1579 lines
397 KiB
Plaintext
1579 lines
397 KiB
Plaintext
{
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>path</th>\n",
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" <th>score</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>0</th>\n",
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" <td>tweets/2021-08-24-07-40.txt</td>\n",
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" <td>15</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>1</th>\n",
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" <td>tweets/2021-06-22-13-19.txt</td>\n",
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" <td>14</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>2</th>\n",
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||
" <td>tweets/2020-07-13-10-03.txt</td>\n",
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" <td>14</td>\n",
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" </tr>\n",
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" <tr>\n",
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||
" <th>3</th>\n",
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||
" <td>tweets/2022-04-28-12-38.txt</td>\n",
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" <td>13</td>\n",
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||
" </tr>\n",
|
||
" <tr>\n",
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||
" <th>4</th>\n",
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||
" <td>tweets/2022-10-20-14-08.txt</td>\n",
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||
" <td>13</td>\n",
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||
" </tr>\n",
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" <tr>\n",
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" <th>...</th>\n",
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" <td>...</td>\n",
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" </tr>\n",
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" <tr>\n",
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||
" <th>1331</th>\n",
|
||
" <td>tweets/2016-11-08-13-35.txt</td>\n",
|
||
" <td>1</td>\n",
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||
" </tr>\n",
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||
" <tr>\n",
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||
" <th>1332</th>\n",
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||
" <td>tweets/2022-06-16-12-15.txt</td>\n",
|
||
" <td>1</td>\n",
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||
" </tr>\n",
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||
" <tr>\n",
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||
" <th>1333</th>\n",
|
||
" <td>tweets/2016-05-12-12-48.txt</td>\n",
|
||
" <td>1</td>\n",
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||
" </tr>\n",
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" <tr>\n",
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||
" <th>1334</th>\n",
|
||
" <td>tweets/2016-06-01-11-03.txt</td>\n",
|
||
" <td>1</td>\n",
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||
" </tr>\n",
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||
" <tr>\n",
|
||
" <th>1335</th>\n",
|
||
" <td>tweets/2014-01-28-08-50.txt</td>\n",
|
||
" <td>1</td>\n",
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||
" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"<p>1336 rows × 2 columns</p>\n",
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"</div>"
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],
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"text/plain": [
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" path score\n",
|
||
"0 tweets/2021-08-24-07-40.txt 15\n",
|
||
"1 tweets/2021-06-22-13-19.txt 14\n",
|
||
"2 tweets/2020-07-13-10-03.txt 14\n",
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"3 tweets/2022-04-28-12-38.txt 13\n",
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"4 tweets/2022-10-20-14-08.txt 13\n",
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"... ... ...\n",
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"1331 tweets/2016-11-08-13-35.txt 1\n",
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"1332 tweets/2022-06-16-12-15.txt 1\n",
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"1333 tweets/2016-05-12-12-48.txt 1\n",
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"1334 tweets/2016-06-01-11-03.txt 1\n",
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"1335 tweets/2014-01-28-08-50.txt 1\n",
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"\n",
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"[1336 rows x 2 columns]"
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]
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
|
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"# load in data\n",
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"import pandas as pd\n",
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"from pathlib import Path\n",
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||
"\n",
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"tweet_df = pd.read_csv('tweets_relevance_list.csv', index_col=0)\n",
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"\n",
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"# remove rows with score of zero\n",
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||
"tweet_df = tweet_df[tweet_df['score'].gt(0)]\n",
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"\n",
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"# remove wrong folder\n",
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"tweet_df['path'] = tweet_df['path'].str.replace('/home/brian/solveig_master/', '')\n",
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"\n",
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"# ensure datatype\n",
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"tweet_df['path'] = tweet_df['path'].apply(Path)\n",
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||
"\n",
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||
"tweet_df"
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||
]
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||
},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" }\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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||
" <tr style=\"text-align: right;\">\n",
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||
" <th></th>\n",
|
||
" <th>root</th>\n",
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||
" <th>mean_ranking</th>\n",
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||
" <th>std_ranking</th>\n",
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||
" <th>word_matches</th>\n",
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||
" </tr>\n",
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||
" </thead>\n",
|
||
" <tbody>\n",
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||
" <tr>\n",
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||
" <th>0</th>\n",
|
||
" <td>challeng</td>\n",
|
||
" <td>420</td>\n",
|
||
" <td>264</td>\n",
|
||
" <td>[challenges, challenge, challenging]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
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||
" <th>1</th>\n",
|
||
" <td>SDG</td>\n",
|
||
" <td>423</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>[sdgs]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
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||
" <th>2</th>\n",
|
||
" <td>ESG</td>\n",
|
||
" <td>636</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>[esg]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>recycling</td>\n",
|
||
" <td>860</td>\n",
|
||
" <td>154</td>\n",
|
||
" <td>[recycling, shiprecycling]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>reduc</td>\n",
|
||
" <td>1242</td>\n",
|
||
" <td>965</td>\n",
|
||
" <td>[reduce, reducing, reduced, reduction, reducti...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>5</th>\n",
|
||
" <td>planet</td>\n",
|
||
" <td>1295</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>[planet]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>6</th>\n",
|
||
" <td>CSR</td>\n",
|
||
" <td>1371</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>[csr]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>7</th>\n",
|
||
" <td>sustainab</td>\n",
|
||
" <td>1527</td>\n",
|
||
" <td>1873</td>\n",
|
||
" <td>[sustainability, sustainable, sustainableshipp...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>8</th>\n",
|
||
" <td>clean</td>\n",
|
||
" <td>1695</td>\n",
|
||
" <td>837</td>\n",
|
||
" <td>[theoceancleanup, cleanup, clean, cleanseas, o...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>9</th>\n",
|
||
" <td>methanol</td>\n",
|
||
" <td>1700</td>\n",
|
||
" <td>1044</td>\n",
|
||
" <td>[methanol, emethanol]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>10</th>\n",
|
||
" <td>future</td>\n",
|
||
" <td>1770</td>\n",
|
||
" <td>1684</td>\n",
|
||
" <td>[future, futureproofing]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>11</th>\n",
|
||
" <td>garbage</td>\n",
|
||
" <td>1808</td>\n",
|
||
" <td>612</td>\n",
|
||
" <td>[garbage, greatpacificgarbagepatch]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>12</th>\n",
|
||
" <td>responsib</td>\n",
|
||
" <td>1889</td>\n",
|
||
" <td>1135</td>\n",
|
||
" <td>[responsible, responsibility, responsibly, res...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>13</th>\n",
|
||
" <td>carb</td>\n",
|
||
" <td>1952</td>\n",
|
||
" <td>1526</td>\n",
|
||
" <td>[decarbonisation, carbon, decarbonization, car...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>14</th>\n",
|
||
" <td>chang</td>\n",
|
||
" <td>2148</td>\n",
|
||
" <td>1667</td>\n",
|
||
" <td>[change, changing, climatechange, changes, exc...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>15</th>\n",
|
||
" <td>ocean</td>\n",
|
||
" <td>2169</td>\n",
|
||
" <td>1629</td>\n",
|
||
" <td>[ocean, theoceancleanup, oceans, oceanplastic,...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>16</th>\n",
|
||
" <td>plastic</td>\n",
|
||
" <td>2320</td>\n",
|
||
" <td>1490</td>\n",
|
||
" <td>[plastic, oceanplastic, plasticwaste, plasticp...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>17</th>\n",
|
||
" <td>neutral</td>\n",
|
||
" <td>2382</td>\n",
|
||
" <td>1798</td>\n",
|
||
" <td>[neutral, carbonneutral, neutrality, co2neutral]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>18</th>\n",
|
||
" <td>environment</td>\n",
|
||
" <td>2391</td>\n",
|
||
" <td>1574</td>\n",
|
||
" <td>[environment, environmental, unenvironment, en...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>19</th>\n",
|
||
" <td>green</td>\n",
|
||
" <td>2393</td>\n",
|
||
" <td>1158</td>\n",
|
||
" <td>[green, greenfuels, greener, greenfuel, greent...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>20</th>\n",
|
||
" <td>sulphur</td>\n",
|
||
" <td>2828</td>\n",
|
||
" <td>1772</td>\n",
|
||
" <td>[sulphur, lowsulphur]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>21</th>\n",
|
||
" <td>emissions</td>\n",
|
||
" <td>2925</td>\n",
|
||
" <td>2046</td>\n",
|
||
" <td>[emissions, carbonemissions, zeroemissions]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>22</th>\n",
|
||
" <td>zero</td>\n",
|
||
" <td>2977</td>\n",
|
||
" <td>1646</td>\n",
|
||
" <td>[zero, netzero, zerocarbon, zerocarbonship, ze...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>23</th>\n",
|
||
" <td>climate</td>\n",
|
||
" <td>3046</td>\n",
|
||
" <td>2095</td>\n",
|
||
" <td>[climateaction, climate, climatechange, climat...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>24</th>\n",
|
||
" <td>eco</td>\n",
|
||
" <td>3074</td>\n",
|
||
" <td>1269</td>\n",
|
||
" <td>[ecosystem, eco, maerskecodelivery, ecofriendl...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>25</th>\n",
|
||
" <td>mission</td>\n",
|
||
" <td>3247</td>\n",
|
||
" <td>1950</td>\n",
|
||
" <td>[emissions, mission, eucommission, carbonemiss...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>26</th>\n",
|
||
" <td>CO2</td>\n",
|
||
" <td>3390</td>\n",
|
||
" <td>2275</td>\n",
|
||
" <td>[co2, co2neutral, co2emission]</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>27</th>\n",
|
||
" <td>bio</td>\n",
|
||
" <td>3687</td>\n",
|
||
" <td>1274</td>\n",
|
||
" <td>[biofuel, biofuels, biohuts, biodiversity]</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" root mean_ranking std_ranking \n",
|
||
"0 challeng 420 264 \\\n",
|
||
"1 SDG 423 0 \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 [reduce, reducing, reduced, reduction, reducti... \n",
|
||
"5 [planet] \n",
|
||
"6 [csr] \n",
|
||
"7 [sustainability, sustainable, sustainableshipp... \n",
|
||
"8 [theoceancleanup, cleanup, clean, cleanseas, o... \n",
|
||
"9 [methanol, emethanol] \n",
|
||
"10 [future, futureproofing] \n",
|
||
"11 [garbage, greatpacificgarbagepatch] \n",
|
||
"12 [responsible, responsibility, responsibly, res... \n",
|
||
"13 [decarbonisation, carbon, decarbonization, car... \n",
|
||
"14 [change, changing, climatechange, changes, exc... \n",
|
||
"15 [ocean, theoceancleanup, oceans, oceanplastic,... \n",
|
||
"16 [plastic, oceanplastic, plasticwaste, plasticp... \n",
|
||
"17 [neutral, carbonneutral, neutrality, co2neutral] \n",
|
||
"18 [environment, environmental, unenvironment, en... \n",
|
||
"19 [green, greenfuels, greener, greenfuel, greent... \n",
|
||
"20 [sulphur, lowsulphur] \n",
|
||
"21 [emissions, carbonemissions, zeroemissions] \n",
|
||
"22 [zero, netzero, zerocarbon, zerocarbonship, ze... \n",
|
||
"23 [climateaction, climate, climatechange, climat... \n",
|
||
"24 [ecosystem, eco, maerskecodelivery, ecofriendl... \n",
|
||
"25 [emissions, mission, eucommission, carbonemiss... \n",
|
||
"26 [co2, co2neutral, co2emission] \n",
|
||
"27 [biofuel, biofuels, biohuts, biodiversity] "
|
||
]
|
||
},
|
||
"execution_count": 2,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# load in word root list\n",
|
||
"word_root_df = pd.read_csv('word_root_ranking.csv', index_col=0)\n",
|
||
"\n",
|
||
"# parse string-lists\n",
|
||
"word_root_df['word_matches'] = word_root_df['word_matches'].str.strip(\"[]'\").str.split(\"', '\")\n",
|
||
"# word_list = sum(word_list, []) # flatten nested list\n",
|
||
"\n",
|
||
"word_root_df"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 3,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"PeriodIndex(['2011-01', '2011-02', '2011-03', '2011-04', '2011-05', '2011-06',\n",
|
||
" '2011-07', '2011-08', '2011-09', '2011-10',\n",
|
||
" ...\n",
|
||
" '2022-06', '2022-07', '2022-08', '2022-09', '2022-10', '2022-11',\n",
|
||
" '2022-12', '2023-01', '2023-02', '2023-03'],\n",
|
||
" dtype='period[M]', length=147)"
|
||
]
|
||
},
|
||
"execution_count": 3,
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
"# define time bins\n",
|
||
"period_range = pd.period_range(start='2011-01-01', end='2023-03-31', freq='M')\n",
|
||
"\n",
|
||
"period_range"
|
||
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|
||
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|
||
{
|
||
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|
||
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|
||
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|
||
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|
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|
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|
||
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|
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|
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||
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|
||
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|
||
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|
||
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||
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||
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||
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||
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||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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||
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||
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||
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||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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||
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|
||
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|
||
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||
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|
||
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|
||
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|
||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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|
||
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|
||
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||
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||
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|
||
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||
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|
||
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|
||
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|
||
"</table>\n",
|
||
"<p>147 rows × 28 columns</p>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
"root challeng SDG ESG recycling reduc planet CSR sustainab clean methanol \n",
|
||
"2011-01 0 0 0 0 0 0 0 0 0 0 \\\n",
|
||
"2011-02 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-03 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-04 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-05 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"... ... .. .. ... ... ... .. ... ... ... \n",
|
||
"2022-11 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2022-12 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2023-01 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2023-02 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2023-03 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"\n",
|
||
"root ... environment green sulphur emissions zero climate eco mission CO2 \n",
|
||
"2011-01 ... 0 0 0 0 0 0 0 0 0 \\\n",
|
||
"2011-02 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-03 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-04 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-05 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"... ... ... ... ... ... ... ... .. ... .. \n",
|
||
"2022-11 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2022-12 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2023-01 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2023-02 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2023-03 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"\n",
|
||
"root bio \n",
|
||
"2011-01 0 \n",
|
||
"2011-02 0 \n",
|
||
"2011-03 0 \n",
|
||
"2011-04 0 \n",
|
||
"2011-05 0 \n",
|
||
"... .. \n",
|
||
"2022-11 0 \n",
|
||
"2022-12 0 \n",
|
||
"2023-01 0 \n",
|
||
"2023-02 0 \n",
|
||
"2023-03 0 \n",
|
||
"\n",
|
||
"[147 rows x 28 columns]"
|
||
]
|
||
},
|
||
"execution_count": 4,
|
||
"metadata": {},
|
||
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|
||
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|
||
],
|
||
"source": [
|
||
"# prepare dataframe\n",
|
||
"df = pd.DataFrame(index=period_range, columns=word_root_df['root'])\n",
|
||
"df.iloc[:, :] = 0 # set all to 0\n",
|
||
"\n",
|
||
"df"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 5,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"PeriodIndex(['2011-01', '2011-02', '2011-03', '2011-04', '2011-05', '2011-06',\n",
|
||
" '2011-07', '2011-08', '2011-09', '2011-10',\n",
|
||
" ...\n",
|
||
" '2022-06', '2022-07', '2022-08', '2022-09', '2022-10', '2022-11',\n",
|
||
" '2022-12', '2023-01', '2023-02', '2023-03'],\n",
|
||
" dtype='period[M]', length=147)"
|
||
]
|
||
},
|
||
"execution_count": 5,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
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|
||
],
|
||
"source": [
|
||
"df.index"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 6,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
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|
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|
||
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|
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|
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|
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|
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|
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|
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
" <th>emissions</th>\n",
|
||
" <th>zero</th>\n",
|
||
" <th>climate</th>\n",
|
||
" <th>eco</th>\n",
|
||
" <th>mission</th>\n",
|
||
" <th>CO2</th>\n",
|
||
" <th>bio</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>2011-01</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2011-02</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2011-03</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2011-04</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2011-05</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>...</th>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2022-11</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>7</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2022-12</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>12</td>\n",
|
||
" <td>11</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2023-01</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2023-02</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>2</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2023-03</th>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"<p>147 rows × 28 columns</p>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
"root challeng SDG ESG recycling reduc planet CSR sustainab clean methanol \n",
|
||
"2011-01 0 0 0 0 0 0 0 0 0 0 \\\n",
|
||
"2011-02 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-03 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-04 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-05 0 0 0 0 0 0 0 0 0 0 \n",
|
||
"... ... .. .. ... ... ... .. ... ... ... \n",
|
||
"2022-11 0 0 0 5 0 0 0 5 0 1 \n",
|
||
"2022-12 0 0 0 0 2 0 0 6 4 3 \n",
|
||
"2023-01 0 0 1 0 2 0 0 3 0 0 \n",
|
||
"2023-02 0 0 1 0 0 0 0 4 4 1 \n",
|
||
"2023-03 0 0 0 1 1 0 0 4 2 1 \n",
|
||
"\n",
|
||
"root ... environment green sulphur emissions zero climate eco mission CO2 \n",
|
||
"2011-01 ... 0 0 0 0 0 0 0 0 0 \\\n",
|
||
"2011-02 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-03 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-04 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"2011-05 ... 0 0 0 0 0 0 0 0 0 \n",
|
||
"... ... ... ... ... ... ... ... .. ... .. \n",
|
||
"2022-11 ... 0 5 0 2 2 5 3 7 0 \n",
|
||
"2022-12 ... 1 3 0 3 0 2 12 11 0 \n",
|
||
"2023-01 ... 0 1 0 2 0 0 3 6 0 \n",
|
||
"2023-02 ... 5 1 0 1 4 0 5 4 0 \n",
|
||
"2023-03 ... 3 5 0 1 0 0 4 3 0 \n",
|
||
"\n",
|
||
"root bio \n",
|
||
"2011-01 0 \n",
|
||
"2011-02 0 \n",
|
||
"2011-03 0 \n",
|
||
"2011-04 0 \n",
|
||
"2011-05 0 \n",
|
||
"... .. \n",
|
||
"2022-11 0 \n",
|
||
"2022-12 0 \n",
|
||
"2023-01 0 \n",
|
||
"2023-02 2 \n",
|
||
"2023-03 0 \n",
|
||
"\n",
|
||
"[147 rows x 28 columns]"
|
||
]
|
||
},
|
||
"execution_count": 6,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# count words usage\n",
|
||
"from datetime import datetime\n",
|
||
"import re\n",
|
||
"\n",
|
||
"# path = tweet_df.loc[0, 'path']\n",
|
||
"# print('path: ', path)\n",
|
||
"for path in tweet_df['path']:\n",
|
||
" # determine period\n",
|
||
" ts = datetime.strptime(path.stem, '%Y-%m-%d-%H-%M')\n",
|
||
" ts = pd.to_datetime(ts).to_period('M')\n",
|
||
" # print('period: ', ts)\n",
|
||
" period_mask = ts == df.index\n",
|
||
" # load in tweet\n",
|
||
" with open(path, 'r') as f:\n",
|
||
" text = f.read()\n",
|
||
" # extract tweet text\n",
|
||
" text = re.search(\n",
|
||
" pattern='(?<=text: )(.|\\n)*(?=images: )',\n",
|
||
" string=text\n",
|
||
" ).group(0)\n",
|
||
" # determine if words present in text\n",
|
||
" for word_root in df.columns[1:]:\n",
|
||
" # print('word root: ', word_root)\n",
|
||
" word_root_mask = word_root_df['root'].eq(word_root)\n",
|
||
" word_matches = word_root_df.loc[word_root_mask, 'word_matches'].to_list()\n",
|
||
" word_matches = sum(word_matches, []) # unpack nested list\n",
|
||
" # print('word matches: ', word_matches)\n",
|
||
" for word in word_matches:\n",
|
||
" # print('word: ', word)\n",
|
||
" if word in text:\n",
|
||
" df.loc[period_mask, word_root] += 1\n",
|
||
"\n",
|
||
"df"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 7,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "b3c1b8128da943808fd794cbd7ae9854",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"image/png": 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",
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' width=1200.0/>\n",
|
||
" </div>\n",
|
||
" "
|
||
],
|
||
"text/plain": [
|
||
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# plot of combined use of root words over time\n",
|
||
"import matplotlib.pyplot as plt\n",
|
||
"import matplotlib.dates as mdates\n",
|
||
"import seaborn as sns\n",
|
||
"%matplotlib widget\n",
|
||
"plt.figure(figsize=(12,8))\n",
|
||
"\n",
|
||
"time = df.index.to_timestamp()\n",
|
||
"counts = df.sum(axis=1)\n",
|
||
"plt.plot(time, counts, label='sustainability-related words')\n",
|
||
"\n",
|
||
"mean = df.sum(axis=1).rolling(12, min_periods=1).mean()\n",
|
||
"plt.plot(time, mean, label='12-month mean')\n",
|
||
"std = df.sum(axis=1).rolling(12, min_periods=1).std()\n",
|
||
"plt.fill_between(\n",
|
||
" x=time,\n",
|
||
" y1=mean-std,\n",
|
||
" y2=mean+std,\n",
|
||
" alpha=0.2,\n",
|
||
" label='12-month standard deviation'\n",
|
||
")\n",
|
||
"\n",
|
||
"locator = mdates.MonthLocator(interval=12)\n",
|
||
"fmt = mdates.DateFormatter('%Y-%m')\n",
|
||
"x_axis = plt.gca().xaxis\n",
|
||
"x_axis.set_major_locator(locator)\n",
|
||
"x_axis.set_major_formatter(fmt)\n",
|
||
"plt.xticks(rotation=45)\n",
|
||
"plt.ylabel('count (n)')\n",
|
||
"plt.legend(loc='upper left')\n",
|
||
"plt.tight_layout()\n",
|
||
"sns.despine(left=True)\n",
|
||
"sns.set_style(\"ticks\",{'axes.grid' : True})\n",
|
||
"plt.savefig('plots/total_keyword_counts.png')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"attachments": {},
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# Above mean + std"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 8,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# threshold = mean + std\n",
|
||
"# threshold_mask = counts > threshold\n",
|
||
"# threshold_mask\n",
|
||
"\n",
|
||
"# tracked_words_list = list()\n",
|
||
"# for period in df.index[threshold_mask]:\n",
|
||
"# # determine words with counts above mean + std\n",
|
||
"# x = df.loc[period, :]\n",
|
||
"# x = x[x>0] # ignore words with 0-count\n",
|
||
"# threshold = x.mean() + x.std()\n",
|
||
"# mask = df.loc[period, :].gt(threshold)\n",
|
||
"# label_list = df.columns[mask].tolist()\n",
|
||
"# for label in label_list:\n",
|
||
"# tracked_words_list.append(label)\n",
|
||
"# tracked_words_list = list(set(tracked_words_list))\n",
|
||
"# tracked_words_list"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 9,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# import seaborn as sns\n",
|
||
"\n",
|
||
"# #define Seaborn color palette to use\n",
|
||
"# colors = sns.color_palette('Spectral', n_colors=len(tracked_words_list))\n",
|
||
"# plt.figure(figsize=(12, 8))\n",
|
||
"\n",
|
||
"# for i, word in enumerate(tracked_words_list):\n",
|
||
"# y = df.loc[:, word]\n",
|
||
"# plt.plot(time, y, color=colors[i], label=word, alpha=0.8, linewidth=2)\n",
|
||
"\n",
|
||
"# # ax = df.loc[:, tracked_words_list].plot(kind='line', layout='tight', figsize=(12,8))\n",
|
||
"\n",
|
||
"# plt.ylabel('counts (n)')\n",
|
||
"# plt.xlabel('period')\n",
|
||
"# plt.legend()\n",
|
||
"# plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"attachments": {},
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# Below mean - std"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 10,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# threshold = mean - std\n",
|
||
"# threshold_mask = counts < threshold\n",
|
||
"# threshold_mask\n",
|
||
"\n",
|
||
"# tracked_words_list = list()\n",
|
||
"# for period in df.index[threshold_mask]:\n",
|
||
"# # determine words with counts above mean + std\n",
|
||
"# x = df.loc[period, :]\n",
|
||
"# x = x[x>0] # ignore words with 0-count\n",
|
||
"# threshold = x.mean() + x.std()\n",
|
||
"# mask = df.loc[period, :].gt(threshold)\n",
|
||
"# label_list = df.columns[mask].tolist()\n",
|
||
"# for label in label_list:\n",
|
||
"# tracked_words_list.append(label)\n",
|
||
"# tracked_words_list = list(set(tracked_words_list))\n",
|
||
"# tracked_words_list"
|
||
]
|
||
},
|
||
{
|
||
"attachments": {},
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# Chosen Intervals"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 11,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# period_list = [\n",
|
||
"# '2015-12',\n",
|
||
"# '2016-11',\n",
|
||
"# '2018-08',\n",
|
||
"# '2018-09',\n",
|
||
"# '2021-03',\n",
|
||
"# '2021-06',\n",
|
||
"# '2021-08',\n",
|
||
"# '2022-12'\n",
|
||
"# ]\n",
|
||
"\n",
|
||
"# tracked_words_list = list()\n",
|
||
"# for period in period_list:\n",
|
||
"# # determine words with counts above mean + std\n",
|
||
"# x = df.loc[period, :]\n",
|
||
"# x = x[x>0] # ignore words with 0-count\n",
|
||
"# threshold = x.mean() + x.std()\n",
|
||
"# mask = df.loc[period, :].gt(threshold)\n",
|
||
"# label_list = df.columns[mask].tolist()\n",
|
||
"# for label in label_list:\n",
|
||
"# tracked_words_list.append(label)\n",
|
||
"# tracked_words_list = list(set(tracked_words_list))\n",
|
||
"\n",
|
||
"# print(tracked_words_list)\n",
|
||
"\n",
|
||
"# import seaborn as sns\n",
|
||
"\n",
|
||
"# #define Seaborn color palette to use\n",
|
||
"# colors = sns.color_palette('Spectral', n_colors=len(tracked_words_list))\n",
|
||
"# plt.figure(figsize=(12, 8))\n",
|
||
"\n",
|
||
"# for i, word in enumerate(tracked_words_list):\n",
|
||
"# y = df.loc[:, word]\n",
|
||
"# plt.plot(time, y, color=colors[i], label=word, alpha=0.8, linewidth=2)\n",
|
||
"\n",
|
||
"# # ax = df.loc[:, tracked_words_list].plot(kind='line', layout='tight', figsize=(12,8))\n",
|
||
"\n",
|
||
"# plt.ylabel('counts (n)')\n",
|
||
"# plt.xlabel('period')\n",
|
||
"# plt.legend()\n",
|
||
"# plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"attachments": {},
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# Piecharts of distribution from all periods"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 12,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.jupyter.widget-view+json": {
|
||
"model_id": "8b592b4c349943ca9c348ac42d419bfa",
|
||
"version_major": 2,
|
||
"version_minor": 0
|
||
},
|
||
"text/plain": [
|
||
" 0%| | 0/147 [00:00<?, ?it/s]"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"from tqdm.notebook import tqdm\n",
|
||
"for period in tqdm(df.index):\n",
|
||
" x = df.loc[period, :]\n",
|
||
" mask = x > 0\n",
|
||
" x = x[mask]\n",
|
||
" labels = df.columns[mask]\n",
|
||
"\n",
|
||
" #define Seaborn color palette to use\n",
|
||
" colors = sns.color_palette('Blues')[0:len(df)]\n",
|
||
"\n",
|
||
" #create pie chart\n",
|
||
" fig = plt.figure(figsize=(6,6))\n",
|
||
" plt.pie(x=x, labels=labels, colors = colors, autopct='%.0f%%', startangle=0)\n",
|
||
" plt.tight_layout()\n",
|
||
" # plt.title(period)\n",
|
||
" plt.savefig(f'word_distribution_pie_charts/total_keywords_{period}.png')\n",
|
||
" plt.close()\n",
|
||
" # plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"attachments": {},
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# Determine Importance of individual words"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": []
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "venv",
|
||
"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": "3.8.16"
|
||
},
|
||
"orig_nbformat": 4
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 2
|
||
}
|