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 27cb371..174e4d3 100644 --- a/text_analysis/case2/.ipynb_checkpoints/040425_phab_comments-checkpoint.ipynb +++ b/text_analysis/case2/.ipynb_checkpoints/040425_phab_comments-checkpoint.ipynb @@ -13,18 +13,18 @@ }, { "cell_type": "code", - "execution_count": 97, + "execution_count": 8, "id": "e4f0b3f0-5255-46f1-822f-e455087ba315", "metadata": {}, "outputs": [], "source": [ - "phab_path = \"/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case2/0402_https1_phab_comments.csv\"\n", + "phab_path = \"/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case2/0512_https_phab_comments.csv\"\n", "phab_df = pd.read_csv(phab_path)" ] }, { "cell_type": "code", - "execution_count": 98, + "execution_count": 7, "id": "ac5e624b-08a4-4ede-bc96-cfc26c3edac3", "metadata": {}, "outputs": [], @@ -49,14 +49,14 @@ " if \"tls\" in word.lower():\n", " return True\n", " #cert\n", - " if word.lower().startswith(\"cert\"):\n", + " if word.lower().startswith(\"cert\") and not word.lower().startswith(\"certain\"):\n", " return True\n", " return False" ] }, { "cell_type": "code", - "execution_count": 99, + "execution_count": 9, "id": "d5925c49-ea1d-4813-98aa-eae10d5879ca", "metadata": {}, "outputs": [], @@ -72,7 +72,7 @@ }, { "cell_type": "code", - "execution_count": 100, + "execution_count": 10, "id": "d449164e-1d28-4580-9eb1-f0f69978f114", "metadata": {}, "outputs": [ @@ -80,13 +80,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_13098/2662409405.py:41: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/3758790231.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_13098/2662409405.py:44: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/3758790231.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 12-1-2012 before 12-1-2013\n", + "# after 9-3-2011 before 11-27-2013\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'] < 1385596799) & (phab_df['date_created'] > 1315008000)]\n", "#filtered_phab_df = phab_df[(phab_df['date_created'] < 1381691276) & (phab_df['date_created'] > 1379975444)]\n", "\n", "#removing headless conversations\n", @@ -141,14 +141,14 @@ "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" + "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": 101, + "execution_count": 11, "id": "942344db-c8f5-4ed6-a757-c97f8454f18b", "metadata": {}, "outputs": [ @@ -156,9 +156,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Unique conversation_ids: 382\n", - "Unique ids: 1838\n", - "Unique speakers: 189\n" + "Unique conversation_ids: 1021\n", + "Unique ids: 6282\n", + "Unique speakers: 293\n" ] } ], @@ -174,7 +174,7 @@ }, { "cell_type": "code", - "execution_count": 102, + "execution_count": 12, "id": "d226d781-b002-4842-a3ae-92d4851a5878", "metadata": {}, "outputs": [], @@ -191,7 +191,7 @@ }, { "cell_type": "code", - "execution_count": 103, + "execution_count": 13, "id": "3ae40d24-bbe8-49c3-a3a9-70bde1b4d559", "metadata": {}, "outputs": [ @@ -199,7 +199,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_13098/2783900859.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/2783900859.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": 104, + "execution_count": 14, "id": "a8469b16-4ae6-4b06-bf1b-1f2f6c736cab", "metadata": {}, "outputs": [], @@ -253,7 +253,7 @@ }, { "cell_type": "code", - "execution_count": 105, + "execution_count": 15, "id": "8b9a12f9-71bf-4bc9-bcfd-c73aab4be920", "metadata": {}, "outputs": [ @@ -261,7 +261,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_13098/2805711855.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/2805711855.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", @@ -318,7 +318,7 @@ }, { "cell_type": "code", - "execution_count": 107, + "execution_count": 16, "id": "a3f5d40b-f56e-4e31-a7f9-40b7ddb4d2a4", "metadata": {}, "outputs": [], @@ -381,7 +381,7 @@ }, { "cell_type": "code", - "execution_count": 108, + "execution_count": 17, "id": "828fb57a-e152-42ef-9c60-660648898532", "metadata": {}, "outputs": [ @@ -389,25 +389,25 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_13098/2858732056.py:2: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/2858732056.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_13098/2858732056.py:3: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/2858732056.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_13098/2858732056.py:4: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/2858732056.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_13098/2858732056.py:5: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/2858732056.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", @@ -426,7 +426,7 @@ }, { "cell_type": "code", - "execution_count": 109, + "execution_count": 18, "id": "27e47f6f-0257-4b70-b222-e91ef888c900", "metadata": {}, "outputs": [ @@ -434,19 +434,19 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_13098/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/335308388.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_13098/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/335308388.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_13098/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/335308388.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", @@ -462,7 +462,7 @@ }, { "cell_type": "code", - "execution_count": 110, + "execution_count": 19, "id": "184ccbe6-0a7a-41b8-9b02-bc439ff975d0", "metadata": {}, "outputs": [], @@ -516,7 +516,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 20, "id": "82498686-14f4-40c8-9e33-27b31f115b47", "metadata": {}, "outputs": [], @@ -529,7 +529,7 @@ }, { "cell_type": "code", - "execution_count": 111, + "execution_count": 21, "id": "82cd9dde-0d14-4de5-8482-5a39de8d2869", "metadata": {}, "outputs": [ @@ -537,13 +537,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_13098/1702682277.py:7: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", + "/tmp/ipykernel_59130/2457686520.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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", "text/plain": [ "
" ] @@ -559,6 +559,7 @@ "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'] < 1383264000) & (task_phab_df['date_created'] > 1351728000)]\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", @@ -587,7 +588,15 @@ "plt.grid(True)\n", "plt.tight_layout()\n", "plt.show()\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", "#plt.savefig('031825_new_tasks_fig.png')" ] @@ -987,7 +996,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.11.11" } }, "nbformat": 4, diff --git a/text_analysis/case2/040425_phab_comments.ipynb b/text_analysis/case2/040425_phab_comments.ipynb index 27cb371..73147cc 100644 --- a/text_analysis/case2/040425_phab_comments.ipynb +++ b/text_analysis/case2/040425_phab_comments.ipynb @@ -13,18 +13,18 @@ }, { "cell_type": "code", - "execution_count": 97, + "execution_count": 8, "id": "e4f0b3f0-5255-46f1-822f-e455087ba315", "metadata": {}, "outputs": [], "source": [ - "phab_path = \"/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case2/0402_https1_phab_comments.csv\"\n", + "phab_path = \"/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case2/0512_https_phab_comments.csv\"\n", "phab_df = pd.read_csv(phab_path)" ] }, { "cell_type": "code", - "execution_count": 98, + "execution_count": 7, "id": "ac5e624b-08a4-4ede-bc96-cfc26c3edac3", "metadata": {}, "outputs": [], @@ -49,14 +49,14 @@ " if \"tls\" in word.lower():\n", " return True\n", " #cert\n", - " if word.lower().startswith(\"cert\"):\n", + " if word.lower().startswith(\"cert\") and not word.lower().startswith(\"certain\"):\n", " return True\n", " return False" ] }, { "cell_type": "code", - "execution_count": 99, + "execution_count": 9, "id": "d5925c49-ea1d-4813-98aa-eae10d5879ca", "metadata": {}, "outputs": [], @@ -72,7 +72,7 @@ }, { "cell_type": "code", - "execution_count": 100, + "execution_count": 10, "id": "d449164e-1d28-4580-9eb1-f0f69978f114", "metadata": {}, "outputs": [ @@ -80,13 +80,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_13098/2662409405.py:41: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/3758790231.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_13098/2662409405.py:44: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/3758790231.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 12-1-2012 before 12-1-2013\n", + "# after 9-3-2011 before 11-27-2013\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'] < 1385596799) & (phab_df['date_created'] > 1315008000)]\n", "#filtered_phab_df = phab_df[(phab_df['date_created'] < 1381691276) & (phab_df['date_created'] > 1379975444)]\n", "\n", "#removing headless conversations\n", @@ -141,14 +141,14 @@ "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" + "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": 101, + "execution_count": 11, "id": "942344db-c8f5-4ed6-a757-c97f8454f18b", "metadata": {}, "outputs": [ @@ -156,9 +156,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Unique conversation_ids: 382\n", - "Unique ids: 1838\n", - "Unique speakers: 189\n" + "Unique conversation_ids: 1021\n", + "Unique ids: 6282\n", + "Unique speakers: 293\n" ] } ], @@ -174,7 +174,7 @@ }, { "cell_type": "code", - "execution_count": 102, + "execution_count": 12, "id": "d226d781-b002-4842-a3ae-92d4851a5878", "metadata": {}, "outputs": [], @@ -191,7 +191,7 @@ }, { "cell_type": "code", - "execution_count": 103, + "execution_count": 13, "id": "3ae40d24-bbe8-49c3-a3a9-70bde1b4d559", "metadata": {}, "outputs": [ @@ -199,7 +199,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_13098/2783900859.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/2783900859.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": 104, + "execution_count": 14, "id": "a8469b16-4ae6-4b06-bf1b-1f2f6c736cab", "metadata": {}, "outputs": [], @@ -253,7 +253,7 @@ }, { "cell_type": "code", - "execution_count": 105, + "execution_count": 15, "id": "8b9a12f9-71bf-4bc9-bcfd-c73aab4be920", "metadata": {}, "outputs": [ @@ -261,7 +261,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_13098/2805711855.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/2805711855.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", @@ -318,7 +318,7 @@ }, { "cell_type": "code", - "execution_count": 107, + "execution_count": 16, "id": "a3f5d40b-f56e-4e31-a7f9-40b7ddb4d2a4", "metadata": {}, "outputs": [], @@ -381,7 +381,7 @@ }, { "cell_type": "code", - "execution_count": 108, + "execution_count": 17, "id": "828fb57a-e152-42ef-9c60-660648898532", "metadata": {}, "outputs": [ @@ -389,25 +389,25 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_13098/2858732056.py:2: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/2858732056.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_13098/2858732056.py:3: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/2858732056.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_13098/2858732056.py:4: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/2858732056.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_13098/2858732056.py:5: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/2858732056.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", @@ -426,7 +426,7 @@ }, { "cell_type": "code", - "execution_count": 109, + "execution_count": 18, "id": "27e47f6f-0257-4b70-b222-e91ef888c900", "metadata": {}, "outputs": [ @@ -434,19 +434,19 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_13098/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/335308388.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_13098/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/335308388.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_13098/335308388.py:1: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/335308388.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", @@ -462,7 +462,7 @@ }, { "cell_type": "code", - "execution_count": 110, + "execution_count": 19, "id": "184ccbe6-0a7a-41b8-9b02-bc439ff975d0", "metadata": {}, "outputs": [], @@ -516,7 +516,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 20, "id": "82498686-14f4-40c8-9e33-27b31f115b47", "metadata": {}, "outputs": [], @@ -529,7 +529,7 @@ }, { "cell_type": "code", - "execution_count": 111, + "execution_count": 22, "id": "82cd9dde-0d14-4de5-8482-5a39de8d2869", "metadata": {}, "outputs": [ @@ -537,13 +537,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_13098/1702682277.py:7: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", + "/tmp/ipykernel_59130/1194677655.py:37: 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": [ "
" ] @@ -559,6 +559,7 @@ "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'] < 1383264000) & (task_phab_df['date_created'] > 1351728000)]\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", @@ -587,14 +588,34 @@ "plt.grid(True)\n", "plt.tight_layout()\n", "plt.show()\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", + "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 Relevant Phabricator Tasks Indexed with HTTP')\n", + "plt.xlabel('Timestamp')\n", + "plt.ylabel('Unique taskPHIDs')\n", + "plt.xticks(rotation=90)\n", + "# Customize the x-axis for weekly labels\n", + "plt.grid(True)\n", + "plt.tight_layout()\n", + "plt.show()\n", "\n", "#plt.savefig('031825_new_tasks_fig.png')" ] }, { "cell_type": "code", - "execution_count": 112, + "execution_count": 23, "id": "9a9b08a7-6c95-4971-b259-8e713c58fbe7", "metadata": {}, "outputs": [ @@ -602,23 +623,23 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_13098/3506948764.py:4: SettingWithCopyWarning: \n", + "/tmp/ipykernel_59130/3939123449.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_13098/3506948764.py:17: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.\n", + "/tmp/ipykernel_59130/3939123449.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_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", + "/tmp/ipykernel_59130/3939123449.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_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", + "/tmp/ipykernel_59130/3939123449.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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", "text/plain": [ "
" ] @@ -633,8 +654,8 @@ "# Rank speaker's task values within each group\n", "unaff_tasks_phab_df['speakers_task'] = unaff_tasks_phab_df.groupby('speaker')['timestamp'].rank(method='first').astype(int)\n", "\n", - "# Filter dates 08-01-2013 to 09-30-2013\n", - "unaff_tasks_phab_df = unaff_tasks_phab_df[(unaff_tasks_phab_df['date_created'] < 1380499200) & (unaff_tasks_phab_df['date_created'] > 1375315200)]\n", + "# Filter dates 08-01-2013 to 11-27-2013\n", + "unaff_tasks_phab_df = unaff_tasks_phab_df[(unaff_tasks_phab_df['date_created'] < 1385596799) & (unaff_tasks_phab_df['date_created'] > 1375315200)]\n", "# Bin the speakers based on the number of tasks they created\n", "bins = [0, 6, 26, 51, float('inf')]\n", "labels = ['0-5', '6-25', '26-50', '51+']\n", @@ -657,10 +678,10 @@ "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 Contributor Tenure\")\n", + "plt.title(\"08-01-2013 to 11-27-2013 Weekly Unaffiliated Task Creation by Contributor Tenure\")\n", "plt.xlabel('Week')\n", "plt.ylabel('Tasks')\n", - "plt.legend(title=\"Contributor had created # tasks between 06-01-2013 and 08-01-2013:\")\n", + "plt.legend(title=\"Contributor had created # tasks between 09-03-2011 and 08-01-2013:\")\n", "plt.xticks(rotation=45)\n", "plt.tight_layout()\n", "plt.show()\n", @@ -670,7 +691,7 @@ }, { "cell_type": "code", - "execution_count": 113, + "execution_count": 25, "id": "b7cfad77-d48a-4708-91f3-89ae1179b90c", "metadata": {}, "outputs": [ @@ -678,13 +699,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/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", + "/tmp/ipykernel_59130/2708736932.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_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", + "/tmp/ipykernel_59130/2708736932.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_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", + "/tmp/ipykernel_59130/2708736932.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_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", + "/tmp/ipykernel_59130/2708736932.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" ] }, @@ -694,48 +715,64 @@ "text": [ "Number of comments for each date group:\n", "date_group\n", - "Before announcement 565\n", - "After announcement, before deployment 297\n", - "After deployment 976\n", + "Before announcement 4890\n", + "After announcement, before deployment 328\n", + "After deployment 1064\n", "dtype: int64\n", "\n", "Number of speakers for each date group:\n", "date_group\n", - "Before announcement 100\n", - "After announcement, before deployment 71\n", - "After deployment 143\n", + "Before announcement 243\n", + "After announcement, before deployment 73\n", + "After deployment 145\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 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", + "Before announcement False False 1927\n", + " True 38\n", + " True False 2832\n", + " True 93\n", + "After announcement, before deployment False False 134\n", + " True 4\n", + " True False 170\n", + " True 20\n", + "After deployment False False 539\n", + " True 9\n", + " True False 503\n", + " True 13\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 99\n", - " True 6\n", - "After announcement, before deployment False False 70\n", - " True 8\n", - "After deployment False False 139\n", + "Before announcement False False 221\n", " True 14\n", + " True False 20\n", + " True 15\n", + "After announcement, before deployment False False 52\n", + " True 4\n", + " True False 18\n", + " True 9\n", + "After deployment False False 126\n", + " True 8\n", + " True False 17\n", + " True 5\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 1786\n", - " True 52\n", + "False False 2600\n", + " True 51\n", + "True False 3505\n", + " True 126\n", "dtype: int64\n", "\n", "Number of speakers for each engaged commenter subgroup, and WMF affiliation:\n", "est_commenter meta.affil\n", - "False False 184\n", - " True 23\n", + "False False 269\n", + " True 24\n", + "True False 20\n", + " True 16\n", "Name: speaker, dtype: int64\n" ] }, @@ -745,15 +782,15 @@ "'\\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": 113, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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" + "
" ] }, "metadata": {}, @@ -848,23 +885,23 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 26, "id": "5a91a59a-0d1c-48b3-93dd-b9df76ca68e5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 35, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -987,7 +1024,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.11.11" } }, "nbformat": 4, diff --git a/text_analysis/case3/.ipynb_checkpoints/041525_phab_comments-checkpoint.ipynb b/text_analysis/case3/.ipynb_checkpoints/041525_phab_comments-checkpoint.ipynb index eeecc7b..3a8be4c 100644 --- a/text_analysis/case3/.ipynb_checkpoints/041525_phab_comments-checkpoint.ipynb +++ b/text_analysis/case3/.ipynb_checkpoints/041525_phab_comments-checkpoint.ipynb @@ -518,7 +518,7 @@ "outputs": [], "source": [ "task_phab_df\n", - "task_phab_df.to_csv(\"/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case3/phab_tasks.csv\", index=False)" + "#task_phab_df.to_csv(\"/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case3/phab_tasks.csv\", index=False)" ] }, { @@ -870,13 +870,13 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 26, "id": "5a91a59a-0d1c-48b3-93dd-b9df76ca68e5", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -981,7 +981,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.11.11" } }, "nbformat": 4,