{
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   "cell_type": "code",
   "execution_count": 1,
   "id": "fcc726a8-44a4-48cf-a1cd-937b05bd4d08",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1fceca29-48c1-4ba3-93ba-88724dea22a7",
   "metadata": {},
   "outputs": [],
   "source": [
    "first_resolved_path = \"/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case3/0050825_coref-rel-first.csv\"\n",
    "first_resolved_df = pd.read_csv(first_resolved_path)\n",
    "second_resolved_path = \"/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case3/050825_coref_rel_phab_stragglers.csv\"\n",
    "second_resolved_df = pd.read_csv(second_resolved_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "f26c31e7-bee1-4100-821f-769e5b1791bd",
   "metadata": {},
   "outputs": [
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       "      <td>Special:PasswordReset locks out of account: \"I...</td>\n",
       "      <td>[Backport was merged into 1.24wmf16 upon a tim...</td>\n",
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       "      <td>[Backport was merged into 1.24wmf16 upon a tim...</td>\n",
       "      <td>[Backport was merged into 1.24wmf16 upon a tim...</td>\n",
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       "      <td>2014-10-16 13:06:33+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>I guess this can be closed now as RESOLVED WOR...</td>\n",
       "      <td>I guess this can be closed now as RESOLVED WOR...</td>\n",
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       "      <th>2</th>\n",
       "      <td>SSLError on requesting data from Wikidata</td>\n",
       "      <td>The upstream issue is https://github.com/jcgre...</td>\n",
       "      <td>1417113110</td>\n",
       "      <td>PHID-USER-muirnivxp5hzppn2a3z7</td>\n",
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       "      <td>2014-11-27 18:31:50+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>The upstream issue is https://github.com/jcgre...</td>\n",
       "      <td>The upstream issue is https://github.com/jcgre...</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>SSLError on requesting data from Wikidata</td>\n",
       "      <td>An update on this. In Amsterdam we found at th...</td>\n",
       "      <td>1417110306</td>\n",
       "      <td>PHID-USER-uu7wg6g3b37dcktbje3a</td>\n",
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       "      <td>An update on this. In Amsterdam we found at th...</td>\n",
       "      <td>An update on this. In Amsterdam we found at th...</td>\n",
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       "    <tr>\n",
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       "      <td>SSLError on requesting data from Wikidata</td>\n",
       "      <td>Yes. It's used by people using pywikibot-as-a-...</td>\n",
       "      <td>1412595221</td>\n",
       "      <td>PHID-USER-muirnivxp5hzppn2a3z7</td>\n",
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       "      <td>2014-10-06 11:33:41+00:00</td>\n",
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       "      <td>Yes. It's used by people using pywikibot-as-a-...</td>\n",
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       "      <td>I amended the title to the range IE8-10 becaus...</td>\n",
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       "      <td>PHID-USER-lhtlnmkdbzlz6pbxaqdd</td>\n",
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       "      <td>If I remember correctly this problem was at le...</td>\n",
       "      <td>1434140114</td>\n",
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       "      <td>If I remember correctly this problem was at le...</td>\n",
       "      <td>If I remember correctly this problem was at le...</td>\n",
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       "      <th>859</th>\n",
       "      <td>text input history/autocomplete doesn't work w...</td>\n",
       "      <td>If I remember correctly this problem was at le...</td>\n",
       "      <td>1434116915</td>\n",
       "      <td>PHID-USER-wrimmmr5w2zt7nk2t753</td>\n",
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       "      <td>If I remember correctly this problem was at le...</td>\n",
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       "      <th>860</th>\n",
       "      <td>text input history/autocomplete doesn't work w...</td>\n",
       "      <td>After a quick test, autocomplete seems to work...</td>\n",
       "      <td>1434114623</td>\n",
       "      <td>PHID-USER-sx63fwaih5kjt7bz4u6z</td>\n",
       "      <td>False</td>\n",
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       "      <td>406643</td>\n",
       "      <td>406642.0</td>\n",
       "      <td>2015-06-12 13:10:23+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>After a quick test, autocomplete seems to work...</td>\n",
       "      <td>After a quick test, autocomplete seems to work...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>861</th>\n",
       "      <td>Allow login using mosh as an alternative to pl...</td>\n",
       "      <td>Still not merged, so we can't really do much.</td>\n",
       "      <td>1413537437</td>\n",
       "      <td>PHID-USER-2nnm76h4ykalvvref2ye</td>\n",
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       "      <td>2014-10-17 09:17:17+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>Still not merged, so we can't really do much.</td>\n",
       "      <td>Still not merged, so we can't really do much.</td>\n",
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       "</div>"
      ],
      "text/plain": [
       "                                            task_title  \\\n",
       "0    Special:PasswordReset locks out of account: \"I...   \n",
       "1                                         login busted   \n",
       "2            SSLError on requesting data from Wikidata   \n",
       "3            SSLError on requesting data from Wikidata   \n",
       "4            SSLError on requesting data from Wikidata   \n",
       "..                                                 ...   \n",
       "857  text input history/autocomplete doesn't work w...   \n",
       "858  text input history/autocomplete doesn't work w...   \n",
       "859  text input history/autocomplete doesn't work w...   \n",
       "860  text input history/autocomplete doesn't work w...   \n",
       "861  Allow login using mosh as an alternative to pl...   \n",
       "\n",
       "                                          comment_text  date_created  \\\n",
       "0    [Backport was merged into 1.24wmf16 upon a tim...    1412717629   \n",
       "1    I guess this can be closed now as RESOLVED WOR...    1413464793   \n",
       "2    The upstream issue is https://github.com/jcgre...    1417113110   \n",
       "3    An update on this. In Amsterdam we found at th...    1417110306   \n",
       "4    Yes. It's used by people using pywikibot-as-a-...    1412595221   \n",
       "..                                                 ...           ...   \n",
       "857  I amended the title to the range IE8-10 becaus...    1434207367   \n",
       "858  If I remember correctly this problem was at le...    1434140114   \n",
       "859  If I remember correctly this problem was at le...    1434116915   \n",
       "860  After a quick test, autocomplete seems to work...    1434114623   \n",
       "861      Still not merged, so we can't really do much.    1413537437   \n",
       "\n",
       "                            speaker  meta.affil  \\\n",
       "0    PHID-USER-hgn5uw2jafgjgfvxibhh       False   \n",
       "1    PHID-USER-hgn5uw2jafgjgfvxibhh       False   \n",
       "2    PHID-USER-muirnivxp5hzppn2a3z7       False   \n",
       "3    PHID-USER-uu7wg6g3b37dcktbje3a       False   \n",
       "4    PHID-USER-muirnivxp5hzppn2a3z7       False   \n",
       "..                              ...         ...   \n",
       "857  PHID-USER-lhtlnmkdbzlz6pbxaqdd       False   \n",
       "858  PHID-USER-wrimmmr5w2zt7nk2t753       False   \n",
       "859  PHID-USER-wrimmmr5w2zt7nk2t753       False   \n",
       "860  PHID-USER-sx63fwaih5kjt7bz4u6z       False   \n",
       "861  PHID-USER-2nnm76h4ykalvvref2ye       False   \n",
       "\n",
       "                    conversation_id     comment_type  status  meta.gerrit  \\\n",
       "0    PHID-TASK-7ho223nxpxvlbbyd3ckz  task_subcomment     NaN        False   \n",
       "1    PHID-TASK-jekgcahti7tcon56pca2  task_subcomment     NaN        False   \n",
       "2    PHID-TASK-w4js4xepsmk6fz75gkwe  task_subcomment     NaN        False   \n",
       "3    PHID-TASK-w4js4xepsmk6fz75gkwe  task_subcomment     NaN        False   \n",
       "4    PHID-TASK-w4js4xepsmk6fz75gkwe  task_subcomment     NaN        False   \n",
       "..                              ...              ...     ...          ...   \n",
       "857  PHID-TASK-onqydqsd354curr7z7mb  task_subcomment     NaN        False   \n",
       "858  PHID-TASK-onqydqsd354curr7z7mb  task_subcomment     NaN        False   \n",
       "859  PHID-TASK-onqydqsd354curr7z7mb  task_subcomment     NaN        False   \n",
       "860  PHID-TASK-onqydqsd354curr7z7mb  task_subcomment     NaN        False   \n",
       "861  PHID-TASK-hnwvtmwgpm2oisoqaozt  task_subcomment     NaN        False   \n",
       "\n",
       "         id  reply_to                  timestamp  is_relevant  is_migrated  \\\n",
       "0    243500  243499.0  2014-10-07 21:33:49+00:00         True        False   \n",
       "1    250657  250656.0  2014-10-16 13:06:33+00:00         True        False   \n",
       "2    250686  250685.0  2014-11-27 18:31:50+00:00         True        False   \n",
       "3    250687  250686.0  2014-11-27 17:45:06+00:00         True        False   \n",
       "4    250688  250687.0  2014-10-06 11:33:41+00:00         True        False   \n",
       "..      ...       ...                        ...          ...          ...   \n",
       "857  406640  406639.0  2015-06-13 14:56:07+00:00         True        False   \n",
       "858  406641  406640.0  2015-06-12 20:15:14+00:00         True        False   \n",
       "859  406642  406641.0  2015-06-12 13:48:35+00:00         True        False   \n",
       "860  406643  406642.0  2015-06-12 13:10:23+00:00         True        False   \n",
       "861  406877  406876.0  2014-10-17 09:17:17+00:00         True        False   \n",
       "\n",
       "                                                  text  \\\n",
       "0    [Backport was merged into 1.24wmf16 upon a tim...   \n",
       "1    I guess this can be closed now as RESOLVED WOR...   \n",
       "2    The upstream issue is https://github.com/jcgre...   \n",
       "3    An update on this. In Amsterdam we found at th...   \n",
       "4    Yes. It's used by people using pywikibot-as-a-...   \n",
       "..                                                 ...   \n",
       "857  I amended the title to the range IE8-10 becaus...   \n",
       "858  If I remember correctly this problem was at le...   \n",
       "859  If I remember correctly this problem was at le...   \n",
       "860  After a quick test, autocomplete seems to work...   \n",
       "861      Still not merged, so we can't really do much.   \n",
       "\n",
       "                                         resolved_text  \n",
       "0    [Backport was merged into 1.24wmf16 upon a tim...  \n",
       "1    I guess this can be closed now as RESOLVED WOR...  \n",
       "2    The upstream issue is https://github.com/jcgre...  \n",
       "3    An update on this. In Amsterdam we found at th...  \n",
       "4    Yes. It's used by people using pywikibot-as-a-...  \n",
       "..                                                 ...  \n",
       "857  I amended the title to the range IE8-10 becaus...  \n",
       "858  If I remember correctly this problem was at le...  \n",
       "859  If I remember correctly this problem was at le...  \n",
       "860  After a quick test, autocomplete seems to work...  \n",
       "861      Still not merged, so we can't really do much.  \n",
       "\n",
       "[862 rows x 16 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(second_resolved_df)\n",
    "second_resolved_df = second_resolved_df.drop(columns=['_merge'])\n",
    "second_resolved_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "dfa81ca2-4d66-4679-bc3e-192d0cac67fa",
   "metadata": {},
   "outputs": [
    {
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       "      <td>User:NickK reported in IRC that they're gettin...</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>User with unattached accounts unable to login ...</td>\n",
       "      <td>Revert has been deployed.</td>\n",
       "      <td>1411573104</td>\n",
       "      <td>PHID-USER-v7vgzvvcw7v2umf737ri</td>\n",
       "      <td>False</td>\n",
       "      <td>PHID-TASK-mio2uq45ny7mms72syut</td>\n",
       "      <td>task_subcomment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>243216</td>\n",
       "      <td>243215.0</td>\n",
       "      <td>2014-09-24 15:38:24+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>Revert has been deployed.</td>\n",
       "      <td>Revert has been deployed.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>User with unattached accounts unable to login ...</td>\n",
       "      <td>**gerritadmin** wrote:\\n\\nChange 162550 merged...</td>\n",
       "      <td>1411572378</td>\n",
       "      <td>PHID-USER-ynivjflmc2dcl6w5ut5v</td>\n",
       "      <td>False</td>\n",
       "      <td>PHID-TASK-mio2uq45ny7mms72syut</td>\n",
       "      <td>task_subcomment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>243217</td>\n",
       "      <td>243216.0</td>\n",
       "      <td>2014-09-24 15:26:18+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>**gerritadmin** wrote:\\n\\nChange 162550 merged...</td>\n",
       "      <td>**gerritadmin** wrote:\\n\\nChange 162550 merged...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>User with unattached accounts unable to login ...</td>\n",
       "      <td>(In reply to Kunal Mehta (Legoktm) from commen...</td>\n",
       "      <td>1411545535</td>\n",
       "      <td>PHID-USER-v7bwpq3rs3zdxegibdbh</td>\n",
       "      <td>False</td>\n",
       "      <td>PHID-TASK-mio2uq45ny7mms72syut</td>\n",
       "      <td>task_subcomment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>243218</td>\n",
       "      <td>243217.0</td>\n",
       "      <td>2014-09-24 07:58:55+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>(In reply to Kunal Mehta (Legoktm) from commen...</td>\n",
       "      <td>(In reply to Kunal Mehta (Legoktm) from commen...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>User with unattached accounts unable to login ...</td>\n",
       "      <td>**gerritadmin** wrote:\\n\\nChange 162549 merged...</td>\n",
       "      <td>1411542640</td>\n",
       "      <td>PHID-USER-ynivjflmc2dcl6w5ut5v</td>\n",
       "      <td>False</td>\n",
       "      <td>PHID-TASK-mio2uq45ny7mms72syut</td>\n",
       "      <td>task_subcomment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>243219</td>\n",
       "      <td>243218.0</td>\n",
       "      <td>2014-09-24 07:10:40+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>**gerritadmin** wrote:\\n\\nChange 162549 merged...</td>\n",
       "      <td>**gerritadmin** wrote:\\n\\nChange 162549 merged...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13623</th>\n",
       "      <td>OAuth login refers to mediawiki.org:/ instead ...</td>\n",
       "      <td>&gt; When I registered, phabricator linked mediaw...</td>\n",
       "      <td>1413205650</td>\n",
       "      <td>PHID-USER-hgn5uw2jafgjgfvxibhh</td>\n",
       "      <td>False</td>\n",
       "      <td>PHID-TASK-yeaxsfxhhtbn26koo5fi</td>\n",
       "      <td>task_subcomment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>378799</td>\n",
       "      <td>378798.0</td>\n",
       "      <td>2014-10-13 13:07:30+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>&gt; When I registered, phabricator linked mediaw...</td>\n",
       "      <td>&gt; When I registered, phabricator linked mediaw...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13624</th>\n",
       "      <td>OAuth login refers to mediawiki.org:/ instead ...</td>\n",
       "      <td>See {T574} for a related discussion.</td>\n",
       "      <td>1412958953</td>\n",
       "      <td>PHID-USER-lluzkul4z7us4sxkayss</td>\n",
       "      <td>False</td>\n",
       "      <td>PHID-TASK-yeaxsfxhhtbn26koo5fi</td>\n",
       "      <td>task_subcomment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>378800</td>\n",
       "      <td>378799.0</td>\n",
       "      <td>2014-10-10 16:35:53+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>See {T574} for a related discussion.</td>\n",
       "      <td>See {T574} for a related discussion.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13625</th>\n",
       "      <td>Improvements to Wikimedia SUL login dialog UI:...</td>\n",
       "      <td>Some improvements to the Wikimedia SUL dialog:...</td>\n",
       "      <td>1412362816</td>\n",
       "      <td>PHID-USER-lluzkul4z7us4sxkayss</td>\n",
       "      <td>False</td>\n",
       "      <td>PHID-TASK-j6czqxlv5fzcx3tmq23n</td>\n",
       "      <td>task_description</td>\n",
       "      <td>declined</td>\n",
       "      <td>False</td>\n",
       "      <td>378858</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2014-10-03 19:00:16+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>Some improvements to the Wikimedia SUL dialog:...</td>\n",
       "      <td>Some improvements to the Wikimedia SUL dialog:...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13626</th>\n",
       "      <td>Improvements to Wikimedia SUL login dialog UI:...</td>\n",
       "      <td>I guess the same restrictions as in T543 apply...</td>\n",
       "      <td>1412415111</td>\n",
       "      <td>PHID-USER-lluzkul4z7us4sxkayss</td>\n",
       "      <td>False</td>\n",
       "      <td>PHID-TASK-j6czqxlv5fzcx3tmq23n</td>\n",
       "      <td>task_subcomment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>378860</td>\n",
       "      <td>378859.0</td>\n",
       "      <td>2014-10-04 09:31:51+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>I guess the same restrictions as in T543 apply...</td>\n",
       "      <td>I guess the same restrictions as in T543 apply...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13627</th>\n",
       "      <td>Improvements to Wikimedia SUL login dialog UI:...</td>\n",
       "      <td>It's not entirely trivial to change</td>\n",
       "      <td>1412366627</td>\n",
       "      <td>PHID-USER-fn7qnpccfbitivgtw2rt</td>\n",
       "      <td>False</td>\n",
       "      <td>PHID-TASK-j6czqxlv5fzcx3tmq23n</td>\n",
       "      <td>task_subcomment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>378861</td>\n",
       "      <td>378860.0</td>\n",
       "      <td>2014-10-03 20:03:47+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>It's not entirely trivial to change</td>\n",
       "      <td>It's not entirely trivial to change</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>13628 rows × 16 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                              task_title  \\\n",
       "0      User with unattached accounts unable to login ...   \n",
       "1      User with unattached accounts unable to login ...   \n",
       "2      User with unattached accounts unable to login ...   \n",
       "3      User with unattached accounts unable to login ...   \n",
       "4      User with unattached accounts unable to login ...   \n",
       "...                                                  ...   \n",
       "13623  OAuth login refers to mediawiki.org:/ instead ...   \n",
       "13624  OAuth login refers to mediawiki.org:/ instead ...   \n",
       "13625  Improvements to Wikimedia SUL login dialog UI:...   \n",
       "13626  Improvements to Wikimedia SUL login dialog UI:...   \n",
       "13627  Improvements to Wikimedia SUL login dialog UI:...   \n",
       "\n",
       "                                            comment_text  date_created  \\\n",
       "0      User:NickK reported in IRC that they're gettin...    1411541280   \n",
       "1                              Revert has been deployed.    1411573104   \n",
       "2      **gerritadmin** wrote:\\n\\nChange 162550 merged...    1411572378   \n",
       "3      (In reply to Kunal Mehta (Legoktm) from commen...    1411545535   \n",
       "4      **gerritadmin** wrote:\\n\\nChange 162549 merged...    1411542640   \n",
       "...                                                  ...           ...   \n",
       "13623  > When I registered, phabricator linked mediaw...    1413205650   \n",
       "13624               See {T574} for a related discussion.    1412958953   \n",
       "13625  Some improvements to the Wikimedia SUL dialog:...    1412362816   \n",
       "13626  I guess the same restrictions as in T543 apply...    1412415111   \n",
       "13627                It's not entirely trivial to change    1412366627   \n",
       "\n",
       "                              speaker  meta.affil  \\\n",
       "0      PHID-USER-v7vgzvvcw7v2umf737ri       False   \n",
       "1      PHID-USER-v7vgzvvcw7v2umf737ri       False   \n",
       "2      PHID-USER-ynivjflmc2dcl6w5ut5v       False   \n",
       "3      PHID-USER-v7bwpq3rs3zdxegibdbh       False   \n",
       "4      PHID-USER-ynivjflmc2dcl6w5ut5v       False   \n",
       "...                               ...         ...   \n",
       "13623  PHID-USER-hgn5uw2jafgjgfvxibhh       False   \n",
       "13624  PHID-USER-lluzkul4z7us4sxkayss       False   \n",
       "13625  PHID-USER-lluzkul4z7us4sxkayss       False   \n",
       "13626  PHID-USER-lluzkul4z7us4sxkayss       False   \n",
       "13627  PHID-USER-fn7qnpccfbitivgtw2rt       False   \n",
       "\n",
       "                      conversation_id      comment_type    status  \\\n",
       "0      PHID-TASK-mio2uq45ny7mms72syut  task_description  resolved   \n",
       "1      PHID-TASK-mio2uq45ny7mms72syut   task_subcomment       NaN   \n",
       "2      PHID-TASK-mio2uq45ny7mms72syut   task_subcomment       NaN   \n",
       "3      PHID-TASK-mio2uq45ny7mms72syut   task_subcomment       NaN   \n",
       "4      PHID-TASK-mio2uq45ny7mms72syut   task_subcomment       NaN   \n",
       "...                               ...               ...       ...   \n",
       "13623  PHID-TASK-yeaxsfxhhtbn26koo5fi   task_subcomment       NaN   \n",
       "13624  PHID-TASK-yeaxsfxhhtbn26koo5fi   task_subcomment       NaN   \n",
       "13625  PHID-TASK-j6czqxlv5fzcx3tmq23n  task_description  declined   \n",
       "13626  PHID-TASK-j6czqxlv5fzcx3tmq23n   task_subcomment       NaN   \n",
       "13627  PHID-TASK-j6czqxlv5fzcx3tmq23n   task_subcomment       NaN   \n",
       "\n",
       "       meta.gerrit      id  reply_to                  timestamp  is_relevant  \\\n",
       "0            False  243215       NaN  2014-09-24 06:48:00+00:00         True   \n",
       "1            False  243216  243215.0  2014-09-24 15:38:24+00:00         True   \n",
       "2            False  243217  243216.0  2014-09-24 15:26:18+00:00         True   \n",
       "3            False  243218  243217.0  2014-09-24 07:58:55+00:00         True   \n",
       "4            False  243219  243218.0  2014-09-24 07:10:40+00:00         True   \n",
       "...            ...     ...       ...                        ...          ...   \n",
       "13623        False  378799  378798.0  2014-10-13 13:07:30+00:00         True   \n",
       "13624        False  378800  378799.0  2014-10-10 16:35:53+00:00         True   \n",
       "13625        False  378858       NaN  2014-10-03 19:00:16+00:00         True   \n",
       "13626        False  378860  378859.0  2014-10-04 09:31:51+00:00         True   \n",
       "13627        False  378861  378860.0  2014-10-03 20:03:47+00:00         True   \n",
       "\n",
       "       is_migrated                                               text  \\\n",
       "0            False  User:NickK reported in IRC that they're gettin...   \n",
       "1            False                          Revert has been deployed.   \n",
       "2            False  **gerritadmin** wrote:\\n\\nChange 162550 merged...   \n",
       "3            False  (In reply to Kunal Mehta (Legoktm) from commen...   \n",
       "4            False  **gerritadmin** wrote:\\n\\nChange 162549 merged...   \n",
       "...            ...                                                ...   \n",
       "13623        False  > When I registered, phabricator linked mediaw...   \n",
       "13624        False               See {T574} for a related discussion.   \n",
       "13625        False  Some improvements to the Wikimedia SUL dialog:...   \n",
       "13626        False  I guess the same restrictions as in T543 apply...   \n",
       "13627        False                It's not entirely trivial to change   \n",
       "\n",
       "                                           resolved_text  \n",
       "0      User:NickK reported in IRC that they're gettin...  \n",
       "1                              Revert has been deployed.  \n",
       "2      **gerritadmin** wrote:\\n\\nChange 162550 merged...  \n",
       "3      (In reply to Kunal Mehta (Legoktm) from commen...  \n",
       "4      **gerritadmin** wrote:\\n\\nChange 162549 merged...  \n",
       "...                                                  ...  \n",
       "13623  > When I registered, phabricator linked mediaw...  \n",
       "13624               See {T574} for a related discussion.  \n",
       "13625  Some improvements to the Wikimedia SUL dialog:...  \n",
       "13626  I guess the same restrictions as in T543 apply...  \n",
       "13627                It's not entirely trivial to change  \n",
       "\n",
       "[13628 rows x 16 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(first_resolved_df)\n",
    "first_resolved_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "6dc11bda-f0f6-4eb6-96f5-02ed9a3492ba",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "14490"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "combined_df = pd.concat([first_resolved_df, second_resolved_df])\n",
    "unique_df = combined_df.drop_duplicates()\n",
    "len(unique_df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "0c903199-8159-455c-aa7f-e57ef07ce03e",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>User with unattached accounts unable to login ...</td>\n",
       "      <td>User:NickK reported in IRC that they're gettin...</td>\n",
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       "      <td>Revert has been deployed.</td>\n",
       "      <td>Revert has been deployed.</td>\n",
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       "      <td>**gerritadmin** wrote:\\n\\nChange 162550 merged...</td>\n",
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       "      <td>2014-09-24 15:26:18+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>**gerritadmin** wrote:\\n\\nChange 162550 merged...</td>\n",
       "      <td>**gerritadmin** wrote:\\n\\nChange 162550 merged...</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>User with unattached accounts unable to login ...</td>\n",
       "      <td>(In reply to Kunal Mehta (Legoktm) from commen...</td>\n",
       "      <td>1411545535</td>\n",
       "      <td>PHID-USER-v7bwpq3rs3zdxegibdbh</td>\n",
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       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>(In reply to Kunal Mehta (Legoktm) from commen...</td>\n",
       "      <td>(In reply to Kunal Mehta (Legoktm) from commen...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>User with unattached accounts unable to login ...</td>\n",
       "      <td>**gerritadmin** wrote:\\n\\nChange 162549 merged...</td>\n",
       "      <td>1411542640</td>\n",
       "      <td>PHID-USER-ynivjflmc2dcl6w5ut5v</td>\n",
       "      <td>False</td>\n",
       "      <td>PHID-TASK-mio2uq45ny7mms72syut</td>\n",
       "      <td>task_subcomment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>243219</td>\n",
       "      <td>243218.0</td>\n",
       "      <td>2014-09-24 07:10:40+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>**gerritadmin** wrote:\\n\\nChange 162549 merged...</td>\n",
       "      <td>**gerritadmin** wrote:\\n\\nChange 162549 merged...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>857</th>\n",
       "      <td>text input history/autocomplete doesn't work w...</td>\n",
       "      <td>I amended the title to the range IE8-10 becaus...</td>\n",
       "      <td>1434207367</td>\n",
       "      <td>PHID-USER-lhtlnmkdbzlz6pbxaqdd</td>\n",
       "      <td>False</td>\n",
       "      <td>PHID-TASK-onqydqsd354curr7z7mb</td>\n",
       "      <td>task_subcomment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>406640</td>\n",
       "      <td>406639.0</td>\n",
       "      <td>2015-06-13 14:56:07+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>I amended the title to the range IE8-10 becaus...</td>\n",
       "      <td>I amended the title to the range IE8-10 becaus...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>858</th>\n",
       "      <td>text input history/autocomplete doesn't work w...</td>\n",
       "      <td>If I remember correctly this problem was at le...</td>\n",
       "      <td>1434140114</td>\n",
       "      <td>PHID-USER-wrimmmr5w2zt7nk2t753</td>\n",
       "      <td>False</td>\n",
       "      <td>PHID-TASK-onqydqsd354curr7z7mb</td>\n",
       "      <td>task_subcomment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>406641</td>\n",
       "      <td>406640.0</td>\n",
       "      <td>2015-06-12 20:15:14+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>If I remember correctly this problem was at le...</td>\n",
       "      <td>If I remember correctly this problem was at le...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>859</th>\n",
       "      <td>text input history/autocomplete doesn't work w...</td>\n",
       "      <td>If I remember correctly this problem was at le...</td>\n",
       "      <td>1434116915</td>\n",
       "      <td>PHID-USER-wrimmmr5w2zt7nk2t753</td>\n",
       "      <td>False</td>\n",
       "      <td>PHID-TASK-onqydqsd354curr7z7mb</td>\n",
       "      <td>task_subcomment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>406642</td>\n",
       "      <td>406641.0</td>\n",
       "      <td>2015-06-12 13:48:35+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>If I remember correctly this problem was at le...</td>\n",
       "      <td>If I remember correctly this problem was at le...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>860</th>\n",
       "      <td>text input history/autocomplete doesn't work w...</td>\n",
       "      <td>After a quick test, autocomplete seems to work...</td>\n",
       "      <td>1434114623</td>\n",
       "      <td>PHID-USER-sx63fwaih5kjt7bz4u6z</td>\n",
       "      <td>False</td>\n",
       "      <td>PHID-TASK-onqydqsd354curr7z7mb</td>\n",
       "      <td>task_subcomment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>406643</td>\n",
       "      <td>406642.0</td>\n",
       "      <td>2015-06-12 13:10:23+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>After a quick test, autocomplete seems to work...</td>\n",
       "      <td>After a quick test, autocomplete seems to work...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>861</th>\n",
       "      <td>Allow login using mosh as an alternative to pl...</td>\n",
       "      <td>Still not merged, so we can't really do much.</td>\n",
       "      <td>1413537437</td>\n",
       "      <td>PHID-USER-2nnm76h4ykalvvref2ye</td>\n",
       "      <td>False</td>\n",
       "      <td>PHID-TASK-hnwvtmwgpm2oisoqaozt</td>\n",
       "      <td>task_subcomment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>406877</td>\n",
       "      <td>406876.0</td>\n",
       "      <td>2014-10-17 09:17:17+00:00</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>Still not merged, so we can't really do much.</td>\n",
       "      <td>Still not merged, so we can't really do much.</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>14490 rows × 16 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            task_title  \\\n",
       "0    User with unattached accounts unable to login ...   \n",
       "1    User with unattached accounts unable to login ...   \n",
       "2    User with unattached accounts unable to login ...   \n",
       "3    User with unattached accounts unable to login ...   \n",
       "4    User with unattached accounts unable to login ...   \n",
       "..                                                 ...   \n",
       "857  text input history/autocomplete doesn't work w...   \n",
       "858  text input history/autocomplete doesn't work w...   \n",
       "859  text input history/autocomplete doesn't work w...   \n",
       "860  text input history/autocomplete doesn't work w...   \n",
       "861  Allow login using mosh as an alternative to pl...   \n",
       "\n",
       "                                          comment_text  date_created  \\\n",
       "0    User:NickK reported in IRC that they're gettin...    1411541280   \n",
       "1                            Revert has been deployed.    1411573104   \n",
       "2    **gerritadmin** wrote:\\n\\nChange 162550 merged...    1411572378   \n",
       "3    (In reply to Kunal Mehta (Legoktm) from commen...    1411545535   \n",
       "4    **gerritadmin** wrote:\\n\\nChange 162549 merged...    1411542640   \n",
       "..                                                 ...           ...   \n",
       "857  I amended the title to the range IE8-10 becaus...    1434207367   \n",
       "858  If I remember correctly this problem was at le...    1434140114   \n",
       "859  If I remember correctly this problem was at le...    1434116915   \n",
       "860  After a quick test, autocomplete seems to work...    1434114623   \n",
       "861      Still not merged, so we can't really do much.    1413537437   \n",
       "\n",
       "                            speaker  meta.affil  \\\n",
       "0    PHID-USER-v7vgzvvcw7v2umf737ri       False   \n",
       "1    PHID-USER-v7vgzvvcw7v2umf737ri       False   \n",
       "2    PHID-USER-ynivjflmc2dcl6w5ut5v       False   \n",
       "3    PHID-USER-v7bwpq3rs3zdxegibdbh       False   \n",
       "4    PHID-USER-ynivjflmc2dcl6w5ut5v       False   \n",
       "..                              ...         ...   \n",
       "857  PHID-USER-lhtlnmkdbzlz6pbxaqdd       False   \n",
       "858  PHID-USER-wrimmmr5w2zt7nk2t753       False   \n",
       "859  PHID-USER-wrimmmr5w2zt7nk2t753       False   \n",
       "860  PHID-USER-sx63fwaih5kjt7bz4u6z       False   \n",
       "861  PHID-USER-2nnm76h4ykalvvref2ye       False   \n",
       "\n",
       "                    conversation_id      comment_type    status  meta.gerrit  \\\n",
       "0    PHID-TASK-mio2uq45ny7mms72syut  task_description  resolved        False   \n",
       "1    PHID-TASK-mio2uq45ny7mms72syut   task_subcomment       NaN        False   \n",
       "2    PHID-TASK-mio2uq45ny7mms72syut   task_subcomment       NaN        False   \n",
       "3    PHID-TASK-mio2uq45ny7mms72syut   task_subcomment       NaN        False   \n",
       "4    PHID-TASK-mio2uq45ny7mms72syut   task_subcomment       NaN        False   \n",
       "..                              ...               ...       ...          ...   \n",
       "857  PHID-TASK-onqydqsd354curr7z7mb   task_subcomment       NaN        False   \n",
       "858  PHID-TASK-onqydqsd354curr7z7mb   task_subcomment       NaN        False   \n",
       "859  PHID-TASK-onqydqsd354curr7z7mb   task_subcomment       NaN        False   \n",
       "860  PHID-TASK-onqydqsd354curr7z7mb   task_subcomment       NaN        False   \n",
       "861  PHID-TASK-hnwvtmwgpm2oisoqaozt   task_subcomment       NaN        False   \n",
       "\n",
       "         id  reply_to                  timestamp  is_relevant  is_migrated  \\\n",
       "0    243215       NaN  2014-09-24 06:48:00+00:00         True        False   \n",
       "1    243216  243215.0  2014-09-24 15:38:24+00:00         True        False   \n",
       "2    243217  243216.0  2014-09-24 15:26:18+00:00         True        False   \n",
       "3    243218  243217.0  2014-09-24 07:58:55+00:00         True        False   \n",
       "4    243219  243218.0  2014-09-24 07:10:40+00:00         True        False   \n",
       "..      ...       ...                        ...          ...          ...   \n",
       "857  406640  406639.0  2015-06-13 14:56:07+00:00         True        False   \n",
       "858  406641  406640.0  2015-06-12 20:15:14+00:00         True        False   \n",
       "859  406642  406641.0  2015-06-12 13:48:35+00:00         True        False   \n",
       "860  406643  406642.0  2015-06-12 13:10:23+00:00         True        False   \n",
       "861  406877  406876.0  2014-10-17 09:17:17+00:00         True        False   \n",
       "\n",
       "                                                  text  \\\n",
       "0    User:NickK reported in IRC that they're gettin...   \n",
       "1                            Revert has been deployed.   \n",
       "2    **gerritadmin** wrote:\\n\\nChange 162550 merged...   \n",
       "3    (In reply to Kunal Mehta (Legoktm) from commen...   \n",
       "4    **gerritadmin** wrote:\\n\\nChange 162549 merged...   \n",
       "..                                                 ...   \n",
       "857  I amended the title to the range IE8-10 becaus...   \n",
       "858  If I remember correctly this problem was at le...   \n",
       "859  If I remember correctly this problem was at le...   \n",
       "860  After a quick test, autocomplete seems to work...   \n",
       "861      Still not merged, so we can't really do much.   \n",
       "\n",
       "                                         resolved_text  \n",
       "0    User:NickK reported in IRC that they're gettin...  \n",
       "1                            Revert has been deployed.  \n",
       "2    **gerritadmin** wrote:\\n\\nChange 162550 merged...  \n",
       "3    (In reply to Kunal Mehta (Legoktm) from commen...  \n",
       "4    **gerritadmin** wrote:\\n\\nChange 162549 merged...  \n",
       "..                                                 ...  \n",
       "857  I amended the title to the range IE8-10 becaus...  \n",
       "858  If I remember correctly this problem was at le...  \n",
       "859  If I remember correctly this problem was at le...  \n",
       "860  After a quick test, autocomplete seems to work...  \n",
       "861      Still not merged, so we can't really do much.  \n",
       "\n",
       "[14490 rows x 16 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "unique_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "0c392d70-6236-4dfe-b6d4-bbe3f422b09e",
   "metadata": {},
   "outputs": [],
   "source": [
    "unique_df.to_csv(\"/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case3/050825_coref-rel-final.csv\", index=False)"
   ]
  }
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