From 7415d0ba51585af37b3b77ef715f82b77492908c Mon Sep 17 00:00:00 2001 From: brian Date: Thu, 13 Apr 2023 18:26:07 +0000 Subject: [PATCH] ran code --- get_sustainability_tweets.ipynb | 250 ++++++++++++++++---------------- 1 file changed, 125 insertions(+), 125 deletions(-) diff --git a/get_sustainability_tweets.ipynb b/get_sustainability_tweets.ipynb index b2f375c..1abdbed 100644 --- a/get_sustainability_tweets.ipynb +++ b/get_sustainability_tweets.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 16, + "execution_count": 1, "id": "f80d3dd8-29a4-4ecf-a1d9-d691ab23c71e", "metadata": { "tags": [] @@ -39,8 +39,8 @@ " \n", " 0\n", " challeng\n", - " 406\n", - " 248\n", + " 420\n", + " 264\n", " ['challenges', 'challenge', 'challenging']\n", " \n", " \n", @@ -53,232 +53,232 @@ " \n", " 2\n", " ESG\n", - " 635\n", + " 636\n", " 0\n", " ['esg']\n", " \n", " \n", " 3\n", " recycling\n", - " 848\n", - " 171\n", + " 860\n", + " 154\n", " ['recycling', 'shiprecycling']\n", " \n", " \n", " 4\n", - " CSR\n", - " 1345\n", - " 0\n", - " ['csr']\n", - " \n", - " \n", - " 5\n", " reduc\n", - " 1359\n", - " 1199\n", + " 1242\n", + " 965\n", " ['reduce', 'reducing', 'reduced', 'reduction',...\n", " \n", " \n", - " 6\n", + " 5\n", " planet\n", - " 1390\n", + " 1295\n", " 0\n", " ['planet']\n", " \n", " \n", + " 6\n", + " CSR\n", + " 1371\n", + " 0\n", + " ['csr']\n", + " \n", + " \n", " 7\n", " sustainab\n", - " 1516\n", - " 1825\n", + " 1527\n", + " 1873\n", " ['sustainability', 'sustainable', 'sustainable...\n", " \n", " \n", " 8\n", - " future\n", - " 1626\n", - " 1540\n", - " ['future', 'futureproofing']\n", - " \n", - " \n", - " 9\n", " clean\n", - " 1709\n", - " 859\n", + " 1695\n", + " 837\n", " ['theoceancleanup', 'cleanup', 'clean', 'clean...\n", " \n", " \n", - " 10\n", + " 9\n", " methanol\n", - " 1755\n", - " 1110\n", + " 1700\n", + " 1044\n", " ['methanol', 'emethanol']\n", " \n", " \n", + " 10\n", + " future\n", + " 1770\n", + " 1684\n", + " ['future', 'futureproofing']\n", + " \n", + " \n", " 11\n", " garbage\n", - " 1772\n", - " 511\n", + " 1808\n", + " 612\n", " ['garbage', 'greatpacificgarbagepatch']\n", " \n", " \n", " 12\n", " responsib\n", - " 1840\n", - " 1093\n", + " 1889\n", + " 1135\n", " ['responsible', 'responsibility', 'responsibly...\n", " \n", " \n", " 13\n", " carb\n", - " 1848\n", - " 1396\n", + " 1952\n", + " 1526\n", " ['decarbonisation', 'carbon', 'decarbonization...\n", " \n", " \n", " 14\n", " chang\n", - " 2054\n", - " 1563\n", + " 2148\n", + " 1667\n", " ['change', 'changing', 'climatechange', 'chang...\n", " \n", " \n", " 15\n", " ocean\n", - " 2217\n", - " 1657\n", + " 2169\n", + " 1629\n", " ['ocean', 'theoceancleanup', 'oceans', 'oceanp...\n", " \n", " \n", " 16\n", " plastic\n", - " 2354\n", - " 1587\n", + " 2320\n", + " 1490\n", " ['plastic', 'oceanplastic', 'plasticwaste', 'p...\n", " \n", " \n", " 17\n", " neutral\n", - " 2384\n", - " 1886\n", + " 2382\n", + " 1798\n", " ['neutral', 'carbonneutral', 'neutrality', 'co...\n", " \n", " \n", " 18\n", " environment\n", - " 2537\n", - " 1736\n", + " 2391\n", + " 1574\n", " ['environment', 'environmental', 'unenvironmen...\n", " \n", " \n", " 19\n", - " sulphur\n", - " 2572\n", - " 1524\n", - " ['sulphur', 'lowsulphur']\n", + " green\n", + " 2393\n", + " 1158\n", + " ['green', 'greenfuels', 'greener', 'greenfuel'...\n", " \n", " \n", " 20\n", - " green\n", - " 2580\n", - " 1376\n", - " ['green', 'greenfuels', 'greener', 'greenfuel'...\n", + " sulphur\n", + " 2828\n", + " 1772\n", + " ['sulphur', 'lowsulphur']\n", " \n", " \n", " 21\n", " emissions\n", - " 2912\n", - " 2065\n", + " 2925\n", + " 2046\n", " ['emissions', 'carbonemissions', 'zeroemissions']\n", " \n", " \n", " 22\n", - " climate\n", - " 2943\n", - " 1978\n", - " ['climateaction', 'climate', 'climatechange', ...\n", + " zero\n", + " 2977\n", + " 1646\n", + " ['zero', 'netzero', 'zerocarbon', 'zerocarbons...\n", " \n", " \n", " 23\n", - " zero\n", - " 2972\n", - " 1670\n", - " ['zero', 'netzero', 'zerocarbon', 'zerocarbons...\n", + " climate\n", + " 3046\n", + " 2095\n", + " ['climateaction', 'climate', 'climatechange', ...\n", " \n", " \n", " 24\n", " eco\n", - " 3128\n", - " 1228\n", + " 3074\n", + " 1269\n", " ['ecosystem', 'eco', 'maerskecodelivery', 'eco...\n", " \n", " \n", " 25\n", " mission\n", - " 3245\n", - " 1937\n", - " ['emissions', 'mission', 'carbonemissions', 'e...\n", + " 3247\n", + " 1950\n", + " ['emissions', 'mission', 'eucommission', 'carb...\n", " \n", " \n", " 26\n", " CO2\n", - " 3279\n", - " 2165\n", - " ['co2', 'co2emission', 'co2neutral']\n", + " 3390\n", + " 2275\n", + " ['co2', 'co2neutral', 'co2emission']\n", " \n", " \n", " 27\n", " bio\n", - " 3579\n", - " 1252\n", - " ['biofuel', 'biofuels', 'biodiversity', 'biohu...\n", + " 3687\n", + " 1274\n", + " ['biofuel', 'biofuels', 'biohuts', 'biodiversi...\n", " \n", " \n", "\n", "" ], "text/plain": [ - " root mean_ranking std_ranking \\\n", - "0 challeng 406 248 \n", + " root mean_ranking std_ranking \n", + "0 challeng 420 264 \\\n", "1 SDG 423 0 \n", - "2 ESG 635 0 \n", - "3 recycling 848 171 \n", - "4 CSR 1345 0 \n", - "5 reduc 1359 1199 \n", - "6 planet 1390 0 \n", - "7 sustainab 1516 1825 \n", - "8 future 1626 1540 \n", - "9 clean 1709 859 \n", - "10 methanol 1755 1110 \n", - "11 garbage 1772 511 \n", - "12 responsib 1840 1093 \n", - "13 carb 1848 1396 \n", - "14 chang 2054 1563 \n", - "15 ocean 2217 1657 \n", - "16 plastic 2354 1587 \n", - "17 neutral 2384 1886 \n", - "18 environment 2537 1736 \n", - "19 sulphur 2572 1524 \n", - "20 green 2580 1376 \n", - "21 emissions 2912 2065 \n", - "22 climate 2943 1978 \n", - "23 zero 2972 1670 \n", - "24 eco 3128 1228 \n", - "25 mission 3245 1937 \n", - "26 CO2 3279 2165 \n", - "27 bio 3579 1252 \n", + "2 ESG 636 0 \n", + "3 recycling 860 154 \n", + "4 reduc 1242 965 \n", + "5 planet 1295 0 \n", + "6 CSR 1371 0 \n", + "7 sustainab 1527 1873 \n", + "8 clean 1695 837 \n", + "9 methanol 1700 1044 \n", + "10 future 1770 1684 \n", + "11 garbage 1808 612 \n", + "12 responsib 1889 1135 \n", + "13 carb 1952 1526 \n", + "14 chang 2148 1667 \n", + "15 ocean 2169 1629 \n", + "16 plastic 2320 1490 \n", + "17 neutral 2382 1798 \n", + "18 environment 2391 1574 \n", + "19 green 2393 1158 \n", + "20 sulphur 2828 1772 \n", + "21 emissions 2925 2046 \n", + "22 zero 2977 1646 \n", + "23 climate 3046 2095 \n", + "24 eco 3074 1269 \n", + "25 mission 3247 1950 \n", + "26 CO2 3390 2275 \n", + "27 bio 3687 1274 \n", "\n", " word_matches \n", "0 ['challenges', 'challenge', 'challenging'] \n", "1 ['sdgs'] \n", "2 ['esg'] \n", "3 ['recycling', 'shiprecycling'] \n", - "4 ['csr'] \n", - "5 ['reduce', 'reducing', 'reduced', 'reduction',... \n", - "6 ['planet'] \n", + "4 ['reduce', 'reducing', 'reduced', 'reduction',... \n", + "5 ['planet'] \n", + "6 ['csr'] \n", "7 ['sustainability', 'sustainable', 'sustainable... \n", - "8 ['future', 'futureproofing'] \n", - "9 ['theoceancleanup', 'cleanup', 'clean', 'clean... \n", - "10 ['methanol', 'emethanol'] \n", + "8 ['theoceancleanup', 'cleanup', 'clean', 'clean... \n", + "9 ['methanol', 'emethanol'] \n", + "10 ['future', 'futureproofing'] \n", "11 ['garbage', 'greatpacificgarbagepatch'] \n", "12 ['responsible', 'responsibility', 'responsibly... \n", "13 ['decarbonisation', 'carbon', 'decarbonization... \n", @@ -287,18 +287,18 @@ "16 ['plastic', 'oceanplastic', 'plasticwaste', 'p... \n", "17 ['neutral', 'carbonneutral', 'neutrality', 'co... \n", "18 ['environment', 'environmental', 'unenvironmen... \n", - "19 ['sulphur', 'lowsulphur'] \n", - "20 ['green', 'greenfuels', 'greener', 'greenfuel'... \n", + "19 ['green', 'greenfuels', 'greener', 'greenfuel'... \n", + "20 ['sulphur', 'lowsulphur'] \n", "21 ['emissions', 'carbonemissions', 'zeroemissions'] \n", - "22 ['climateaction', 'climate', 'climatechange', ... \n", - "23 ['zero', 'netzero', 'zerocarbon', 'zerocarbons... \n", + "22 ['zero', 'netzero', 'zerocarbon', 'zerocarbons... \n", + "23 ['climateaction', 'climate', 'climatechange', ... \n", "24 ['ecosystem', 'eco', 'maerskecodelivery', 'eco... \n", - "25 ['emissions', 'mission', 'carbonemissions', 'e... \n", - "26 ['co2', 'co2emission', 'co2neutral'] \n", - "27 ['biofuel', 'biofuels', 'biodiversity', 'biohu... " + "25 ['emissions', 'mission', 'eucommission', 'carb... \n", + "26 ['co2', 'co2neutral', 'co2emission'] \n", + "27 ['biofuel', 'biofuels', 'biohuts', 'biodiversi... " ] }, - "execution_count": 16, + "execution_count": 1, "metadata": {}, "output_type": "execute_result" } @@ -315,7 +315,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 2, "id": "075f141b-16cd-4577-aa5d-97948fda44ee", "metadata": { "tags": [] @@ -331,12 +331,12 @@ " 'esg',\n", " 'recycling',\n", " 'shiprecycling',\n", - " 'csr',\n", " 'reduce',\n", - " 'reducing']" + " 'reducing',\n", + " 'reduced']" ] }, - "execution_count": 17, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -355,7 +355,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 3, "id": "5f86e61e-8d79-4aa9-871c-f11c62b12293", "metadata": { "tags": [] @@ -396,7 +396,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 4, "id": "0fda59a4-9bcd-4f66-9b68-2070b990ba08", "metadata": { "tags": [] @@ -452,7 +452,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.9" + "version": "3.8.10" } }, "nbformat": 4,