From 3f594bf462b8b54db2ae242d07ec1cd4e9ca256f Mon Sep 17 00:00:00 2001 From: Matthew Gaughan Date: Sun, 13 Apr 2025 16:30:29 -0700 Subject: [PATCH] fixed sampling for phab documents --- .../040425_phab_comments-checkpoint.ipynb | 616 ++++-------------- .../case2/040425_phab_comments.ipynb | 616 ++++-------------- 2 files changed, 272 insertions(+), 960 deletions(-) diff --git a/text_analysis/case2/.ipynb_checkpoints/040425_phab_comments-checkpoint.ipynb b/text_analysis/case2/.ipynb_checkpoints/040425_phab_comments-checkpoint.ipynb index dec8139..8d47789 100644 --- a/text_analysis/case2/.ipynb_checkpoints/040425_phab_comments-checkpoint.ipynb +++ b/text_analysis/case2/.ipynb_checkpoints/040425_phab_comments-checkpoint.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 96, "id": "ba9e5acd-e17d-4318-9272-04c9f6706186", "metadata": {}, "outputs": [], @@ -13,7 +13,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 97, "id": "e4f0b3f0-5255-46f1-822f-e455087ba315", "metadata": {}, "outputs": [], @@ -24,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 98, "id": "ac5e624b-08a4-4ede-bc96-cfc26c3edac3", "metadata": {}, "outputs": [], @@ -32,18 +32,47 @@ "def http_relevant(text):\n", " if pd.isnull(text):\n", " return False\n", - " # TODO: expanded dictionary for relevancy\n", - " # http, ip, login, auth, SSL, TLS, certificate \n", - " \n", + " # expanded dictionary for relevancy\n", + " # http, login, SSL, TLS, certificate \n", " for word in text.split():\n", - " if \"://\" not in word.lower() and \"http\" in word.lower():\n", - " return True\n", + " if \"://\" not in word.lower():\n", + " #http\n", + " if \"http\" in word.lower():\n", + " return True\n", + " #login\n", + " if \"login\" in word.lower():\n", + " return True\n", + " #ssl\n", + " if \"ssl\" in word.lower():\n", + " return True\n", + " #tls\n", + " if \"tls\" in word.lower():\n", + " return True\n", + " #cert\n", + " if word.lower().startswith(\"cert\"):\n", + " return True\n", " return False" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 99, + "id": "d5925c49-ea1d-4813-98aa-eae10d5879ca", + "metadata": {}, + "outputs": [], + "source": [ + "def is_migrated(comment_text):\n", + " if pd.isnull(comment_text):\n", + " return False\n", + " text = comment_text.strip()\n", + " if text.startswith(\"Originally from: http://sourceforge.net\"):\n", + " return True \n", + " return False" + ] + }, + { + "cell_type": "code", + "execution_count": 100, "id": "d449164e-1d28-4580-9eb1-f0f69978f114", "metadata": {}, "outputs": [ @@ -51,18 +80,25 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_22429/86623999.py:36: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/2662409405.py:41: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " mid_comment_phab_df['is_relevant'] = mid_comment_phab_df['conversation_id'].isin(relevant_conversation_ids)\n" + " mid_comment_phab_df['is_relevant'] = mid_comment_phab_df['conversation_id'].isin(relevant_conversation_ids)\n", + "/tmp/ipykernel_13098/2662409405.py:44: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " mid_comment_phab_df['is_migrated'] = mid_comment_phab_df['conversation_id'].isin(migrated_conversation_ids)\n" ] } ], "source": [ "#find gerrit phab PHID: PHID-USER-idceizaw6elwiwm5xshb\n", "phab_df['isGerrit'] = phab_df['AuthorPHID'] == 'PHID-USER-idceizaw6elwiwm5xshb'\n", + "\n", "#cleaning df\n", "phab_df['id'] = phab_df.index + 1\n", "#may have to build out the reply_to column \n", @@ -78,20 +114,21 @@ "\n", "# after 12-1-2012 before 12-1-2013\n", "phab_df['timestamp'] = pd.to_datetime(phab_df['date_created'], unit='s', origin='unix', utc=True)\n", - "#filtered_phab_df = phab_df[(phab_df['date_created'] < 1385856000) & (phab_df['date_created'] > 1354320000)]\n", - "filtered_phab_df = phab_df[(phab_df['date_created'] < 1381691276) & (phab_df['date_created'] > 1379099276)]\n", + "filtered_phab_df = phab_df[(phab_df['date_created'] < 1385856000) & (phab_df['date_created'] > 1354320000)]\n", + "#filtered_phab_df = phab_df[(phab_df['date_created'] < 1381691276) & (phab_df['date_created'] > 1379975444)]\n", "\n", "#removing headless conversations\n", "task_phab_df = filtered_phab_df[filtered_phab_df['comment_type']==\"task_description\"]\n", "headed_task_phids = task_phab_df['conversation_id'].unique()\n", "filtered_phab_df = filtered_phab_df[filtered_phab_df['conversation_id'].isin(headed_task_phids)]\n", "\n", - "#TODO: filter out the sourceforge migration \n", - "# Originally from: http://sourceforge.net in the task task_summary\n", - "\n", "#removing gerrit comments \n", "mid_comment_phab_df = filtered_phab_df[filtered_phab_df['meta.gerrit'] != True]\n", "\n", + "# filter out the sourceforge migration \n", + "# Originally from: http://sourceforge.net in the task task_summary\n", + "migrated_conversation_ids = task_phab_df[task_phab_df['comment_text'].apply(is_migrated)]['conversation_id'].unique()\n", + "\n", "#cut down to only the data that is relevant (mentions http)\n", "relevant_conversation_ids = task_phab_df[\n", " task_phab_df['comment_text'].apply(http_relevant) |\n", @@ -101,13 +138,17 @@ "task_phab_df['is_relevant'] = task_phab_df['conversation_id'].isin(relevant_conversation_ids)\n", "mid_comment_phab_df['is_relevant'] = mid_comment_phab_df['conversation_id'].isin(relevant_conversation_ids)\n", "\n", - "comment_phab_df = mid_comment_phab_df[mid_comment_phab_df['is_relevant'] == True]\n", + "task_phab_df['is_migrated'] = task_phab_df['conversation_id'].isin(migrated_conversation_ids)\n", + "mid_comment_phab_df['is_migrated'] = mid_comment_phab_df['conversation_id'].isin(migrated_conversation_ids)\n", + "\n", + "comment_phab_df = mid_comment_phab_df[(mid_comment_phab_df['is_relevant'] == True) & (mid_comment_phab_df['is_migrated'] != True)]\n", + "task_phab_df = task_phab_df[(task_phab_df['is_relevant'] == True) & (task_phab_df['is_migrated'] != True)]\n", "#comment_phab_df = mid_comment_phab_df" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 101, "id": "942344db-c8f5-4ed6-a757-c97f8454f18b", "metadata": {}, "outputs": [ @@ -115,9 +156,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Unique conversation_ids: 96\n", - "Unique ids: 361\n", - "Unique speakers: 47\n" + "Unique conversation_ids: 382\n", + "Unique ids: 1838\n", + "Unique speakers: 189\n" ] } ], @@ -133,7 +174,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 102, "id": "d226d781-b002-4842-a3ae-92d4851a5878", "metadata": {}, "outputs": [], @@ -150,7 +191,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 103, "id": "3ae40d24-bbe8-49c3-a3a9-70bde1b4d559", "metadata": {}, "outputs": [ @@ -158,7 +199,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_22429/2783900859.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/2783900859.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", @@ -183,7 +224,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 104, "id": "a8469b16-4ae6-4b06-bf1b-1f2f6c736cab", "metadata": {}, "outputs": [], @@ -212,7 +253,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 105, "id": "8b9a12f9-71bf-4bc9-bcfd-c73aab4be920", "metadata": {}, "outputs": [ @@ -220,7 +261,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_22429/2805711855.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/2805711855.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", @@ -245,424 +286,39 @@ }, { "cell_type": "code", - "execution_count": 21, - "id": "370a2767-04f8-4d0b-9b94-9c6a0b408822", + "execution_count": 106, + "id": "e3364ab1-1879-4b89-8b3b-6ab5449fccfa", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "2612 Recently (starting maybe 2 days ago), some goo...\n", - "2989 Although the \"Always use a secure connection w...\n", - "3080 Originally from: http://sourceforge.net/p/pywi...\n", - "3084 Originally from: http://sourceforge.net/p/pywi...\n", - "3096 Originally from: http://sourceforge.net/p/pywi...\n", + "114 After last update via SVN bot does not work, s...\n", + "156 Timestamp has been changed since 27th septembe...\n", + "176 **Author:** `happy.melon.wiki`\\n\\n**Descriptio...\n", + "246 Steps to reproduce\\n1) Login to translatewiki....\n", + "370 Recently, several refs are not accessible thro...\n", " ... \n", - "44209 Originally from: http://sourceforge.net/p/pywi...\n", - "44217 Originally from: http://sourceforge.net/p/pywi...\n", - "44265 Originally from: http://sourceforge.net/p/pywi...\n", - "44277 Originally from: http://sourceforge.net/p/pywi...\n", - "44316 Originally from: http://sourceforge.net/p/pywi...\n", - "Name: comment_text, Length: 96, dtype: object" + "45008 We have reports that since the HTTPS enabling,...\n", + "45245 ssh is quite painful over a slow and/or lossy ...\n", + "45299 The problem:\\nEspecially during lightning depl...\n", + "45372 There are many pages for which VisualEditor is...\n", + "46077 **Author:** `ka.hing.chan`\\n\\n**Description:**...\n", + "Name: comment_text, Length: 382, dtype: object" ] }, - "execution_count": 21, + "execution_count": 106, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "comment_phab_df[comment_phab_df['comment_type'] == 'task_description']['comment_text']" + "task_phab_df['comment_text']" ] }, { "cell_type": "code", - "execution_count": 32, - "id": "5f138688-3d1a-4a27-b16d-d8aa438dafea", - "metadata": {}, - "outputs": [ - { - "ename": "KeyError", - "evalue": "44", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "File \u001b[0;32m/gscratch/scrubbed/mjilg/envs/jupyter3-notebook/lib/python3.9/site-packages/pandas/core/indexes/base.py:3805\u001b[0m, in \u001b[0;36mIndex.get_loc\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 3804\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m-> 3805\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_engine\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_loc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcasted_key\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 3806\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m err:\n", - "File \u001b[0;32mindex.pyx:167\u001b[0m, in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n", - "File \u001b[0;32mindex.pyx:196\u001b[0m, in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n", - "File \u001b[0;32mpandas/_libs/hashtable_class_helper.pxi:2606\u001b[0m, in \u001b[0;36mpandas._libs.hashtable.Int64HashTable.get_item\u001b[0;34m()\u001b[0m\n", - "File \u001b[0;32mpandas/_libs/hashtable_class_helper.pxi:2630\u001b[0m, in \u001b[0;36mpandas._libs.hashtable.Int64HashTable.get_item\u001b[0;34m()\u001b[0m\n", - "\u001b[0;31mKeyError\u001b[0m: 44", - "\nThe above exception was the direct cause of the following exception:\n", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[32], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mcomment_phab_df\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mcomment_text\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m44\u001b[39;49m\u001b[43m]\u001b[49m\n", - "File \u001b[0;32m/gscratch/scrubbed/mjilg/envs/jupyter3-notebook/lib/python3.9/site-packages/pandas/core/series.py:1121\u001b[0m, in \u001b[0;36mSeries.__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 1118\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_values[key]\n\u001b[1;32m 1120\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m key_is_scalar:\n\u001b[0;32m-> 1121\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_get_value\u001b[49m\u001b[43m(\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1123\u001b[0m \u001b[38;5;66;03m# Convert generator to list before going through hashable part\u001b[39;00m\n\u001b[1;32m 1124\u001b[0m \u001b[38;5;66;03m# (We will iterate through the generator there to check for slices)\u001b[39;00m\n\u001b[1;32m 1125\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_iterator(key):\n", - "File \u001b[0;32m/gscratch/scrubbed/mjilg/envs/jupyter3-notebook/lib/python3.9/site-packages/pandas/core/series.py:1237\u001b[0m, in \u001b[0;36mSeries._get_value\u001b[0;34m(self, label, takeable)\u001b[0m\n\u001b[1;32m 1234\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_values[label]\n\u001b[1;32m 1236\u001b[0m \u001b[38;5;66;03m# Similar to Index.get_value, but we do not fall back to positional\u001b[39;00m\n\u001b[0;32m-> 1237\u001b[0m loc \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_loc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mlabel\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1239\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_integer(loc):\n\u001b[1;32m 1240\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_values[loc]\n", - "File \u001b[0;32m/gscratch/scrubbed/mjilg/envs/jupyter3-notebook/lib/python3.9/site-packages/pandas/core/indexes/base.py:3812\u001b[0m, in \u001b[0;36mIndex.get_loc\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 3807\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(casted_key, \u001b[38;5;28mslice\u001b[39m) \u001b[38;5;129;01mor\u001b[39;00m (\n\u001b[1;32m 3808\u001b[0m \u001b[38;5;28misinstance\u001b[39m(casted_key, abc\u001b[38;5;241m.\u001b[39mIterable)\n\u001b[1;32m 3809\u001b[0m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28many\u001b[39m(\u001b[38;5;28misinstance\u001b[39m(x, \u001b[38;5;28mslice\u001b[39m) \u001b[38;5;28;01mfor\u001b[39;00m x \u001b[38;5;129;01min\u001b[39;00m casted_key)\n\u001b[1;32m 3810\u001b[0m ):\n\u001b[1;32m 3811\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m InvalidIndexError(key)\n\u001b[0;32m-> 3812\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(key) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01merr\u001b[39;00m\n\u001b[1;32m 3813\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m:\n\u001b[1;32m 3814\u001b[0m \u001b[38;5;66;03m# If we have a listlike key, _check_indexing_error will raise\u001b[39;00m\n\u001b[1;32m 3815\u001b[0m \u001b[38;5;66;03m# InvalidIndexError. Otherwise we fall through and re-raise\u001b[39;00m\n\u001b[1;32m 3816\u001b[0m \u001b[38;5;66;03m# the TypeError.\u001b[39;00m\n\u001b[1;32m 3817\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_check_indexing_error(key)\n", - "\u001b[0;31mKeyError\u001b[0m: 44" - ] - } - ], - "source": [ - "comment_phab_df['comment_text'][44]" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "id": "f61845ce-d91f-4b06-9039-b507905cb972", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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task_titlecomment_textdate_createdspeakermeta.affilconversation_idcomment_typestatusmeta.gerritidreply_totimestampis_relevantprocessed_textdependency_tree
0?embedplayer=yes broken for videos with width ...Ni!\\n\\nI am experiencing an unresponsive black...1383189120PHID-USER-wr7prgh3p37xrvbdr6w5FalsePHID-TASK-lfhsyqihbylzxoeftr7mtask_descriptionresolvedFalse1NaN2013-10-31 03:12:00+00:00FalseNi!\\n\\nI am experiencing an unresponsive black...[(Ni, Ni, nsubj, experiencing, [experiencing],...
1?embedplayer=yes broken for videos with width ...**mdale** wrote:\\n\\n@Ryan, I just mean you wil...1383856310PHID-USER-ynivjflmc2dcl6w5ut5vFalsePHID-TASK-lfhsyqihbylzxoeftr7mtask_subcommentNaNFalse21.02013-11-07 20:31:50+00:00Falsemdale wrote:\\n\\n@Ryan, I just mean you wil...[( , , dep, mdale, [mdale, wrote], [ ], []...
2?embedplayer=yes broken for videos with width ...Ni!\\n\\n=) Thanks everyone for helping verify a...1383796532PHID-USER-wr7prgh3p37xrvbdr6w5FalsePHID-TASK-lfhsyqihbylzxoeftr7mtask_subcommentNaNFalse32.02013-11-07 03:55:32+00:00FalseNi!\\n\\n=) Thanks everyone for helping verify a...[(Ni, Ni, ROOT, Ni, [], [Ni, !, \\n\\n], [!]), (...
3?embedplayer=yes broken for videos with width ...> So putting it back to 200px specifically for...1383776933PHID-USER-a5pveeqqwaddgfjiv2fqFalsePHID-TASK-lfhsyqihbylzxoeftr7mtask_subcommentNaNFalse43.02013-11-06 22:28:53+00:00False> So putting it back to 200px specifically for...[(>, >, dep, seem, [seem], [>], []), (So, so, ...
4?embedplayer=yes broken for videos with width ...Many thanks to Brian and Mark for their fine w...1383775629PHID-USER-dbudsaorcqut7sg3vvbiFalsePHID-TASK-lfhsyqihbylzxoeftr7mtask_subcommentNaNFalse54.02013-11-06 22:07:09+00:00FalseMany thanks to Brian and Mark for their fine w...[(Many, many, amod, thanks, [thanks], [Many], ...
................................................
46297Add Taiwan in Chinese to the monuments database**romaine.wiki** wrote:\\n\\nhttps://commons.wik...1377925197PHID-USER-ynivjflmc2dcl6w5ut5vFalsePHID-TASK-ze253b4m6dtco37373fctask_subcommentNaNFalse4629846297.02013-08-31 04:59:57+00:00Falseromaine.wiki wrote:\\n\\n[( , , dep, romaine.wiki, [romaine.wiki, wr...
46298Add Taiwan in Chinese to the monuments databaseWe're playing with the templates on https://zh...1377632023PHID-USER-bdyms27sdtgdvjm7zfz4FalsePHID-TASK-ze253b4m6dtco37373fctask_subcommentNaNFalse4629946298.02013-08-27 19:33:43+00:00FalseWe're playing with the templates on Dennis ...[(We, we, nsubj, playing, [playing, seems], [W...
46299Add Taiwan in Chinese to the monuments databaseThe links are all listed on https://commons.wi...1377427853PHID-USER-bdyms27sdtgdvjm7zfz4FalsePHID-TASK-ze253b4m6dtco37373fctask_subcommentNaNFalse4630046299.02013-08-25 10:50:53+00:00FalseThe links are all listed on . The Unique Iden...[(The, the, det, links, [links, listed], [The]...
46300Add Taiwan in Chinese to the monuments databaseLooks like some lists are available, but not i...1376771718PHID-USER-cw4amt4ewxdze5qcjdcaFalsePHID-TASK-ze253b4m6dtco37373fctask_subcommentNaNFalse4630146300.02013-08-17 20:35:18+00:00FalseLooks like some lists are available, but not i...[(Looks, look, ROOT, Looks, [], [Looks, like, ...
46301Add Taiwan in Chinese to the monuments databaseWe already have a lot of sources in the monume...1376423842PHID-USER-cw4amt4ewxdze5qcjdcaFalsePHID-TASK-ze253b4m6dtco37373fctask_subcommentNaNFalse4630246301.02013-08-13 19:57:22+00:00FalseWe already have a lot of sources in the monume...[(We, we, nsubj, have, [have], [We], []), (alr...
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The Unique Iden... \n", - "46300 Looks like some lists are available, but not i... \n", - "46301 We already have a lot of sources in the monume... \n", - "\n", - " dependency_tree \n", - "0 [(Ni, Ni, nsubj, experiencing, [experiencing],... \n", - "1 [( , , dep, mdale, [mdale, wrote], [ ], []... \n", - "2 [(Ni, Ni, ROOT, Ni, [], [Ni, !, \\n\\n], [!]), (... \n", - "3 [(>, >, dep, seem, [seem], [>], []), (So, so, ... \n", - "4 [(Many, many, amod, thanks, [thanks], [Many], ... \n", - "... ... \n", - "46297 [( , , dep, romaine.wiki, [romaine.wiki, wr... \n", - "46298 [(We, we, nsubj, playing, [playing, seems], [W... \n", - "46299 [(The, the, det, links, [links, listed], [The]... \n", - "46300 [(Looks, look, ROOT, Looks, [], [Looks, like, ... \n", - "46301 [(We, we, nsubj, have, [have], [We], []), (alr... \n", - "\n", - "[26300 rows x 15 columns]" - ] - }, - "execution_count": 36, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "comment_phab_df" - ] - }, - { - "cell_type": "code", - "execution_count": 27, + "execution_count": 107, "id": "a3f5d40b-f56e-4e31-a7f9-40b7ddb4d2a4", "metadata": {}, "outputs": [], @@ -725,7 +381,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 108, "id": "828fb57a-e152-42ef-9c60-660648898532", "metadata": {}, "outputs": [ @@ -733,25 +389,25 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_11370/2858732056.py:2: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/2858732056.py:2: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " comment_phab_df['avg_vad_scores'] = comment_phab_df['dependency_tree'].apply(vad_scoring)\n", - "/tmp/ipykernel_11370/2858732056.py:3: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/2858732056.py:3: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " comment_phab_df['dominant_wc'] = comment_phab_df['dependency_tree'].apply(dominance_prevail)\n", - "/tmp/ipykernel_11370/2858732056.py:4: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/2858732056.py:4: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " comment_phab_df['arousal_wc'] = comment_phab_df['dependency_tree'].apply(arousal_prevail)\n", - "/tmp/ipykernel_11370/2858732056.py:5: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/2858732056.py:5: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", @@ -770,7 +426,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 109, "id": "27e47f6f-0257-4b70-b222-e91ef888c900", "metadata": {}, "outputs": [ @@ -778,19 +434,19 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_11370/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/335308388.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " comment_phab_df[['average_v_score', 'average_a_score', 'average_d_score']] = pd.DataFrame(comment_phab_df['avg_vad_scores'].tolist(), index=comment_phab_df.index)\n", - "/tmp/ipykernel_11370/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/335308388.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " comment_phab_df[['average_v_score', 'average_a_score', 'average_d_score']] = pd.DataFrame(comment_phab_df['avg_vad_scores'].tolist(), index=comment_phab_df.index)\n", - "/tmp/ipykernel_11370/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/335308388.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", @@ -806,7 +462,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 110, "id": "184ccbe6-0a7a-41b8-9b02-bc439ff975d0", "metadata": {}, "outputs": [], @@ -860,7 +516,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 39, "id": "82498686-14f4-40c8-9e33-27b31f115b47", "metadata": {}, "outputs": [], @@ -873,7 +529,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 111, "id": "82cd9dde-0d14-4de5-8482-5a39de8d2869", "metadata": {}, "outputs": [ @@ -881,13 +537,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_11370/1702682277.py:7: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", + "/tmp/ipykernel_13098/1702682277.py:7: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", " task_phab_df['week'] = task_phab_df['timestamp'].dt.to_period('W').dt.start_time\n" ] }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -924,7 +580,7 @@ "#sns.lineplot(x=aff_new_tasks.index, y=aff_new_tasks.values, color='#c7756a',linestyle=\"dotted\", label=\"WMF-affiliated new authors\", marker='x')\n", "#sns.lineplot(x=unaff_new_tasks.index, y=unaff_new_tasks.values, color='#5da2d8', linestyle=\"dotted\", label=\"Nonaffiliated new authors\", marker='x')\n", "\n", - "plt.title('New Phabricator Tasks Indexed with HTTPS')\n", + "plt.title('New Relevant Phabricator Tasks Indexed with HTTPS')\n", "plt.xlabel('Timestamp')\n", "plt.ylabel('Unique taskPHIDs')\n", "plt.xticks(rotation=45)\n", @@ -938,7 +594,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 112, "id": "9a9b08a7-6c95-4971-b259-8e713c58fbe7", "metadata": {}, "outputs": [ @@ -946,23 +602,23 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_11370/3743952880.py:4: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/3506948764.py:4: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " unaff_tasks_phab_df['speakers_task'] = unaff_tasks_phab_df.groupby('speaker')['timestamp'].rank(method='first').astype(int)\n", - "/tmp/ipykernel_11370/3743952880.py:17: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", + "/tmp/ipykernel_13098/3506948764.py:17: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", " unaff_tasks_phab_df['week'] = unaff_tasks_phab_df['timestamp'].dt.to_period('W').dt.start_time\n", - "/tmp/ipykernel_11370/3743952880.py:18: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + "/tmp/ipykernel_13098/3506948764.py:18: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", " weekly_breakdown = unaff_tasks_phab_df.groupby(['week', 'task_bins']).size().unstack(fill_value=0)\n", - "/tmp/ipykernel_11370/3743952880.py:20: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + "/tmp/ipykernel_13098/3506948764.py:20: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", " speaker_breakdown = unaff_tasks_phab_df.groupby(['week', 'task_bins']).nunique()['speaker'].unstack(fill_value=0)\n" ] }, { "data": { - "image/png": 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", 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k6eGHH5a/v78GDhyojh07qlmzZnc9IPeKFSt06NAhdevWTYGBgdqzZ49mzJihPXv26LfffpOTk5OefPJJ/fnnn/rqq6/03nvvWZ9ZSbfNjh07Vq+//rratWunZ599Vn///bc++OAD1a1bVzt37rRuC/rf//6n3r17q2bNmhowYIAOHTqkli1bKk+ePCpcuPBd7cfWrVu1ceNGdejQQQ888IAOHz6sadOmqX79+tq7d6/1vhs5cqTGjx9vXc8xMTHatm2bduzYocceeyzVdad3zUnSlStXtHLlStWtW1dFihTJcO0zZ87UtWvX1KtXL2usoz179qhWrVoqVKiQXnnlFXl5eWnevHlq3bq1vvvuOz3xxBOSMnY9lS5dWqNHj9Ybb7yhXr16qU6dOpKkmjVrpliPMUYtW7bUqlWr1KNHD1WoUEHLly/XkCFDdOLECb333nsO7devX68FCxaoT58+8vHx0fvvv6+nnnpKR48eVd68edPd/7Fjx8rJyUlDhw7V2bNnNXnyZDVq1EiRkZHy9PRU586dNXr0aH3zzTcOt6xev35d8+fP11NPPSUPD48U153Zc5LV+57ee0e6eZvuvHnz1K9fP+XLly/dQefbtWun0NBQjR8/Xr/99pvef/99/fvvv8kC8PSkV9uzzz6r2bNnq02bNnrppZe0efNmjR8/Xvv27dPChQsd1nXgwAF17NhRvXv3Vs+ePVWqVKlM1ZLkypUrqlevnk6cOKHevXurSJEi2rhxo4YNG6ZTp05ZD3tI8uWXX+rSpUvq3bu3nJyc9Pbbb+vJJ5/UoUOH7ug2Zenu3o8AcljOddICcD8pW7asefTRR5NN37Nnj5Fkpk+fbk2LiooylSpVMpKsn6JFi5r9+/dnaFteXl6me/fuyab/9NNPRpJZtmxZqjVmRXfzMWPGGElm5cqV1rRvv/3WSDJr165N1r5t27YmMDAwxXVl9NYMd3d361jlzZvXvP/++xmqNbXb91q3bm3c3NzMX3/9ZU07efKk8fHxMXXr1k1znUm3DRw9ejTZvKpVq5pHHnnEGHPzdgZ/f3/TsGFDhzbnzp0zXl5eRpLZtm1bhvbjq6++crheqlSpYn7//fdk+3on10VaoqKijIeHh+ncuXOWbCsj12Dv3r2t/cyVK5dp06aNOX/+fLq1Jm17zpw5xhhjTp06ZSSZNWvWmEuXLhlnZ2fz008/GWNu3qooyYwdO9YYY8y6deuMJDN37lyHdS5btsxh+qVLl4y/v7/p2bOnQ7vTp08bPz8/h+m33kq1fv164+vra5o3b26uXbvmsOztt4AtX77cSDJLly51aPfwww+ne+zu5Pa9kJCQZO/ds2fPGnd3d/PSSy9Z065du5bsVt7o6Gjj7u5uRo8e7TBdUrLb91KrbebMmclquv2YJC176+dESrfZJL1Pbt2X1G7zOXz4sHF2draugSS7d+82Li4u1vTr16+bAgUKmAoVKjjcDjNjxgwj6a5v30tpPzZt2mQkmc8//9yaVr58edO8efM015/Ra+52u3btMpLMiy++mKH9SDofvr6+5uzZsw7zGjZsaB566CGHbSYmJpqaNWuaEiVKWNMyej2l9TsiIiLChISEWK8XLVpkJJk333zToV2bNm2Mk5OTOXjwoDVNknFzc3OYlnQcPvjggzT3P+n2vUKFCjncVjdv3jwjyUyZMsWaVqNGDVO9enWH5RcsWGAkmVWrVqW6jcyek+zY97RukUv6fN6zZ0+K8269xpNu32vZsqVDuz59+jjcQp3S+zy1daZWW2RkpJFknn32WYfpgwcPNpLMr7/+ak1L+uy7k9+Nt/8uGzNmjPHy8jJ//vmnQ7tXXnnFODs7W/9eSNrHvHnzOvxe+/77740k88MPP1jTUrs9+PbrPivejwByFrfvAcgSV69eTXGg3qS/gl69etWa5uPjo7Jly6pv375asGCBPvroI924cUOtW7fO0COTM7OtrLZ27VqNGjVK7dq106OPPupQk6RU67rbmpYuXaolS5bo3XffVZEiRXT58uU7XldCQoJ+/vlntW7dWkWLFrWmBwUF6emnn9b69esVExOT6vIZ3ddcuXKpd+/eWrlypYYNG6aoqCht375d7dq10/Xr1x3WlZ4GDRpoxYoV+vbbb/Xcc8/J1dU12THI6uviypUratu2rTw9PfXWW29l67ZuNWDAAK1YsUKzZ89W06ZNlZCQYB2vtNSsWVO5cuXS+vXrJcnq3VS1alV5e3vr4Ycftm7hS/pv0iDn3377rfz8/PTYY4/p3Llz1k/lypXl7e2tVatWSbrZO+fChQvq2LGjQztnZ2dVr17danerVatWKTw8XA0bNtSCBQvSHNBbkho1aqTg4GDNnTvXmvbHH3/o999/1zPPPJOBI5h5ZcqUsXqhSDd7HJQqVUqHDh2yprm7u1u9yhISEvTPP//I29tbpUqVyvATHrPSrb1+rl27pnPnzumRRx6RpAzVs2DBAiUmJqpdu3YO5zIwMFAlSpSwzuW2bdt09uxZPffccw634Xbt2lV+fn5Zuh/x8fH6559/VLx4cfn7+zvsh7+/v/bs2aOoqKh015nZay7p8y6lW8TS8tRTTzn0nDl//rx+/fVXtWvXTpcuXbKO6T///KPw8HBFRUXpxIkTkrLnelqyZImcnZ3Vv39/h+kvvfSSjDEOD9yQbr7XknrPSjd79Pn6+jpc92np0qWLwzFr06aNgoKCtGTJEoc2mzdv1l9//WVNmzt3rgoXLqx69eqluu7MnhO7912S6tWrpzJlymS4fd++fR1ev/DCC1btWSVpXYMGDXKY/tJLL0mSfvrpJ4fpYWFhCg8Pv+vtfvvtt6pTp44CAgIcPk8aNWqkhIQErV271qF9+/btFRAQYL1O+vzNzPG/3d28HwHkLG7fA5AlPD09UxyzJ2m8hKQvHjdu3FCjRo2sp7YladSokcqWLauJEydqwoQJun79us6fP++wrvz588vZ2TnD28qotLZ1q/379+uJJ55QuXLl9OmnnzrMS9pmanVltqbbNWjQQJLUtGlTtWrVSuXKlZO3t7fDLREZ9ffff+vKlSspdtMvXbq0EhMTdezYMeu2pdtlZl9Hjx6tc+fO6e2337aCncaNG6tHjx6aPn26dQvT33//7fBob29vb4fbmwoWLGiNQ9amTRuNGzdOjz32mKKioqzb/zJ6XaS3Lenml8QOHTpo7969Wrp0abKnHGb1NXirBx98UA8++KCkm1/oGjdurBYtWmjz5s1pPnLb399fZcuWdQieKlasaNVSs2ZNh3lubm7W7bVRUVG6ePGiChQokOK6z549a7WT5BDI3ur223evXbum5s2bq3Llypo3b16GnkiVK1cuderUSdOmTdOVK1eUO3duzZ07Vx4eHmrbtm26y2fE7ccxpduDAgICHMbTSkxM1JQpU/TRRx8pOjra4RrKyK1OWe38+fMaNWqUvv76a+v8JLl48WK6y0dFRckYk+pTKZNuoTly5IgkJWvn6urqEGrfqatXr2r8+PGaOXOmTpw44TD+z637MXr0aLVq1UolS5ZUuXLl1KRJE3Xu3FkPP/yww/ru5JpLum5vHTcuI259mqV08zZQY4xef/11vf766ykuc/bsWRUqVChbrqcjR44oODg4WZBTunRpa/6tMnLdp+X2a8LJyUnFixd3GA+sffv2GjBggObOnas33nhDFy9e1I8//qiBAwem+XmW2XNi975Lyc9/em4/XsWKFVOuXLnSHE8us44cOaJcuXI53NouSYGBgfL39092HDK7D6mJiorS77//nuoTdW//jLr9+CcFVJk5/re7m/cjgJxFKAUgSwQFBaX4F6dTp05JkvWlfu3atfrjjz80adIkh3YlSpRQ6dKlrS/NGzdutIKYJNHR0QoNDVVQUJC13rS2lVFpbSvJsWPH1LhxY/n5+WnJkiXJ/uEbFBTkUMPtdWW2prQUK1ZMFStW1Ny5c+8olLpbt+7r7ePJnDp1ygo6pJtjan366acaO3as/vzzTxUsWFAlS5bU008/7fAP56pVqzr8Y3nEiBEpDhSbpE2bNho+fLi+//579e7d26orI9dFRrbVs2dP/fjjj5o7d26KAUxWX4NpadOmjXr37q0///wz3fE+ateurenTp+vChQvasGGDw9gzNWvW1Geffab4+HitX79elStXtnp2JSYmqkCBAg69k26V9EUjacDaOXPmpDgW2O0BQNJA8d9//72WLVumxx9/PEP73KVLF02cOFGLFi1Sx44d9eWXX+rxxx9Pt2dOej3Vrly54tAuye0BdJJbA5Jx48bp9ddfV/fu3TVmzBjlyZNHuXLl0oABAxwG8rVLu3bttHHjRg0ZMkQVKlSQt7e3EhMT1aRJkwzVk5iYKCcnJy1dujTF/b/bMa8y6oUXXtDMmTM1YMAA1ahRQ35+fnJyclKHDh0c9qNu3br666+/9P333+vnn3/Wp59+qvfee0/Tp0/Xs88+a7W7k2uuePHicnFx0e7duzNV++3hc1K9gwcPTrX3SdJn3r1wPWXkur9bAQEBevzxx61Qav78+YqLi0u31+OdnpOMyop9v9s/Nt0eyqUW0t0aWN7pulNzt/uQJDExUY899phefvnlFOeXLFnS4XVGjn/SQyNul9rxuJv3I4CcRSgFIEtUqFBBq1atUkxMjENvic2bN1vzJenMmTOSUv5HRXx8vG7cuCHp5hPabn+qUtKX4AoVKmjdunVKTEx0GGh68+bNyp07d7J//KQnrW1JNwcZb9y4seLi4rRy5UorlLlVuXLl5OLiom3btqldu3bW9OvXrysyMtJhWla4evVquk+Tk1L+h2n+/PmVO3duHThwINm8/fv3K1euXGkOXpx0Lrdt2+YQQJ08eVLHjx9PcbD6W3s6JSQkaPXq1apevbr1xXfu3LkOQUJ6PTCS2t7akyKj10V62xoyZIhmzpypyZMnq2PHjqkeg6y8BtOS0r6mpnbt2po2bZp++eUX7dy503pCk3QzlLp69ap++uknHTp0SE899ZQ1r1ixYvrll19Uq1atNL+kJN3uUqBAATVq1CjdepKenNWqVSu1bdtWS5cuTfFpSrcrV66cFbw+8MADOnr0qEPPytSkdW1LNwf1zZ07d7KnLGbE/Pnz1aBBA/3vf/9zmH7hwoU7Wt/d+Pfff7Vy5UqNGjVKb7zxhjU9pVvbUvtyWqxYMRljFBYWlub1mvTUwKioKIeANj4+XtHR0Spfvvyd7oakm8c1IiJC7777rjXt2rVrKT5xMk+ePOrWrZu6deum2NhY1a1bVyNHjnQIpe7kmsudO7ceffRR/frrrzp27NgdD96e9Fni6uqa7vsjo9dTRsMF6ea5+uWXX3Tp0iWHP5zs37/fmp+Vbr/ejDE6ePBgst5rXbp0UatWrbR161bNnTtXFStWTLUnbpLMnpPs2PfMHPuMiIqKcujNc/DgQSUmJlp/AEvqLXT7tX9776a0agsJCVFiYqKioqKsXmLSzX97XbhwIcuvgSTFihVTbGxshn4vZFRAQECKt/OldDxSkpn3I4CcxZhSALJEmzZtlJCQoBkzZljT4uLiNHPmTFWvXt36B2XSl5+vv/7aYfkdO3bowIEDqlixoqSb/xhp1KiRw09S74Y2bdrozJkzWrBggbX8uXPn9O2336pFixbpjh9yu7S2dfnyZTVr1kwnTpzQkiVLUr3Vxc/PT40aNdIXX3zhcLvBnDlzFBsbe0e3Hd24cSPFruxbtmzR7t27kz39LiVeXl7J/oHr7Oysxo0b6/vvv3e4beDMmTP68ssvVbt27WS3Yd2qbNmyevDBBzVjxgyHcHHatGlycnJSmzZt0qzpnXfe0alTp6wxLiSpVq1aDsc/6R+T586dS/EvpUm3T956DDJ6XaS2LUmaOHGi3nnnHb366qt68cUXU92HrL4GpeS3N0g3v/h//vnn8vT0zNDYJUljRE2aNEnx8fEOPaWSehm+/fbbDm2lm71uEhISNGbMmGTrvHHjhnUNhYeHy9fXV+PGjVN8fHyytik9+t3NzU0LFixQ1apV1aJFC23ZsiXd/ZCkzp076+eff9bkyZOVN29eNW3aNN1lkq7tH374QUePHnWYd/ToUf3www9q3Lhxqn+lT2/dt1+L3377bY6MSZJU/+313P6EK+nmZ4CU/Ivuk08+KWdnZ40aNSrZeowx+ueffyTdfI/lz59f06dPdxjbbNasWSkGR5mV0nH94IMPkv3hIqmeJN7e3ipevHiK4fydXHMjRoyQMUadO3dWbGxssvnbt2/X7Nmz01xHgQIFVL9+fX388ccp9qS89f2R0esptfOXkmbNmikhIUEffvihw/T33ntPTk5OGXoPZcbnn3/u8Ptu/vz5OnXqVLLtNG3aVPny5dOECRO0Zs2aDI8Nl5lzkh37npljnxFTp051eJ0UtCfV5uvrq3z58iUbf+mjjz7KcG3NmjWTlPyzIKl3evPmze+s+HS0a9dOmzZt0vLly5PNu3DhgvUHx8woVqyY9u/f7/C+2bVrl9WjPj2ZeT8CyFn0lAKQJapXr662bdtq2LBhOnv2rIoXL67Zs2fr8OHDDn8Jrly5sh577DHNnj1bMTExaty4sU6dOqUPPvhAnp6eGjBgQLrbatOmjR555BF169ZNe/fuVb58+fTRRx8pISFBo0aNcmi7du1a6x94f//9ty5fvqw333xT0s3bQerWrZvmtjp16qQtW7aoe/fu2rdvn/bt22fN8/b2VuvWra3XY8eOVc2aNVWvXj316tVLx48f17vvvqvGjRurSZMmDuv98MMPdeHCBZ08eVKS9MMPP+j48eOSbt7O4ufnp9jYWBUuXFjt27dX2bJl5eXlpd27d2vmzJny8/NLdYyEW1WuXFm//PKLJk2apODgYIWFhal69ep68803tWLFCtWuXVt9+vSRi4uLPv74Y8XFxVmhRVomTpyoli1bqnHjxurQoYP++OMPffjhh3r22Wcd/jr7xRdf6LvvvlPdunXl7e2tX375RfPmzdOzzz7r0FMnNV988YWmT59uDcp+6dIlLV++XCtWrFCLFi0cem5k5rpIycKFC/Xyyy9bt5J+8cUXDvMfe+wxh3Gtsvoa7N27t2JiYlS3bl0VKlRIp0+f1ty5c7V//369++67GbqdqkiRIipcuLA2bdqk0NDQZLcR1qxZU999952cnJxUq1Yta3q9evXUu3dvjR8/XpGRkWrcuLFcXV0VFRWlb7/9VlOmTFGbNm3k6+uradOmqXPnzqpUqZI6dOig/Pnz6+jRo/rpp59Uq1atZF8KpZu3Vfz444969NFH1bRpU61Zs0blypVLc1+efvppvfzyy1q4cKGef/75DD8mfNy4cXrkkUdUqVIl9erVS6GhoTp8+LBmzJghJycnjRs3LkPrud3jjz+u0aNHq1u3bqpZs6Z2796tuXPnZsm4Spnl6+urunXr6u2331Z8fLwKFSqkn3/+WdHR0cnaVq5cWZI0fPhwdejQQa6urmrRooWKFSumN998U8OGDdPhw4fVunVr+fj4KDo6WgsXLlSvXr00ePBgubq66s0331Tv3r316KOPqn379oqOjtbMmTOzZN8ff/xxzZkzR35+fipTpow2bdqkX375Jdm4SmXKlFH9+vVVuXJl5cmTR9u2bdP8+fNTvYU5s9dczZo1NXXqVPXp00cPPvigOnfurBIlSujSpUtavXq1Fi9ebL1v0zJ16lTVrl1bDz30kHr27KmiRYvqzJkz2rRpk44fP65du3ZZ+52R66lYsWLy9/fX9OnT5ePjIy8vL1WvXj3FsYBatGihBg0aaPjw4Tp8+LDKly+vn3/+Wd9//70GDBjgMLB3VsiTJ49q166tbt266cyZM5o8ebKKFy+unj17OrRzdXVVhw4d9OGHH8rZ2TnVHqi3y8w5yY59T+29kxQIZVZ0dLRatmypJk2aaNOmTfriiy/09NNPO/Q2fPbZZ/XWW2/p2WefVZUqVbR27Vr9+eefGa6tfPnyioiI0IwZM3ThwgXVq1dPW7Zs0ezZs9W6detkQxVklSFDhmjx4sV6/PHH1bVrV1WuXFmXL1/W7t27NX/+fB0+fDjTPUq7d++uSZMmKTw8XD169NDZs2c1ffp0lS1bNs2Hsdwqo+9HADnMzkf9Abi/Xb161QwePNgEBgYad3d3U7Vq1RQfNXzlyhUzevRoU6ZMGePp6Wn8/PzM448/bnbu3JnhbZ0/f9706NHD5M2b1+TOndvUq1fPbN26NVm7pEcxp/Rz6+OVU5P0yOSUfm59JHGSdevWmZo1axoPDw+TP39+07dvX4dHZmdkvUmPeI6LizMvvviiefjhh42vr69xdXU1ISEhpkePHik+ojol+/fvN3Xr1jWenp5GkomIiLDm7dixw4SHhxtvb2+TO3du06BBA7Nx48YMrdcYYxYuXGgqVKhg3N3dzQMPPGBee+01c/36dYc2mzdvNnXr1jUBAQHGw8PDlC9f3kyfPt0kJiZmaBtbt241bdu2NUWKFDHu7u7Gy8vLVKpUyUyaNMnEx8cna5/R6yIlaV0rSuHx5Vl9DX711VemUaNGpmDBgsbFxcUEBASYRo0ame+//z5D9Sfp2LGjkWSefvrpZPMmTZpkJJnSpUunuOyMGTNM5cqVjaenp/Hx8TEPPfSQefnll83Jkycd2q1atcqEh4cbPz8/4+HhYYoVK2a6du1qtm3bZrWJiIgwXl5eDsudO3fOlClTxgQGBpqoqChjTOqP/TbGmGbNmhlJmboujTFm3759pn379qZAgQLGxcXFFChQwHTo0MHs27cvWduQkBDTvHnzZNNvr+vatWvmpZdeMkFBQcbT09PUqlXLbNq0KcX6JZm+ffs6TEt6bPnEiRMdps+cOTPZo91vX2dKj4o/fvy4eeKJJ4y/v7/x8/Mzbdu2NSdPnkzxs23MmDGmUKFCJleuXMm29d1335natWsbLy8v4+XlZR588EHTt29fc+DAAYd1fPTRRyYsLMy4u7ubKlWqmLVr16Z57lLy999/J6vv33//Nd26dTP58uUz3t7eJjw83Ozfv9+EhIQ4fF69+eabplq1asbf3994enqaBx980IwdO9bhMyej11xatm/fbp5++mkTHBxsXF1dTUBAgGnYsKGZPXu2SUhIMMakfi6T/PXXX6ZLly4mMDDQuLq6mkKFCpnHH3/czJ8/32qTmevp+++/N2XKlDEuLi4O10FERESy30OXLl0yAwcOtOovUaKEmThxYrLP3JSuUWNMsuOeklWrVhlJ5quvvjLDhg0zBQoUMJ6enqZ58+bmyJEjKS6zZcsWI8k0btw4zXWnJCPnJLv2PbX3TmrrSJp36zWe9Dtg7969pk2bNsbHx8cEBASYfv36matXrzose+XKFdOjRw/j5+dnfHx8TLt27czZs2cz9b6Oj483o0aNMmFhYcbV1dUULlzYDBs2zFy7di3Z/qb02ZcRZcuWTXadXrp0yQwbNswUL17cuLm5mXz58pmaNWuad955x3qfpvXeSWkfv/jiC1O0aFHj5uZmKlSoYJYvX57sus+K9yOAnOVkTBaOZggAAJBFnnjiCe3evVsHDx7M6VIA3IVdu3apQoUK+vzzz9W5c+ecLgcAcA9hTCkAAHDPOXXqlH766Se+wAL3gU8++UTe3t568sknc7oUAMA9hjGlAADAPSM6OlobNmzQp59+KldXV/Xu3TunSwJwh3744Qft3btXM2bMUL9+/e54PCYAwP2LUAoAANwz1qxZo27duqlIkSKaPXu2AgMDc7okAHfohRde0JkzZ9SsWbMMPXACAPB/D2NKAQAAAAAAwHaMKQUAAAAAAADbEUoBAAAAAADAdvf9mFKJiYk6efKkfHx85OTklNPlAAAAAAAA3NeMMbp06ZKCg4OVK1fq/aHu+1Dq5MmTKly4cE6XAQAAAAAA8H/KsWPH9MADD6Q6/74PpXx8fCTdPBC+vr45XA0AAAAAAMD9LSYmRoULF7YymdTc96FU0i17vr6+hFIAAAAAAAA2SW8YJQY6BwAAAAAAgO0IpQAAAAAAAGA7QikAAAAAAADY7r4fUwoAAAD3hsTERF2/fj2nywAAAHfJ1dVVzs7Od70eQikAAABku+vXrys6OlqJiYk5XQoAAMgC/v7+CgwMTHcw87QQSgEAACBbGWN06tQpOTs7q3DhwsqVixEkAAD4rzLG6MqVKzp79qwkKSgo6I7XRSgFAACAbHXjxg1duXJFwcHByp07d06XAwAA7pKnp6ck6ezZsypQoMAd38rHn6kAAACQrRISEiRJbm5uOVwJAADIKkl/aIqPj7/jdRBKAQAAwBZ3M+YEAAC4t2TF73VCKQAAAAAAANiOUAoAAAC4zciRI1WhQgXrddeuXdW6descqyejQkNDNXny5Cxf7+3H437l5OSkRYsW5XQZmTJr1iz5+/tn2frq16+vAQMGZNn6gOzyf+Vz6X5HKAUAAIAcdfr0ab3wwgsqWrSo3N3dVbhwYbVo0UIrV67M0u1k5sv24MGDs3z70n8z9LjX5dQx/fvvv+Xm5qbLly8rPj5eXl5eOnr0aJrL/FfCzbuV1UGZ3X7//XfVqVNHHh4eKly4sN5+++1kbS5cuKC+ffsqKChI7u7uKlmypJYsWZLmeo0xeuONNxQUFCRPT081atRIUVFRDm3Gjh2rmjVrKnfu3Bk+hqtXr1arVq0UFBQkLy8vVahQQXPnzk3W7ttvv9WDDz4oDw8PPfTQQ8nqXbBggRo3bqy8efPKyclJkZGRydbRu3dvFStWTJ6ensqfP79atWql/fv3Z6jOnHD06FE1b95cuXPnVoECBTRkyBDduHHDoc3cuXNVvnx55c6dW0FBQerevbv++eefdNc9depUhYaGysPDQ9WrV9eWLVsc5s+YMUP169eXr6+vnJycdOHChXTXuWvXLnXs2FGFCxeWp6enSpcurSlTpiRrt3r1alWqVEnu7u4qXry4Zs2a5TB/7dq1atGihYKDg1P9jBw5cqQefPBBeXl5KSAgQI0aNdLmzZvTrTGrEUoBAAAgxxw+fFiVK1fWr7/+qokTJ2r37t1atmyZGjRooL59+9pejzFGN27ckLe3t/LmzWv79jPqbgaVvRdcv349p0u4a5s2bVL58uXl5eWlHTt2KE+ePCpSpEhOl4W7FBMTo8aNGyskJETbt2/XxIkTNXLkSM2YMcNqc/36dT322GM6fPiw5s+frwMHDuiTTz5RoUKF0lz322+/rffff1/Tp0/X5s2b5eXlpfDwcF27ds1h3W3bttXzzz+f4Zo3btyohx9+WN99951+//13devWTV26dNGPP/7o0KZjx47q0aOHdu7cqdatW6t169b6448/rDaXL19W7dq1NWHChFS3VblyZc2cOVP79u3T8uXLZYxR48aNrQda3EsSEhLUvHlzXb9+XRs3btTs2bM1a9YsvfHGG1abDRs2qEuXLurRo4f27Nmjb7/9Vlu2bFHPnj3TXPc333yjQYMGacSIEdqxY4fKly+v8PBwnT171mpz5coVNWnSRK+++mqGa96+fbsKFCigL774Qnv27NHw4cM1bNgwffjhh1ab6OhoNW/eXA0aNFBkZKQGDBigZ599VsuXL7faXL58WeXLl9fUqVNT3VbJkiX14Ycfavfu3Vq/fr1CQ0PVuHFj/f333xmuN0uY+9zFixeNJHPx4sWcLgUAAOD/pKtXr5q9e/eaq1evJpvXtGlTU6hQIRMbG5ts3r///mv9/5EjR0zLli2Nl5eX8fHxMW3btjWnT5+25o8YMcKUL1/efP755yYkJMT4+vqa9u3bm5iYGGOMMREREUaSw090dLRZtWqVkWSWLFliKlWqZFxdXc2qVaus9SWJiIgwrVq1MiNHjjT58uUzPj4+pnfv3iYuLs5qExISYt577z2HfShfvrwZMWKENf/W7YeEhFjtPvroI1O0aFHj6upqSpYsaT7//HOH9UgyH330kWnRooXJnTu3tc7bhYSEmLFjx5pu3boZb29vU7hwYfPxxx87tHn55ZdNiRIljKenpwkLCzOvvfaauX79ukOb8ePHmwIFChhvb2/TvXt3M3ToUIfjkZI//vjDNG/e3Pj4+Bhvb29Tu3Ztc/DgQYfj9+abb5qgoCATGhpqjDHm6NGjpm3btsbPz88EBASYli1bmujoaGudW7ZsMY0aNTJ58+Y1vr6+pm7dumb79u0O+5vaMV20aJGpWLGicXd3N2FhYWbkyJEmPj7emv/nn3+aOnXqGHd3d1O6dGnz888/G0lm4cKFae5nkqFDh5oXX3zRGGPMO++8Y9q3b59m+xEjRiS7BletWmWMSf+cREZGmvr16xtvb2/j4+NjKlWqZLZu3WqMMWbmzJnGz8/Panv27FlTuXJl07p1a3Pt2jVz/vx58/TTT5t8+fIZDw8PU7x4cfPZZ5+lWme9evVM3759Td++fY2vr6/Jmzevee2110xiYqLV5tq1a+all14ywcHBJnfu3KZatWrWviS9p279GTFihPnggw9M2bJlrXUsXLjQSDLTpk2zpjVs2NAMHz7cep3eOfz3339Njx49rPdkgwYNTGRkpMMxT+tzISUfffSRCQgIcHhvDx061JQqVcp6PW3aNFO0aNFk75u0JCYmmsDAQDNx4kRr2oULF4y7u7v56quvkrW//bxmVrNmzUy3bt2s1+3atTPNmzd3aFO9enXTu3fvZMtGR0cbSWbnzp3pbmfXrl1GkvVeT8nnn39uKleubLy9vU3BggVNx44dzZkzZ6z5SdfML7/8YipXrmw8PT1NjRo1zP79+x3Wk9nPpSVLlphcuXI5/K6YNm2a8fX1tc7vxIkTTdGiRR2We//9902hQoXS3O9q1aqZvn37Wq8TEhJMcHCwGT9+fLK2Sft36++0zOjTp49p0KCB9frll192eC8ZY0z79u1NeHh4istn9HMtKTv55ZdfMlxbWr/fM5rF0FMKAAAAOeL8+fNatmyZ+vbtKy8vr2Tzk25dSUxMVKtWrXT+/HmtWbNGK1as0KFDh9S+fXuH9n/99ZcWLVqkH3/8UT/++KPWrFmjt956S5I0ZcoU1ahRQz179tSpU6d06tQpFS5c2Fr2lVde0VtvvaV9+/bp4YcfTrHelStXat++fVq9erW++uorLViwQKNGjcrw/m7dulWSNHPmTJ06dcp6vXDhQr344ot66aWX9Mcff6h3797q1q2bVq1a5bD8yJEj9cQTT2j37t3q3r17qtt59913VaVKFe3cuVN9+vTR888/rwMHDljzfXx8NGvWLO3du1dTpkzRJ598ovfee8+aP2/ePI0cOVLjxo3Ttm3bFBQUpI8++ijNfTtx4oTq1q0rd3d3/frrr9q+fbu6d+/ucJvMypUrdeDAAa1YsUI//vij4uPjFR4eLh8fH61bt04bNmyQt7e3mjRpYvWkunTpkiIiIrR+/Xr99ttvKlGihJo1a6ZLly6leUzXrVunLl266MUXX9TevXv18ccfa9asWRo7dqykm9fUk08+KTc3N23evFnTp0/X0KFD09xH6eatQP7+/vL399ekSZP08ccfy9/fX6+++qoWLVokf39/9enTJ8VlBw8erHbt2qlJkybWNVizZs0MnZNOnTrpgQce0NatW7V9+3a98sorcnV1TbaNY8eOqU6dOipXrpzmz58vd3d3vf7669q7d6+WLl2qffv2adq0acqXL1+a+zl79my5uLhoy5YtmjJliiZNmqRPP/3Umt+vXz9t2rRJX3/9tX7//Xe1bdtWTZo0UVRUlGrWrKnJkyfL19fX2s/BgwerXr162rt3r9ULY82aNcqXL59Wr14t6Wbvv02bNql+/foZOoeS1LZtW509e1ZLly7V9u3bValSJTVs2FDnz5+32qT1uZCSTZs2qW7dunJzc7OmhYeH68CBA/r3338lSYsXL1aNGjXUt29fFSxYUOXKldO4cePS7C0UHR2t06dPq1GjRtY0Pz8/Va9eXZs2bUrzfNyJixcvKk+ePA77deu2pZv7dTfbvnz5smbOnKmwsDCHz9PbxcfHa8yYMdq1a5cWLVqkw4cPq2vXrsnaDR8+XO+++662bdsmFxcXh8+5O/lc2rRpkx566CEVLFjQmhYeHq6YmBjt2bNHklSjRg0dO3ZMS5YskTFGZ86c0fz589WsWbNU13v9+nVt377d4XjmypVLjRo1+s+ey+vXr2vGjBny8/NT+fLlren169dP8VxlqQxHYP9R9JQCAADIWan9JXXz5s1GklmwYEGay//888/G2dnZHD161Jq2Z88eI8ls2bLFGHOzR0Tu3LkdekAMGTLEVK9e3Xpdr149q2dLkqS/YC9atMhheko9pfLkyWMuX75sTZs2bZrx9vY2CQkJxpj0e0oZk/JfrGvWrGl69uzpMK1t27amWbNmDssNGDDApCckJMQ888wz1uvExERToEABh94ot5s4caKpXLmy9bpGjRqmT58+Dm2qV6+eZo+EYcOGmbCwsFR7jkRERJiCBQs69D6ZM2eOKVWqlEMPnLi4OOPp6WmWL1+e4noSEhKMj4+P+eGHH6xpKR3Thg0bmnHjxjlMmzNnjgkKCjLGGLN8+XLj4uJiTpw4Yc1funRpuj0K4uPjTXR0tNm1a5dxdXU1u3btMgcPHjTe3t5mzZo1Jjo62vz999+pLp/UYyw9t58THx8fM2vWrBTbJvWo2b9/vylcuLDp37+/wzFt0aKFQ4+Z9NSrV8+ULl3aYR1Dhw41pUuXNsbc7LXo7OzscOyMuXnMhw0b5lDTrRITE03evHnNt99+a4wxpkKFCmb8+PEmMDDQGGPM+vXrjaurq/UeS+8crlu3zvj6+ppr1645tClWrJjVOzAjnwu3e+yxx0yvXr0cpiV93uzdu9cYY0ypUqWMu7u76d69u9m2bZv5+uuvTZ48eczIkSNTXe+GDRuMJHPy5EmH6W3btjXt2rVL1v5uekp98803xs3Nzfzxxx/WNFdXV/Pll186tJs6daopUKBAsuXT6yk1depU4+XlZSSZUqVKpdlLKiVbt241ksylS5eMMY49pZL89NNPRpL1e+NOPpd69uxpGjdu7DDt8uXLVu/YJPPmzTPe3t7GxcXFSDItWrRIsxfciRMnjCSzceNGh+lDhgwx1apVS9b+bnpKbdiwwbi4uDh8JpYoUSLZeyPpeF25ciXZOtL6XPvhhx+Ml5eXcXJyMsHBwdbv1CSdO3c2r7zySqr10VMKAAAA/1k3/62cvn379qlw4cIOf4kvU6aM/P39tW/fPmtaaGiofHx8rNdBQUEO43ukpUqVKum2SRoIN0mNGjUUGxurY8eOZWgbqdm3b59q1arlMK1WrVoO+5bRGiU59PRycnJSYGCgw3H45ptvVKtWLQUGBsrb21uvvfaawwDd+/btU/Xq1R3WWaNGjTS3GRkZqTp16qTYeyfJQw895ND7ZNeuXTp48KB8fHzk7e0tb29v5cmTR9euXdNff/0lSTpz5ox69uypEiVKyM/PT76+voqNjU13QPFdu3Zp9OjR1nq9vb2tXnJXrlyxrqng4OAM76Mkubi4KDQ0VPv371fVqlX18MMP6/Tp0ypYsKDq1q2r0NDQdHshpSS9czJo0CA9++yzatSokd566y3r+CS5evWq6tSpoyeffFJTpkyRk5OTNe/555/X119/rQoVKujll1/Wxo0b063nkUcecVhHjRo1FBUVpYSEBO3evVsJCQkqWbKkw/Fds2ZNsrpu5eTkpLp162r16tW6cOGC9u7dqz59+iguLk779+/XmjVrVLVqVes9lt453LVrl2JjY5U3b16HNtHR0Q513M3nQmoSExNVoEABzZgxQ5UrV1b79u01fPhwTZ8+XdLNgbNvrWndunV3tb1blS1b1lpv06ZNk81ftWqVunXrpk8++URly5bNsu3eqlOnTtq5c6fWrFmjkiVLql27dg7jYt1u+/btatGihYoUKSIfHx/Vq1dPkpK9j2/97AoKCpIk61zdyedSRuzdu1cvvvii3njjDW3fvl3Lli3T4cOH9dxzz0m62WPv1nOZ0gDyd6pp06bWelM6V3/88YdatWqlESNGqHHjxlm23VsljUu1ceNGNWnSRO3atXN4f3z++ecaP358tmw7iUu2rh0AAABIRYkSJeTk5JRlT266PRBxcnJSYmJihpZN6fbBzMqVK1eyoC0rByTPaI1pHYdNmzapU6dOGjVqlMLDw+Xn56evv/5a77777l3V5unpmW6b2+uPjY1V5cqVU/ySlz9/fklSRESE/vnnH02ZMkUhISFyd3dXjRo10h0oPTY2VqNGjdKTTz6ZbJ6Hh0e6taambNmyOnLkiOLj45WYmChvb2/duHHDGhw/JCTEui0oozJyTkaOHKmnn35aP/30k5YuXaoRI0bo66+/1hNPPCFJcnd3V6NGjfTjjz9qyJAhDgNuN23aVEeOHNGSJUu0YsUKNWzYUH379tU777xzR8cgNjZWzs7O2r59u5ydnR3meXt7p7ls/fr1NWPGDK1bt04VK1aUr6+vFVStWbPGCiuStpPWOYyNjVVQUJB1+9+tbn1qXWY/FwIDA3XmzBmHaUmvAwMDJd0MTFxdXR32v3Tp0jp9+rSuX7+uli1bOgQohQoV0qlTp6x1JQUuSa8rVKiQaj23W7JkifW5cvv7bs2aNWrRooXee+89denSJUP7lbRPmeHn5yc/Pz+VKFFCjzzyiAICArRw4UJ17NgxWdvLly8rPDxc4eHhmjt3rvLnz6+jR48qPDw82fv41nOVFIpm9DM8JYGBgcmeiHf7uRw/frxq1aqlIUOGSLoZjHl5ealOnTp68803VaVKFYenEBYsWFDu7u5ydna+6+P56aef6urVq5KSX6d79+5Vw4YN1atXL7322mvJ9iulbfv6+mbos/hWXl5eKl68uIoXL65HHnlEJUqU0P/+9z8NGzYsU+u5G/SUAgAAQI7IkyePwsPDNXXqVF2+fDnZ/KTHZ5cuXVrHjh1z6JG0d+9eXbhwQWXKlMnw9tzc3O7qCVG7du2yvkBI0m+//SZvb2+rB1f+/PmtL57Szad4RUdHO6zD1dU1WQ2lS5fWhg0bHKZt2LAhU/uWURs3blRISIiGDx+uKlWqqESJEjpy5Eiyem5/LPhvv/2W5noffvhhrVu3LlMhXKVKlRQVFaUCBQpYX4qSfvz8/CTdPA79+/dXs2bNVLZsWbm7u+vcuXMO60npmFaqVEkHDhxItt7ixYsrV65c1jV16/lKbx+lm4FAZGSkAgMD9cUXXygyMlLlypXT5MmTFRkZqSVLlqS5fErXYEbOiXTzSVkDBw7Uzz//rCeffFIzZ8605uXKlUtz5sxR5cqV1aBBA508edJh2fz58ysiIkJffPGFJk+e7PAkuZSkdP5LlCghZ2dnVaxYUQkJCTp79myyY5v0hTy191rSuFLffvutNXZU/fr19csvv2jDhg3WNCn9c1ipUiWdPn1aLi4uyebfSW+1JDVq1NDatWsdruUVK1aoVKlSCggIkHSzJ+PBgwcdApM///xTQUFBcnNzk4+Pj0M9np6eCgsLU2BgoFauXGktExMTo82bN2eqx09ISIi13lvDx9WrV6t58+aaMGGCevXqleJ+3brtpP26295GxhgZYxQXF5fi/P379+uff/7RW2+9pTp16ujBBx+8o55qd/K5VKNGDe3evdtheytWrJCvr6/1+XrlyhXlyuUYiySFjcYYeXp6OpxLHx8fubm5qXLlyg7HMzExUStXrszU8SxUqJC13pCQEGv6nj171KBBA0VERDiMoXbrfmXHuZRu7kdq5zK7EEoBAAAgx0ydOlUJCQmqVq2avvvuO0VFRWnfvn16//33rX9gN2rUSA899JA6deqkHTt2aMuWLerSpYvq1auX4VvapJu38WzevFmHDx/WuXPnMv0X+OvXr6tHjx7au3evlixZohEjRqhfv37WF5pHH31Uc+bM0bp167R7925FREQk60kSGhqqlStX6vTp09agyUOGDNGsWbM0bdo0RUVFadKkSVqwYIEGDx6cqfoyokSJEjp69Ki+/vpr/fXXX3r//fe1cOFChzYvvviiPvvsM82cOVN//vmnRowYkW7vn379+ikmJkYdOnTQtm3bFBUVpTlz5jgMsH67Tp06KV++fGrVqpXWrVun6OhorV69Wv3799fx48eteufMmaN9+/Zp8+bN6tSpU7KeACkd0zfeeEOff/65Ro0apT179mjfvn36+uuvrR4HjRo1UsmSJRUREaFdu3Zp3bp1Gj58eLrHLyQkRN7e3jpz5oxatWqlwoULa8+ePXrqqaeSfbFMSWhoqH7//XcdOHBA586dU3x8fLrn5OrVq+rXr59Wr16tI0eOaMOGDdq6datKly7tsG5nZ2fNnTtX5cuX16OPPqrTp09bx+L777/XwYMHtWfPHv3444/Jlr3d0aNHNWjQIB04cEBfffWVPvjgA7344ouSboZjnTp1UpcuXbRgwQJFR0dry5YtGj9+vH766SdrP2NjY7Vy5UqdO3dOV65ckXQzvAwICNCXX37pEEotWrRIcXFxDrexZuQc1qhRQ61bt9bPP/+sw4cPa+PGjRo+fLi2bduW3qlM1dNPPy03Nzf16NFDe/bs0TfffKMpU6Zo0KBBVpvnn39e58+f14svvqg///xTP/30k8aNG6e+ffumul4nJycNGDBAb775phYvXqzdu3erS5cuCg4OVuvWrR2OfWRkpI4ePaqEhARFRkYqMjJSsbGxqa571apVat68ufr376+nnnpKp0+f1unTpx0GfH/xxRe1bNkyvfvuu9q/f79Gjhypbdu2qV+/flab8+fPKzIyUnv37pUkHThwQJGRkda1dOjQIY0fP17bt2/X0aNHtXHjRrVt21aenp6pDgxepEgRubm56YMPPtChQ4e0ePFijRkzJu2TkII7+Vxq3LixypQpo86dO2vXrl1avny5XnvtNfXt21fu7u6SpBYtWmjBggWaNm2aDh06ZAXh1apVc7i993aDBg3SJ598otmzZ2vfvn16/vnndfnyZXXr1s1qc/r0aUVGRurgwYOSpN27dysyMtLhvNzujz/+UIMGDdS4cWMNGjTIOpdJDwiQpOeee06HDh3Syy+/rP379+ujjz7SvHnzNHDgQKtNbGysde1INwfaT7qupJs92F599VX99ttvOnLkiPVwihMnTqht27bWerp06ZL9vabSHHHqPsBA5wAAADkrrYFQjTHm5MmTpm/fviYkJMS4ubmZQoUKmZYtW1qPmDfm5uDKLVu2NF5eXsbHx8e0bdvW4THftw9Mbowx7733ngkJCbFeHzhwwDzyyCPG09PTSDLR0dGpDkCb0kDnrVq1Mm+88YbJmzev8fb2Nj179nQYZPnixYumffv2xtfX1xQuXNjMmjUr2UDnixcvNsWLFzcuLi4OtX300UemaNGixtXV1ZQsWdJ8/vnnDvUog4/0zshg60OGDLH2oX379ua9995LNqDy2LFjTb58+Yy3t7eJiIgwL7/8cpoDChtz89HwjRs3Nrlz5zY+Pj6mTp065q+//jLGpD7A96lTp0yXLl1Mvnz5jLu7uylatKjp2bOn9W/3HTt2mCpVqhgPDw9TokQJ8+233ybbx9SO6bJly0zNmjWNp6en8fX1NdWqVTMzZsyw5h84cMDUrl3buLm5mZIlS5ply5Zl6Dh/9dVXpnbt2sYYY9auXWuKFy+eZvtbnT171jz22GPG29vbSLKu8bTOSVxcnOnQoYMpXLiwcXNzM8HBwaZfv37W++n2AbHj4+PNk08+aUqXLm3OnDljxowZY0qXLm08PT1Nnjx5TKtWrcyhQ4dSrbFevXqmT58+5rnnnjO+vr4mICDAvPrqqw4Dn1+/ft288cYbJjQ01Li6upqgoCDzxBNPmN9//91q89xzz5m8efMaSQ7XX6tWrYyLi4s1yHVCQoIJCAgwjzzySLJa0juHMTEx5oUXXjDBwcHG1dXVFC5c2HTq1Ml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" ] @@ -1001,10 +657,10 @@ "plt.figure(figsize=(12, 8))\n", "sns.barplot(data=weekly_breakdown, x='week', y='count', hue='task_bins', palette='colorblind')\n", "#sns.barplot(data=speaker_breakdown, x='week', y='speakers', hue='task_bins', palette='colorblind')\n", - "plt.title(\"08-01-2013 to 09-30-2013 Weekly Unaffiliated Task Creation by Contirbutor Tenure\")\n", + "plt.title(\"08-01-2013 to 09-30-2013 Weekly Unaffiliated Task Creation by Contributor Tenure\")\n", "plt.xlabel('Week')\n", "plt.ylabel('Tasks')\n", - "plt.legend(title=\"Contributor had created # tasks by 08-01-2013:\")\n", + "plt.legend(title=\"Contributor had created # tasks between 06-01-2013 and 08-01-2013:\")\n", "plt.xticks(rotation=45)\n", "plt.tight_layout()\n", "plt.show()\n", @@ -1014,7 +670,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 113, "id": "b7cfad77-d48a-4708-91f3-89ae1179b90c", "metadata": {}, "outputs": [ @@ -1022,13 +678,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_11370/2708736932.py:27: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + "/tmp/ipykernel_13098/2708736932.py:27: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", " comment_counts = affective_comment_phab_df.groupby('date_group').size()\n", - "/tmp/ipykernel_11370/2708736932.py:28: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + "/tmp/ipykernel_13098/2708736932.py:28: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", " speaker_counts = affective_comment_phab_df.groupby('date_group')['speaker'].nunique()\n", - "/tmp/ipykernel_11370/2708736932.py:35: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + "/tmp/ipykernel_13098/2708736932.py:35: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", " comment_counts_engaged = affective_comment_phab_df.groupby(['date_group', 'est_commenter', 'meta.affil']).size()\n", - "/tmp/ipykernel_11370/2708736932.py:36: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + "/tmp/ipykernel_13098/2708736932.py:36: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", " speaker_counts_engaged = affective_comment_phab_df.groupby(['date_group', 'est_commenter', 'meta.affil'])['speaker'].nunique()\n" ] }, @@ -1038,48 +694,48 @@ "text": [ "Number of comments for each date group:\n", "date_group\n", - "Before announcement 182\n", - "After announcement, before deployment 101\n", - "After deployment 694\n", + "Before announcement 565\n", + "After announcement, before deployment 297\n", + "After deployment 976\n", "dtype: int64\n", "\n", "Number of speakers for each date group:\n", "date_group\n", - "Before announcement 56\n", - "After announcement, before deployment 41\n", - "After deployment 95\n", + "Before announcement 100\n", + "After announcement, before deployment 71\n", + "After deployment 143\n", "Name: speaker, dtype: int64\n", "\n", "Number of comments for each date group and engaged commenter subgroup:\n", "date_group est_commenter meta.affil\n", - "Before announcement False False 181\n", - " True 1\n", - "After announcement, before deployment False False 101\n", - " True 0\n", - "After deployment False False 679\n", - " True 15\n", + "Before announcement False False 549\n", + " True 16\n", + "After announcement, before deployment False False 284\n", + " True 13\n", + "After deployment False False 953\n", + " True 23\n", "dtype: int64\n", "\n", "Number of speakers for each date group and engaged commenter subgroup:\n", "date_group est_commenter meta.affil\n", - "Before announcement False False 55\n", - " True 1\n", - "After announcement, before deployment False False 41\n", - " True 0\n", - "After deployment False False 92\n", - " True 10\n", + "Before announcement False False 99\n", + " True 6\n", + "After announcement, before deployment False False 70\n", + " True 8\n", + "After deployment False False 139\n", + " True 14\n", "Name: speaker, dtype: int64\n", "\n", "Number of comments for each engaged commenter subgroup, and WMF affiliation:\n", "est_commenter meta.affil\n", - "False False 961\n", - " True 16\n", + "False False 1786\n", + " True 52\n", "dtype: int64\n", "\n", "Number of speakers for each engaged commenter subgroup, and WMF affiliation:\n", "est_commenter meta.affil\n", - "False False 114\n", - " True 10\n", + "False False 184\n", + " True 23\n", "Name: speaker, dtype: int64\n" ] }, @@ -1089,13 +745,13 @@ "'\\nplot1 = sns.lmplot(data=comment_phab_df, x=\"date_created\", y=\"dominant_wc\", hue=\"date_group\", col=\"meta.affil\", row=\\'new_commenter\\', scatter=False, legend=False, palette=palette)\\nplot1.set_axis_labels(\"Timestamp\", \"Count of Dominance Polarized Words\")\\nplot1.set_titles(row_template=\"Author\\'s 100+ Comment: {row_name}\",col_template=\"WMF Affiliation: {col_name}\")\\nplot1.fig.subplots_adjust(top=0.9) # Adjust subplots to make room for the title\\nplot1.add_legend(title=\"Comment publication timestamp:\")\\nfig1 = plot1.fig\\n# Plot for arousal_wc\\nplot2 = sns.lmplot(data=comment_phab_df, x=\"date_created\", y=\"arousal_wc\", hue=\"date_group\", col=\"meta.affil\", row=\\'engaged_commenter\\', scatter=False, legend=False, palette=palette)\\nplot2.set_axis_labels(\"Timestamp\", \"Count of Arousal Polarized Words\")\\nplot2.set_titles(row_template=\"Author\\'s 100+ Comment: {row_name}\",col_template=\"WMF Affiliation: {col_name}\")\\nplot2.add_legend(title=\"Comment publication timestamp:\")\\n#plot2.add_legend(title=\"Before/After 07/01/2013 Wide Release\")\\n\\nplot3 = sns.lmplot(data=comment_phab_df, x=\"date_created\", y=\"valence_wc\", hue=\"date_group\", col=\"meta.affil\", row=\\'engaged_commenter\\', scatter=False, legend=False, palette=palette)\\nplot3.set_axis_labels(\"Timestamp\", \"Count of Valence Polarized Words\")\\nplot3.set_titles(row_template=\"Author\\'s 100+ Comment: {row_name}\",col_template=\"WMF Affiliation: {col_name}\")\\nplot3.add_legend(title=\"Comment publication timestamp:\")\\n'" ] }, - "execution_count": 34, + "execution_count": 113, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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" ] diff --git a/text_analysis/case2/040425_phab_comments.ipynb b/text_analysis/case2/040425_phab_comments.ipynb index dec8139..8d47789 100644 --- a/text_analysis/case2/040425_phab_comments.ipynb +++ b/text_analysis/case2/040425_phab_comments.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 96, "id": "ba9e5acd-e17d-4318-9272-04c9f6706186", "metadata": {}, "outputs": [], @@ -13,7 +13,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 97, "id": "e4f0b3f0-5255-46f1-822f-e455087ba315", "metadata": {}, "outputs": [], @@ -24,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 98, "id": "ac5e624b-08a4-4ede-bc96-cfc26c3edac3", "metadata": {}, "outputs": [], @@ -32,18 +32,47 @@ "def http_relevant(text):\n", " if pd.isnull(text):\n", " return False\n", - " # TODO: expanded dictionary for relevancy\n", - " # http, ip, login, auth, SSL, TLS, certificate \n", - " \n", + " # expanded dictionary for relevancy\n", + " # http, login, SSL, TLS, certificate \n", " for word in text.split():\n", - " if \"://\" not in word.lower() and \"http\" in word.lower():\n", - " return True\n", + " if \"://\" not in word.lower():\n", + " #http\n", + " if \"http\" in word.lower():\n", + " return True\n", + " #login\n", + " if \"login\" in word.lower():\n", + " return True\n", + " #ssl\n", + " if \"ssl\" in word.lower():\n", + " return True\n", + " #tls\n", + " if \"tls\" in word.lower():\n", + " return True\n", + " #cert\n", + " if word.lower().startswith(\"cert\"):\n", + " return True\n", " return False" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 99, + "id": "d5925c49-ea1d-4813-98aa-eae10d5879ca", + "metadata": {}, + "outputs": [], + "source": [ + "def is_migrated(comment_text):\n", + " if pd.isnull(comment_text):\n", + " return False\n", + " text = comment_text.strip()\n", + " if text.startswith(\"Originally from: http://sourceforge.net\"):\n", + " return True \n", + " return False" + ] + }, + { + "cell_type": "code", + "execution_count": 100, "id": "d449164e-1d28-4580-9eb1-f0f69978f114", "metadata": {}, "outputs": [ @@ -51,18 +80,25 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_22429/86623999.py:36: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/2662409405.py:41: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " mid_comment_phab_df['is_relevant'] = mid_comment_phab_df['conversation_id'].isin(relevant_conversation_ids)\n" + " mid_comment_phab_df['is_relevant'] = mid_comment_phab_df['conversation_id'].isin(relevant_conversation_ids)\n", + "/tmp/ipykernel_13098/2662409405.py:44: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " mid_comment_phab_df['is_migrated'] = mid_comment_phab_df['conversation_id'].isin(migrated_conversation_ids)\n" ] } ], "source": [ "#find gerrit phab PHID: PHID-USER-idceizaw6elwiwm5xshb\n", "phab_df['isGerrit'] = phab_df['AuthorPHID'] == 'PHID-USER-idceizaw6elwiwm5xshb'\n", + "\n", "#cleaning df\n", "phab_df['id'] = phab_df.index + 1\n", "#may have to build out the reply_to column \n", @@ -78,20 +114,21 @@ "\n", "# after 12-1-2012 before 12-1-2013\n", "phab_df['timestamp'] = pd.to_datetime(phab_df['date_created'], unit='s', origin='unix', utc=True)\n", - "#filtered_phab_df = phab_df[(phab_df['date_created'] < 1385856000) & (phab_df['date_created'] > 1354320000)]\n", - "filtered_phab_df = phab_df[(phab_df['date_created'] < 1381691276) & (phab_df['date_created'] > 1379099276)]\n", + "filtered_phab_df = phab_df[(phab_df['date_created'] < 1385856000) & (phab_df['date_created'] > 1354320000)]\n", + "#filtered_phab_df = phab_df[(phab_df['date_created'] < 1381691276) & (phab_df['date_created'] > 1379975444)]\n", "\n", "#removing headless conversations\n", "task_phab_df = filtered_phab_df[filtered_phab_df['comment_type']==\"task_description\"]\n", "headed_task_phids = task_phab_df['conversation_id'].unique()\n", "filtered_phab_df = filtered_phab_df[filtered_phab_df['conversation_id'].isin(headed_task_phids)]\n", "\n", - "#TODO: filter out the sourceforge migration \n", - "# Originally from: http://sourceforge.net in the task task_summary\n", - "\n", "#removing gerrit comments \n", "mid_comment_phab_df = filtered_phab_df[filtered_phab_df['meta.gerrit'] != True]\n", "\n", + "# filter out the sourceforge migration \n", + "# Originally from: http://sourceforge.net in the task task_summary\n", + "migrated_conversation_ids = task_phab_df[task_phab_df['comment_text'].apply(is_migrated)]['conversation_id'].unique()\n", + "\n", "#cut down to only the data that is relevant (mentions http)\n", "relevant_conversation_ids = task_phab_df[\n", " task_phab_df['comment_text'].apply(http_relevant) |\n", @@ -101,13 +138,17 @@ "task_phab_df['is_relevant'] = task_phab_df['conversation_id'].isin(relevant_conversation_ids)\n", "mid_comment_phab_df['is_relevant'] = mid_comment_phab_df['conversation_id'].isin(relevant_conversation_ids)\n", "\n", - "comment_phab_df = mid_comment_phab_df[mid_comment_phab_df['is_relevant'] == True]\n", + "task_phab_df['is_migrated'] = task_phab_df['conversation_id'].isin(migrated_conversation_ids)\n", + "mid_comment_phab_df['is_migrated'] = mid_comment_phab_df['conversation_id'].isin(migrated_conversation_ids)\n", + "\n", + "comment_phab_df = mid_comment_phab_df[(mid_comment_phab_df['is_relevant'] == True) & (mid_comment_phab_df['is_migrated'] != True)]\n", + "task_phab_df = task_phab_df[(task_phab_df['is_relevant'] == True) & (task_phab_df['is_migrated'] != True)]\n", "#comment_phab_df = mid_comment_phab_df" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 101, "id": "942344db-c8f5-4ed6-a757-c97f8454f18b", "metadata": {}, "outputs": [ @@ -115,9 +156,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Unique conversation_ids: 96\n", - "Unique ids: 361\n", - "Unique speakers: 47\n" + "Unique conversation_ids: 382\n", + "Unique ids: 1838\n", + "Unique speakers: 189\n" ] } ], @@ -133,7 +174,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 102, "id": "d226d781-b002-4842-a3ae-92d4851a5878", "metadata": {}, "outputs": [], @@ -150,7 +191,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 103, "id": "3ae40d24-bbe8-49c3-a3a9-70bde1b4d559", "metadata": {}, "outputs": [ @@ -158,7 +199,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_22429/2783900859.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/2783900859.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", @@ -183,7 +224,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 104, "id": "a8469b16-4ae6-4b06-bf1b-1f2f6c736cab", "metadata": {}, "outputs": [], @@ -212,7 +253,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 105, "id": "8b9a12f9-71bf-4bc9-bcfd-c73aab4be920", "metadata": {}, "outputs": [ @@ -220,7 +261,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_22429/2805711855.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/2805711855.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", @@ -245,424 +286,39 @@ }, { "cell_type": "code", - "execution_count": 21, - "id": "370a2767-04f8-4d0b-9b94-9c6a0b408822", + "execution_count": 106, + "id": "e3364ab1-1879-4b89-8b3b-6ab5449fccfa", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "2612 Recently (starting maybe 2 days ago), some goo...\n", - "2989 Although the \"Always use a secure connection w...\n", - "3080 Originally from: http://sourceforge.net/p/pywi...\n", - "3084 Originally from: http://sourceforge.net/p/pywi...\n", - "3096 Originally from: http://sourceforge.net/p/pywi...\n", + "114 After last update via SVN bot does not work, s...\n", + "156 Timestamp has been changed since 27th septembe...\n", + "176 **Author:** `happy.melon.wiki`\\n\\n**Descriptio...\n", + "246 Steps to reproduce\\n1) Login to translatewiki....\n", + "370 Recently, several refs are not accessible thro...\n", " ... \n", - "44209 Originally from: http://sourceforge.net/p/pywi...\n", - "44217 Originally from: http://sourceforge.net/p/pywi...\n", - "44265 Originally from: http://sourceforge.net/p/pywi...\n", - "44277 Originally from: http://sourceforge.net/p/pywi...\n", - "44316 Originally from: http://sourceforge.net/p/pywi...\n", - "Name: comment_text, Length: 96, dtype: object" + "45008 We have reports that since the HTTPS enabling,...\n", + "45245 ssh is quite painful over a slow and/or lossy ...\n", + "45299 The problem:\\nEspecially during lightning depl...\n", + "45372 There are many pages for which VisualEditor is...\n", + "46077 **Author:** `ka.hing.chan`\\n\\n**Description:**...\n", + "Name: comment_text, Length: 382, dtype: object" ] }, - "execution_count": 21, + "execution_count": 106, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "comment_phab_df[comment_phab_df['comment_type'] == 'task_description']['comment_text']" + "task_phab_df['comment_text']" ] }, { "cell_type": "code", - "execution_count": 32, - "id": "5f138688-3d1a-4a27-b16d-d8aa438dafea", - "metadata": {}, - "outputs": [ - { - "ename": "KeyError", - "evalue": "44", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "File \u001b[0;32m/gscratch/scrubbed/mjilg/envs/jupyter3-notebook/lib/python3.9/site-packages/pandas/core/indexes/base.py:3805\u001b[0m, in \u001b[0;36mIndex.get_loc\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 3804\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m-> 3805\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_engine\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_loc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcasted_key\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 3806\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m err:\n", - "File \u001b[0;32mindex.pyx:167\u001b[0m, in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n", - "File \u001b[0;32mindex.pyx:196\u001b[0m, in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n", - "File \u001b[0;32mpandas/_libs/hashtable_class_helper.pxi:2606\u001b[0m, in \u001b[0;36mpandas._libs.hashtable.Int64HashTable.get_item\u001b[0;34m()\u001b[0m\n", - "File \u001b[0;32mpandas/_libs/hashtable_class_helper.pxi:2630\u001b[0m, in \u001b[0;36mpandas._libs.hashtable.Int64HashTable.get_item\u001b[0;34m()\u001b[0m\n", - "\u001b[0;31mKeyError\u001b[0m: 44", - "\nThe above exception was the direct cause of the following exception:\n", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[32], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mcomment_phab_df\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mcomment_text\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m44\u001b[39;49m\u001b[43m]\u001b[49m\n", - "File \u001b[0;32m/gscratch/scrubbed/mjilg/envs/jupyter3-notebook/lib/python3.9/site-packages/pandas/core/series.py:1121\u001b[0m, in \u001b[0;36mSeries.__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 1118\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_values[key]\n\u001b[1;32m 1120\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m key_is_scalar:\n\u001b[0;32m-> 1121\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_get_value\u001b[49m\u001b[43m(\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1123\u001b[0m \u001b[38;5;66;03m# Convert generator to list before going through hashable part\u001b[39;00m\n\u001b[1;32m 1124\u001b[0m \u001b[38;5;66;03m# (We will iterate through the generator there to check for slices)\u001b[39;00m\n\u001b[1;32m 1125\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_iterator(key):\n", - "File \u001b[0;32m/gscratch/scrubbed/mjilg/envs/jupyter3-notebook/lib/python3.9/site-packages/pandas/core/series.py:1237\u001b[0m, in \u001b[0;36mSeries._get_value\u001b[0;34m(self, label, takeable)\u001b[0m\n\u001b[1;32m 1234\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_values[label]\n\u001b[1;32m 1236\u001b[0m \u001b[38;5;66;03m# Similar to Index.get_value, but we do not fall back to positional\u001b[39;00m\n\u001b[0;32m-> 1237\u001b[0m loc \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_loc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mlabel\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1239\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_integer(loc):\n\u001b[1;32m 1240\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_values[loc]\n", - "File \u001b[0;32m/gscratch/scrubbed/mjilg/envs/jupyter3-notebook/lib/python3.9/site-packages/pandas/core/indexes/base.py:3812\u001b[0m, in \u001b[0;36mIndex.get_loc\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 3807\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(casted_key, \u001b[38;5;28mslice\u001b[39m) \u001b[38;5;129;01mor\u001b[39;00m (\n\u001b[1;32m 3808\u001b[0m \u001b[38;5;28misinstance\u001b[39m(casted_key, abc\u001b[38;5;241m.\u001b[39mIterable)\n\u001b[1;32m 3809\u001b[0m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28many\u001b[39m(\u001b[38;5;28misinstance\u001b[39m(x, \u001b[38;5;28mslice\u001b[39m) \u001b[38;5;28;01mfor\u001b[39;00m x \u001b[38;5;129;01min\u001b[39;00m casted_key)\n\u001b[1;32m 3810\u001b[0m ):\n\u001b[1;32m 3811\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m InvalidIndexError(key)\n\u001b[0;32m-> 3812\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(key) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01merr\u001b[39;00m\n\u001b[1;32m 3813\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m:\n\u001b[1;32m 3814\u001b[0m \u001b[38;5;66;03m# If we have a listlike key, _check_indexing_error will raise\u001b[39;00m\n\u001b[1;32m 3815\u001b[0m \u001b[38;5;66;03m# InvalidIndexError. Otherwise we fall through and re-raise\u001b[39;00m\n\u001b[1;32m 3816\u001b[0m \u001b[38;5;66;03m# the TypeError.\u001b[39;00m\n\u001b[1;32m 3817\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_check_indexing_error(key)\n", - "\u001b[0;31mKeyError\u001b[0m: 44" - ] - } - ], - "source": [ - "comment_phab_df['comment_text'][44]" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "id": "f61845ce-d91f-4b06-9039-b507905cb972", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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task_titlecomment_textdate_createdspeakermeta.affilconversation_idcomment_typestatusmeta.gerritidreply_totimestampis_relevantprocessed_textdependency_tree
0?embedplayer=yes broken for videos with width ...Ni!\\n\\nI am experiencing an unresponsive black...1383189120PHID-USER-wr7prgh3p37xrvbdr6w5FalsePHID-TASK-lfhsyqihbylzxoeftr7mtask_descriptionresolvedFalse1NaN2013-10-31 03:12:00+00:00FalseNi!\\n\\nI am experiencing an unresponsive black...[(Ni, Ni, nsubj, experiencing, [experiencing],...
1?embedplayer=yes broken for videos with width ...**mdale** wrote:\\n\\n@Ryan, I just mean you wil...1383856310PHID-USER-ynivjflmc2dcl6w5ut5vFalsePHID-TASK-lfhsyqihbylzxoeftr7mtask_subcommentNaNFalse21.02013-11-07 20:31:50+00:00Falsemdale wrote:\\n\\n@Ryan, I just mean you wil...[( , , dep, mdale, [mdale, wrote], [ ], []...
2?embedplayer=yes broken for videos with width ...Ni!\\n\\n=) Thanks everyone for helping verify a...1383796532PHID-USER-wr7prgh3p37xrvbdr6w5FalsePHID-TASK-lfhsyqihbylzxoeftr7mtask_subcommentNaNFalse32.02013-11-07 03:55:32+00:00FalseNi!\\n\\n=) Thanks everyone for helping verify a...[(Ni, Ni, ROOT, Ni, [], [Ni, !, \\n\\n], [!]), (...
3?embedplayer=yes broken for videos with width ...> So putting it back to 200px specifically for...1383776933PHID-USER-a5pveeqqwaddgfjiv2fqFalsePHID-TASK-lfhsyqihbylzxoeftr7mtask_subcommentNaNFalse43.02013-11-06 22:28:53+00:00False> So putting it back to 200px specifically for...[(>, >, dep, seem, [seem], [>], []), (So, so, ...
4?embedplayer=yes broken for videos with width ...Many thanks to Brian and Mark for their fine w...1383775629PHID-USER-dbudsaorcqut7sg3vvbiFalsePHID-TASK-lfhsyqihbylzxoeftr7mtask_subcommentNaNFalse54.02013-11-06 22:07:09+00:00FalseMany thanks to Brian and Mark for their fine w...[(Many, many, amod, thanks, [thanks], [Many], ...
................................................
46297Add Taiwan in Chinese to the monuments database**romaine.wiki** wrote:\\n\\nhttps://commons.wik...1377925197PHID-USER-ynivjflmc2dcl6w5ut5vFalsePHID-TASK-ze253b4m6dtco37373fctask_subcommentNaNFalse4629846297.02013-08-31 04:59:57+00:00Falseromaine.wiki wrote:\\n\\n[( , , dep, romaine.wiki, [romaine.wiki, wr...
46298Add Taiwan in Chinese to the monuments databaseWe're playing with the templates on https://zh...1377632023PHID-USER-bdyms27sdtgdvjm7zfz4FalsePHID-TASK-ze253b4m6dtco37373fctask_subcommentNaNFalse4629946298.02013-08-27 19:33:43+00:00FalseWe're playing with the templates on Dennis ...[(We, we, nsubj, playing, [playing, seems], [W...
46299Add Taiwan in Chinese to the monuments databaseThe links are all listed on https://commons.wi...1377427853PHID-USER-bdyms27sdtgdvjm7zfz4FalsePHID-TASK-ze253b4m6dtco37373fctask_subcommentNaNFalse4630046299.02013-08-25 10:50:53+00:00FalseThe links are all listed on . The Unique Iden...[(The, the, det, links, [links, listed], [The]...
46300Add Taiwan in Chinese to the monuments databaseLooks like some lists are available, but not i...1376771718PHID-USER-cw4amt4ewxdze5qcjdcaFalsePHID-TASK-ze253b4m6dtco37373fctask_subcommentNaNFalse4630146300.02013-08-17 20:35:18+00:00FalseLooks like some lists are available, but not i...[(Looks, look, ROOT, Looks, [], [Looks, like, ...
46301Add Taiwan in Chinese to the monuments databaseWe already have a lot of sources in the monume...1376423842PHID-USER-cw4amt4ewxdze5qcjdcaFalsePHID-TASK-ze253b4m6dtco37373fctask_subcommentNaNFalse4630246301.02013-08-13 19:57:22+00:00FalseWe already have a lot of sources in the monume...[(We, we, nsubj, have, [have], [We], []), (alr...
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The Unique Iden... \n", - "46300 Looks like some lists are available, but not i... \n", - "46301 We already have a lot of sources in the monume... \n", - "\n", - " dependency_tree \n", - "0 [(Ni, Ni, nsubj, experiencing, [experiencing],... \n", - "1 [( , , dep, mdale, [mdale, wrote], [ ], []... \n", - "2 [(Ni, Ni, ROOT, Ni, [], [Ni, !, \\n\\n], [!]), (... \n", - "3 [(>, >, dep, seem, [seem], [>], []), (So, so, ... \n", - "4 [(Many, many, amod, thanks, [thanks], [Many], ... \n", - "... ... \n", - "46297 [( , , dep, romaine.wiki, [romaine.wiki, wr... \n", - "46298 [(We, we, nsubj, playing, [playing, seems], [W... \n", - "46299 [(The, the, det, links, [links, listed], [The]... \n", - "46300 [(Looks, look, ROOT, Looks, [], [Looks, like, ... \n", - "46301 [(We, we, nsubj, have, [have], [We], []), (alr... \n", - "\n", - "[26300 rows x 15 columns]" - ] - }, - "execution_count": 36, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "comment_phab_df" - ] - }, - { - "cell_type": "code", - "execution_count": 27, + "execution_count": 107, "id": "a3f5d40b-f56e-4e31-a7f9-40b7ddb4d2a4", "metadata": {}, "outputs": [], @@ -725,7 +381,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 108, "id": "828fb57a-e152-42ef-9c60-660648898532", "metadata": {}, "outputs": [ @@ -733,25 +389,25 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_11370/2858732056.py:2: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/2858732056.py:2: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " comment_phab_df['avg_vad_scores'] = comment_phab_df['dependency_tree'].apply(vad_scoring)\n", - "/tmp/ipykernel_11370/2858732056.py:3: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/2858732056.py:3: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " comment_phab_df['dominant_wc'] = comment_phab_df['dependency_tree'].apply(dominance_prevail)\n", - "/tmp/ipykernel_11370/2858732056.py:4: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/2858732056.py:4: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " comment_phab_df['arousal_wc'] = comment_phab_df['dependency_tree'].apply(arousal_prevail)\n", - "/tmp/ipykernel_11370/2858732056.py:5: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/2858732056.py:5: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", @@ -770,7 +426,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 109, "id": "27e47f6f-0257-4b70-b222-e91ef888c900", "metadata": {}, "outputs": [ @@ -778,19 +434,19 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_11370/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/335308388.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " comment_phab_df[['average_v_score', 'average_a_score', 'average_d_score']] = pd.DataFrame(comment_phab_df['avg_vad_scores'].tolist(), index=comment_phab_df.index)\n", - "/tmp/ipykernel_11370/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/335308388.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " comment_phab_df[['average_v_score', 'average_a_score', 'average_d_score']] = pd.DataFrame(comment_phab_df['avg_vad_scores'].tolist(), index=comment_phab_df.index)\n", - "/tmp/ipykernel_11370/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/335308388.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", @@ -806,7 +462,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 110, "id": "184ccbe6-0a7a-41b8-9b02-bc439ff975d0", "metadata": {}, "outputs": [], @@ -860,7 +516,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 39, "id": "82498686-14f4-40c8-9e33-27b31f115b47", "metadata": {}, "outputs": [], @@ -873,7 +529,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 111, "id": "82cd9dde-0d14-4de5-8482-5a39de8d2869", "metadata": {}, "outputs": [ @@ -881,13 +537,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_11370/1702682277.py:7: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", + "/tmp/ipykernel_13098/1702682277.py:7: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", " task_phab_df['week'] = task_phab_df['timestamp'].dt.to_period('W').dt.start_time\n" ] }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -924,7 +580,7 @@ "#sns.lineplot(x=aff_new_tasks.index, y=aff_new_tasks.values, color='#c7756a',linestyle=\"dotted\", label=\"WMF-affiliated new authors\", marker='x')\n", "#sns.lineplot(x=unaff_new_tasks.index, y=unaff_new_tasks.values, color='#5da2d8', linestyle=\"dotted\", label=\"Nonaffiliated new authors\", marker='x')\n", "\n", - "plt.title('New Phabricator Tasks Indexed with HTTPS')\n", + "plt.title('New Relevant Phabricator Tasks Indexed with HTTPS')\n", "plt.xlabel('Timestamp')\n", "plt.ylabel('Unique taskPHIDs')\n", "plt.xticks(rotation=45)\n", @@ -938,7 +594,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 112, "id": "9a9b08a7-6c95-4971-b259-8e713c58fbe7", "metadata": {}, "outputs": [ @@ -946,23 +602,23 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_11370/3743952880.py:4: SettingWithCopyWarning: \n", + "/tmp/ipykernel_13098/3506948764.py:4: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " unaff_tasks_phab_df['speakers_task'] = unaff_tasks_phab_df.groupby('speaker')['timestamp'].rank(method='first').astype(int)\n", - "/tmp/ipykernel_11370/3743952880.py:17: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", + "/tmp/ipykernel_13098/3506948764.py:17: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", " unaff_tasks_phab_df['week'] = unaff_tasks_phab_df['timestamp'].dt.to_period('W').dt.start_time\n", - "/tmp/ipykernel_11370/3743952880.py:18: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + "/tmp/ipykernel_13098/3506948764.py:18: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", " weekly_breakdown = unaff_tasks_phab_df.groupby(['week', 'task_bins']).size().unstack(fill_value=0)\n", - "/tmp/ipykernel_11370/3743952880.py:20: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + "/tmp/ipykernel_13098/3506948764.py:20: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", " speaker_breakdown = unaff_tasks_phab_df.groupby(['week', 'task_bins']).nunique()['speaker'].unstack(fill_value=0)\n" ] }, { "data": { - "image/png": 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", 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K03zbtm2mb9++ZteuXW6MjIu0f/9+88ILL5jHH3/czJ8/35w4ccL3a/Hx8RzLyyGa2+V8e3MsLz+K07y8Hsv56XsW2bZtmzp37qzBgwf7LnY5Z84ceb1eBQQE6L777lNwcLBmz5591uvOT5w4oRo1arg0OYpr165d6tatmwYMGKBGjRrp9ddf16BBgzRjxgxJ0lNPPaXTp0/rH//4x1nXFYP/KU5v+Dea2+dimicnJysiIsKFqXExdu7cqe7du6tTp04KCQnRkiVLdNVVV+mxxx5T//79NWnSJCUmJnIsL0dobpfi9IZ/u5jm5fJY7upKDI7ZvHmzCQ0NNU899ZQxxpjp06ebiIgIc/DgQd99cnJyzvp9+fn5js2IkpWammp69uxpxowZ47tt9uzZ5p577jFpaWlF7vvr77rA/9DbPjS3T3Gb099/nTp1ynTp0sU8+eSTvtt27NhhAgMDTYcOHcynn37q3nAoFTS3C73tU9zm5flYzjWlLJCcnKyrrrpKQ4cO1bPPPitJGj58uJo0aaLJkyfLGCNjzDl/ml5AAA8Rf5aamqoWLVr43t6xY4e2bt2qK664Qn/+8581Z84cSeK7LuUEve1Dc/sUpzn9/Vdubq4yMzPVu3dvFRQUKCMjQy1atFCXLl2Un5+vWbNmaffu3W6PiRJEc7vQ2z7FbV6ej+VsHCwQERGhdevW6aWXXpJ05vTeoKAg9e7dW3FxcUpMTJTH45HhlZzlSkZGhk6dOqV169bp3//+tyZOnKh33nlHDzzwgJ555hmFhIRowYIF+vbbb90eFSWA3vahuX1obp+0tDTt2bNHx48fV0BAgCpVqqQjR44oJydHY8aM0ZYtW/Txxx+7PSZKEM3tQm/70Pwc3D1RC04qPOWv8N9Hjx41lStXNlOmTHFzLJSif//736Zp06bmxhtvNLVq1TILFizw/dqBAwdMpUqVzFtvveXihChJ9LYPze1Dc/uMGjXKeL1eM3HiRPPyyy+b8PBwM2zYMGOMMS+++KLp2rWrSU9PL9cv7bANze1Cb/vQvKggt5diKB2HDx/Wnj17dOLECfXq1UsRERGqUKGC8vPzFRgYqPz8fNWpU0dDhw7V559/rjvvvFMNGjRwe2xchF82v+aaaxQWFqa+fftq7dq18nq9uuaaa9SwYUNJUkFBgapXr66oqCiFh4e7PDmKg972obl9aG6fXz9/q1atmiZNmqSwsDDNnz9ftWrV0ujRozVhwgRJUlJSkiSpUqVKbo6Ni0Bzu9DbPjQ/D25vxVDytm3bZmrVqmXat29vKlSoYFq3bm3GjBljTp06ZYwxJi8vz3ffpUuXmtDQULN48WKXpkVJOFfzv/71ryYxMdEYc+asuCZNmph33nnHGHPmovYTJ040DRo0MD/++KOLk6M46G0fmtuH5vb5dfOWLVuasWPH+p6/nThxwvffhYYOHWoeeOABk5OTY8131MsTmtuF3vah+flhKVXOJCcnm/bt2/ueuGZmZppx48aZLl26mAEDBviezP5yMdW7d28TExNj8vPzrXnglyd/1PzEiRPGGGOee+454/F4zJVXXmm6d+9u6tWrZ7Zs2eLy9LhQ9LYPze1Dc/v8VvPOnTub/v37m5MnTxpjfr4Ew/79+83jjz9uwsLCzM6dO90cHcVEc7vQ2z40P38spcqZ+Ph406RJE7Nq1SrfbdnZ2ebtt982nTt3NnfccYdJTU01xhiTn59vjDHm448/Nt9//70r8+Li/VHz22+/3df8o48+Mg8++KCZNm2a2b9/v1sj4yLQ2z40tw/N7fN7zf/0pz8VaZ6YmGjGjx9voqOjWUL6MZrbhd72ofn5YylVzpw4ccK0adPGzJo1yxjz8+Y1Pz/fvPrqq6Z9+/Zm/vz5xpiiZ0vBf/1R86ioKF9z+D9624fm9qG5fS7k+Zsxxhw5csQkJCS4MitKBs3tQm/70Pz8eYwxxu3rWqHk5ObmatCgQTp27JgWLFjguwBqoT59+ig4OFhLlixxaUKUtPNpHhQUpM8//9ylCVGS6G0fmtuH5vbh+Zt9aG4XetuH5ucvwO0BUHKMMQoODtZrr72mAwcOaMSIETp+/Lh+uXfs16+fTp48qaysLBcnRUk53+aJiYk0LwfobR+a24fm9uH5m31obhd624fmF4alVDni8XiUk5OjmjVr6osvvtCGDRt05513Ki4uTvn5+ZKkb7/9VpGRkQoIIH15QHO70Ns+NLcPze1Dc/vQ3C70tg/NLwwv3/Njxhh5PB7f2/n5+QoMDFRiYqJycnKUmZmpvn37qkqVKsrLy1OTJk301Vdfac2aNWrXrp2Lk6O4aG4XetuH5vahuX1obh+a24Xe9qH5xWEt54dycnIkSdnZ2ZLOfBDk5eUpMDBQP/zwg9q1a6evvvpKTZo00aZNmzRy5Ej16tVLHTt21KZNm3jg+yGa24Xe9qG5fWhuH5rbh+Z2obd9aF4yOFPKz3z33XeaNm2ajh49qtq1a2vMmDFq06aNJOmnn35S27Ztdcstt2jOnDkyxnA6YDlAc7vQ2z40tw/N7UNz+9DcLvS2D81LDv9n/MiOHTvUpUsXeb1eXXrppUpISNCMGTOUm5ur/Px8bdy4Uffdd59mz54tj8fDA78coLld6G0fmtuH5vahuX1obhd624fmJYszpfxEfHy8evXqpdtuu03PPvusJOmZZ57RoUOH9NZbbykrK0sVK1b0vX4V/o/mdqG3fWhuH5rbh+b2obld6G0fmpc8VnZ+YtOmTeratatGjBjhuy01NVVxcXHq1KmTevXqpWXLlikwMFDsGcsHmtuF3vahuX1obh+a24fmdqG3fWhe8jhTyk8kJycrISFBzZs3lyS9+OKLmjBhgp5//nlVrFhR27Zt01tvvaW4uDi1bdvW5WlREmhuF3rbh+b2obl9aG4fmtuF3vaheckLcnsA/L7C0/4iIiIUEREh6cxV/vfv369FixapV69eks6cRvjZZ5/p22+/5cHv52huF3rbh+b2obl9aG4fmtuF3vaheelhKVVGJScnKyIiQoGBgUVej2qMUYUKFTR79mwFBASooKBAAQEB8ng8qlOnjho0aODy5CgumtuF3vahuX1obh+a24fmdqG3fWhe+rimVBm0Z88etW/fXhMmTJAkBQYGqqCgQJLk8XiK/LvwSv5vvPGG8vLy1KJFCxcmxsWiuV3obR+a24fm9qG5fWhuF3rbh+bO4EypMubw4cO6/fbbFRQUpE8//VRBQUGaMGFCke2r9PODf+/evZozZ47effddrVy5UrVr13ZzfBQDze1Cb/vQ3D40tw/N7UNzu9DbPjR3DkupMsQYo4ULF6pu3boaOXKk1q5dq4ULF0qS7wPgl6cM7tq1S++9957WrFmjVatWqV27dm6Oj2KguV3obR+a24fm9qG5fWhuF3rbh+YOMyhTjh07Zt59911jjDEJCQlm4sSJpkWLFuZvf/ub7z75+fm+/965c6dJSEhwfE6UHJrbhd72obl9aG4fmtuH5naht31o7hyWUmXc0aNHz/kB8PHHH7s4FUoTze1Cb/vQ3D40tw/N7UNzu9DbPjQvPbx8z2XHjh3T4cOHderUKV1zzTW+UwALCgp8V+4fOnSoJOmDDz6QMUYpKSmaOXOmfvrpJ9WtW9fN8VEMNLcLve1Dc/vQ3D40tw/N7UJv+9DcRa6tw2C2bdtmGjZsaJo1a2bCw8NNixYtzIIFC0xiYqIx5szpgAUFBcaYM5vZCRMmGI/HY6pWrWri4uLcHB3FRHO70Ns+NLcPze1Dc/vQ3C70tg/N3RXg9lLMVidOnNDAgQN1xx13aOnSpdq9e7cuv/xyTZ48WS+//LJOnDjhu6K/JNWpU0fx8fEKDQ3VmjVr1KFDBxenR3HQ3C70tg/N7UNz+9DcPjS3C73tQ/MywO2tmK127dplGjVqdNZmdezYsaZt27bmhRdeMOnp6b7b33zzTRMREWG2bNni9KgoITS3C73tQ3P70Nw+NLcPze1Cb/vQ3H2cKeWS3Nxc5eXlKSMjQ5KUmZkpSXr++ecVGxur119/Xd9//73v/jfccIO2bNmiqKgoV+bFxaO5XehtH5rbh+b2obl9aG4XetuH5u7zGGOM20PYqlOnTqpSpYpWrFghScrOzpbX65UkdezYUU2bNtXChQuVn5/vu9Aa/BvN7UJv+9DcPjS3D83tQ3O70Ns+NHcXZ0o5JD09XWlpaUpNTfXdNmfOHO3atUu33367JMnr9SovL0+S1K1bN6Wnp0sSD3w/RXO70Ns+NLcPze1Dc/vQ3C70tg/Nyx6WUg7YvXu3br75ZsXExKhly5Z6//33JUktW7bUzJkz9eWXX+qWW25Rbm6u7yJqx48fV+XKlZWXlydOZvM/NLcLve1Dc/vQ3D40tw/N7UJv+9C8bApye4Dybvfu3erWrZvuvvtuRUdHa/PmzRo8eLBatWqlqKgo9e/fX5UrV9bDDz+sdu3aqUWLFqpQoYI+//xzrV+/XkFBJPI3NLcLve1Dc/vQ3D40tw/N7UJv+9C87OKaUqUoKSlJgwYNUosWLTRz5kzf7bGxsWrbtq1efvll321paWl69tlnlZSUpIoVK+qhhx5Sq1at3BgbF4HmdqG3fWhuH5rbh+b2obld6G0fmpdtrPtKUW5urpKTk/WXv/xFklRQUKCAgAA1btxYSUlJkiRjjIwxCg0N1bRp04rcD/6H5naht31obh+a24fm9qG5XehtH5qXbfwfLkW1atXSe++9p6uvvlqSlJ+fL0mqV6+e78Ht8XgUEBBQ5EJrHo/H+WFRImhuF3rbh+b2obl9aG4fmtuF3vahednGUqqUXXbZZZLObFmDg4MlndnCHj9+3HefqVOn6s033/Rd4Z8Hv3+juV3obR+a24fm9qG5fWhuF3rbh+ZlFy/fc0hAQICMMb4HduFGdsKECXr22We1detWLp5WztDcLvS2D83tQ3P70Nw+NLcLve1D87KHM6UcVHhN+aCgIDVo0EA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" ] @@ -1001,10 +657,10 @@ "plt.figure(figsize=(12, 8))\n", "sns.barplot(data=weekly_breakdown, x='week', y='count', hue='task_bins', palette='colorblind')\n", "#sns.barplot(data=speaker_breakdown, x='week', y='speakers', hue='task_bins', palette='colorblind')\n", - "plt.title(\"08-01-2013 to 09-30-2013 Weekly Unaffiliated Task Creation by Contirbutor Tenure\")\n", + "plt.title(\"08-01-2013 to 09-30-2013 Weekly Unaffiliated Task Creation by Contributor Tenure\")\n", "plt.xlabel('Week')\n", "plt.ylabel('Tasks')\n", - "plt.legend(title=\"Contributor had created # tasks by 08-01-2013:\")\n", + "plt.legend(title=\"Contributor had created # tasks between 06-01-2013 and 08-01-2013:\")\n", "plt.xticks(rotation=45)\n", "plt.tight_layout()\n", "plt.show()\n", @@ -1014,7 +670,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 113, "id": "b7cfad77-d48a-4708-91f3-89ae1179b90c", "metadata": {}, "outputs": [ @@ -1022,13 +678,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_11370/2708736932.py:27: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + "/tmp/ipykernel_13098/2708736932.py:27: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", " comment_counts = affective_comment_phab_df.groupby('date_group').size()\n", - "/tmp/ipykernel_11370/2708736932.py:28: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + "/tmp/ipykernel_13098/2708736932.py:28: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", " speaker_counts = affective_comment_phab_df.groupby('date_group')['speaker'].nunique()\n", - "/tmp/ipykernel_11370/2708736932.py:35: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + "/tmp/ipykernel_13098/2708736932.py:35: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", " comment_counts_engaged = affective_comment_phab_df.groupby(['date_group', 'est_commenter', 'meta.affil']).size()\n", - "/tmp/ipykernel_11370/2708736932.py:36: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", + "/tmp/ipykernel_13098/2708736932.py:36: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", " speaker_counts_engaged = affective_comment_phab_df.groupby(['date_group', 'est_commenter', 'meta.affil'])['speaker'].nunique()\n" ] }, @@ -1038,48 +694,48 @@ "text": [ "Number of comments for each date group:\n", "date_group\n", - "Before announcement 182\n", - "After announcement, before deployment 101\n", - "After deployment 694\n", + "Before announcement 565\n", + "After announcement, before deployment 297\n", + "After deployment 976\n", "dtype: int64\n", "\n", "Number of speakers for each date group:\n", "date_group\n", - "Before announcement 56\n", - "After announcement, before deployment 41\n", - "After deployment 95\n", + "Before announcement 100\n", + "After announcement, before deployment 71\n", + "After deployment 143\n", "Name: speaker, dtype: int64\n", "\n", "Number of comments for each date group and engaged commenter subgroup:\n", "date_group est_commenter meta.affil\n", - "Before announcement False False 181\n", - " True 1\n", - "After announcement, before deployment False False 101\n", - " True 0\n", - "After deployment False False 679\n", - " True 15\n", + "Before announcement False False 549\n", + " True 16\n", + "After announcement, before deployment False False 284\n", + " True 13\n", + "After deployment False False 953\n", + " True 23\n", "dtype: int64\n", "\n", "Number of speakers for each date group and engaged commenter subgroup:\n", "date_group est_commenter meta.affil\n", - "Before announcement False False 55\n", - " True 1\n", - "After announcement, before deployment False False 41\n", - " True 0\n", - "After deployment False False 92\n", - " True 10\n", + "Before announcement False False 99\n", + " True 6\n", + "After announcement, before deployment False False 70\n", + " True 8\n", + "After deployment False False 139\n", + " True 14\n", "Name: speaker, dtype: int64\n", "\n", "Number of comments for each engaged commenter subgroup, and WMF affiliation:\n", "est_commenter meta.affil\n", - "False False 961\n", - " True 16\n", + "False False 1786\n", + " True 52\n", "dtype: int64\n", "\n", "Number of speakers for each engaged commenter subgroup, and WMF affiliation:\n", "est_commenter meta.affil\n", - "False False 114\n", - " True 10\n", + "False False 184\n", + " True 23\n", "Name: speaker, dtype: int64\n" ] }, @@ -1089,13 +745,13 @@ "'\\nplot1 = sns.lmplot(data=comment_phab_df, x=\"date_created\", y=\"dominant_wc\", hue=\"date_group\", col=\"meta.affil\", row=\\'new_commenter\\', scatter=False, legend=False, palette=palette)\\nplot1.set_axis_labels(\"Timestamp\", \"Count of Dominance Polarized Words\")\\nplot1.set_titles(row_template=\"Author\\'s 100+ Comment: {row_name}\",col_template=\"WMF Affiliation: {col_name}\")\\nplot1.fig.subplots_adjust(top=0.9) # Adjust subplots to make room for the title\\nplot1.add_legend(title=\"Comment publication timestamp:\")\\nfig1 = plot1.fig\\n# Plot for arousal_wc\\nplot2 = sns.lmplot(data=comment_phab_df, x=\"date_created\", y=\"arousal_wc\", hue=\"date_group\", col=\"meta.affil\", row=\\'engaged_commenter\\', scatter=False, legend=False, palette=palette)\\nplot2.set_axis_labels(\"Timestamp\", \"Count of Arousal Polarized Words\")\\nplot2.set_titles(row_template=\"Author\\'s 100+ Comment: {row_name}\",col_template=\"WMF Affiliation: {col_name}\")\\nplot2.add_legend(title=\"Comment publication timestamp:\")\\n#plot2.add_legend(title=\"Before/After 07/01/2013 Wide Release\")\\n\\nplot3 = sns.lmplot(data=comment_phab_df, x=\"date_created\", y=\"valence_wc\", hue=\"date_group\", col=\"meta.affil\", row=\\'engaged_commenter\\', scatter=False, legend=False, palette=palette)\\nplot3.set_axis_labels(\"Timestamp\", \"Count of Valence Polarized Words\")\\nplot3.set_titles(row_template=\"Author\\'s 100+ Comment: {row_name}\",col_template=\"WMF Affiliation: {col_name}\")\\nplot3.add_legend(title=\"Comment publication timestamp:\")\\n'" ] }, - "execution_count": 34, + "execution_count": 113, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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