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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 23, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import requests\n", | |
"\n", | |
"base_url=\"https://api.stackexchange.com/2.3\"\n", | |
"\n", | |
"with requests.get(f\"{base_url}/sites?pagesize=300\", ) as response:\n", | |
" if(response.status_code == 200):\n", | |
" sites = response.json()['items']\n", | |
" else:\n", | |
" print(\"Request error :(\")" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 36, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"[1/300] Fetching stackoverflow\n", | |
"[2/300] Fetching serverfault\n", | |
"[3/300] Fetching superuser\n", | |
"[4/300] Fetching meta\n", | |
"[5/300] Fetching webapps\n", | |
"[6/300] Fetching webapps.meta\n", | |
"[7/300] Fetching gaming\n", | |
"[8/300] Fetching gaming.meta\n", | |
"[9/300] Fetching webmasters\n", | |
"[10/300] Fetching webmasters.meta\n", | |
"[11/300] Fetching cooking\n", | |
"[12/300] Fetching cooking.meta\n", | |
"[13/300] Fetching gamedev\n", | |
"[14/300] Fetching gamedev.meta\n", | |
"[15/300] Fetching photo\n", | |
"[16/300] Fetching photo.meta\n", | |
"[17/300] Fetching stats\n", | |
"[18/300] Fetching stats.meta\n", | |
"[19/300] Fetching math\n", | |
"[20/300] Fetching math.meta\n", | |
"[21/300] Fetching diy\n", | |
"[22/300] Fetching diy.meta\n", | |
"[23/300] Fetching meta.superuser\n", | |
"[24/300] Fetching meta.serverfault\n", | |
"[25/300] Fetching gis\n", | |
"[26/300] Fetching gis.meta\n", | |
"[27/300] Fetching tex\n", | |
"[28/300] Fetching tex.meta\n", | |
"[29/300] Fetching askubuntu\n", | |
"[30/300] Fetching meta.askubuntu\n", | |
"[31/300] Fetching money\n", | |
"[32/300] Fetching money.meta\n", | |
"[33/300] Fetching english\n", | |
"[34/300] Fetching english.meta\n", | |
"[35/300] Fetching stackapps\n", | |
"[36/300] Fetching ux\n", | |
"[37/300] Fetching ux.meta\n", | |
"[38/300] Fetching unix\n", | |
"[39/300] Fetching unix.meta\n", | |
"[40/300] Fetching wordpress\n", | |
"[41/300] Fetching wordpress.meta\n", | |
"[42/300] Fetching cstheory\n", | |
"[43/300] Fetching cstheory.meta\n", | |
"[44/300] Fetching apple\n", | |
"[45/300] Fetching apple.meta\n", | |
"[46/300] Fetching rpg\n", | |
"[47/300] Fetching rpg.meta\n", | |
"[48/300] Fetching bicycles\n", | |
"[49/300] Fetching bicycles.meta\n", | |
"[50/300] Fetching softwareengineering\n", | |
"[51/300] Fetching softwareengineering.meta\n", | |
"[52/300] Fetching electronics\n", | |
"[53/300] Fetching electronics.meta\n", | |
"[54/300] Fetching android\n", | |
"[55/300] Fetching android.meta\n", | |
"[56/300] Fetching boardgames\n", | |
"[57/300] Fetching boardgames.meta\n", | |
"[58/300] Fetching physics\n", | |
"[59/300] Fetching physics.meta\n", | |
"[60/300] Fetching homebrew\n", | |
"[61/300] Fetching homebrew.meta\n", | |
"[62/300] Fetching security\n", | |
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"[64/300] Fetching writing\n", | |
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"[66/300] Fetching video\n", | |
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"[70/300] Fetching dba\n", | |
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"[72/300] Fetching scifi\n", | |
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"[74/300] Fetching codereview\n", | |
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"[82/300] Fetching skeptics\n", | |
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"[110/300] Fetching crypto\n", | |
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"[140/300] Fetching mathematica\n", | |
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"[142/300] Fetching psychology\n", | |
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"[144/300] Fetching outdoors\n", | |
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"[146/300] Fetching martialarts\n", | |
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"[150/300] Fetching academia\n", | |
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"[152/300] Fetching cs\n", | |
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"[154/300] Fetching workplace\n", | |
"[155/300] Fetching workplace.meta\n", | |
"[156/300] Fetching chemistry\n", | |
"[157/300] Fetching chemistry.meta\n", | |
"[158/300] Fetching chess\n", | |
"[159/300] Fetching chess.meta\n", | |
"[160/300] Fetching raspberrypi\n", | |
"[161/300] Fetching raspberrypi.meta\n", | |
"[162/300] Fetching russian\n", | |
"[163/300] Fetching russian.meta\n", | |
"[164/300] Fetching islam\n", | |
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"[166/300] Fetching salesforce\n", | |
"[167/300] Fetching salesforce.meta\n", | |
"[168/300] Fetching patents\n", | |
"[169/300] Fetching patents.meta\n", | |
"[170/300] Fetching genealogy\n", | |
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"[172/300] Fetching robotics\n", | |
"[173/300] Fetching robotics.meta\n", | |
"[174/300] Fetching expressionengine\n", | |
"[175/300] Fetching expressionengine.meta\n", | |
"[176/300] Fetching politics\n", | |
"[177/300] Fetching politics.meta\n", | |
"[178/300] Fetching anime\n", | |
"[179/300] Fetching anime.meta\n", | |
"[180/300] Fetching magento\n", | |
"[181/300] Fetching magento.meta\n", | |
"[182/300] Fetching ell\n", | |
"[183/300] Fetching ell.meta\n", | |
"[184/300] Fetching sustainability\n", | |
"[185/300] Fetching sustainability.meta\n", | |
"[186/300] Fetching tridion\n", | |
"[187/300] Fetching tridion.meta\n", | |
"[188/300] Fetching reverseengineering\n", | |
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"[190/300] Fetching networkengineering\n", | |
"[191/300] Fetching networkengineering.meta\n", | |
"[192/300] Fetching opendata\n", | |
"[193/300] Fetching opendata.meta\n", | |
"[194/300] Fetching freelancing\n", | |
"[195/300] Fetching freelancing.meta\n", | |
"[196/300] Fetching blender\n", | |
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"[198/300] Fetching mathoverflow.net\n", | |
"[199/300] Fetching meta.mathoverflow.net\n", | |
"[200/300] Fetching space\n", | |
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"[202/300] Fetching sound\n", | |
"[203/300] Fetching sound.meta\n", | |
"[204/300] Fetching astronomy\n", | |
"[205/300] Fetching astronomy.meta\n", | |
"[206/300] Fetching tor\n", | |
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"[208/300] Fetching pets\n", | |
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"[210/300] Fetching ham\n", | |
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"[212/300] Fetching italian\n", | |
"[213/300] Fetching italian.meta\n", | |
"[214/300] Fetching pt.stackoverflow\n", | |
"[215/300] Fetching pt.meta.stackoverflow\n", | |
"[216/300] Fetching aviation\n", | |
"[217/300] Fetching aviation.meta\n", | |
"[218/300] Fetching ebooks\n", | |
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"[220/300] Fetching alcohol\n", | |
"[221/300] Fetching alcohol.meta\n", | |
"[222/300] Fetching softwarerecs\n", | |
"[223/300] Fetching softwarerecs.meta\n", | |
"[224/300] Fetching arduino\n", | |
"[225/300] Fetching arduino.meta\n", | |
"[226/300] Fetching cs50\n", | |
"[227/300] Fetching cs50.meta\n", | |
"[228/300] Fetching expatriates\n", | |
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"[230/300] Fetching matheducators\n", | |
"[231/300] Fetching matheducators.meta\n", | |
"[232/300] Fetching meta.stackoverflow\n", | |
"[233/300] Fetching earthscience\n", | |
"[234/300] Fetching earthscience.meta\n", | |
"[235/300] Fetching joomla\n", | |
"[236/300] Fetching joomla.meta\n", | |
"[237/300] Fetching datascience\n", | |
"[238/300] Fetching datascience.meta\n", | |
"[239/300] Fetching puzzling\n", | |
"[240/300] Fetching puzzling.meta\n", | |
"[241/300] Fetching craftcms\n", | |
"[242/300] Fetching craftcms.meta\n", | |
"[243/300] Fetching buddhism\n", | |
"[244/300] Fetching buddhism.meta\n", | |
"[245/300] Fetching hinduism\n", | |
"[246/300] Fetching hinduism.meta\n", | |
"[247/300] Fetching communitybuilding\n", | |
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"[249/300] Fetching worldbuilding\n", | |
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"[251/300] Fetching ja.stackoverflow\n", | |
"[252/300] Fetching ja.meta.stackoverflow\n", | |
"[253/300] Fetching emacs\n", | |
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"[255/300] Fetching hsm\n", | |
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"[257/300] Fetching economics\n", | |
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"[259/300] Fetching lifehacks\n", | |
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"[261/300] Fetching engineering\n", | |
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"[263/300] Fetching coffee\n", | |
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"[265/300] Fetching vi\n", | |
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"[267/300] Fetching musicfans\n", | |
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"[269/300] Fetching woodworking\n", | |
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"[271/300] Fetching civicrm\n", | |
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"[275/300] Fetching ru.stackoverflow\n", | |
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"[285/300] Fetching elementaryos\n", | |
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"[287/300] Fetching portuguese\n", | |
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"[289/300] Fetching computergraphics\n", | |
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"[291/300] Fetching hardwarerecs\n", | |
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"[293/300] Fetching es.stackoverflow\n", | |
"[294/300] Fetching es.meta.stackoverflow\n", | |
"[295/300] Fetching 3dprinting\n", | |
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"[297/300] Fetching ethereum\n", | |
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] | |
} | |
], | |
"source": [ | |
"site_ids=[s['api_site_parameter'] for s in sites]\n", | |
"s=site_ids[0]\n", | |
"\n", | |
"def get_top_question(site_id):\n", | |
" with requests.get(f\"{base_url}/questions?order=desc&sort=activity&site={site_id}\") as response:\n", | |
" return response.json()\n", | |
"\n", | |
"top_questions=[]\n", | |
"from time import sleep\n", | |
"\n", | |
"count=1\n", | |
"for site_id in site_ids:\n", | |
" print(f\"[{count}/{len(site_ids)}] Fetching {site_id}\")\n", | |
" count+=1\n", | |
" top_questions.append(get_top_question(site_id))\n", | |
" sleep(.1)\n", | |
" " | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 58, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"{'items': [{'tags': ['python', 'pandas', 'reshape', 'multi-index'],\n", | |
" 'owner': {'account_id': 26174802,\n", | |
" 'reputation': 27,\n", | |
" 'user_id': 19859149,\n", | |
" 'user_type': 'registered',\n", | |
" 'profile_image': 'https://lh3.googleusercontent.com/a/AItbvmki4v8nngs53fWEqxcs6E9NYzpjxRxnWiH4xjjt=k-s256',\n", | |
" 'display_name': 'Lola Ro',\n", | |
" 'link': 'https://stackoverflow.com/users/19859149/lola-ro'},\n", | |
" 'is_answered': False,\n", | |
" 'view_count': 1,\n", | |
" 'answer_count': 0,\n", | |
" 'score': 0,\n", | |
" 'last_activity_date': 1668707909,\n", | |
" 'creation_date': 1668707909,\n", | |
" 'question_id': 74480048,\n", | |
" 'content_license': 'CC BY-SA 4.0',\n", | |
" 'link': 'https://stackoverflow.com/questions/74480048/flatten-hierarchical-table-from-yahoo-finance',\n", | |
" 'title': 'Flatten hierarchical table from Yahoo Finance'},\n", | |
" {'tags': ['linux', 'networking', 'wireshark', 'tshark', 'mpls'],\n", | |
" 'owner': {'account_id': 19098412,\n", | |
" 'reputation': 1,\n", | |
" 'user_id': 13947202,\n", | |
" 'user_type': 'registered',\n", | |
" 'profile_image': 'https://lh3.googleusercontent.com/a-/AOh14GhuL1fHlomn2VbdeSDnVl5IyiNxsuOL_cKf_AE8kA=k-s256',\n", | |
" 'display_name': 'Giridhar Radhakrishnan',\n", | |
" 'link': 'https://stackoverflow.com/users/13947202/giridhar-radhakrishnan'},\n", | |
" 'is_answered': False,\n", | |
" 'view_count': 1,\n", | |
" 'answer_count': 0,\n", | |
" 'score': 0,\n", | |
" 'last_activity_date': 1668707908,\n", | |
" 'creation_date': 1668707908,\n", | |
" 'question_id': 74480047,\n", | |
" 'content_license': 'CC BY-SA 4.0',\n", | |
" 'link': 'https://stackoverflow.com/questions/74480047/i-have-a-pcap-with-two-mpls-headers-i-observe-the-match-criteria-for-every-fie',\n", | |
" 'title': 'I have a pcap with two MPLS headers . i observe the match criteria for every field in both the MPLS headers are similar . How do I differentiate?'},\n", | |
" {'tags': ['java', 'android', 'react-native', 'yandex-maps', 'yandex-mapkit'],\n", | |
" 'owner': {'account_id': 22321603,\n", | |
" 'reputation': 209,\n", | |
" 'user_id': 16544164,\n", | |
" 'user_type': 'registered',\n", | |
" 'profile_image': 'https://www.gravatar.com/avatar/b5cd41125141ab5709be2e62bca5a8e0?s=256&d=identicon&r=PG&f=1',\n", | |
" 'display_name': 'Zero0',\n", | |
" 'link': 'https://stackoverflow.com/users/16544164/zero0'},\n", | |
" 'is_answered': False,\n", | |
" 'view_count': 2,\n", | |
" 'answer_count': 0,\n", | |
" 'score': 0,\n", | |
" 'last_activity_date': 1668707893,\n", | |
" 'creation_date': 1668707893,\n", | |
" 'question_id': 74480046,\n", | |
" 'content_license': 'CC BY-SA 4.0',\n", | |
" 'link': 'https://stackoverflow.com/questions/74480046/load-only-one-region-or-country-and-not-the-whole-world-map-in-yandex-mapkit',\n", | |
" 'title': 'Load only one region or country and not the whole world map in yandex mapkit'},\n", | |
" {'tags': ['python', 'selenium', 'selenium-chromedriver', 'chromium'],\n", | |
" 'owner': {'account_id': 10951861,\n", | |
" 'reputation': 731,\n", | |
" 'user_id': 8047989,\n", | |
" 'user_type': 'registered',\n", | |
" 'accept_rate': 64,\n", | |
" 'profile_image': 'https://graph.facebook.com/10209068940431987/picture?type=large',\n", | |
" 'display_name': 'Daniel Slätt',\n", | |
" 'link': 'https://stackoverflow.com/users/8047989/daniel-sl%c3%a4tt'},\n", | |
" 'is_answered': True,\n", | |
" 'view_count': 6243,\n", | |
" 'accepted_answer_id': 49030040,\n", | |
" 'answer_count': 1,\n", | |
" 'score': 0,\n", | |
" 'last_activity_date': 1668707892,\n", | |
" 'creation_date': 1519818646,\n", | |
" 'last_edit_date': 1668707892,\n", | |
" 'question_id': 49028909,\n", | |
" 'content_license': 'CC BY-SA 4.0',\n", | |
" 'link': 'https://stackoverflow.com/questions/49028909/selenium-cant-find-elements-by-this-xpath-expression',\n", | |
" 'title': 'Selenium can't find elements by this XPath expression'},\n", | |
" {'tags': ['vtk', 'pyvista'],\n", | |
" 'owner': {'account_id': 3295418,\n", | |
" 'reputation': 430,\n", | |
" 'user_id': 2772805,\n", | |
" 'user_type': 'registered',\n", | |
" 'profile_image': 'https://i.stack.imgur.com/7N6Ln.jpg?s=256&g=1',\n", | |
" 'display_name': 'PBrockmann',\n", | |
" 'link': 'https://stackoverflow.com/users/2772805/pbrockmann'},\n", | |
" 'is_answered': False,\n", | |
" 'view_count': 19,\n", | |
" 'answer_count': 1,\n", | |
" 'score': 0,\n", | |
" 'last_activity_date': 1668707890,\n", | |
" 'creation_date': 1668635818,\n", | |
" 'last_edit_date': 1668707878,\n", | |
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" 'is_answered': False,\n", | |
" 'view_count': 23,\n", | |
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" 'score': 0,\n", | |
" 'last_activity_date': 1668707855,\n", | |
" 'creation_date': 1668705762,\n", | |
" 'last_edit_date': 1668706952,\n", | |
" 'question_id': 74479618,\n", | |
" 'content_license': 'CC BY-SA 4.0',\n", | |
" 'link': 'https://stackoverflow.com/questions/74479618/allow-duplicated-column-names-in-query-result',\n", | |
" 'title': 'Allow duplicated column names in query result'},\n", | |
" {'tags': ['oracle-sqldeveloper'],\n", | |
" 'owner': {'account_id': 26965856,\n", | |
" 'reputation': 1,\n", | |
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" 'profile_image': 'https://lh3.googleusercontent.com/a/ALm5wu1VMjuXaOnTg6EYolHD2k2r2HY8MQ8EEApAjsNn8Q=k-s256',\n", | |
" 'display_name': 'Rahul Roy',\n", | |
" 'link': 'https://stackoverflow.com/users/20532732/rahul-roy'},\n", | |
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" 'question_id': 74480031,\n", | |
" 'content_license': 'CC BY-SA 4.0',\n", | |
" 'link': 'https://stackoverflow.com/questions/74480031/i-do-need-help-in-writing-sql-query-in-oracle-for-the-below-sample-data',\n", | |
" 'title': 'I do need help in writing SQL Query in ORACLE for the below sample data'},\n", | |
" {'tags': ['regex'],\n", | |
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" 'display_name': 'Jay Bienvenu',\n", | |
" 'link': 'https://stackoverflow.com/users/1905056/jay-bienvenu'},\n", | |
" 'is_answered': False,\n", | |
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" {'tags': ['php', 'sql', 'ajax', 'row'],\n", | |
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" 'profile_image': 'https://graph.facebook.com/1775211672620714/picture?type=large',\n", | |
" 'display_name': 'Mustafa Hashim',\n", | |
" 'link': 'https://stackoverflow.com/users/13718444/mustafa-hashim'},\n", | |
" 'is_answered': False,\n", | |
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" 'content_license': 'CC BY-SA 4.0',\n", | |
" 'link': 'https://stackoverflow.com/questions/74479868/insert-sql-command-inside-array',\n", | |
" 'title': 'insert SQL command inside array'},\n", | |
" {'tags': ['.net', 'iis', '.net-6.0', 'iis-10'],\n", | |
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" 'link': 'https://stackoverflow.com/users/17820562/johns'},\n", | |
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" 'title': 'IIS 10 error when want to see Configuration Editor for .Net 6.0 project'},\n", | |
" {'tags': ['python',\n", | |
" 'pandas',\n", | |
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" 'data-preprocessing'],\n", | |
" 'owner': {'account_id': 5340767,\n", | |
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" 'display_name': 'Sudhakar Samak',\n", | |
" 'link': 'https://stackoverflow.com/users/4257964/sudhakar-samak'},\n", | |
" 'is_answered': False,\n", | |
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" 'question_id': 74478807,\n", | |
" 'content_license': 'CC BY-SA 4.0',\n", | |
" 'link': 'https://stackoverflow.com/questions/74478807/using-ordinal-variables-as-categories-in-xgboost-python',\n", | |
" 'title': 'Using Ordinal Variables as categories in XGBoost Python'}],\n", | |
" 'has_more': True,\n", | |
" 'quota_max': 300,\n", | |
" 'quota_remaining': 278}" | |
] | |
}, | |
"execution_count": 58, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"top_questions[0]" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 87, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"{'title': 'Flatten hierarchical table from Yahoo Finance',\n", | |
" 'url': 'https://stackoverflow.com/questions/74480048/flatten-hierarchical-table-from-yahoo-finance',\n", | |
" 'community': 'stackoverflow'}" | |
] | |
}, | |
"execution_count": 87, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"questions_with_communities = list(zip(site_ids, top_questions))\n", | |
"\n", | |
"def make_desc(question_with_community):\n", | |
" c,_= question_with_community\n", | |
" q=_['items'][0]\n", | |
" return {\n", | |
" 'title': q.get('title'),\n", | |
" 'url': q.get('link'),\n", | |
" 'community': c\n", | |
" }\n", | |
"def has_items(q): return q[1].get('items') != None\n", | |
"\n", | |
"top_questions_global = list(\n", | |
" map(\n", | |
" make_desc,\n", | |
" filter(\n", | |
" has_items,\n", | |
" questions_with_communities\n", | |
" )\n", | |
" )\n", | |
")\n", | |
"\n", | |
"top_questions_global[0]" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3.10.6 64-bit ('3.10.6')", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.10.6" | |
}, | |
"orig_nbformat": 4, | |
"vscode": { | |
"interpreter": { | |
"hash": "a9be3b63f22a1a552d4ee9c71664622b0c3004378b7bfc5360ee37e759140bf0" | |
} | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 2 | |
} |
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