From 1433ea5d098ba167d43f3d376e3784f18ae86666 Mon Sep 17 00:00:00 2001 From: Matthew Gaughan Date: Wed, 30 Apr 2025 18:23:14 -0700 Subject: [PATCH] updating c1 and c3 analysis --- .../031025_phab_comments-checkpoint.ipynb | 64 +++++--- .../case1/031025_phab_comments.ipynb | 64 +++++--- text_analysis/case1/042125_new_tasks_fig.png | Bin 0 -> 68076 bytes .../case1/042125_weekly_tasks_by_history.png | Bin 0 -> 46801 bytes .../041525_phab_comments-checkpoint.ipynb | 142 ++++++++---------- .../case3/041525_phab_comments.ipynb | 142 ++++++++---------- .../ww-c2c3-relevance-viz-checkpoint.png | Bin ww-figures/ww-c2c3-relevance-viz.png | Bin 0 -> 430069 bytes 8 files changed, 214 insertions(+), 198 deletions(-) create mode 100644 text_analysis/case1/042125_new_tasks_fig.png create mode 100644 text_analysis/case1/042125_weekly_tasks_by_history.png rename ww-c2c3-relevance-viz.png => ww-figures/.ipynb_checkpoints/ww-c2c3-relevance-viz-checkpoint.png (100%) create mode 100644 ww-figures/ww-c2c3-relevance-viz.png diff --git a/text_analysis/case1/.ipynb_checkpoints/031025_phab_comments-checkpoint.ipynb b/text_analysis/case1/.ipynb_checkpoints/031025_phab_comments-checkpoint.ipynb index 5865c2a..e4e4958 100644 --- a/text_analysis/case1/.ipynb_checkpoints/031025_phab_comments-checkpoint.ipynb +++ b/text_analysis/case1/.ipynb_checkpoints/031025_phab_comments-checkpoint.ipynb @@ -110,7 +110,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_94014/3649688126.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/3649688126.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", @@ -133,7 +133,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_94014/1316816771.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/1316816771.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", @@ -185,7 +185,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_94014/2805711855.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/2805711855.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", @@ -208,7 +208,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_94014/2117289791.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/2117289791.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", @@ -294,25 +294,25 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_94014/2858732056.py:2: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/2858732056.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_94014/2858732056.py:3: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/2858732056.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_94014/2858732056.py:4: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/2858732056.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_94014/2858732056.py:5: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/2858732056.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", @@ -339,19 +339,19 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_94014/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/335308388.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_94014/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/335308388.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_94014/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/335308388.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", @@ -432,7 +432,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 23, "id": "82cd9dde-0d14-4de5-8482-5a39de8d2869", "metadata": {}, "outputs": [ @@ -440,13 +440,19 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_94014/2702365203.py:6: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", + "/tmp/ipykernel_44053/1879093819.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", + " task_phab_df['first_comment'] = task_phab_df.groupby('speaker')['timestamp'].rank(method='first') <= 5\n", + "/tmp/ipykernel_44053/1879093819.py:6: 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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", 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", "text/plain": [ "
" ] @@ -459,7 +465,7 @@ "plt.figure(figsize=(10, 6))\n", "#task_phab_df = phab_df[phab_df['comment_type']==\"task_description\"]\n", "task_phab_df['first_comment'] = task_phab_df.groupby('speaker')['timestamp'].rank(method='first') <= 5\n", - "#task_phab_df = task_phab_df[(task_phab_df['date_created'] < 1380585599) & (task_phab_df['date_created'] > 1352592000)]\n", + "task_phab_df = task_phab_df[(task_phab_df['date_created'] < 1380585599) & (task_phab_df['date_created'] > 1352592000)]\n", "\n", "task_phab_df['week'] = task_phab_df['timestamp'].dt.to_period('W').dt.start_time\n", "unique_taskPHIDs = task_phab_df.groupby('week')['conversation_id'].nunique()\n", @@ -470,6 +476,16 @@ "other_task_phab_df = task_phab_df[(task_phab_df['meta.affil'] != True)]\n", "other_tasks = other_task_phab_df.groupby('week')['conversation_id'].nunique()\n", "\n", + "'''\n", + "task_phab_df['week'] = task_phab_df['timestamp'].dt.to_period('W').dt.start_time\n", + "unique_taskPHIDs = task_phab_df.groupby('week')['conversation_id'].nunique()\n", + "\n", + "wmf_task_phab_df = task_phab_df[(task_phab_df['meta.affil'] == True)]\n", + "wmf_tasks = wmf_task_phab_df.groupby('week')['conversation_id'].nunique()\n", + "\n", + "other_task_phab_df = task_phab_df[(task_phab_df['meta.affil'] != True)]\n", + "other_tasks = other_task_phab_df.groupby('week')['conversation_id'].nunique()\n", + "\n", "unaff_new_tasks_phab_df = task_phab_df[(task_phab_df['first_comment'] == True) & (task_phab_df['meta.affil'] != True)]\n", "unaff_new_tasks = unaff_new_tasks_phab_df.groupby('week')['conversation_id'].nunique()\n", "\n", @@ -481,6 +497,10 @@ "sns.lineplot(x=other_tasks.index, y=other_tasks.values, color='#5da2d8', label='Nonaffiliated authors', marker='o')\n", "#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", + "\n", + "sns.barplot(x=other_tasks.index, y=other_tasks.values, color='#5da2d8', label='Nonaffiliated authors')\n", + "sns.barplot(x=wmf_tasks.index, y=-wmf_tasks.values, color='#c7756a', label='WMF-affiliated authors')\n", "\n", "plt.title('New Phabricator Tasks Indexed with \"VisualEditor\"')\n", "plt.xlabel('Timestamp')\n", @@ -488,14 +508,14 @@ "plt.xticks(rotation=45)\n", "plt.grid(True)\n", "plt.tight_layout()\n", - "#plt.show()\n", + "plt.show()\n", "\n", - "plt.savefig('042125_new_tasks_fig.png')" + "#plt.savefig('042125_new_tasks_fig.png')" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 17, "id": "9a9b08a7-6c95-4971-b259-8e713c58fbe7", "metadata": {}, "outputs": [ @@ -503,17 +523,17 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_94014/146435357.py:4: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/146435357.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_94014/146435357.py:17: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", + "/tmp/ipykernel_44053/146435357.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_94014/146435357.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_44053/146435357.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_94014/146435357.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_44053/146435357.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" ] }, diff --git a/text_analysis/case1/031025_phab_comments.ipynb b/text_analysis/case1/031025_phab_comments.ipynb index 5865c2a..e4e4958 100644 --- a/text_analysis/case1/031025_phab_comments.ipynb +++ b/text_analysis/case1/031025_phab_comments.ipynb @@ -110,7 +110,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_94014/3649688126.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/3649688126.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", @@ -133,7 +133,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_94014/1316816771.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/1316816771.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", @@ -185,7 +185,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_94014/2805711855.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/2805711855.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", @@ -208,7 +208,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_94014/2117289791.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/2117289791.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", @@ -294,25 +294,25 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_94014/2858732056.py:2: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/2858732056.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_94014/2858732056.py:3: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/2858732056.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_94014/2858732056.py:4: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/2858732056.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_94014/2858732056.py:5: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/2858732056.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", @@ -339,19 +339,19 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_94014/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/335308388.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_94014/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/335308388.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_94014/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/335308388.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", @@ -432,7 +432,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 23, "id": "82cd9dde-0d14-4de5-8482-5a39de8d2869", "metadata": {}, "outputs": [ @@ -440,13 +440,19 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_94014/2702365203.py:6: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", + "/tmp/ipykernel_44053/1879093819.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", + " task_phab_df['first_comment'] = task_phab_df.groupby('speaker')['timestamp'].rank(method='first') <= 5\n", + "/tmp/ipykernel_44053/1879093819.py:6: 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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", 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", "text/plain": [ "
" ] @@ -459,7 +465,7 @@ "plt.figure(figsize=(10, 6))\n", "#task_phab_df = phab_df[phab_df['comment_type']==\"task_description\"]\n", "task_phab_df['first_comment'] = task_phab_df.groupby('speaker')['timestamp'].rank(method='first') <= 5\n", - "#task_phab_df = task_phab_df[(task_phab_df['date_created'] < 1380585599) & (task_phab_df['date_created'] > 1352592000)]\n", + "task_phab_df = task_phab_df[(task_phab_df['date_created'] < 1380585599) & (task_phab_df['date_created'] > 1352592000)]\n", "\n", "task_phab_df['week'] = task_phab_df['timestamp'].dt.to_period('W').dt.start_time\n", "unique_taskPHIDs = task_phab_df.groupby('week')['conversation_id'].nunique()\n", @@ -470,6 +476,16 @@ "other_task_phab_df = task_phab_df[(task_phab_df['meta.affil'] != True)]\n", "other_tasks = other_task_phab_df.groupby('week')['conversation_id'].nunique()\n", "\n", + "'''\n", + "task_phab_df['week'] = task_phab_df['timestamp'].dt.to_period('W').dt.start_time\n", + "unique_taskPHIDs = task_phab_df.groupby('week')['conversation_id'].nunique()\n", + "\n", + "wmf_task_phab_df = task_phab_df[(task_phab_df['meta.affil'] == True)]\n", + "wmf_tasks = wmf_task_phab_df.groupby('week')['conversation_id'].nunique()\n", + "\n", + "other_task_phab_df = task_phab_df[(task_phab_df['meta.affil'] != True)]\n", + "other_tasks = other_task_phab_df.groupby('week')['conversation_id'].nunique()\n", + "\n", "unaff_new_tasks_phab_df = task_phab_df[(task_phab_df['first_comment'] == True) & (task_phab_df['meta.affil'] != True)]\n", "unaff_new_tasks = unaff_new_tasks_phab_df.groupby('week')['conversation_id'].nunique()\n", "\n", @@ -481,6 +497,10 @@ "sns.lineplot(x=other_tasks.index, y=other_tasks.values, color='#5da2d8', label='Nonaffiliated authors', marker='o')\n", "#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", + "\n", + "sns.barplot(x=other_tasks.index, y=other_tasks.values, color='#5da2d8', label='Nonaffiliated authors')\n", + "sns.barplot(x=wmf_tasks.index, y=-wmf_tasks.values, color='#c7756a', label='WMF-affiliated authors')\n", "\n", "plt.title('New Phabricator Tasks Indexed with \"VisualEditor\"')\n", "plt.xlabel('Timestamp')\n", @@ -488,14 +508,14 @@ "plt.xticks(rotation=45)\n", "plt.grid(True)\n", "plt.tight_layout()\n", - "#plt.show()\n", + "plt.show()\n", "\n", - "plt.savefig('042125_new_tasks_fig.png')" + "#plt.savefig('042125_new_tasks_fig.png')" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 17, "id": "9a9b08a7-6c95-4971-b259-8e713c58fbe7", "metadata": {}, "outputs": [ @@ -503,17 +523,17 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_94014/146435357.py:4: SettingWithCopyWarning: \n", + "/tmp/ipykernel_44053/146435357.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_94014/146435357.py:17: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", + "/tmp/ipykernel_44053/146435357.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_94014/146435357.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_44053/146435357.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_94014/146435357.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_44053/146435357.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" ] }, diff --git a/text_analysis/case1/042125_new_tasks_fig.png b/text_analysis/case1/042125_new_tasks_fig.png new file mode 100644 index 0000000000000000000000000000000000000000..6025eafcdc540546e168cf79129ce27afddff492 GIT binary patch literal 68076 zcmd4430%&3`!?Kg8-t;H5JDJADuqzm?Oal6-)m^0?Mi9UZe}baBv+KABJHd8y$mXq zw3l`yT2#`eQa#6cH8c0zGxz^}{?Ge7@B4XtK26kh{jT5dyPW579>;Nh=khVdLks7x zoX^3*v5;|izX}J(>`o4jSz6zGjh_sxdCrG#5_Si)>{P8y?HrHWns6u_w>xcVZD(nA zVx5DD?HMy`=5`SYksX`YowBn#eMWN27OOvAAYyHMa?2X;)>F91ywiuZ&v0;X9;dIb zBIP2?IKJZGVC>(ccJ}Uv7Dqd-+R@R0a)otss@Cn^+t0&W6|=6OB5YGg!1JpZoz?TC%)Q0bY+h6KmX|+5;C-Y(>jH{oC5F1e&!!+XYDOHfAsN0>ar`% zGH1#^Y!`Ms`6AGU+vqAjpMzt!@26+o|6u=>V~!;IyVvd?7tvqN%|3Q-HvQ!l$5K2# 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zp_xJ1VtCWk7`Do04iXVln+rc*^DHWgltp-G7YT&lHA*&k(+S;p+hO3gUPe3;^fVh0I3vod6pd-;iW_KDihPItVw3_EJwTuoR4jcgY zEnGF45g%gCHRlML);P@?!6Z*dn;KKS^#erB7`HbFg@JW^yuEl1GxJPkYxWGB1t&2{ zM1MpBOT%i6iY9}HhldlO2BKL(|0Y6#2<6tBPpWv=>thfa*qLikIb5CqW~tyaV_erV z7{a)sMf3oS{n^aS+0ed>^?Rj(NQ5c(OMTVP&0%C5J6{oj@e>3oE5YptH}xZKs6a12 zS>GxpvNaQ5N(~fOQlJ7>Wb?m`sW;r@nV>_qT3VV56mn}oQJXOqi9pVkaR%%FbGtBP zya6!7G|Idc!t)+Kew=_lGAWwSHerHeuGq|ZOP!EvYde|%{E8w}K3o*`5tLyYk3q6D$_(BqFX#OhH2V`t|GWVCe;hj>Bnu37%sPh?J0*7=!N44U#N=Hci?3 za|1ZzTQF 1375315200)]\n", + "filtered_phab_df = phab_df[(phab_df['date_created'] < 1443743999) & (phab_df['date_created'] > 1372636800)]\n", "#filtered_phab_df = phab_df[(phab_df['date_created'] < 1381691276) & (phab_df['date_created'] > 1379975444)]\n", "\n", "#removing headless conversations\n", @@ -148,7 +148,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 8, "id": "942344db-c8f5-4ed6-a757-c97f8454f18b", "metadata": {}, "outputs": [ @@ -156,9 +156,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Unique conversation_ids: 2218\n", - "Unique ids: 14099\n", - "Unique speakers: 626\n" + "Unique conversation_ids: 2281\n", + "Unique ids: 14490\n", + "Unique speakers: 634\n" ] } ], @@ -174,7 +174,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 9, "id": "d226d781-b002-4842-a3ae-92d4851a5878", "metadata": {}, "outputs": [], @@ -191,7 +191,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 10, "id": "3ae40d24-bbe8-49c3-a3a9-70bde1b4d559", "metadata": {}, "outputs": [ @@ -199,7 +199,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_62952/2783900859.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/2783900859.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", @@ -224,7 +224,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 11, "id": "a8469b16-4ae6-4b06-bf1b-1f2f6c736cab", "metadata": {}, "outputs": [], @@ -253,7 +253,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 12, "id": "8b9a12f9-71bf-4bc9-bcfd-c73aab4be920", "metadata": {}, "outputs": [ @@ -261,7 +261,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_62952/2805711855.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/2805711855.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", @@ -286,7 +286,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 13, "id": "a3f5d40b-f56e-4e31-a7f9-40b7ddb4d2a4", "metadata": {}, "outputs": [], @@ -349,7 +349,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 14, "id": "828fb57a-e152-42ef-9c60-660648898532", "metadata": {}, "outputs": [ @@ -357,25 +357,25 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_62952/2858732056.py:2: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/2858732056.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_62952/2858732056.py:3: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/2858732056.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_62952/2858732056.py:4: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/2858732056.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_62952/2858732056.py:5: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/2858732056.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", @@ -394,7 +394,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 15, "id": "27e47f6f-0257-4b70-b222-e91ef888c900", "metadata": {}, "outputs": [ @@ -402,19 +402,19 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_62952/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/335308388.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_62952/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/335308388.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_62952/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/335308388.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", @@ -430,7 +430,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 16, "id": "184ccbe6-0a7a-41b8-9b02-bc439ff975d0", "metadata": {}, "outputs": [], @@ -484,7 +484,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 17, "id": "82498686-14f4-40c8-9e33-27b31f115b47", "metadata": {}, "outputs": [], @@ -507,7 +507,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 18, "id": "82cd9dde-0d14-4de5-8482-5a39de8d2869", "metadata": {}, "outputs": [ @@ -515,13 +515,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_62952/2958311105.py:7: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", + "/tmp/ipykernel_96995/627627281.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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", 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", "text/plain": [ "
" ] @@ -600,7 +600,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 19, "id": "9a9b08a7-6c95-4971-b259-8e713c58fbe7", "metadata": {}, "outputs": [ @@ -608,17 +608,17 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_62952/3303796756.py:4: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/3303796756.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_62952/3303796756.py:17: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", + "/tmp/ipykernel_96995/3303796756.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_62952/3303796756.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_96995/3303796756.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_62952/3303796756.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_96995/3303796756.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" ] }, @@ -676,7 +676,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 20, "id": "b7cfad77-d48a-4708-91f3-89ae1179b90c", "metadata": {}, "outputs": [ @@ -684,12 +684,14 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_62952/62586942.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_96995/62586942.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_62952/62586942.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_96995/62586942.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_62952/62586942.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_96995/62586942.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_96995/62586942.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" ] }, { @@ -698,45 +700,31 @@ "text": [ "Number of comments for each date group:\n", "date_group\n", - "Before announcement 10232\n", - "After announcement, before deployment 798\n", - "After deployment 3069\n", + "Before announcement 10614\n", + "After announcement, before deployment 802\n", + "After deployment 3074\n", "dtype: int64\n", "\n", "Number of speakers for each date group:\n", "date_group\n", - "Before announcement 512\n", + "Before announcement 521\n", "After announcement, before deployment 142\n", "After deployment 310\n", - "Name: speaker, dtype: int64\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_62952/62586942.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" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ + "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 9935\n", - " True 297\n", - "After announcement, before deployment False False 783\n", - " True 15\n", - "After deployment False False 2987\n", - " True 82\n", + "Before announcement False False 10317\n", + " True 297\n", + "After announcement, before deployment False False 787\n", + " True 15\n", + "After deployment False False 2992\n", + " True 82\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 509\n", + "Before announcement False False 518\n", " True 56\n", "After announcement, before deployment False False 138\n", " True 7\n", @@ -746,13 +734,13 @@ "\n", "Number of comments for each engaged commenter subgroup, and WMF affiliation:\n", "est_commenter meta.affil\n", - "False False 13705\n", + "False False 14096\n", " True 394\n", "dtype: int64\n", "\n", "Number of speakers for each engaged commenter subgroup, and WMF affiliation:\n", "est_commenter meta.affil\n", - "False False 619\n", + "False False 627\n", " True 75\n", "Name: speaker, dtype: int64\n" ] @@ -763,13 +751,13 @@ "'\\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": 49, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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" ] @@ -866,23 +854,23 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 21, "id": "5a91a59a-0d1c-48b3-93dd-b9df76ca68e5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 50, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] diff --git a/text_analysis/case3/041525_phab_comments.ipynb b/text_analysis/case3/041525_phab_comments.ipynb index 697607f..dc04734 100644 --- a/text_analysis/case3/041525_phab_comments.ipynb +++ b/text_analysis/case3/041525_phab_comments.ipynb @@ -13,7 +13,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "id": "e4f0b3f0-5255-46f1-822f-e455087ba315", "metadata": {}, "outputs": [], @@ -24,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "id": "ac5e624b-08a4-4ede-bc96-cfc26c3edac3", "metadata": {}, "outputs": [], @@ -56,7 +56,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 6, "id": "d5925c49-ea1d-4813-98aa-eae10d5879ca", "metadata": {}, "outputs": [], @@ -72,7 +72,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 7, "id": "d449164e-1d28-4580-9eb1-f0f69978f114", "metadata": {}, "outputs": [ @@ -80,13 +80,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_62952/1321857848.py:41: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/836739196.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", - "/tmp/ipykernel_62952/1321857848.py:44: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/836739196.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", @@ -112,9 +112,9 @@ " 'isGerrit': 'meta.gerrit'\n", "})\n", "\n", - "# after 08-01-2013 before 10-01-2015\n", + "# after 07-01-2013 before 10-01-2015\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'] < 1443743999) & (phab_df['date_created'] > 1375315200)]\n", + "filtered_phab_df = phab_df[(phab_df['date_created'] < 1443743999) & (phab_df['date_created'] > 1372636800)]\n", "#filtered_phab_df = phab_df[(phab_df['date_created'] < 1381691276) & (phab_df['date_created'] > 1379975444)]\n", "\n", "#removing headless conversations\n", @@ -148,7 +148,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 8, "id": "942344db-c8f5-4ed6-a757-c97f8454f18b", "metadata": {}, "outputs": [ @@ -156,9 +156,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Unique conversation_ids: 2218\n", - "Unique ids: 14099\n", - "Unique speakers: 626\n" + "Unique conversation_ids: 2281\n", + "Unique ids: 14490\n", + "Unique speakers: 634\n" ] } ], @@ -174,7 +174,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 9, "id": "d226d781-b002-4842-a3ae-92d4851a5878", "metadata": {}, "outputs": [], @@ -191,7 +191,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 10, "id": "3ae40d24-bbe8-49c3-a3a9-70bde1b4d559", "metadata": {}, "outputs": [ @@ -199,7 +199,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_62952/2783900859.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/2783900859.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", @@ -224,7 +224,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 11, "id": "a8469b16-4ae6-4b06-bf1b-1f2f6c736cab", "metadata": {}, "outputs": [], @@ -253,7 +253,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 12, "id": "8b9a12f9-71bf-4bc9-bcfd-c73aab4be920", "metadata": {}, "outputs": [ @@ -261,7 +261,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_62952/2805711855.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/2805711855.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", @@ -286,7 +286,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 13, "id": "a3f5d40b-f56e-4e31-a7f9-40b7ddb4d2a4", "metadata": {}, "outputs": [], @@ -349,7 +349,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 14, "id": "828fb57a-e152-42ef-9c60-660648898532", "metadata": {}, "outputs": [ @@ -357,25 +357,25 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_62952/2858732056.py:2: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/2858732056.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_62952/2858732056.py:3: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/2858732056.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_62952/2858732056.py:4: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/2858732056.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_62952/2858732056.py:5: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/2858732056.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", @@ -394,7 +394,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 15, "id": "27e47f6f-0257-4b70-b222-e91ef888c900", "metadata": {}, "outputs": [ @@ -402,19 +402,19 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_62952/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/335308388.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_62952/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/335308388.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_62952/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/335308388.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", @@ -430,7 +430,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 16, "id": "184ccbe6-0a7a-41b8-9b02-bc439ff975d0", "metadata": {}, "outputs": [], @@ -484,7 +484,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 17, "id": "82498686-14f4-40c8-9e33-27b31f115b47", "metadata": {}, "outputs": [], @@ -507,7 +507,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 18, "id": "82cd9dde-0d14-4de5-8482-5a39de8d2869", "metadata": {}, "outputs": [ @@ -515,13 +515,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_62952/2958311105.py:7: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", + "/tmp/ipykernel_96995/627627281.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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", 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", "text/plain": [ "
" ] @@ -600,7 +600,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 19, "id": "9a9b08a7-6c95-4971-b259-8e713c58fbe7", "metadata": {}, "outputs": [ @@ -608,17 +608,17 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_62952/3303796756.py:4: SettingWithCopyWarning: \n", + "/tmp/ipykernel_96995/3303796756.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_62952/3303796756.py:17: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", + "/tmp/ipykernel_96995/3303796756.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_62952/3303796756.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_96995/3303796756.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_62952/3303796756.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_96995/3303796756.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" ] }, @@ -676,7 +676,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 20, "id": "b7cfad77-d48a-4708-91f3-89ae1179b90c", "metadata": {}, "outputs": [ @@ -684,12 +684,14 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_62952/62586942.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_96995/62586942.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_62952/62586942.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_96995/62586942.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_62952/62586942.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_96995/62586942.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_96995/62586942.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" ] }, { @@ -698,45 +700,31 @@ "text": [ "Number of comments for each date group:\n", "date_group\n", - "Before announcement 10232\n", - "After announcement, before deployment 798\n", - "After deployment 3069\n", + "Before announcement 10614\n", + "After announcement, before deployment 802\n", + "After deployment 3074\n", "dtype: int64\n", "\n", "Number of speakers for each date group:\n", "date_group\n", - "Before announcement 512\n", + "Before announcement 521\n", "After announcement, before deployment 142\n", "After deployment 310\n", - "Name: speaker, dtype: int64\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_62952/62586942.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" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ + "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 9935\n", - " True 297\n", - "After announcement, before deployment False False 783\n", - " True 15\n", - "After deployment False False 2987\n", - " True 82\n", + "Before announcement False False 10317\n", + " True 297\n", + "After announcement, before deployment False False 787\n", + " True 15\n", + "After deployment False False 2992\n", + " True 82\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 509\n", + "Before announcement False False 518\n", " True 56\n", "After announcement, before deployment False False 138\n", " True 7\n", @@ -746,13 +734,13 @@ "\n", "Number of comments for each engaged commenter subgroup, and WMF affiliation:\n", "est_commenter meta.affil\n", - "False False 13705\n", + "False False 14096\n", " True 394\n", "dtype: int64\n", "\n", "Number of speakers for each engaged commenter subgroup, and WMF affiliation:\n", "est_commenter meta.affil\n", - "False False 619\n", + "False False 627\n", " True 75\n", "Name: speaker, dtype: int64\n" ] @@ -763,13 +751,13 @@ "'\\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": 49, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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" ] @@ -866,23 +854,23 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 21, "id": "5a91a59a-0d1c-48b3-93dd-b9df76ca68e5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 50, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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