From 3c93c40912217088cc62adc369c32514bd8a0d72 Mon Sep 17 00:00:00 2001 From: dadams Date: Sun, 26 Jan 2025 20:36:09 -0800 Subject: [PATCH] trends analysis --- analysis/collab_patterns_outcomes.ipynb | 62 ++++++++++++++++++++++++- 1 file changed, 60 insertions(+), 2 deletions(-) diff --git a/analysis/collab_patterns_outcomes.ipynb b/analysis/collab_patterns_outcomes.ipynb index c4298941..e3b1b3c9 100644 --- a/analysis/collab_patterns_outcomes.ipynb +++ b/analysis/collab_patterns_outcomes.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [ { @@ -108,8 +108,66 @@ "37 0.000000 0.000000 0.136364 3.063090e+07 \n", "38 0.000000 0.000000 0.454545 1.271824e+07 \n", "\n", - "Temporal Trends Analysis:\n" + "Temporal Trends Analysis:\n", + " year project_count avg_ghg_efficiency dac_rate avg_partners \\\n", + "0 2015.0 69 7.156804e-06 0.367245 0.000000 \n", + "1 2016.0 49 9.112592e-07 0.370971 0.000000 \n", + "2 2017.0 226 3.249980e-06 0.371377 0.000000 \n", + "3 2018.0 831 5.931791e-04 0.391222 0.000000 \n", + "4 2019.0 780 2.114446e-05 0.384766 0.000093 \n", + "5 2020.0 859 1.832304e-05 0.389228 0.001306 \n", + "6 2021.0 1260 6.299689e-06 0.395332 0.000756 \n", + "7 2022.0 1387 1.314323e-05 0.355894 0.000563 \n", + "8 2023.0 1008 7.572222e-05 0.131493 0.010155 \n", + "9 2024.0 255 0.000000e+00 0.000000 0.001535 \n", + "\n", + " total_funding \n", + "0 1.133284e+08 \n", + "1 7.820408e+07 \n", + "2 3.764004e+08 \n", + "3 8.085144e+08 \n", + "4 1.111907e+09 \n", + "5 1.550148e+09 \n", + "6 1.297800e+09 \n", + "7 1.336047e+09 \n", + "8 1.293982e+09 \n", + "9 8.588199e+08 \n", + "\n", + "Regional Efficiency Analysis:\n" ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_824605/3927317048.py:50: UserWarning: pandas only supports SQLAlchemy connectable (engine/connection) or database string URI or sqlite3 DBAPI2 connection. Other DBAPI2 objects are not tested. Please consider using SQLAlchemy.\n", + " regional_analysis = pd.read_sql(\"\"\"\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " region_type project_count avg_ghg_efficiency dac_rate avg_partners \\\n", + "0 Central Valley 1318 0.000000 0.100910 0.034901 \n", + "1 Other 3337 0.003896 0.020977 0.053941 \n", + "2 Urban 1163 0.000000 0.069647 0.036113 \n", + "\n", + " total_funding \n", + "0 9.318297e+08 \n", + "1 1.930329e+09 \n", + "2 1.926314e+09 \n" + ] + }, + { + "data": { + "image/png": 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", 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