From 161a58b28318007cad2435e687f01d785d7beb70 Mon Sep 17 00:00:00 2001 From: wcole Date: Fri, 24 Apr 2026 14:46:38 -0600 Subject: [PATCH 1/5] Updating AEO_scraper.ipynb to pull AEO 2026 datasets --- aeo_updates/AEO_scraper.ipynb | 1371 ++++++++++++++++++++++++++++++++- 1 file changed, 1331 insertions(+), 40 deletions(-) diff --git a/aeo_updates/AEO_scraper.ipynb b/aeo_updates/AEO_scraper.ipynb index 99c4137..7e68c56 100644 --- a/aeo_updates/AEO_scraper.ipynb +++ b/aeo_updates/AEO_scraper.ipynb @@ -2,12 +2,12 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "id": "c9115ff7", "metadata": {}, "outputs": [], "source": [ - "# Script to pull AEO 2023 data using the API\n", + "# Script to pull AEO 2026 data using the API\n", "\n", "import requests\n", "import json\n", @@ -16,7 +16,7 @@ "import os\n", "\n", "# Set AEO_year\n", - "AEO_year = 2025\n", + "AEO_year = 2026\n", "\n", "# Get EIA API key\n", "api_key = os.getenv('EIA_API_KEY')" @@ -24,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "id": "7b428cb9", "metadata": {}, "outputs": [], @@ -52,16 +52,16 @@ " 'Energy Prices : Electric Power : Steam Coal',\n", " 'Energy Prices : Electric Power : Natural Gas',\n", "# 'Energy Prices : Nominal : Electric Power : Natural Gas',\n", - " 'Energy Prices : Electric Power : Uranium',\n", + " 'Energy Prices : Electric Power : Nuclear Fuel',\n", "# 'Energy Prices : Nominal : Electric Power : Uranium',\n", " 'Energy Use : Electric Power : Natural Gas',\n", " 'Energy Use : Total : Natural Gas',\n", " 'Energy Use : Delivered : All Sectors : Electricity'\n", - "]\n", + " ]\n", "\n", "# This API call will get us a list of dictionaries that associate each seriesId to a series name.\n", "path = f'https://api.eia.gov/v2/aeo/{AEO_year}/facet/seriesId?api_key={api_key}'\n", - "resp = json.loads(requests.get(path).text)\n", + "resp = requests.get(path).json()\n", "series_maps = resp['response']['facets']\n", "\n", "# Next we construct the series_lists dictionary, filtered to the desired series in series_names.\n", @@ -78,10 +78,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "id": "bf87c7ce", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "{'1-0', '1-1', '1-2', '1-3', '1-4', '1-5', '1-6', '1-7', '1-8', '1-9', '5-0'}" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# In this cell, we obtain the regionIds for our desired regions\n", "region_names = [\n", @@ -95,9 +106,9 @@ " 'Mountain',\n", " 'Pacific',\n", " 'United States'\n", - "]\n", + " ]\n", "path = f'https://api.eia.gov/v2/aeo/{AEO_year}/facet/regionId?api_key={api_key}'\n", - "resp = json.loads(requests.get(path).text)\n", + "resp = requests.get(path).json()\n", "region_maps = resp['response']['facets']\n", "regionIds = {item['id'] for item in region_maps if str(item['name']) in region_names}\n", "#n = [(item['id'], item['name']) for item in x if item['name'] in region_names]\n", @@ -107,14 +118,441 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, + "id": "c0b3db81", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "id", + "rawType": "object", + "type": "string" + }, + { + "name": "name", + "rawType": "object", + "type": "string" + } + ], + "ref": "08f1a7c5-cee4-4561-8db5-a6ba00aa541f", + "rows": [ + [ + "0", + "altelec", + "Alternative Electricity" + ], + [ + "1", + "alttrnp", + "Alternative Transportation" + ], + [ + "2", + "cb2026", + "Counterfactual Baseline case" + ], + [ + "3", + "electrnp", + "Alternative Electricity and Transportation" + ], + [ + "4", + "highZTC", + "High Zero-Carbon Technology Cost" + ], + [ + "5", + "higheldmd", + "High Electricity Demand" + ], + [ + "6", + "highogs", + "High Oil and Gas Supply" + ], + [ + "7", + "hm2026", + "High Economic Growth" + ], + [ + "8", + "lm2026", + "Low Economic Growth" + ], + [ + "9", + "lowZTC", + "Low Zero-Carbon Technology Cost" + ], + [ + "10", + "lowogs", + "Low Oil and Gas Supply" + ] + ], + "shape": { + "columns": 2, + "rows": 11 + } + }, + "text/html": [ + "
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idname
0altelecAlternative Electricity
1alttrnpAlternative Transportation
2cb2026Counterfactual Baseline case
3electrnpAlternative Electricity and Transportation
4highZTCHigh Zero-Carbon Technology Cost
5higheldmdHigh Electricity Demand
6highogsHigh Oil and Gas Supply
7hm2026High Economic Growth
8lm2026Low Economic Growth
9lowZTCLow Zero-Carbon Technology Cost
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" + ], + "text/plain": [ + " id name\n", + "0 altelec Alternative Electricity\n", + "1 alttrnp Alternative Transportation\n", + "2 cb2026 Counterfactual Baseline case\n", + "3 electrnp Alternative Electricity and Transportation\n", + "4 highZTC High Zero-Carbon Technology Cost\n", + "5 higheldmd High Electricity Demand\n", + "6 highogs High Oil and Gas Supply\n", + "7 hm2026 High Economic Growth\n", + "8 lm2026 Low Economic Growth\n", + "9 lowZTC Low Zero-Carbon Technology Cost\n", + "10 lowogs Low Oil and Gas Supply" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Inspect available scenario IDs before building the scenario filter in Cell 4\n", + "path = f'https://api.eia.gov/v2/aeo/{AEO_year}/facet/scenario?api_key={api_key}'\n", + "resp = requests.get(path).json()\n", + "scenario_maps = resp['response']['facets']\n", + "scenario_df = pd.DataFrame(scenario_maps)[['id', 'name']]\n", + "scenario_df = scenario_df.sort_values('id').reset_index(drop=True)\n", + "scenario_df" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "f102cca3", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "id", + "rawType": "object", + "type": "string" + }, + { + "name": "name", + "rawType": "object", + "type": "string" + } + ], + "ref": "0cc8e5bb-fd5d-4a38-9c65-17a7e925f62f", + "rows": [ + [ + "0", + "altelec", + "Alternative Electricity" + ], + [ + "1", + "alttrnp", + "Alternative Transportation" + ], + [ + "2", + "cb2026", + "Counterfactual Baseline case" + ], + [ + "3", + "electrnp", + "Alternative Electricity and Transportation" + ], + [ + "4", + "highZTC", + "High Zero-Carbon Technology Cost" + ], + [ + "5", + "higheldmd", + "High Electricity Demand" + ], + [ + "6", + "highogs", + "High Oil and Gas Supply" + ], + [ + "7", + "hm2026", + "High Economic Growth" + ], + [ + "8", + "lm2026", + "Low Economic Growth" + ], + [ + "9", + "lowZTC", + "Low Zero-Carbon Technology Cost" + ], + [ + "10", + "lowogs", + "Low Oil and Gas Supply" + ] + ], + "shape": { + "columns": 2, + "rows": 11 + } + }, + "text/html": [ + "
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idname
0altelecAlternative Electricity
1alttrnpAlternative Transportation
2cb2026Counterfactual Baseline case
3electrnpAlternative Electricity and Transportation
4highZTCHigh Zero-Carbon Technology Cost
5higheldmdHigh Electricity Demand
6highogsHigh Oil and Gas Supply
7hm2026High Economic Growth
8lm2026Low Economic Growth
9lowZTCLow Zero-Carbon Technology Cost
10lowogsLow Oil and Gas Supply
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" + ], + "text/plain": [ + " id name\n", + "0 altelec Alternative Electricity\n", + "1 alttrnp Alternative Transportation\n", + "2 cb2026 Counterfactual Baseline case\n", + "3 electrnp Alternative Electricity and Transportation\n", + "4 highZTC High Zero-Carbon Technology Cost\n", + "5 higheldmd High Electricity Demand\n", + "6 highogs High Oil and Gas Supply\n", + "7 hm2026 High Economic Growth\n", + "8 lm2026 Low Economic Growth\n", + "9 lowZTC Low Zero-Carbon Technology Cost\n", + "10 lowogs Low Oil and Gas Supply" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Inspect available scenario IDs before building the scenario filter in Cell 4\n", + "path = f'https://api.eia.gov/v2/aeo/{AEO_year}/facet/scenario?api_key={api_key}'\n", + "resp = requests.get(path).json()\n", + "scenario_maps = resp['response']['facets']\n", + "scenario_df = pd.DataFrame(scenario_maps)[['id', 'name']]\n", + "scenario_df = scenario_df.sort_values('id').reset_index(drop=True)\n", + "scenario_df" + ] + }, + { + "cell_type": "code", + "execution_count": 29, "id": "6a9228f5", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1560\n", + "1560\n", + "1560\n", + "1560\n", + "1560\n", + "1560\n" + ] + } + ], "source": [ "# Scenario filter\n", - "# hm2025 = high economic growth, lm2025 = low economic growth, nocaa111 = alternative electricity scenario\n", - "scenarios = [f'ref{AEO_year}', 'highogs', 'lowogs', 'hm2025', 'lm2025', 'nocaa111']\n", + "# Use dynamic IDs for high/low economic growth so this updates with AEO_year\n", + "scenarios = [f'cb{AEO_year}', 'highogs', 'lowogs', f'hm{AEO_year}', f'lm{AEO_year}', 'altelec']\n", + "\n", + "# Validate scenario IDs so naming changes are caught early\n", + "path = f'https://api.eia.gov/v2/aeo/{AEO_year}/facet/scenario?api_key={api_key}'\n", + "resp = requests.get(path).json()\n", + "available_scenarios = {item['id'] for item in resp['response']['facets']}\n", + "missing_scenarios = [s for s in scenarios if s not in available_scenarios]\n", + "if missing_scenarios:\n", + " print('Scenario IDs not found for this AEO year:', missing_scenarios)\n", + " print('Run the scenario lookup cell above and update scenarios.')\n", + " raise ValueError('Invalid scenario IDs in scenarios list')\n", "f1 = '&'.join(['facets[scenario][]=' + scenario for scenario in scenarios])\n", "\n", "# RegionId filter\n", @@ -129,7 +567,7 @@ "\n", " # Construct API call\n", " path = f'https://api.eia.gov/v2/aeo/{AEO_year}/data?api_key={api_key}&data[]=value&{f1}&{f2}&{f3}'\n", - " resp = json.loads(requests.get(path).text)\n", + " resp = requests.get(path).json()\n", "\n", " # The API throttling is very aggressive. We have to slow things way down or our api_key will\n", " # be temporarily locked. This makes it important for us to do as few api calls as possible, or\n", @@ -154,17 +592,26 @@ "# Additional processing\n", "df = df.drop_duplicates()\n", "df = df.drop(columns=['history'])\n", - "df = df.rename(columns={'period': 'year', 'unit': 'units'})\n", - "\n", - "\n" + "df = df.rename(columns={'period': 'year', 'unit': 'units'})" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 30, "id": "7e4b9739", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "['ALTELEC', 'CB2026', 'HIGHOGS', 'HM2026', 'LM2026', 'LOWOGS']" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "#Copying the dataframe to process data further\n", "df2 = df\n", @@ -182,10 +629,26 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "id": "4a03691c", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "['Energy Prices : Electric Power : Steam Coal',\n", + " 'Energy Prices : Electric Power : Natural Gas',\n", + " 'Energy Prices : Electric Power : Nuclear Fuel',\n", + " 'Energy Use : Electric Power : Natural Gas',\n", + " 'Energy Use : Total : Natural Gas',\n", + " 'Energy Use : Delivered : All Sectors : Electricity']" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "#Display series list\n", "series_names" @@ -193,7 +656,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 33, "id": "211da69a", "metadata": {}, "outputs": [], @@ -203,7 +666,7 @@ "file_name_suffix_list = {\n", " 'Energy Prices : Electric Power : Steam Coal': 'coal_prices',\n", " 'Energy Prices : Electric Power : Natural Gas': 'ng_prices',\n", - " 'Energy Prices : Electric Power : Uranium': 'uranium_prices',\n", + " 'Energy Prices : Electric Power : Nuclear Fuel': 'uranium_prices',\n", " 'Energy Use : Electric Power : Natural Gas': 'ng_demand_electricity',\n", " 'Energy Use : Total : Natural Gas': 'ng_tot_demand',\n", " 'Energy Use : Delivered : All Sectors : Electricity': 'electricity_consumption'\n", @@ -212,10 +675,835 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 34, "id": "b57ee8e1", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "year", + "rawType": "object", + "type": "string" + }, + { + "name": "scenario", + "rawType": "object", + "type": "string" + }, + { + "name": "scenarioDescription", + "rawType": "object", + "type": "string" + }, + { + "name": "seriesName", + "rawType": "object", + "type": "string" + }, + { + "name": "regionName", + "rawType": "object", + "type": "string" + }, + { + "name": "value", + "rawType": "object", + "type": "string" + }, + { + "name": "units", + "rawType": "object", + "type": "string" + }, + { + "name": "Col_header", + "rawType": "object", + "type": "string" + } + ], + "ref": "80c17fa2-49da-481d-9960-33cce0e17c02", + "rows": [ + [ + "0", + "2050", + "ALTELEC", + "Alternative Electricity", + "Energy Prices : Electric Power : Nuclear Fuel", + "United States", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, United States AEO2026 Alternative Electricity, AEO2026" + ], + [ + "1", + "2050", + "ALTELEC", + "Alternative Electricity", + "Energy Prices : Electric Power : Nuclear Fuel", + "East North Central", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, East North Central AEO2026 Alternative Electricity, AEO2026" + ], + [ + "2", + "2050", + "ALTELEC", + "Alternative Electricity", + "Energy Prices : Electric Power : Nuclear Fuel", + "East South Central", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, East South Central AEO2026 Alternative Electricity, AEO2026" + ], + [ + "3", + "2050", + "ALTELEC", + "Alternative Electricity", + "Energy Prices : Electric Power : Nuclear Fuel", + "Middle Atlantic", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, Middle Atlantic AEO2026 Alternative Electricity, AEO2026" + ], + [ + "4", + "2050", + "ALTELEC", + "Alternative Electricity", + "Energy Prices : Electric Power : Nuclear Fuel", + "Mountain", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, Mountain AEO2026 Alternative Electricity, AEO2026" + ], + [ + "5", + "2050", + "ALTELEC", + "Alternative Electricity", + "Energy Prices : Electric Power : Nuclear Fuel", + "New England", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, New England AEO2026 Alternative Electricity, AEO2026" + ], + [ + "6", + "2050", + "ALTELEC", + "Alternative Electricity", + "Energy Prices : Electric Power : Nuclear Fuel", + "Pacific", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, Pacific AEO2026 Alternative Electricity, AEO2026" + ], + [ + "7", + "2050", + "ALTELEC", + "Alternative Electricity", + "Energy Prices : Electric Power : Nuclear Fuel", + "South Atlantic", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, South Atlantic AEO2026 Alternative Electricity, AEO2026" + ], + [ + "8", + "2050", + "ALTELEC", + "Alternative Electricity", + "Energy Prices : Electric Power : Nuclear Fuel", + "West North Central", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, West North Central AEO2026 Alternative Electricity, AEO2026" + ], + [ + "9", + "2050", + "ALTELEC", + "Alternative Electricity", + "Energy Prices : Electric Power : Nuclear Fuel", + "West South Central", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, West South Central AEO2026 Alternative Electricity, AEO2026" + ], + [ + "10", + "2050", + "CB2026", + "Counterfactual Baseline case", + "Energy Prices : Electric Power : Nuclear Fuel", + "United States", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, United States AEO2026 Counterfactual Baseline case, AEO2026" + ], + [ + "11", + "2050", + "CB2026", + "Counterfactual Baseline case", + "Energy Prices : Electric Power : Nuclear Fuel", + "East North Central", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, East North Central AEO2026 Counterfactual Baseline case, AEO2026" + ], + [ + "12", + "2050", + "CB2026", + "Counterfactual Baseline case", + "Energy Prices : Electric Power : Nuclear Fuel", + "East South Central", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, East South Central AEO2026 Counterfactual Baseline case, AEO2026" + ], + [ + "13", + "2050", + "CB2026", + "Counterfactual Baseline case", + "Energy Prices : Electric Power : Nuclear Fuel", + "Middle Atlantic", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, Middle Atlantic AEO2026 Counterfactual Baseline case, AEO2026" + ], + [ + "14", + "2050", + "CB2026", + "Counterfactual Baseline case", + "Energy Prices : Electric Power : Nuclear Fuel", + "Mountain", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, Mountain AEO2026 Counterfactual Baseline case, AEO2026" + ], + [ + "15", + "2050", + "CB2026", + "Counterfactual Baseline case", + "Energy Prices : Electric Power : Nuclear Fuel", + "New England", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, New England AEO2026 Counterfactual Baseline case, AEO2026" + ], + [ + "16", + "2050", + "CB2026", + "Counterfactual Baseline case", + "Energy Prices : Electric Power : Nuclear Fuel", + "Pacific", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, Pacific AEO2026 Counterfactual Baseline case, AEO2026" + ], + [ + "17", + "2050", + "CB2026", + "Counterfactual Baseline case", + "Energy Prices : Electric Power : Nuclear Fuel", + "South Atlantic", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, South Atlantic AEO2026 Counterfactual Baseline case, AEO2026" + ], + [ + "18", + "2050", + "CB2026", + "Counterfactual Baseline case", + "Energy Prices : Electric Power : Nuclear Fuel", + "West North Central", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, West North Central AEO2026 Counterfactual Baseline case, AEO2026" + ], + [ + "19", + "2050", + "CB2026", + "Counterfactual Baseline case", + "Energy Prices : Electric Power : Nuclear Fuel", + "West South Central", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : Nuclear Fuel, West South Central AEO2026 Counterfactual Baseline case, AEO2026" + ], + [ + "20", + "2050", + "HIGHOGS", + "High Oil and Gas Supply", + "Energy Prices : Electric Power : Nuclear Fuel", + "United States", + "0.468187", + "2025 $/MMBtu", + "Energy Prices : Electric Power : 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yearscenarioscenarioDescriptionseriesNameregionNamevalueunitsCol_header
02050ALTELECAlternative ElectricityEnergy Prices : Electric Power : Nuclear FuelUnited States0.4681872025 $/MMBtuEnergy Prices : Electric Power : Nuclear Fuel,...
12050ALTELECAlternative ElectricityEnergy Prices : Electric Power : Nuclear FuelEast North Central0.4681872025 $/MMBtuEnergy Prices : Electric Power : Nuclear Fuel,...
22050ALTELECAlternative ElectricityEnergy Prices : Electric Power : Nuclear FuelEast South Central0.4681872025 $/MMBtuEnergy Prices : Electric Power : Nuclear Fuel,...
32050ALTELECAlternative ElectricityEnergy Prices : Electric Power : Nuclear FuelMiddle Atlantic0.4681872025 $/MMBtuEnergy Prices : Electric Power : Nuclear Fuel,...
42050ALTELECAlternative ElectricityEnergy Prices : Electric Power : Nuclear FuelMountain0.4681872025 $/MMBtuEnergy Prices : Electric Power : Nuclear Fuel,...
...........................
15552025LOWOGSLow Oil and Gas SupplyEnergy Use : Delivered : All Sectors : Electri...New England0.390558quadsEnergy Use : Delivered : All Sectors : Electri...
15562025LOWOGSLow Oil and Gas SupplyEnergy Use : Delivered : All Sectors : Electri...Pacific1.433808quadsEnergy Use : Delivered : All Sectors : Electri...
15572025LOWOGSLow Oil and Gas SupplyEnergy Use : Delivered : All Sectors : Electri...South Atlantic3.033154quadsEnergy Use : Delivered : All Sectors : Electri...
15582025LOWOGSLow Oil and Gas SupplyEnergy Use : Delivered : All Sectors : Electri...West North Central1.127252quadsEnergy Use : Delivered : All Sectors : Electri...
15592025LOWOGSLow Oil and Gas SupplyEnergy Use : Delivered : All Sectors : Electri...West South Central2.540369quadsEnergy Use : Delivered : All Sectors : Electri...
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9360 rows × 8 columns

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" + ], + "text/plain": [ + " year scenario scenarioDescription \\\n", + "0 2050 ALTELEC Alternative Electricity \n", + "1 2050 ALTELEC Alternative Electricity \n", + "2 2050 ALTELEC Alternative Electricity \n", + "3 2050 ALTELEC Alternative Electricity \n", + "4 2050 ALTELEC Alternative Electricity \n", + "... ... ... ... \n", + "1555 2025 LOWOGS Low Oil and Gas Supply \n", + "1556 2025 LOWOGS Low Oil and Gas Supply \n", + "1557 2025 LOWOGS Low Oil and Gas Supply \n", + "1558 2025 LOWOGS Low Oil and Gas Supply \n", + "1559 2025 LOWOGS Low Oil and Gas Supply \n", + "\n", + " seriesName regionName \\\n", + "0 Energy Prices : Electric Power : Nuclear Fuel United States \n", + "1 Energy Prices : Electric Power : Nuclear Fuel East North Central \n", + "2 Energy Prices : Electric Power : Nuclear Fuel East South Central \n", + "3 Energy Prices : Electric Power : Nuclear Fuel Middle Atlantic \n", + "4 Energy Prices : Electric Power : Nuclear Fuel Mountain \n", + "... ... ... \n", + "1555 Energy Use : Delivered : All Sectors : Electri... New England \n", + "1556 Energy Use : Delivered : All Sectors : Electri... Pacific \n", + "1557 Energy Use : Delivered : All Sectors : Electri... South Atlantic \n", + "1558 Energy Use : Delivered : All Sectors : Electri... West North Central \n", + "1559 Energy Use : Delivered : All Sectors : Electri... West South Central \n", + "\n", + " value units \\\n", + "0 0.468187 2025 $/MMBtu \n", + "1 0.468187 2025 $/MMBtu \n", + "2 0.468187 2025 $/MMBtu \n", + "3 0.468187 2025 $/MMBtu \n", + "4 0.468187 2025 $/MMBtu \n", + "... ... ... \n", + "1555 0.390558 quads \n", + "1556 1.433808 quads \n", + "1557 3.033154 quads \n", + "1558 1.127252 quads \n", + "1559 2.540369 quads \n", + "\n", + " Col_header \n", + "0 Energy Prices : Electric Power : Nuclear Fuel,... \n", + "1 Energy Prices : Electric Power : Nuclear Fuel,... \n", + "2 Energy Prices : Electric Power : Nuclear Fuel,... \n", + "3 Energy Prices : Electric Power : Nuclear Fuel,... \n", + "4 Energy Prices : Electric Power : Nuclear Fuel,... \n", + "... ... \n", + "1555 Energy Use : Delivered : All Sectors : Electri... \n", + "1556 Energy Use : Delivered : All Sectors : Electri... \n", + "1557 Energy Use : Delivered : All Sectors : Electri... \n", + "1558 Energy Use : Delivered : All Sectors : Electri... \n", + "1559 Energy Use : Delivered : All Sectors : Electri... \n", + "\n", + "[9360 rows x 8 columns]" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "#Creating a new column concatenating multiple columns and as per standard file columns used in previous years\n", "df2.insert(7, 'Col_header', True)\n", @@ -233,7 +1521,15 @@ "execution_count": null, "id": "f613c1d5", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Scrape complete! Files generated!\n" + ] + } + ], "source": [ "#Loop to filter through each series name and scenario and write filtered dataframe to a separate csv file\n", "#Within loop pivot the dataframe to re-align such that Prices from each region become columns\n", @@ -241,6 +1537,10 @@ "\n", "#df_new = {}\n", "\n", + "# Specify outputs location\n", + "output_dir = 'outputs'\n", + "os.makedirs(output_dir, exist_ok=True)\n", + "\n", "for x in series_names:\n", " for j in scenario_filter:\n", " df_filter = pd.DataFrame(df2.loc[(df2['seriesName'] == x) & (df2['scenario'] == j)])\n", @@ -265,9 +1565,8 @@ " \n", " fileseries_suffix = file_name_suffix_list.get(x, 'Unknown')\n", " \n", - " #Please alter file path if needed for the generated files to go\n", - " \n", - " filename = f\"AEO_{j}_{AEO_year}_{fileseries_suffix}.csv\"\n", + " # Output files\n", + " filename = os.path.join(output_dir, f\"AEO_{j}_{AEO_year}_{fileseries_suffix}.csv\")\n", " \n", " # Only output coal and uranium prices for REF scenario\n", " # if x == 'Energy Prices : Electric Power : Steam Coal' or x == 'Energy Prices : Electric Power : Uranium':\n", @@ -279,14 +1578,6 @@ " df_pivot_filtered.to_csv(filename, index=False)\n", " \n", "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", "print('Scrape complete! Files generated!')" ] }, @@ -315,7 +1606,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.14" + "version": "3.11.15" } }, "nbformat": 4, From 3b8c6dd0b0962e3c5f49472d4c70323d12776891 Mon Sep 17 00:00:00 2001 From: wcole Date: Fri, 24 Apr 2026 15:12:24 -0600 Subject: [PATCH 2/5] Updating README.md --- aeo_updates/AEO_scraper.ipynb | 2 +- aeo_updates/README.md | 5 ++--- 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/aeo_updates/AEO_scraper.ipynb b/aeo_updates/AEO_scraper.ipynb index 7e68c56..322c015 100644 --- a/aeo_updates/AEO_scraper.ipynb +++ b/aeo_updates/AEO_scraper.ipynb @@ -1518,7 +1518,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 37, "id": "f613c1d5", "metadata": {}, "outputs": [ diff --git a/aeo_updates/README.md b/aeo_updates/README.md index f02f09f..e57bb2b 100644 --- a/aeo_updates/README.md +++ b/aeo_updates/README.md @@ -18,10 +18,9 @@ The scraper will grab the following data from EIA's API: This can be run as is. You will want to adjust the default AEO year. Sometimes the scenario names change from one year to the next, so if a scenario is not populated, its name has likely changed. +In the AEO 2026, "Uranium" became "Nuclear Fuel", but only for real prices (nominal prices still use Uranium)--so you can check for similar name changes if you run into an error. -These results will be written out as csv files. -Note that the write directory is not specified and hence the files will be output to the directory from where the file is run. -The output directory may be altered as required. +These results will be written out as csv files to the outputs directory (it will be created if it does not already exist). 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" - ], - "text/plain": [ - " id name\n", - "0 altelec Alternative Electricity\n", - "1 alttrnp Alternative Transportation\n", - "2 cb2026 Counterfactual Baseline case\n", - "3 electrnp Alternative Electricity and Transportation\n", - "4 highZTC High Zero-Carbon Technology Cost\n", - "5 higheldmd High Electricity Demand\n", - "6 highogs High Oil and Gas Supply\n", - "7 hm2026 High Economic Growth\n", - "8 lm2026 Low Economic Growth\n", - "9 lowZTC Low Zero-Carbon Technology Cost\n", - "10 lowogs Low Oil and Gas Supply" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# Inspect available scenario IDs before building the scenario filter in Cell 4\n", "path = f'https://api.eia.gov/v2/aeo/{AEO_year}/facet/scenario?api_key={api_key}'\n", @@ -320,196 +123,10 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "f102cca3", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.microsoft.datawrangler.viewer.v0+json": { - "columns": [ - { - "name": "index", - "rawType": "int64", - "type": "integer" - }, - { - "name": "id", - "rawType": "object", - "type": "string" - }, - { - "name": "name", - "rawType": "object", - "type": "string" - } - ], - "ref": "0cc8e5bb-fd5d-4a38-9c65-17a7e925f62f", - "rows": [ - [ - "0", - "altelec", - "Alternative Electricity" - ], - [ - "1", - "alttrnp", - "Alternative Transportation" - ], - [ - "2", - "cb2026", - "Counterfactual Baseline case" - ], - [ - "3", - "electrnp", - "Alternative Electricity and Transportation" - ], - [ - "4", - "highZTC", - "High Zero-Carbon Technology Cost" - ], - [ - "5", - "higheldmd", - "High Electricity Demand" - ], - [ - "6", - "highogs", - "High Oil and Gas Supply" - ], - [ - "7", - "hm2026", - "High Economic Growth" - ], - [ - "8", - "lm2026", - "Low Economic Growth" - ], - [ - "9", - "lowZTC", - "Low Zero-Carbon Technology Cost" - ], - [ - "10", - "lowogs", - "Low Oil and Gas Supply" - ] - ], - "shape": { - "columns": 2, - "rows": 11 - } - }, - "text/html": [ - "
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" - ], - "text/plain": [ - " id name\n", - "0 altelec Alternative Electricity\n", - "1 alttrnp Alternative Transportation\n", - "2 cb2026 Counterfactual Baseline case\n", - "3 electrnp Alternative Electricity and Transportation\n", - "4 highZTC High Zero-Carbon Technology Cost\n", - "5 higheldmd High Electricity Demand\n", - "6 highogs High Oil and Gas Supply\n", - "7 hm2026 High Economic Growth\n", - "8 lm2026 Low Economic Growth\n", - "9 lowZTC Low Zero-Carbon Technology Cost\n", - "10 lowogs Low Oil and Gas Supply" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# Inspect available scenario IDs before building the scenario filter in Cell 4\n", "path = f'https://api.eia.gov/v2/aeo/{AEO_year}/facet/scenario?api_key={api_key}'\n", @@ -522,23 +139,10 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": null, "id": "6a9228f5", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1560\n", - "1560\n", - "1560\n", - "1560\n", - "1560\n", - "1560\n" - ] - } - ], + "outputs": [], "source": [ "# Scenario filter\n", "# Use dynamic IDs for high/low economic growth so this updates with AEO_year\n", @@ -597,21 +201,10 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": null, "id": "7e4b9739", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['ALTELEC', 'CB2026', 'HIGHOGS', 'HM2026', 'LM2026', 'LOWOGS']" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "#Copying the dataframe to process data further\n", "df2 = df\n", @@ -629,26 +222,10 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": null, "id": "4a03691c", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['Energy Prices : Electric Power : Steam Coal',\n", - " 'Energy Prices : Electric Power : Natural Gas',\n", - " 'Energy Prices : Electric Power : Nuclear Fuel',\n", - " 'Energy Use : Electric Power : Natural Gas',\n", - " 'Energy Use : Total : Natural Gas',\n", - " 'Energy Use : Delivered : All Sectors : Electricity']" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "#Display series list\n", "series_names" @@ -656,7 +233,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": null, "id": "211da69a", "metadata": {}, "outputs": [], @@ -675,835 +252,10 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": null, "id": "b57ee8e1", "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.microsoft.datawrangler.viewer.v0+json": { - "columns": [ - { - "name": "index", - "rawType": "int64", - "type": "integer" - }, - { - "name": "year", - "rawType": "object", - "type": "string" - }, - { - "name": "scenario", - "rawType": "object", - "type": "string" - }, - { - "name": "scenarioDescription", - "rawType": "object", - "type": "string" - 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yearscenarioscenarioDescriptionseriesNameregionNamevalueunitsCol_header
02050ALTELECAlternative ElectricityEnergy Prices : Electric Power : Nuclear FuelUnited States0.4681872025 $/MMBtuEnergy Prices : Electric Power : Nuclear Fuel,...
12050ALTELECAlternative ElectricityEnergy Prices : Electric Power : Nuclear FuelEast North Central0.4681872025 $/MMBtuEnergy Prices : Electric Power : Nuclear Fuel,...
22050ALTELECAlternative ElectricityEnergy Prices : Electric Power : Nuclear FuelEast South Central0.4681872025 $/MMBtuEnergy Prices : Electric Power : Nuclear Fuel,...
32050ALTELECAlternative ElectricityEnergy Prices : Electric Power : Nuclear FuelMiddle Atlantic0.4681872025 $/MMBtuEnergy Prices : Electric Power : Nuclear Fuel,...
42050ALTELECAlternative ElectricityEnergy Prices : Electric Power : Nuclear FuelMountain0.4681872025 $/MMBtuEnergy Prices : Electric Power : Nuclear Fuel,...
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15552025LOWOGSLow Oil and Gas SupplyEnergy Use : Delivered : All Sectors : Electri...New England0.390558quadsEnergy Use : Delivered : All Sectors : Electri...
15562025LOWOGSLow Oil and Gas SupplyEnergy Use : Delivered : All Sectors : Electri...Pacific1.433808quadsEnergy Use : Delivered : All Sectors : Electri...
15572025LOWOGSLow Oil and Gas SupplyEnergy Use : Delivered : All Sectors : Electri...South Atlantic3.033154quadsEnergy Use : Delivered : All Sectors : Electri...
15582025LOWOGSLow Oil and Gas SupplyEnergy Use : Delivered : All Sectors : Electri...West North Central1.127252quadsEnergy Use : Delivered : All Sectors : Electri...
15592025LOWOGSLow Oil and Gas SupplyEnergy Use : Delivered : All Sectors : Electri...West South Central2.540369quadsEnergy Use : Delivered : All Sectors : Electri...
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9360 rows × 8 columns

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" - ], - "text/plain": [ - " year scenario scenarioDescription \\\n", - "0 2050 ALTELEC Alternative Electricity \n", - "1 2050 ALTELEC Alternative Electricity \n", - "2 2050 ALTELEC Alternative Electricity \n", - "3 2050 ALTELEC Alternative Electricity \n", - "4 2050 ALTELEC Alternative Electricity \n", - "... ... ... ... \n", - "1555 2025 LOWOGS Low Oil and Gas Supply \n", - "1556 2025 LOWOGS Low Oil and Gas Supply \n", - "1557 2025 LOWOGS Low Oil and Gas Supply \n", - "1558 2025 LOWOGS Low Oil and Gas Supply \n", - "1559 2025 LOWOGS Low Oil and Gas Supply \n", - "\n", - " seriesName regionName \\\n", - "0 Energy Prices : Electric Power : Nuclear Fuel United States \n", - "1 Energy Prices : Electric Power : Nuclear Fuel East North Central \n", - "2 Energy Prices : Electric Power : Nuclear Fuel East South Central \n", - "3 Energy Prices : Electric Power : Nuclear Fuel Middle Atlantic \n", - "4 Energy Prices : Electric Power : Nuclear Fuel Mountain \n", - "... ... ... \n", - "1555 Energy Use : Delivered : All Sectors : Electri... New England \n", - "1556 Energy Use : Delivered : All Sectors : Electri... Pacific \n", - "1557 Energy Use : Delivered : All Sectors : Electri... South Atlantic \n", - "1558 Energy Use : Delivered : All Sectors : Electri... West North Central \n", - "1559 Energy Use : Delivered : All Sectors : Electri... West South Central \n", - "\n", - " value units \\\n", - "0 0.468187 2025 $/MMBtu \n", - "1 0.468187 2025 $/MMBtu \n", - "2 0.468187 2025 $/MMBtu \n", - "3 0.468187 2025 $/MMBtu \n", - "4 0.468187 2025 $/MMBtu \n", - "... ... ... \n", - "1555 0.390558 quads \n", - "1556 1.433808 quads \n", - "1557 3.033154 quads \n", - "1558 1.127252 quads \n", - "1559 2.540369 quads \n", - "\n", - " Col_header \n", - "0 Energy Prices : Electric Power : Nuclear Fuel,... \n", - "1 Energy Prices : Electric Power : Nuclear Fuel,... \n", - "2 Energy Prices : Electric Power : Nuclear Fuel,... \n", - "3 Energy Prices : Electric Power : Nuclear Fuel,... \n", - "4 Energy Prices : Electric Power : Nuclear Fuel,... \n", - "... ... \n", - "1555 Energy Use : Delivered : All Sectors : Electri... \n", - "1556 Energy Use : Delivered : All Sectors : Electri... \n", - "1557 Energy Use : Delivered : All Sectors : Electri... \n", - "1558 Energy Use : Delivered : All Sectors : Electri... \n", - "1559 Energy Use : Delivered : All Sectors : Electri... \n", - "\n", - "[9360 rows x 8 columns]" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "#Creating a new column concatenating multiple columns and as per standard file columns used in previous years\n", "df2.insert(7, 'Col_header', True)\n", @@ -1518,18 +270,10 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": null, "id": "f613c1d5", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Scrape complete! Files generated!\n" - ] - } - ], + "outputs": [], "source": [ "#Loop to filter through each series name and scenario and write filtered dataframe to a separate csv file\n", "#Within loop pivot the dataframe to re-align such that Prices from each region become columns\n", @@ -1580,14 +324,6 @@ "\n", "print('Scrape complete! Files generated!')" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "925f73c4", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { From 78be096e8c66bf22f2e1ab26331b053aad587a0b Mon Sep 17 00:00:00 2001 From: wcole Date: Wed, 6 May 2026 10:17:28 -0600 Subject: [PATCH 5/5] Address copilot review comments. --- aeo_updates/AEO_scraper.ipynb | 21 +++------------------ aeo_updates/README.md | 6 +++--- 2 files changed, 6 insertions(+), 21 deletions(-) diff --git a/aeo_updates/AEO_scraper.ipynb b/aeo_updates/AEO_scraper.ipynb index 8ea056d..3daf326 100644 --- a/aeo_updates/AEO_scraper.ipynb +++ b/aeo_updates/AEO_scraper.ipynb @@ -10,7 +10,6 @@ "# Script to pull AEO 2026 data using the API\n", "\n", "import requests\n", - "import json\n", "import pandas as pd\n", "from time import sleep\n", "import os\n", @@ -19,7 +18,9 @@ "AEO_year = 2026\n", "\n", "# Get EIA API key\n", - "api_key = os.getenv('EIA_API_KEY')" + "api_key = os.getenv('EIA_API_KEY')\n", + "if not api_key:\n", + " raise ValueError(\"Missing EIA_API_KEY environment variable. Set EIA_API_KEY before running this notebook.\")" ] }, { @@ -121,22 +122,6 @@ "scenario_df" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "f102cca3", - "metadata": {}, - "outputs": [], - "source": [ - "# Inspect available scenario IDs before building the scenario filter in Cell 4\n", - "path = f'https://api.eia.gov/v2/aeo/{AEO_year}/facet/scenario?api_key={api_key}'\n", - "resp = requests.get(path).json()\n", - "scenario_maps = resp['response']['facets']\n", - "scenario_df = pd.DataFrame(scenario_maps)[['id', 'name']]\n", - "scenario_df = scenario_df.sort_values('id').reset_index(drop=True)\n", - "scenario_df" - ] - }, { "cell_type": "code", "execution_count": null, diff --git a/aeo_updates/README.md b/aeo_updates/README.md index e57bb2b..b0f986c 100644 --- a/aeo_updates/README.md +++ b/aeo_updates/README.md @@ -9,12 +9,12 @@ This script creates the demand projection files for AEO scenarios. It uses histo ### AEO_scraper.ipynb The scraper will grab the following data from EIA's API: -* Electricity growth by region for high, low, and reference economic growth. +* Electricity growth by region for high, low, and Counterfactual Baseline economic growth. * Natural gas prices by region for high, low, and reference oil and gas growth. * Total natural gas use by region for high, low, and reference oil and gas resource * Natural gas use for electricity by region for high, low, and reference oil and gas resource. -* Coal prices by region for the reference scenario. -* Uranium prices for the US for the reference scenario. +* Coal prices by region for the Counterfactual Baseline scenario. +* Uranium/Nuclear Fuel prices for the US for the Counterfactual Baseline scenario. This can be run as is. You will want to adjust the default AEO year. Sometimes the scenario names change from one year to the next, so if a scenario is not populated, its name has likely changed.

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