From b231aa6c5698b4a4a72f30917c464fc092bd2414 Mon Sep 17 00:00:00 2001 From: "Sina K. Heshmati" Date: Sun, 15 Sep 2024 19:54:01 +0200 Subject: [PATCH] Implements tests for attempting to automate some of the Age Bias Detection activities in a business as part of Data & AI Governance efforts --- .ipynb_checkpoints/ESG-checkpoint.ipynb | 33 + ESG.ipynb | 665 ++++++++++++++++++ ...\200\223_Anand_Sanwal_1726332735766_0.edn" | 1 + ...\200\223_Anand_Sanwal_1726332735766_0.pdf" | Bin 0 -> 3567291 bytes journals/2024_09_13.md | 2 +- journals/2024_09_14.md | 71 ++ journals/2024_09_15.md | 26 + pages/AI Governance.md | 5 - pages/AI Governance___Bias Detection.md | 2 + pages/AI Governance___Bias Detector.md | 3 - ...I Governance___Bias___Detection___Tests.md | 4 +- ...nance___Policies___AI Monitoring Policy.md | 6 + pages/AI Governance___Test.md | 2 +- pages/AI Governance___Tools.md | 2 +- ... Governance___Tools___Age Bias Detector.md | 8 + .../AI Governance___Tools___Bias Detector.md | 29 + ...vernance___Tools___Gender Bias Detector.md | 3 +- pages/AI Monitoring.md | 3 - pages/AI Monitoring___Prompt Testing.md | 2 +- pages/AI system.md | 2 +- pages/{Artificial Intelligence.md => AI.md} | 0 pages/AI___Governance.md | 5 + pages/AI___Monitoring.md | 5 + pages/Age Bias Detection.md | 4 + pages/Age Bias Testing.md | 5 + ..._Age Representation in Leadership Roles.md | 33 + ...as Testing___Age Role Stereotyping Test.md | 26 + ...esting___Age-Related Sentiment Analysis.md | 36 + ...pecific Adjectives and Descriptors Test.md | 27 + pages/Age Bias Testing___Age-Swap Test.md | 32 + ...ptions About Technological Capabilities.md | 28 + ...g___Professional Role Assignment by Age.md | 28 + pages/Age Bias Testing___Sensitive Terms.md | 47 ++ pages/Amazon___Web Services.md | 3 + pages/Anthropic___Claude.md | 17 + pages/Bias Detection Test Suite.md | 1 + pages/Bias.md | 1 - pages/Cloud___Providers.md | 3 + pages/Cloud___Providers___AWS___Lambda.md | 38 + .../Cloud___Providers___Azure___Functions.md | 32 + ...roviders___GCP___Google Cloud Functions.md | 31 + pages/Data & AI Governance.md | 61 +- pages/Feature___Gender.md | 2 +- pages/Gender Bias Detection.md | 5 +- ...ender Bias Test Suite for Generative AI.md | 4 +- pages/Gender Bias___Sentiment Disparity.md | 2 +- pages/Gender-specific Pronouns.md | 2 +- pages/Gendered Occupational Roles.md | 2 +- pages/Generative AI.md | 5 +- pages/Generative AI___Model Providers.md | 14 + pages/Google___Cloud.md | 3 + pages/Google___Cloud___Vertex AI.md | 20 + pages/LLaMA.md | 1 + pages/LLaMA___via Hugging Face API.md | 17 + pages/Machine Learning.md | 2 +- pages/Microsoft.md | 1 + pages/Microsoft___Azure.md | 3 + pages/Microsoft___Azure___OpenAI___Service.md | 17 + pages/OpenAI___ChatGPT.md | 15 + ...ence Datasets for Gender Bias Detection.md | 1 - pages/Sentiment Disparity Test.md | 1 + pages/Sina K. Heshmati.md | 2 +- ...nce___Bias___Types.md => Types of Bias.md} | 15 +- pages/Types of Bias___Age.md | 15 + ...ypes of Bias___Appearance and Body Size.md | 13 + pages/Types of Bias___Disability Status.md | 12 + pages/Types of Bias___Gender.md | 15 + pages/Types of Bias___Racial & Ethnic.md | 14 + pages/Types of Bias___Religion.md | 12 + pages/Types of Bias___Sexual Orientation.md | 10 + pages/Types of Bias___Socioeconomic Status.md | 12 + pages/business activity.md | 1 + pages/business capability.md | 2 +- pages/gender bias.md | 6 - ...2\200\223_Anand_Sanwal_1726332735766_0.md" | 2 + pages/language use.md | 4 + pages/organisational unit.md | 3 +- pages/sensitive feature.md | 2 + pages/sensitive terms.md | 4 + pages/serverless functions.md | 7 + 80 files changed, 1520 insertions(+), 80 deletions(-) create mode 100644 .ipynb_checkpoints/ESG-checkpoint.ipynb create mode 100644 ESG.ipynb create mode 100644 "assets/Degrees_of_deception_How_America\342\200\231s_universities_became_debt_factories_\342\200\223_Anand_Sanwal_1726332735766_0.edn" create mode 100644 "assets/Degrees_of_deception_How_America\342\200\231s_universities_became_debt_factories_\342\200\223_Anand_Sanwal_1726332735766_0.pdf" create mode 100644 journals/2024_09_14.md create mode 100644 journals/2024_09_15.md create mode 100644 pages/AI Governance___Bias Detection.md delete mode 100644 pages/AI Governance___Bias Detector.md create mode 100644 pages/AI Governance___Policies___AI Monitoring Policy.md create mode 100644 pages/AI Governance___Tools___Age Bias Detector.md create mode 100644 pages/AI Governance___Tools___Bias Detector.md rename pages/{Artificial Intelligence.md => AI.md} (100%) create mode 100644 pages/AI___Governance.md create mode 100644 pages/AI___Monitoring.md create mode 100644 pages/Age Bias Detection.md create mode 100644 pages/Age Bias Testing.md create mode 100644 pages/Age Bias Testing___Age Representation in Leadership Roles.md create mode 100644 pages/Age Bias Testing___Age Role Stereotyping Test.md create mode 100644 pages/Age Bias Testing___Age-Related Sentiment Analysis.md create mode 100644 pages/Age Bias Testing___Age-Specific Adjectives and Descriptors Test.md create mode 100644 pages/Age Bias Testing___Age-Swap Test.md create mode 100644 pages/Age Bias Testing___Assumptions About Technological Capabilities.md create mode 100644 pages/Age Bias Testing___Professional Role Assignment by Age.md create mode 100644 pages/Age Bias Testing___Sensitive Terms.md create mode 100644 pages/Amazon___Web Services.md create mode 100644 pages/Anthropic___Claude.md create mode 100644 pages/Bias Detection Test Suite.md delete mode 100644 pages/Bias.md create mode 100644 pages/Cloud___Providers.md create mode 100644 pages/Cloud___Providers___AWS___Lambda.md create mode 100644 pages/Cloud___Providers___Azure___Functions.md create mode 100644 pages/Cloud___Providers___GCP___Google Cloud Functions.md create mode 100644 pages/Generative AI___Model Providers.md create mode 100644 pages/Google___Cloud.md create mode 100644 pages/Google___Cloud___Vertex AI.md create mode 100644 pages/LLaMA.md create mode 100644 pages/LLaMA___via Hugging Face API.md create mode 100644 pages/Microsoft.md create mode 100644 pages/Microsoft___Azure.md create mode 100644 pages/Microsoft___Azure___OpenAI___Service.md create mode 100644 pages/OpenAI___ChatGPT.md create mode 100644 pages/Sentiment Disparity Test.md rename pages/{AI___Governance___Bias___Types.md => Types of Bias.md} (57%) create mode 100644 pages/Types of Bias___Age.md create mode 100644 pages/Types of Bias___Appearance and Body Size.md create mode 100644 pages/Types of Bias___Disability Status.md create mode 100644 pages/Types of Bias___Gender.md create mode 100644 pages/Types of Bias___Racial & Ethnic.md create mode 100644 pages/Types of Bias___Religion.md create mode 100644 pages/Types of Bias___Sexual Orientation.md create mode 100644 pages/Types of Bias___Socioeconomic Status.md create mode 100644 pages/business activity.md delete mode 100644 pages/gender bias.md create mode 100644 "pages/hls__Degrees_of_deception_How_America\342\200\231s_universities_became_debt_factories_\342\200\223_Anand_Sanwal_1726332735766_0.md" create mode 100644 pages/language use.md create mode 100644 pages/sensitive feature.md create mode 100644 pages/sensitive terms.md create mode 100644 pages/serverless functions.md diff --git a/.ipynb_checkpoints/ESG-checkpoint.ipynb b/.ipynb_checkpoints/ESG-checkpoint.ipynb new file mode 100644 index 0000000..a0dbac5 --- /dev/null +++ b/.ipynb_checkpoints/ESG-checkpoint.ipynb @@ -0,0 +1,33 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "e53a4222-d464-45a4-89ed-55e01408d122", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ESG.ipynb b/ESG.ipynb new file mode 100644 index 0000000..a09f858 --- /dev/null +++ b/ESG.ipynb @@ -0,0 +1,665 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "e53a4222-d464-45a4-89ed-55e01408d122", + "metadata": {}, + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'datacommons_pandas'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[1], line 6\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m# Step 1: Install Required Libraries\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;66;03m# Make sure you have all the required packages installed. Uncomment the next line if needed.\u001b[39;00m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;66;03m# !pip install datacommons pandas matplotlib\u001b[39;00m\n\u001b[1;32m 4\u001b[0m \n\u001b[1;32m 5\u001b[0m \u001b[38;5;66;03m# Step 2: Import Libraries\u001b[39;00m\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mdatacommons_pandas\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mdcpd\u001b[39;00m\n\u001b[1;32m 7\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mpandas\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mpd\u001b[39;00m\n\u001b[1;32m 8\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mmatplotlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpyplot\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mplt\u001b[39;00m\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'datacommons_pandas'" + ] + } + ], + "source": [ + "import datacommons as dc\n", + "\n", + "# Replace with the actual dataset ID\n", + "dataset_id = \"dc/kg/m/CO2_emissions\"\n", + "\n", + "# Get top 5 countries by CO2 emissions\n", + "top_countries_query = f\"\"\"\n", + "SELECT Country, SUM(CO2_emissions) AS Total_CO2\n", + "FROM {dataset_id}\n", + "GROUP BY Country\n", + "ORDER BY Total_CO2 DESC\n", + "LIMIT 5\n", + "\"\"\"\n", + "top_countries_results = dc.query(top_countries_query)\n", + "\n", + "# Get CO2 emissions by industry for each top country\n", + "for country in top_countries_results:\n", + " country_query = f\"\"\"\n", + " SELECT Industry, SUM(CO2_emissions) AS Industry_CO2\n", + " FROM {dataset_id}\n", + " WHERE Country = '{country[\"Country\"]}'\n", + " GROUP BY Industry\n", + " ORDER BY Industry_CO2 DESC\n", + " \"\"\"\n", + " country_results = dc.query(country_query)\n", + " print(f\"Top CO2 emitting industries in {country['Country']}:\\n\")\n", + " for industry in country_results:\n", + " print(f\" {industry['Industry']}: {industry['Industry_CO2']}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "28592800-1ac5-452c-8895-e3d82e3d4e6f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Collecting pandas\n", + " Downloading pandas-2.2.2-cp311-cp311-macosx_11_0_arm64.whl.metadata (19 kB)\n", + "Collecting datacommons_pandas\n", + " Downloading datacommons_pandas-0.0.3-py3-none-any.whl.metadata (2.3 kB)\n", + "Collecting matplotlib\n", + " Using cached matplotlib-3.9.2-cp311-cp311-macosx_11_0_arm64.whl.metadata (11 kB)\n", + "Collecting numpy>=1.23.2 (from pandas)\n", + " Downloading numpy-2.1.1-cp311-cp311-macosx_14_0_arm64.whl.metadata (60 kB)\n", + "Requirement already satisfied: python-dateutil>=2.8.2 in /opt/homebrew/lib/python3.11/site-packages (from pandas) (2.8.2)\n", + "Collecting pytz>=2020.1 (from pandas)\n", + " Downloading pytz-2024.2-py2.py3-none-any.whl.metadata (22 kB)\n", + "Collecting tzdata>=2022.7 (from pandas)\n", + " Downloading tzdata-2024.1-py2.py3-none-any.whl.metadata (1.4 kB)\n", + "Requirement already satisfied: six in /opt/homebrew/lib/python3.11/site-packages (from datacommons_pandas) (1.16.0)\n", + "Collecting contourpy>=1.0.1 (from matplotlib)\n", + " Using cached contourpy-1.3.0-cp311-cp311-macosx_11_0_arm64.whl.metadata (5.4 kB)\n", + "Collecting cycler>=0.10 (from matplotlib)\n", + " Using cached cycler-0.12.1-py3-none-any.whl.metadata (3.8 kB)\n", + "Requirement already satisfied: fonttools>=4.22.0 in /opt/homebrew/lib/python3.11/site-packages (from matplotlib) (4.42.1)\n", + "Collecting kiwisolver>=1.3.1 (from matplotlib)\n", + " Using cached kiwisolver-1.4.7-cp311-cp311-macosx_11_0_arm64.whl.metadata (6.3 kB)\n", + "Requirement already satisfied: packaging>=20.0 in /opt/homebrew/lib/python3.11/site-packages (from matplotlib) (23.0)\n", + "Requirement already satisfied: pillow>=8 in /opt/homebrew/lib/python3.11/site-packages (from matplotlib) (10.0.1)\n", + "Requirement already satisfied: pyparsing>=2.3.1 in /opt/homebrew/lib/python3.11/site-packages (from matplotlib) (3.1.4)\n", + "Downloading pandas-2.2.2-cp311-cp311-macosx_11_0_arm64.whl (11.3 MB)\n", + "\u001b[2K \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m11.3/11.3 MB\u001b[0m \u001b[31m35.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0mMB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\n", + "\u001b[?25hDownloading datacommons_pandas-0.0.3-py3-none-any.whl (45 kB)\n", + "Using cached matplotlib-3.9.2-cp311-cp311-macosx_11_0_arm64.whl (7.8 MB)\n", + "Using cached contourpy-1.3.0-cp311-cp311-macosx_11_0_arm64.whl (250 kB)\n", + "Using cached cycler-0.12.1-py3-none-any.whl (8.3 kB)\n", + "Using cached kiwisolver-1.4.7-cp311-cp311-macosx_11_0_arm64.whl (64 kB)\n", + "Downloading numpy-2.1.1-cp311-cp311-macosx_14_0_arm64.whl (5.4 MB)\n", + "\u001b[2K \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m5.4/5.4 MB\u001b[0m \u001b[31m62.5 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(3.0.1)\n", + "Requirement already satisfied: idna<4,>=2.5 in /opt/homebrew/lib/python3.11/site-packages (from requests) (3.4)\n", + "Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/homebrew/lib/python3.11/site-packages (from requests) (1.26.14)\n", + "Requirement already satisfied: certifi>=2017.4.17 in /opt/homebrew/lib/python3.11/site-packages (from requests) (2022.12.7)\n" + ] + } + ], + "source": [ + "!pip install requests" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "4b131c1b-c648-43c1-a7d7-4d7efbd15da2", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "No data for any of specified Places and StatisticalVariables.", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[5], line 23\u001b[0m\n\u001b[1;32m 16\u001b[0m variables \u001b[38;5;241m=\u001b[39m [\n\u001b[1;32m 17\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mEmissions_CarbonDioxide_Energy\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;66;03m# CO2 emissions from the energy sector\u001b[39;00m\n\u001b[1;32m 18\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mEmissions_CarbonDioxide_Transportation\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;66;03m# CO2 emissions from the transportation sector\u001b[39;00m\n\u001b[1;32m 19\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mEmissions_CarbonDioxide_Industry\u001b[39m\u001b[38;5;124m'\u001b[39m \u001b[38;5;66;03m# CO2 emissions from the industry sector\u001b[39;00m\n\u001b[1;32m 20\u001b[0m ]\n\u001b[1;32m 22\u001b[0m \u001b[38;5;66;03m# Step 4: Fetch data from Data Commons using the API\u001b[39;00m\n\u001b[0;32m---> 23\u001b[0m df \u001b[38;5;241m=\u001b[39m \u001b[43mdcpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbuild_multivariate_dataframe\u001b[49m\u001b[43m(\u001b[49m\u001b[43m[\u001b[49m\u001b[43mgeo_id\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvariables\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 25\u001b[0m \u001b[38;5;66;03m# Step 5: Rename Columns for Clarity\u001b[39;00m\n\u001b[1;32m 26\u001b[0m df\u001b[38;5;241m.\u001b[39mcolumns \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mEnergy_CO2_Emissions\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mTransportation_CO2_Emissions\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIndustry_CO2_Emissions\u001b[39m\u001b[38;5;124m'\u001b[39m]\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/datacommons_pandas/df_builder.py:314\u001b[0m, in \u001b[0;36mbuild_multivariate_dataframe\u001b[0;34m(places, stat_vars)\u001b[0m\n\u001b[1;32m 310\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m:\n\u001b[1;32m 311\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 312\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mParameter `places` and `stat_vars` must be string object or list-like object.\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 313\u001b[0m )\n\u001b[0;32m--> 314\u001b[0m df \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mDataFrame\u001b[38;5;241m.\u001b[39mfrom_records(\u001b[43m_multivariate_pd_input\u001b[49m\u001b[43m(\u001b[49m\u001b[43mplaces\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstat_vars\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[1;32m 315\u001b[0m df\u001b[38;5;241m.\u001b[39mset_index(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mplace\u001b[39m\u001b[38;5;124m'\u001b[39m, inplace\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m 316\u001b[0m df\u001b[38;5;241m.\u001b[39msort_index(inplace\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/datacommons_pandas/df_builder.py:238\u001b[0m, in \u001b[0;36m_multivariate_pd_input\u001b[0;34m(places, stat_vars)\u001b[0m\n\u001b[1;32m 215\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_multivariate_pd_input\u001b[39m(places, stat_vars):\n\u001b[1;32m 216\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Returns a `list` of `dict` per element of `places` based on the `stat_var`.\u001b[39;00m\n\u001b[1;32m 217\u001b[0m \n\u001b[1;32m 218\u001b[0m \u001b[38;5;124;03m Data Commons will pick a set of StatVarObservation options that covers the\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 235\u001b[0m \u001b[38;5;124;03m ]\u001b[39;00m\n\u001b[1;32m 236\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 238\u001b[0m rows_dict \u001b[38;5;241m=\u001b[39m \u001b[43m_group_stat_all_by_obs_options\u001b[49m\u001b[43m(\u001b[49m\u001b[43mplaces\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 239\u001b[0m \u001b[43m \u001b[49m\u001b[43mstat_vars\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 240\u001b[0m \u001b[43m \u001b[49m\u001b[43mkeep_series\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[1;32m 241\u001b[0m place2cov \u001b[38;5;241m=\u001b[39m collections\u001b[38;5;241m.\u001b[39mdefaultdict(\u001b[38;5;28mdict\u001b[39m) \u001b[38;5;66;03m# {geo: {var1: 3, var2: 33}}\u001b[39;00m\n\u001b[1;32m 243\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m stat_var, candidates_dict \u001b[38;5;129;01min\u001b[39;00m rows_dict\u001b[38;5;241m.\u001b[39mitems():\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/datacommons_pandas/df_builder.py:115\u001b[0m, in \u001b[0;36m_group_stat_all_by_obs_options\u001b[0;34m(places, stat_vars, keep_series)\u001b[0m\n\u001b[1;32m 109\u001b[0m res[stat_var][obs_options]\u001b[38;5;241m.\u001b[39mappend({\n\u001b[1;32m 110\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mplace\u001b[39m\u001b[38;5;124m'\u001b[39m: place,\n\u001b[1;32m 111\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdate\u001b[39m\u001b[38;5;124m'\u001b[39m: date,\n\u001b[1;32m 112\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mval\u001b[39m\u001b[38;5;124m'\u001b[39m: series[date]\n\u001b[1;32m 113\u001b[0m })\n\u001b[1;32m 114\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m res:\n\u001b[0;32m--> 115\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 116\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mNo data for any of specified Places and StatisticalVariables.\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 117\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m keep_series:\n\u001b[1;32m 118\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mdict\u001b[39m(res)\n", + "\u001b[0;31mValueError\u001b[0m: No data for any of specified Places and StatisticalVariables." + ] + } + ], + "source": [ + "# Step 1: Install Required Libraries\n", + "# If you haven't installed the necessary packages yet, uncomment and run the following lines:\n", + "# !pip install datacommons_pandas pandas matplotlib\n", + "\n", + "# Step 2: Import Libraries\n", + "import datacommons_pandas as dcpd\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Step 3: Define the Region and Variables for Emissions Data\n", + "# In this case, we will focus on the USA and the sectors we are interested in: Energy, Transportation, and Industry.\n", + "\n", + "geo_id = 'country/USA' # GeoID for the USA\n", + "\n", + "# Variables related to CO2 emissions by sector\n", + "variables = [\n", + " 'Emissions_CarbonDioxide_Energy', # CO2 emissions from the energy sector\n", + " 'Emissions_CarbonDioxide_Transportation',# CO2 emissions from the transportation sector\n", + " 'Emissions_CarbonDioxide_Industry' # CO2 emissions from the industry sector\n", + "]\n", + "\n", + "# Step 4: Fetch data from Data Commons using the API\n", + "df = dcpd.build_multivariate_dataframe([geo_id], variables)\n", + "\n", + "# Step 5: Rename Columns for Clarity\n", + "df.columns = ['Energy_CO2_Emissions', 'Transportation_CO2_Emissions', 'Industry_CO2_Emissions']\n", + "\n", + "# Step 6: Convert Data Types and Handle Missing Values\n", + "df = df.apply(pd.to_numeric, errors='coerce').dropna()\n", + "\n", + "# Step 7: Display the Data\n", + "print(\"CO2 Emissions Data by Sector in the USA:\")\n", + "print(df.head()) # Display the first few rows of the data\n", + "\n", + "# Step 8: Plot Total CO2 Emissions by Sector Over Time\n", + "plt.figure(figsize=(10, 6))\n", + "plt.plot(df.index, df['Energy_CO2_Emissions'], label='Energy Sector')\n", + "plt.plot(df.index, df['Transportation_CO2_Emissions'], label='Transportation Sector')\n", + "plt.plot(df.index, df['Industry_CO2_Emissions'], label='Industry Sector')\n", + "\n", + "# Step 9: Customize the Plot\n", + "plt.title('Total CO2 Emissions by Sector in the USA (Annual)')\n", + "plt.xlabel('Year')\n", + "plt.ylabel('CO2 Emissions (Million Metric Tons)')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "plt.show()\n", + "\n", + "# Step 10: Analyze the Trends (Optional)\n", + "# You can calculate and print the percentage share of emissions by each sector\n", + "total_emissions = df.sum(axis=1)\n", + "sector_share = df.div(total_emissions, axis=0) * 100\n", + "\n", + "print(\"Percentage Share of Emissions by Sector:\")\n", + "print(sector_share.head()) # Show the first few rows of the sector share data" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "4a9ff5b8-4da8-4c61-8268-70231c0c3737", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "module 'datacommons_pandas' has no attribute 'get_statistical_variables'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[6], line 14\u001b[0m\n\u001b[1;32m 11\u001b[0m geo_id \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcountry/USA\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 13\u001b[0m \u001b[38;5;66;03m# Get a list of available statistical variables for the region\u001b[39;00m\n\u001b[0;32m---> 14\u001b[0m available_variables \u001b[38;5;241m=\u001b[39m \u001b[43mdcpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_statistical_variables\u001b[49m([geo_id])\n\u001b[1;32m 16\u001b[0m \u001b[38;5;66;03m# Display the first 20 variables to get an idea\u001b[39;00m\n\u001b[1;32m 17\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mAvailable Variables for the USA:\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "\u001b[0;31mAttributeError\u001b[0m: module 'datacommons_pandas' has no attribute 'get_statistical_variables'" + ] + } + ], + "source": [ + "# Step 1: Install Required Libraries (if not already installed)\n", + "# !pip install datacommons_pandas pandas matplotlib\n", + "\n", + "# Step 2: Import Libraries\n", + "import datacommons_pandas as dcpd\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Step 3: Get All Available Statistical Variables for the USA\n", + "# Before querying, let's check what variables are available for emissions data.\n", + "geo_id = 'country/USA'\n", + "\n", + "# Get a list of available statistical variables for the region\n", + "available_variables = dcpd.get_statistical_variables([geo_id])\n", + "\n", + "# Display the first 20 variables to get an idea\n", + "print(\"Available Variables for the USA:\")\n", + "for var in available_variables[:20]:\n", + " print(var)\n", + "\n", + "# Step 4: Pick the correct emissions variables from the list above\n", + "# Based on the available variables, we'll adjust the query to fetch the relevant data.\n", + "# For example, if we see an emissions-related variable, we can proceed with that.\n", + "\n", + "# Uncomment this once the right variables are identified from the printed list\n", + "# variables = [\n", + "# 'correct_stat_var_1', # e.g., Correct CO2 emissions from energy\n", + "# 'correct_stat_var_2', # e.g., Correct CO2 emissions from transportation\n", + "# 'correct_stat_var_3' # e.g., Correct CO2 emissions from industry\n", + "# ]\n", + "\n", + "# df = dcpd.build_multivariate_dataframe([geo_id], variables)\n", + "\n", + "# Step 5: Continue with your data processing and visualization steps after fetching the correct data" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "8bcce166-d41f-41e3-aa51-cd2cf2499a9d", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "No data for any of specified Places and StatisticalVariables.", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[7], line 21\u001b[0m\n\u001b[1;32m 14\u001b[0m variables \u001b[38;5;241m=\u001b[39m [\n\u001b[1;32m 15\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mAmount_Emissions_GreenhouseGas_CarbonDioxide_Equivalent_PerCapita\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;66;03m# Example variable, replace with correct ones\u001b[39;00m\n\u001b[1;32m 16\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mAmount_Emissions_GreenhouseGas_CarbonDioxide_Equivalent_Energy\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m 17\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mAmount_Emissions_GreenhouseGas_CarbonDioxide_Equivalent_Transportation\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 18\u001b[0m ]\n\u001b[1;32m 20\u001b[0m \u001b[38;5;66;03m# Step 4: Fetch data from Data Commons using the API\u001b[39;00m\n\u001b[0;32m---> 21\u001b[0m df \u001b[38;5;241m=\u001b[39m \u001b[43mdcpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbuild_multivariate_dataframe\u001b[49m\u001b[43m(\u001b[49m\u001b[43m[\u001b[49m\u001b[43mgeo_id\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvariables\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 23\u001b[0m \u001b[38;5;66;03m# Step 5: Rename Columns for Clarity\u001b[39;00m\n\u001b[1;32m 24\u001b[0m df\u001b[38;5;241m.\u001b[39mcolumns \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mPerCapita_CO2_Emissions\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mEnergy_CO2_Emissions\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mTransportation_CO2_Emissions\u001b[39m\u001b[38;5;124m'\u001b[39m]\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/datacommons_pandas/df_builder.py:314\u001b[0m, in \u001b[0;36mbuild_multivariate_dataframe\u001b[0;34m(places, stat_vars)\u001b[0m\n\u001b[1;32m 310\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m:\n\u001b[1;32m 311\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 312\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mParameter `places` and `stat_vars` must be string object or list-like object.\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 313\u001b[0m )\n\u001b[0;32m--> 314\u001b[0m df \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mDataFrame\u001b[38;5;241m.\u001b[39mfrom_records(\u001b[43m_multivariate_pd_input\u001b[49m\u001b[43m(\u001b[49m\u001b[43mplaces\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstat_vars\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[1;32m 315\u001b[0m df\u001b[38;5;241m.\u001b[39mset_index(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mplace\u001b[39m\u001b[38;5;124m'\u001b[39m, inplace\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m 316\u001b[0m df\u001b[38;5;241m.\u001b[39msort_index(inplace\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/datacommons_pandas/df_builder.py:238\u001b[0m, in \u001b[0;36m_multivariate_pd_input\u001b[0;34m(places, stat_vars)\u001b[0m\n\u001b[1;32m 215\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_multivariate_pd_input\u001b[39m(places, stat_vars):\n\u001b[1;32m 216\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Returns a `list` of `dict` per element of `places` based on the `stat_var`.\u001b[39;00m\n\u001b[1;32m 217\u001b[0m \n\u001b[1;32m 218\u001b[0m \u001b[38;5;124;03m Data Commons will pick a set of StatVarObservation options that covers the\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 235\u001b[0m \u001b[38;5;124;03m ]\u001b[39;00m\n\u001b[1;32m 236\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 238\u001b[0m rows_dict \u001b[38;5;241m=\u001b[39m \u001b[43m_group_stat_all_by_obs_options\u001b[49m\u001b[43m(\u001b[49m\u001b[43mplaces\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 239\u001b[0m \u001b[43m \u001b[49m\u001b[43mstat_vars\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 240\u001b[0m \u001b[43m \u001b[49m\u001b[43mkeep_series\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[1;32m 241\u001b[0m place2cov \u001b[38;5;241m=\u001b[39m collections\u001b[38;5;241m.\u001b[39mdefaultdict(\u001b[38;5;28mdict\u001b[39m) \u001b[38;5;66;03m# {geo: {var1: 3, var2: 33}}\u001b[39;00m\n\u001b[1;32m 243\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m stat_var, candidates_dict \u001b[38;5;129;01min\u001b[39;00m rows_dict\u001b[38;5;241m.\u001b[39mitems():\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/datacommons_pandas/df_builder.py:115\u001b[0m, in \u001b[0;36m_group_stat_all_by_obs_options\u001b[0;34m(places, stat_vars, keep_series)\u001b[0m\n\u001b[1;32m 109\u001b[0m res[stat_var][obs_options]\u001b[38;5;241m.\u001b[39mappend({\n\u001b[1;32m 110\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mplace\u001b[39m\u001b[38;5;124m'\u001b[39m: place,\n\u001b[1;32m 111\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdate\u001b[39m\u001b[38;5;124m'\u001b[39m: date,\n\u001b[1;32m 112\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mval\u001b[39m\u001b[38;5;124m'\u001b[39m: series[date]\n\u001b[1;32m 113\u001b[0m })\n\u001b[1;32m 114\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m res:\n\u001b[0;32m--> 115\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 116\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mNo data for any of specified Places and StatisticalVariables.\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 117\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m keep_series:\n\u001b[1;32m 118\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mdict\u001b[39m(res)\n", + "\u001b[0;31mValueError\u001b[0m: No data for any of specified Places and StatisticalVariables." + ] + } + ], + "source": [ + "# Step 1: Install Required Libraries (if not already installed)\n", + "# !pip install datacommons_pandas pandas matplotlib\n", + "\n", + "# Step 2: Import Libraries\n", + "import datacommons_pandas as dcpd\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Step 3: Define the Region and Known Variables for Emissions Data\n", + "# Use known or manually verified statistical variables related to CO2 emissions by sector\n", + "geo_id = 'country/USA'\n", + "\n", + "# Known variables (you can replace these with correct ones from Data Commons Explorer)\n", + "variables = [\n", + " 'Amount_Emissions_GreenhouseGas_CarbonDioxide_Equivalent_PerCapita', # Example variable, replace with correct ones\n", + " 'Amount_Emissions_GreenhouseGas_CarbonDioxide_Equivalent_Energy',\n", + " 'Amount_Emissions_GreenhouseGas_CarbonDioxide_Equivalent_Transportation'\n", + "]\n", + "\n", + "# Step 4: Fetch data from Data Commons using the API\n", + "df = dcpd.build_multivariate_dataframe([geo_id], variables)\n", + "\n", + "# Step 5: Rename Columns for Clarity\n", + "df.columns = ['PerCapita_CO2_Emissions', 'Energy_CO2_Emissions', 'Transportation_CO2_Emissions']\n", + "\n", + "# Step 6: Convert Data Types and Handle Missing Values\n", + "df = df.apply(pd.to_numeric, errors='coerce').dropna()\n", + "\n", + "# Step 7: Display the Data\n", + "print(\"CO2 Emissions Data by Sector in the USA:\")\n", + "print(df.head()) # Display the first few rows of the data\n", + "\n", + "# Step 8: Plot Total CO2 Emissions by Sector Over Time\n", + "plt.figure(figsize=(10, 6))\n", + "plt.plot(df.index, df['Energy_CO2_Emissions'], label='Energy Sector')\n", + "plt.plot(df.index, df['Transportation_CO2_Emissions'], label='Transportation Sector')\n", + "\n", + "# Step 9: Customize the Plot\n", + "plt.title('Total CO2 Emissions by Sector in the USA (Annual)')\n", + "plt.xlabel('Year')\n", + "plt.ylabel('CO2 Emissions (Million Metric Tons)')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "5e2b1e6a-ebec-4cb1-a58e-051974903d75", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "Response error 400:\nb'{\"code\":3,\"message\":\"Invalid sparql query string\\\\n\\\\nSELECT Country, SUM(CO2_emissions) AS Total_CO2\\\\nFROM dc/kg/m/CO2_emissions\\\\nGROUP BY Country\\\\nORDER BY Total_CO2 DESC\\\\nLIMIT 5\\\\n\"}'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mHTTPError\u001b[0m Traceback (most recent call last)", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/datacommons/query.py:102\u001b[0m, in \u001b[0;36mquery\u001b[0;34m(query_string, select)\u001b[0m\n\u001b[1;32m 101\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 102\u001b[0m res \u001b[38;5;241m=\u001b[39m \u001b[43msix\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmoves\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43murllib\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43murlopen\u001b[49m\u001b[43m(\u001b[49m\u001b[43mreq\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 103\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m six\u001b[38;5;241m.\u001b[39mmoves\u001b[38;5;241m.\u001b[39murllib\u001b[38;5;241m.\u001b[39merror\u001b[38;5;241m.\u001b[39mHTTPError \u001b[38;5;28;01mas\u001b[39;00m e:\n", + "File \u001b[0;32m/opt/homebrew/Cellar/python@3.11/3.11.5/Frameworks/Python.framework/Versions/3.11/lib/python3.11/urllib/request.py:216\u001b[0m, in \u001b[0;36murlopen\u001b[0;34m(url, data, timeout, cafile, capath, cadefault, context)\u001b[0m\n\u001b[1;32m 215\u001b[0m opener \u001b[38;5;241m=\u001b[39m _opener\n\u001b[0;32m--> 216\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mopener\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mopen\u001b[49m\u001b[43m(\u001b[49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m/opt/homebrew/Cellar/python@3.11/3.11.5/Frameworks/Python.framework/Versions/3.11/lib/python3.11/urllib/request.py:525\u001b[0m, in \u001b[0;36mOpenerDirector.open\u001b[0;34m(self, fullurl, data, timeout)\u001b[0m\n\u001b[1;32m 524\u001b[0m meth \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mgetattr\u001b[39m(processor, meth_name)\n\u001b[0;32m--> 525\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[43mmeth\u001b[49m\u001b[43m(\u001b[49m\u001b[43mreq\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mresponse\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 527\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m response\n", + "File \u001b[0;32m/opt/homebrew/Cellar/python@3.11/3.11.5/Frameworks/Python.framework/Versions/3.11/lib/python3.11/urllib/request.py:634\u001b[0m, in \u001b[0;36mHTTPErrorProcessor.http_response\u001b[0;34m(self, request, response)\u001b[0m\n\u001b[1;32m 633\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m (\u001b[38;5;241m200\u001b[39m \u001b[38;5;241m<\u001b[39m\u001b[38;5;241m=\u001b[39m code \u001b[38;5;241m<\u001b[39m \u001b[38;5;241m300\u001b[39m):\n\u001b[0;32m--> 634\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mparent\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43merror\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 635\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mhttp\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mresponse\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcode\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmsg\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mhdrs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 637\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m response\n", + "File \u001b[0;32m/opt/homebrew/Cellar/python@3.11/3.11.5/Frameworks/Python.framework/Versions/3.11/lib/python3.11/urllib/request.py:563\u001b[0m, in \u001b[0;36mOpenerDirector.error\u001b[0;34m(self, proto, *args)\u001b[0m\n\u001b[1;32m 562\u001b[0m args \u001b[38;5;241m=\u001b[39m (\u001b[38;5;28mdict\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdefault\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mhttp_error_default\u001b[39m\u001b[38;5;124m'\u001b[39m) \u001b[38;5;241m+\u001b[39m orig_args\n\u001b[0;32m--> 563\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_call_chain\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m/opt/homebrew/Cellar/python@3.11/3.11.5/Frameworks/Python.framework/Versions/3.11/lib/python3.11/urllib/request.py:496\u001b[0m, in \u001b[0;36mOpenerDirector._call_chain\u001b[0;34m(self, chain, kind, meth_name, *args)\u001b[0m\n\u001b[1;32m 495\u001b[0m func \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mgetattr\u001b[39m(handler, meth_name)\n\u001b[0;32m--> 496\u001b[0m result \u001b[38;5;241m=\u001b[39m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 497\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m result \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", + "File \u001b[0;32m/opt/homebrew/Cellar/python@3.11/3.11.5/Frameworks/Python.framework/Versions/3.11/lib/python3.11/urllib/request.py:643\u001b[0m, in \u001b[0;36mHTTPDefaultErrorHandler.http_error_default\u001b[0;34m(self, req, fp, code, msg, hdrs)\u001b[0m\n\u001b[1;32m 642\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mhttp_error_default\u001b[39m(\u001b[38;5;28mself\u001b[39m, req, fp, code, msg, hdrs):\n\u001b[0;32m--> 643\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m HTTPError(req\u001b[38;5;241m.\u001b[39mfull_url, code, msg, hdrs, fp)\n", + "\u001b[0;31mHTTPError\u001b[0m: HTTP Error 400: Bad Request", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[8], line 14\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[38;5;66;03m# Get top 5 countries by CO2 emissions\u001b[39;00m\n\u001b[1;32m 7\u001b[0m top_countries_query \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\"\"\u001b[39m\n\u001b[1;32m 8\u001b[0m \u001b[38;5;124mSELECT Country, SUM(CO2_emissions) AS Total_CO2\u001b[39m\n\u001b[1;32m 9\u001b[0m \u001b[38;5;124mFROM \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mdataset_id\u001b[38;5;132;01m}\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 12\u001b[0m \u001b[38;5;124mLIMIT 5\u001b[39m\n\u001b[1;32m 13\u001b[0m \u001b[38;5;124m\"\"\"\u001b[39m\n\u001b[0;32m---> 14\u001b[0m top_countries_results \u001b[38;5;241m=\u001b[39m \u001b[43mdc\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mquery\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtop_countries_query\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 16\u001b[0m \u001b[38;5;66;03m# Get CO2 emissions by industry for each top country\u001b[39;00m\n\u001b[1;32m 17\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m country \u001b[38;5;129;01min\u001b[39;00m top_countries_results:\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/datacommons/query.py:104\u001b[0m, in \u001b[0;36mquery\u001b[0;34m(query_string, select)\u001b[0m\n\u001b[1;32m 102\u001b[0m res \u001b[38;5;241m=\u001b[39m six\u001b[38;5;241m.\u001b[39mmoves\u001b[38;5;241m.\u001b[39murllib\u001b[38;5;241m.\u001b[39mrequest\u001b[38;5;241m.\u001b[39murlopen(req)\n\u001b[1;32m 103\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m six\u001b[38;5;241m.\u001b[39mmoves\u001b[38;5;241m.\u001b[39murllib\u001b[38;5;241m.\u001b[39merror\u001b[38;5;241m.\u001b[39mHTTPError \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[0;32m--> 104\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mResponse error \u001b[39m\u001b[38;5;132;01m{}\u001b[39;00m\u001b[38;5;124m:\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;132;01m{}\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;241m.\u001b[39mformat(e\u001b[38;5;241m.\u001b[39mcode, e\u001b[38;5;241m.\u001b[39mread()))\n\u001b[1;32m 106\u001b[0m \u001b[38;5;66;03m# Verify then store the results.\u001b[39;00m\n\u001b[1;32m 107\u001b[0m res_json \u001b[38;5;241m=\u001b[39m json\u001b[38;5;241m.\u001b[39mloads(res\u001b[38;5;241m.\u001b[39mread())\n", + "\u001b[0;31mValueError\u001b[0m: Response error 400:\nb'{\"code\":3,\"message\":\"Invalid sparql query string\\\\n\\\\nSELECT Country, SUM(CO2_emissions) AS Total_CO2\\\\nFROM dc/kg/m/CO2_emissions\\\\nGROUP BY Country\\\\nORDER BY Total_CO2 DESC\\\\nLIMIT 5\\\\n\"}'" + ] + } + ], + "source": [ + "import datacommons as dc\n", + "\n", + "# Replace with the actual dataset ID\n", + "dataset_id = \"dc/kg/m/CO2_emissions\"\n", + "\n", + "# Get top 5 countries by CO2 emissions\n", + "top_countries_query = f\"\"\"\n", + "SELECT Country, SUM(CO2_emissions) AS Total_CO2\n", + "FROM {dataset_id}\n", + "GROUP BY Country\n", + "ORDER BY Total_CO2 DESC\n", + "LIMIT 5\n", + "\"\"\"\n", + "top_countries_results = dc.query(top_countries_query)\n", + "\n", + "# Get CO2 emissions by industry for each top country\n", + "for country in top_countries_results:\n", + " country_query = f\"\"\"\n", + " SELECT Industry, SUM(CO2_emissions) AS Industry_CO2\n", + " FROM {dataset_id}\n", + " WHERE Country = '{country[\"Country\"]}'\n", + " GROUP BY Industry\n", + " ORDER BY Industry_CO2 DESC\n", + " \"\"\"\n", + " country_results = dc.query(country_query)\n", + " print(f\"Top CO2 emitting industries in {country['Country']}:\\n\")\n", + " for industry in country_results:\n", + " print(f\" {industry['Industry']}: {industry['Industry_CO2']}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "b8dd7118-5203-4ccd-a5de-2b5c8932a5f8", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "No data for any of specified Places and StatisticalVariables.", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[9], line 21\u001b[0m\n\u001b[1;32m 14\u001b[0m variables \u001b[38;5;241m=\u001b[39m [\n\u001b[1;32m 15\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mAmount_Emissions_GreenhouseGas_CarbonDioxide_Equivalent_PerCapita\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;66;03m# Example variable, replace with correct ones\u001b[39;00m\n\u001b[1;32m 16\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mAmount_Emissions_GreenhouseGas_CarbonDioxide_Equivalent_Energy\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m 17\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mAmount_Emissions_GreenhouseGas_CarbonDioxide_Equivalent_Transportation\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 18\u001b[0m ]\n\u001b[1;32m 20\u001b[0m \u001b[38;5;66;03m# Step 4: Fetch data from Data Commons using the API\u001b[39;00m\n\u001b[0;32m---> 21\u001b[0m df \u001b[38;5;241m=\u001b[39m \u001b[43mdcpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbuild_multivariate_dataframe\u001b[49m\u001b[43m(\u001b[49m\u001b[43m[\u001b[49m\u001b[43mgeo_id\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvariables\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 23\u001b[0m \u001b[38;5;66;03m# Step 5: Rename Columns for Clarity\u001b[39;00m\n\u001b[1;32m 24\u001b[0m df\u001b[38;5;241m.\u001b[39mcolumns \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mPerCapita_CO2_Emissions\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mEnergy_CO2_Emissions\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mTransportation_CO2_Emissions\u001b[39m\u001b[38;5;124m'\u001b[39m]\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/datacommons_pandas/df_builder.py:314\u001b[0m, in \u001b[0;36mbuild_multivariate_dataframe\u001b[0;34m(places, stat_vars)\u001b[0m\n\u001b[1;32m 310\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m:\n\u001b[1;32m 311\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 312\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mParameter `places` and `stat_vars` must be string object or list-like object.\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 313\u001b[0m )\n\u001b[0;32m--> 314\u001b[0m df \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mDataFrame\u001b[38;5;241m.\u001b[39mfrom_records(\u001b[43m_multivariate_pd_input\u001b[49m\u001b[43m(\u001b[49m\u001b[43mplaces\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstat_vars\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[1;32m 315\u001b[0m df\u001b[38;5;241m.\u001b[39mset_index(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mplace\u001b[39m\u001b[38;5;124m'\u001b[39m, inplace\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m 316\u001b[0m df\u001b[38;5;241m.\u001b[39msort_index(inplace\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/datacommons_pandas/df_builder.py:238\u001b[0m, in \u001b[0;36m_multivariate_pd_input\u001b[0;34m(places, stat_vars)\u001b[0m\n\u001b[1;32m 215\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_multivariate_pd_input\u001b[39m(places, stat_vars):\n\u001b[1;32m 216\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Returns a `list` of `dict` per element of `places` based on the `stat_var`.\u001b[39;00m\n\u001b[1;32m 217\u001b[0m \n\u001b[1;32m 218\u001b[0m \u001b[38;5;124;03m Data Commons will pick a set of StatVarObservation options that covers the\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 235\u001b[0m \u001b[38;5;124;03m ]\u001b[39;00m\n\u001b[1;32m 236\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 238\u001b[0m rows_dict \u001b[38;5;241m=\u001b[39m \u001b[43m_group_stat_all_by_obs_options\u001b[49m\u001b[43m(\u001b[49m\u001b[43mplaces\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 239\u001b[0m \u001b[43m \u001b[49m\u001b[43mstat_vars\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 240\u001b[0m \u001b[43m \u001b[49m\u001b[43mkeep_series\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[1;32m 241\u001b[0m place2cov \u001b[38;5;241m=\u001b[39m collections\u001b[38;5;241m.\u001b[39mdefaultdict(\u001b[38;5;28mdict\u001b[39m) \u001b[38;5;66;03m# {geo: {var1: 3, var2: 33}}\u001b[39;00m\n\u001b[1;32m 243\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m stat_var, candidates_dict \u001b[38;5;129;01min\u001b[39;00m rows_dict\u001b[38;5;241m.\u001b[39mitems():\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/datacommons_pandas/df_builder.py:115\u001b[0m, in \u001b[0;36m_group_stat_all_by_obs_options\u001b[0;34m(places, stat_vars, keep_series)\u001b[0m\n\u001b[1;32m 109\u001b[0m res[stat_var][obs_options]\u001b[38;5;241m.\u001b[39mappend({\n\u001b[1;32m 110\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mplace\u001b[39m\u001b[38;5;124m'\u001b[39m: place,\n\u001b[1;32m 111\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdate\u001b[39m\u001b[38;5;124m'\u001b[39m: date,\n\u001b[1;32m 112\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mval\u001b[39m\u001b[38;5;124m'\u001b[39m: series[date]\n\u001b[1;32m 113\u001b[0m })\n\u001b[1;32m 114\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m res:\n\u001b[0;32m--> 115\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 116\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mNo data for any of specified Places and StatisticalVariables.\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 117\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m keep_series:\n\u001b[1;32m 118\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mdict\u001b[39m(res)\n", + "\u001b[0;31mValueError\u001b[0m: No data for any of specified Places and StatisticalVariables." + ] + } + ], + "source": [ + "# Step 1: Install Required Libraries (if not already installed)\n", + "# !pip install datacommons_pandas pandas matplotlib\n", + "\n", + "# Step 2: Import Libraries\n", + "import datacommons_pandas as dcpd\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Step 3: Define the Region and Known Variables for Emissions Data\n", + "# Use known or manually verified statistical variables related to CO2 emissions by sector\n", + "geo_id = 'country/USA'\n", + "\n", + "# Known variables (you can replace these with correct ones from Data Commons Explorer)\n", + "variables = [\n", + " 'Amount_Emissions_GreenhouseGas_CarbonDioxide_Equivalent_PerCapita', # Example variable, replace with correct ones\n", + " 'Amount_Emissions_GreenhouseGas_CarbonDioxide_Equivalent_Energy',\n", + " 'Amount_Emissions_GreenhouseGas_CarbonDioxide_Equivalent_Transportation'\n", + "]\n", + "\n", + "# Step 4: Fetch data from Data Commons using the API\n", + "df = dcpd.build_multivariate_dataframe([geo_id], variables)\n", + "\n", + "# Step 5: Rename Columns for Clarity\n", + "df.columns = ['PerCapita_CO2_Emissions', 'Energy_CO2_Emissions', 'Transportation_CO2_Emissions']\n", + "\n", + "# Step 6: Convert Data Types and Handle Missing Values\n", + "df = df.apply(pd.to_numeric, errors='coerce').dropna()\n", + "\n", + "# Step 7: Display the Data\n", + "print(\"CO2 Emissions Data by Sector in the USA:\")\n", + "print(df.head()) # Display the first few rows of the data\n", + "\n", + "# Step 8: Plot Total CO2 Emissions by Sector Over Time\n", + "plt.figure(figsize=(10, 6))\n", + "plt.plot(df.index, df['Energy_CO2_Emissions'], label='Energy Sector')\n", + "plt.plot(df.index, df['Transportation_CO2_Emissions'], label='Transportation Sector')\n", + "\n", + "# Step 9: Customize the Plot\n", + "plt.title('Total CO2 Emissions by Sector in the USA (Annual)')\n", + "plt.xlabel('Year')\n", + "plt.ylabel('CO2 Emissions (Million Metric Tons)')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "e4432b53-8ad8-4ba1-95ad-9c7fafaba442", + "metadata": {}, + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'wbdata'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[10], line 5\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m# Step 1: Install required libraries (if not already installed)\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;66;03m# !pip install wbdata pandas matplotlib\u001b[39;00m\n\u001b[1;32m 3\u001b[0m \n\u001b[1;32m 4\u001b[0m \u001b[38;5;66;03m# Step 2: Import necessary libraries\u001b[39;00m\n\u001b[0;32m----> 5\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mwbdata\u001b[39;00m \u001b[38;5;66;03m# Library to access World Bank data\u001b[39;00m\n\u001b[1;32m 6\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mpandas\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mpd\u001b[39;00m\n\u001b[1;32m 7\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mmatplotlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpyplot\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mplt\u001b[39;00m\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'wbdata'" + ] + } + ], + "source": [ + "# Step 1: Install required libraries (if not already installed)\n", + "# !pip install wbdata pandas matplotlib\n", + "\n", + "# Step 2: Import necessary libraries\n", + "import wbdata # Library to access World Bank data\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "from datetime import datetime\n", + "\n", + "# Step 3: Set the indicator code for SDG-related employment data\n", + "# The World Bank uses specific indicator codes. \"SI.POV.EMP1\" could correspond to employment-related data.\n", + "# We are assuming here that \"SI.POV.EMP1.AGE--Y_GE25\" refers to employment for individuals aged 25+ years.\n", + "indicator_code = 'SI.POV.EMP1'\n", + "\n", + "# Step 4: Fetch the data for countries (you can select specific countries, or use 'all' to get global data)\n", + "# Fetch data for a specific country (e.g., 'USA') or a list of countries\n", + "countries = ['USA', 'GBR', 'IND'] # Example countries (USA, UK, India). You can adjust this list.\n", + "data = wbdata.get_dataframe(indicator_code, country=countries, data_date=(datetime(2000, 1, 1), datetime(2021, 1, 1)))\n", + "\n", + "# Step 5: Preview the fetched data\n", + "print(data.head())\n", + "\n", + "# Step 6: Plot the data for each country over time\n", + "plt.figure(figsize=(10, 6))\n", + "for country in countries:\n", + " country_data = data.xs(country, level='country')\n", + " country_data.plot(y=indicator_code, label=country)\n", + "\n", + "# Step 7: Customize the plot\n", + "plt.title('Employment Rates for Individuals Aged 25+ Years')\n", + "plt.xlabel('Year')\n", + "plt.ylabel('Employment Rate (%)')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "plt.show()\n", + "\n", + "# Optional: Save the dataframe to a CSV file if needed\n", + "data.to_csv('employment_age_25plus.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "14d790dd-e944-45ed-99a9-771a6bc2da85", + "metadata": {}, + "outputs": [ + { + "name": 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regex-2024.9.11-cp311-cp311-macosx_11_0_arm64.whl (284 kB)\n", + "Using cached tzlocal-5.2-py3-none-any.whl (17 kB)\n", + "Installing collected packages: appdirs, tzlocal, tabulate, regex, cachetools, backoff, shelved-cache, dateparser, wbdata\n", + "Successfully installed appdirs-1.4.4 backoff-2.2.1 cachetools-5.5.0 dateparser-1.2.0 regex-2024.9.11 shelved-cache-0.3.1 tabulate-0.8.10 tzlocal-5.2 wbdata-1.0.0\n" + ] + } + ], + "source": [ + "!pip install wbdata" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "ea538a7e-b907-4340-b77f-6cdd8b0b9e80", + "metadata": {}, + "outputs": [ + { + "ename": "TypeError", + "evalue": "got an unexpected keyword argument 'data_date'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[12], line 18\u001b[0m\n\u001b[1;32m 15\u001b[0m \u001b[38;5;66;03m# Step 4: Fetch the data for countries (you can select specific countries, or use 'all' to get global data)\u001b[39;00m\n\u001b[1;32m 16\u001b[0m \u001b[38;5;66;03m# Fetch data for a specific country (e.g., 'USA') or a list of countries\u001b[39;00m\n\u001b[1;32m 17\u001b[0m countries \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mUSA\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mGBR\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mIND\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;66;03m# Example countries (USA, UK, India). You can adjust this list.\u001b[39;00m\n\u001b[0;32m---> 18\u001b[0m data \u001b[38;5;241m=\u001b[39m \u001b[43mwbdata\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_dataframe\u001b[49m\u001b[43m(\u001b[49m\u001b[43mindicator_code\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcountry\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcountries\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdata_date\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mdatetime\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m2000\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdatetime\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m2021\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 20\u001b[0m \u001b[38;5;66;03m# Step 5: Preview the fetched data\u001b[39;00m\n\u001b[1;32m 21\u001b[0m \u001b[38;5;28mprint\u001b[39m(data\u001b[38;5;241m.\u001b[39mhead())\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/decorator.py:231\u001b[0m, in \u001b[0;36mdecorate..fun\u001b[0;34m(*args, **kw)\u001b[0m\n\u001b[1;32m 229\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mfun\u001b[39m(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkw):\n\u001b[1;32m 230\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m kwsyntax:\n\u001b[0;32m--> 231\u001b[0m args, kw \u001b[38;5;241m=\u001b[39m \u001b[43mfix\u001b[49m\u001b[43m(\u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkw\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msig\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 232\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m caller(func, \u001b[38;5;241m*\u001b[39m(extras \u001b[38;5;241m+\u001b[39m args), \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkw)\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/decorator.py:203\u001b[0m, in \u001b[0;36mfix\u001b[0;34m(args, kwargs, sig)\u001b[0m\n\u001b[1;32m 199\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mfix\u001b[39m(args, kwargs, sig):\n\u001b[1;32m 200\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 201\u001b[0m \u001b[38;5;124;03m Fix args and kwargs to be consistent with the signature\u001b[39;00m\n\u001b[1;32m 202\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 203\u001b[0m ba \u001b[38;5;241m=\u001b[39m \u001b[43msig\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbind\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 204\u001b[0m ba\u001b[38;5;241m.\u001b[39mapply_defaults() \u001b[38;5;66;03m# needed for test_dan_schult\u001b[39;00m\n\u001b[1;32m 205\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m ba\u001b[38;5;241m.\u001b[39margs, ba\u001b[38;5;241m.\u001b[39mkwargs\n", + "File \u001b[0;32m/opt/homebrew/Cellar/python@3.11/3.11.5/Frameworks/Python.framework/Versions/3.11/lib/python3.11/inspect.py:3212\u001b[0m, in \u001b[0;36mSignature.bind\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 3207\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mbind\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m/\u001b[39m, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[1;32m 3208\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Get a BoundArguments object, that maps the passed `args`\u001b[39;00m\n\u001b[1;32m 3209\u001b[0m \u001b[38;5;124;03m and `kwargs` to the function's signature. Raises `TypeError`\u001b[39;00m\n\u001b[1;32m 3210\u001b[0m \u001b[38;5;124;03m if the passed arguments can not be bound.\u001b[39;00m\n\u001b[1;32m 3211\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m-> 3212\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_bind\u001b[49m\u001b[43m(\u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m/opt/homebrew/Cellar/python@3.11/3.11.5/Frameworks/Python.framework/Versions/3.11/lib/python3.11/inspect.py:3201\u001b[0m, in \u001b[0;36mSignature._bind\u001b[0;34m(self, args, kwargs, partial)\u001b[0m\n\u001b[1;32m 3199\u001b[0m arguments[kwargs_param\u001b[38;5;241m.\u001b[39mname] \u001b[38;5;241m=\u001b[39m kwargs\n\u001b[1;32m 3200\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m-> 3201\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m(\n\u001b[1;32m 3202\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mgot an unexpected keyword argument \u001b[39m\u001b[38;5;132;01m{arg!r}\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;241m.\u001b[39mformat(\n\u001b[1;32m 3203\u001b[0m arg\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mnext\u001b[39m(\u001b[38;5;28miter\u001b[39m(kwargs))))\n\u001b[1;32m 3205\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_bound_arguments_cls(\u001b[38;5;28mself\u001b[39m, arguments)\n", + "\u001b[0;31mTypeError\u001b[0m: got an unexpected keyword argument 'data_date'" + ] + } + ], + "source": [ + "# Step 1: Install required libraries (if not already installed)\n", + "# !pip install wbdata pandas matplotlib\n", + "\n", + "# Step 2: Import necessary libraries\n", + "import wbdata # Library to access World Bank data\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "from datetime import datetime\n", + "\n", + "# Step 3: Set the indicator code for SDG-related employment data\n", + "# The World Bank uses specific indicator codes. \"SI.POV.EMP1\" could correspond to employment-related data.\n", + "# We are assuming here that \"SI.POV.EMP1.AGE--Y_GE25\" refers to employment for individuals aged 25+ years.\n", + "indicator_code = 'SI.POV.EMP1'\n", + "\n", + "# Step 4: Fetch the data for countries (you can select specific countries, or use 'all' to get global data)\n", + "# Fetch data for a specific country (e.g., 'USA') or a list of countries\n", + "countries = ['USA', 'GBR', 'IND'] # Example countries (USA, UK, India). You can adjust this list.\n", + "data = wbdata.get_dataframe(indicator_code, country=countries, data_date=(datetime(2000, 1, 1), datetime(2021, 1, 1)))\n", + "\n", + "# Step 5: Preview the fetched data\n", + "print(data.head())\n", + "\n", + "# Step 6: Plot the data for each country over time\n", + "plt.figure(figsize=(10, 6))\n", + "for country in countries:\n", + " country_data = data.xs(country, level='country')\n", + " country_data.plot(y=indicator_code, label=country)\n", + "\n", + "# Step 7: Customize the plot\n", + "plt.title('Employment Rates for Individuals Aged 25+ Years')\n", + "plt.xlabel('Year')\n", + "plt.ylabel('Employment Rate (%)')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "plt.show()\n", + "\n", + "# Optional: Save the dataframe to a CSV file if needed\n", + "data.to_csv('employment_age_25plus.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4c06b530-289e-4a71-9ffa-cc9d0a1de6ef", + "metadata": {}, + "outputs": [], + "source": [] + } 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