (1.0 - 4.8) -0.122752   0.013404  \n",
       "LanguageHaveWorkedWith_JavaScript                 -0.147355   0.003475  \n",
       "LanguageHaveWorkedWith_PHP                        -0.164350   0.000829  \n",
       "LanguageHaveWorkedWith_HTML/CSS                   -0.178476   0.007349  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(corr_df_sig_all)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "69b1ee42-dd15-48a0-ac3c-f7a5951ce732",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "plt.plot(corr_df_sig_all.index, corr_df_sig_all['GER_r'], marker='o', label='GER_r', color='blue')\n",
    "plt.plot(corr_df_sig_all.index, corr_df_sig_all['UK_r'], marker='o', label='UK_r', color='green')\n",
    "plt.plot(corr_df_sig_all.index, corr_df_sig_all['USA_r'], marker='o', label='USA_r', color='orange')\n",
    "plt.plot(corr_df_sig_all.index, corr_df_sig_all['AU_r'], marker='o', label='AU_r', color='grey')\n",
    "plt.plot(corr_df_sig_all.index, corr_df_sig_all['AVG_r'], marker='o', label='AVG_r', color='purple')\n",
    "\n",
    "# Remove xticks\n",
    "ax1.set_xticklabels([])\n",
    "plt.tick_params(\n",
    "    axis='x',\n",
    "    which='both',\n",
    "    bottom=False,\n",
    "    top=False,\n",
    "    labelbottom=False)\n",
    "\n",
    "plt.xlabel('Statisticly Significant Factors')\n",
    "plt.ylabel('Correlation Coefficient (r)')\n",
    "plt.title('Statisticly Significant Factors for All Regions Sorted By Average Correlation Coefficients Compared To Regional Coefficients')\n",
    "\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "plt.tight_layout()\n",
    "plt.savefig('siginallcoefficients.png', format='png')\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "b0b6d0cc-da8b-4d23-81ee-c58dd278aba9",
   "metadata": {
    "scrolled": true
   },
   "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>GER_r</th>\n",
       "      <th>UK_r</th>\n",
       "      <th>USA_r</th>\n",
       "      <th>AU_r</th>\n",
       "      <th>AVG_r</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>PlatformHaveWorkedWith_Amazon Web Services (AWS)</th>\n",
       "      <td>0.201221</td>\n",
       "      <td>0.186091</td>\n",
       "      <td>0.194690</td>\n",
       "      <td>0.081035</td>\n",
       "      <td>0.165759</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EdLevel_master</th>\n",
       "      <td>0.315944</td>\n",
       "      <td>0.133310</td>\n",
       "      <td>0.130262</td>\n",
       "      <td>0.045489</td>\n",
       "      <td>0.156251</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LanguageHaveWorkedWith_Ruby</th>\n",
       "      <td>0.093294</td>\n",
       "      <td>0.033283</td>\n",
       "      <td>0.116040</td>\n",
       "      <td>0.065094</td>\n",
       "      <td>0.076928</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ToolsTechHaveWorkedWith_Make</th>\n",
       "      <td>0.055577</td>\n",
       "      <td>0.133135</td>\n",
       "      <td>0.105124</td>\n",
       "      <td>0.035826</td>\n",
       "      <td>0.082415</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                    GER_r     UK_r    USA_r  \\\n",
       "PlatformHaveWorkedWith_Amazon Web Services (AWS) 0.201221 0.186091 0.194690   \n",
       "EdLevel_master                                   0.315944 0.133310 0.130262   \n",
       "LanguageHaveWorkedWith_Ruby                      0.093294 0.033283 0.116040   \n",
       "ToolsTechHaveWorkedWith_Make                     0.055577 0.133135 0.105124   \n",
       "\n",
       "                                                     AU_r    AVG_r  \n",
       "PlatformHaveWorkedWith_Amazon Web Services (AWS) 0.081035 0.165759  \n",
       "EdLevel_master                                   0.045489 0.156251  \n",
       "LanguageHaveWorkedWith_Ruby                      0.065094 0.076928  \n",
       "ToolsTechHaveWorkedWith_Make                     0.035826 0.082415  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "corr_df_sig_us = corr_df.loc[~((corr_df['GER_p-val'] < 0.05) & (corr_df['USA_p-val'] < 0.05) & (corr_df['UK_p-val'] < 0.05) & (corr_df['AU_p-val'] < 0.05))]\n",
    "corr_df_sig_us = corr_df_sig_us.loc[((corr_df['USA_p-val'] < 0.05))]\n",
    "corr_df_sig_us = corr_df_sig_us.loc[((corr_df['USA_r'] > 0.1))]\n",
    "corr_df_sig_us = corr_df_sig_us.drop(columns=['GER_n', 'UK_n', 'USA_n', 'AU_n', 'GER_CI95%', 'UK_CI95%', 'USA_CI95%', 'AU_CI95%', 'GER_p-val', 'UK_p-val', 'USA_p-val', 'AU_p-val', 'AVG_p-val'])\n",
    "corr_df_sig_us = corr_df_sig_us.sort_values(by='USA_r', ascending=False)\n",
    "display(corr_df_sig_us)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "02ee10d2-1d34-414d-a8ac-851d02e426d6",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>GER_r</th>\n",
       "      <th>UK_r</th>\n",
       "      <th>USA_r</th>\n",
       "      <th>AU_r</th>\n",
       "      <th>AVG_r</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>PlatformHaveWorkedWith_Amazon Web Services (AWS)</th>\n",
       "      <td>0.201221</td>\n",
       "      <td>0.186091</td>\n",
       "      <td>0.194690</td>\n",
       "      <td>0.081035</td>\n",
       "      <td>0.165759</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EdLevel_bachelor</th>\n",
       "      <td>0.283945</td>\n",
       "      <td>0.158804</td>\n",
       "      <td>0.088624</td>\n",
       "      <td>0.029646</td>\n",
       "      <td>0.140255</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PlatformHaveWorkedWith_Google Cloud</th>\n",
       "      <td>0.099580</td>\n",
       "      <td>0.155989</td>\n",
       "      <td>0.090843</td>\n",
       "      <td>0.025879</td>\n",
       "      <td>0.093073</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EdLevel_associate</th>\n",
       "      <td>0.285089</td>\n",
       "      <td>0.148694</td>\n",
       "      <td>0.045865</td>\n",
       "      <td>0.041626</td>\n",
       "      <td>0.130319</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EdLevel_master</th>\n",
       "      <td>0.315944</td>\n",
       "      <td>0.133310</td>\n",
       "      <td>0.130262</td>\n",
       "      <td>0.045489</td>\n",
       "      <td>0.156251</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ToolsTechHaveWorkedWith_Make</th>\n",
       "      <td>0.055577</td>\n",
       "      <td>0.133135</td>\n",
       "      <td>0.105124</td>\n",
       "      <td>0.035826</td>\n",
       "      <td>0.082415</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LanguageHaveWorkedWith_Groovy</th>\n",
       "      <td>0.079601</td>\n",
       "      <td>0.128558</td>\n",
       "      <td>0.047415</td>\n",
       "      <td>-0.036773</td>\n",
       "      <td>0.054700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EmbeddedHaveWorkedWith_Catch2</th>\n",
       "      <td>0.026045</td>\n",
       "      <td>0.127435</td>\n",
       "      <td>0.019481</td>\n",
       "      <td>-0.107573</td>\n",
       "      <td>0.016347</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EmbeddedHaveWorkedWith_Boost.Test</th>\n",
       "      <td>0.022461</td>\n",
       "      <td>0.124523</td>\n",
       "      <td>-0.024609</td>\n",
       "      <td>-0.091282</td>\n",
       "      <td>0.007773</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ToolsTechHaveWorkedWith_Pulumi</th>\n",
       "      <td>0.057992</td>\n",
       "      <td>0.105890</td>\n",
       "      <td>0.038728</td>\n",
       "      <td>-0.026166</td>\n",
       "      <td>0.044111</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                    GER_r     UK_r     USA_r  \\\n",
       "PlatformHaveWorkedWith_Amazon Web Services (AWS) 0.201221 0.186091  0.194690   \n",
       "EdLevel_bachelor                                 0.283945 0.158804  0.088624   \n",
       "PlatformHaveWorkedWith_Google Cloud              0.099580 0.155989  0.090843   \n",
       "EdLevel_associate                                0.285089 0.148694  0.045865   \n",
       "EdLevel_master                                   0.315944 0.133310  0.130262   \n",
       "ToolsTechHaveWorkedWith_Make                     0.055577 0.133135  0.105124   \n",
       "LanguageHaveWorkedWith_Groovy                    0.079601 0.128558  0.047415   \n",
       "EmbeddedHaveWorkedWith_Catch2                    0.026045 0.127435  0.019481   \n",
       "EmbeddedHaveWorkedWith_Boost.Test                0.022461 0.124523 -0.024609   \n",
       "ToolsTechHaveWorkedWith_Pulumi                   0.057992 0.105890  0.038728   \n",
       "\n",
       "                                                      AU_r    AVG_r  \n",
       "PlatformHaveWorkedWith_Amazon Web Services (AWS)  0.081035 0.165759  \n",
       "EdLevel_bachelor                                  0.029646 0.140255  \n",
       "PlatformHaveWorkedWith_Google Cloud               0.025879 0.093073  \n",
       "EdLevel_associate                                 0.041626 0.130319  \n",
       "EdLevel_master                                    0.045489 0.156251  \n",
       "ToolsTechHaveWorkedWith_Make                      0.035826 0.082415  \n",
       "LanguageHaveWorkedWith_Groovy                    -0.036773 0.054700  \n",
       "EmbeddedHaveWorkedWith_Catch2                    -0.107573 0.016347  \n",
       "EmbeddedHaveWorkedWith_Boost.Test                -0.091282 0.007773  \n",
       "ToolsTechHaveWorkedWith_Pulumi                   -0.026166 0.044111  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "corr_df_sig_uk = corr_df.loc[~((corr_df['GER_p-val'] < 0.05) & (corr_df['USA_p-val'] < 0.05) & (corr_df['UK_p-val'] < 0.05) & (corr_df['AU_p-val'] < 0.05))]\n",
    "corr_df_sig_uk = corr_df_sig_uk.loc[((corr_df['UK_p-val'] < 0.05))]\n",
    "corr_df_sig_uk = corr_df_sig_uk.loc[((corr_df['UK_r'] > 0.1))]\n",
    "corr_df_sig_uk = corr_df_sig_uk.drop(columns=['GER_n', 'UK_n', 'USA_n', 'AU_n', 'GER_CI95%', 'UK_CI95%', 'USA_CI95%', 'AU_CI95%', 'GER_p-val', 'UK_p-val', 'USA_p-val', 'AU_p-val', 'AVG_p-val'])\n",
    "corr_df_sig_uk = corr_df_sig_uk.sort_values(by='UK_r', ascending=False)\n",
    "display(corr_df_sig_uk)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "fc5ed20d-2b7f-4b7a-8231-d936b659b6c2",
   "metadata": {},
   "outputs": [
    {
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>GER_r</th>\n",
       "      <th>UK_r</th>\n",
       "      <th>USA_r</th>\n",
       "      <th>AU_r</th>\n",
       "      <th>AVG_r</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>PlatformHaveWorkedWith_Amazon Web Services (AWS)</th>\n",
       "      <td>0.201221</td>\n",
       "      <td>0.186091</td>\n",
       "      <td>0.194690</td>\n",
       "      <td>0.081035</td>\n",
       "      <td>0.165759</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EdLevel_bachelor</th>\n",
       "      <td>0.283945</td>\n",
       "      <td>0.158804</td>\n",
       "      <td>0.088624</td>\n",
       "      <td>0.029646</td>\n",
       "      <td>0.140255</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EdLevel_associate</th>\n",
       "      <td>0.285089</td>\n",
       "      <td>0.148694</td>\n",
       "      <td>0.045865</td>\n",
       "      <td>0.041626</td>\n",
       "      <td>0.130319</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EdLevel_master</th>\n",
       "      <td>0.315944</td>\n",
       "      <td>0.133310</td>\n",
       "      <td>0.130262</td>\n",
       "      <td>0.045489</td>\n",
       "      <td>0.156251</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EdLevel_partialuni</th>\n",
       "      <td>0.250223</td>\n",
       "      <td>0.097982</td>\n",
       "      <td>0.047313</td>\n",
       "      <td>-0.016036</td>\n",
       "      <td>0.094871</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LanguageHaveWorkedWith_Scala</th>\n",
       "      <td>0.109548</td>\n",
       "      <td>0.094396</td>\n",
       "      <td>0.096072</td>\n",
       "      <td>0.032868</td>\n",
       "      <td>0.083221</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ToolsTechHaveWorkedWith_Google Test</th>\n",
       "      <td>0.111460</td>\n",
       "      <td>0.069847</td>\n",
       "      <td>0.018368</td>\n",
       "      <td>0.030101</td>\n",
       "      <td>0.057444</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EmbeddedHaveWorkedWith_LLVM's Clang</th>\n",
       "      <td>0.114205</td>\n",
       "      <td>0.066005</td>\n",
       "      <td>0.059762</td>\n",
       "      <td>-0.080537</td>\n",
       "      <td>0.039859</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EdLevel_professional</th>\n",
       "      <td>0.141278</td>\n",
       "      <td>0.061895</td>\n",
       "      <td>0.061535</td>\n",
       "      <td>-0.031677</td>\n",
       "      <td>0.058258</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>EdLevel_secondary</th>\n",
       "      <td>0.100089</td>\n",
       "      <td>0.060308</td>\n",
       "      <td>0.011260</td>\n",
       "      <td>0.023674</td>\n",
       "      <td>0.048833</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                    GER_r     UK_r    USA_r  \\\n",
       "PlatformHaveWorkedWith_Amazon Web Services (AWS) 0.201221 0.186091 0.194690   \n",
       "EdLevel_bachelor                                 0.283945 0.158804 0.088624   \n",
       "EdLevel_associate                                0.285089 0.148694 0.045865   \n",
       "EdLevel_master                                   0.315944 0.133310 0.130262   \n",
       "EdLevel_partialuni                               0.250223 0.097982 0.047313   \n",
       "LanguageHaveWorkedWith_Scala                     0.109548 0.094396 0.096072   \n",
       "ToolsTechHaveWorkedWith_Google Test              0.111460 0.069847 0.018368   \n",
       "EmbeddedHaveWorkedWith_LLVM's Clang              0.114205 0.066005 0.059762   \n",
       "EdLevel_professional                             0.141278 0.061895 0.061535   \n",
       "EdLevel_secondary                                0.100089 0.060308 0.011260   \n",
       "\n",
       "                                                      AU_r    AVG_r  \n",
       "PlatformHaveWorkedWith_Amazon Web Services (AWS)  0.081035 0.165759  \n",
       "EdLevel_bachelor                                  0.029646 0.140255  \n",
       "EdLevel_associate                                 0.041626 0.130319  \n",
       "EdLevel_master                                    0.045489 0.156251  \n",
       "EdLevel_partialuni                               -0.016036 0.094871  \n",
       "LanguageHaveWorkedWith_Scala                      0.032868 0.083221  \n",
       "ToolsTechHaveWorkedWith_Google Test               0.030101 0.057444  \n",
       "EmbeddedHaveWorkedWith_LLVM's Clang              -0.080537 0.039859  \n",
       "EdLevel_professional                             -0.031677 0.058258  \n",
       "EdLevel_secondary                                 0.023674 0.048833  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "corr_df_sig_ger = corr_df.loc[~((corr_df['GER_p-val'] < 0.05) & (corr_df['USA_p-val'] < 0.05) & (corr_df['UK_p-val'] < 0.05) & (corr_df['AU_p-val'] < 0.05))]\n",
    "corr_df_sig_ger = corr_df_sig_ger.loc[((corr_df['GER_p-val'] < 0.05))]\n",
    "corr_df_sig_ger = corr_df_sig_ger.loc[((corr_df['GER_r'] > 0.1))]\n",
    "corr_df_sig_ger = corr_df_sig_ger.drop(columns=['GER_n', 'UK_n', 'USA_n', 'AU_n', 'GER_CI95%', 'UK_CI95%', 'USA_CI95%', 'AU_CI95%', 'GER_p-val', 'UK_p-val', 'USA_p-val', 'AU_p-val', 'AVG_p-val'])\n",
    "corr_df_sig_ger = corr_df_sig_ger.sort_values(by='UK_r', ascending=False)\n",
    "display(corr_df_sig_ger)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "48a6b5b9-260b-43cc-96d9-6f649eef048b",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    .dataframe tbody tr th {\n",
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       "\n",
       "    .dataframe thead th {\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>GER_r</th>\n",
       "      <th>UK_r</th>\n",
       "      <th>USA_r</th>\n",
       "      <th>AU_r</th>\n",
       "      <th>AVG_r</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>ToolsTechHaveWorkedWith_Yarn</th>\n",
       "      <td>0.013893</td>\n",
       "      <td>0.064556</td>\n",
       "      <td>0.069670</td>\n",
       "      <td>0.120971</td>\n",
       "      <td>0.067273</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LanguageHaveWorkedWith_Solidity</th>\n",
       "      <td>0.002644</td>\n",
       "      <td>0.051130</td>\n",
       "      <td>0.007171</td>\n",
       "      <td>0.111174</td>\n",
       "      <td>0.043030</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LanguageHaveWorkedWith_Objective-C</th>\n",
       "      <td>-0.042947</td>\n",
       "      <td>-0.020378</td>\n",
       "      <td>0.058743</td>\n",
       "      <td>0.127747</td>\n",
       "      <td>0.030791</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                       GER_r      UK_r    USA_r     AU_r  \\\n",
       "ToolsTechHaveWorkedWith_Yarn        0.013893  0.064556 0.069670 0.120971   \n",
       "LanguageHaveWorkedWith_Solidity     0.002644  0.051130 0.007171 0.111174   \n",
       "LanguageHaveWorkedWith_Objective-C -0.042947 -0.020378 0.058743 0.127747   \n",
       "\n",
       "                                      AVG_r  \n",
       "ToolsTechHaveWorkedWith_Yarn       0.067273  \n",
       "LanguageHaveWorkedWith_Solidity    0.043030  \n",
       "LanguageHaveWorkedWith_Objective-C 0.030791  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "corr_df_sig_au = corr_df.loc[~((corr_df['GER_p-val'] < 0.05) & (corr_df['USA_p-val'] < 0.05) & (corr_df['UK_p-val'] < 0.05) & (corr_df['AU_p-val'] < 0.05))]\n",
    "corr_df_sig_au = corr_df_sig_au.loc[((corr_df['AU_p-val'] < 0.05))]\n",
    "corr_df_sig_au = corr_df_sig_au.loc[((corr_df['AU_r'] > 0.1))]\n",
    "corr_df_sig_au = corr_df_sig_au.drop(columns=['GER_n', 'UK_n', 'USA_n', 'AU_n', 'GER_CI95%', 'UK_CI95%', 'USA_CI95%', 'AU_CI95%', 'GER_p-val', 'UK_p-val', 'USA_p-val', 'AU_p-val', 'AVG_p-val'])\n",
    "corr_df_sig_au = corr_df_sig_au.sort_values(by='UK_r', ascending=False)\n",
    "display(corr_df_sig_au)"
   ]
  }
 ],
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