diff --git a/your-code/main.ipynb b/your-code/main.ipynb index bad6d94..d359a6c 100644 --- a/your-code/main.ipynb +++ b/your-code/main.ipynb @@ -9,10 +9,12 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "import pandas as pd" + ] }, { "cell_type": "markdown", @@ -23,10 +25,317 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/html": [ + "
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userIdReputationCreationDateDisplayNameLastAccessDateWebsiteUrlLocationAboutMeViewsUpVotesDownVotesAccountIdAgeProfileImageUrl
0-112010-07-19 06:55:26Community2010-07-19 06:55:26http://meta.stackexchange.com/on the server farm<p>Hi, I'm not really a person.</p>\\n\\n<p>I'm ...050071920-1NaNNaN
121012010-07-19 14:01:36Geoff Dalgas2013-11-12 22:07:23http://stackoverflow.comCorvallis, OR<p>Developer on the StackOverflow team. Find ...2530237.0NaN
231012010-07-19 15:34:50Jarrod Dixon2014-08-08 06:42:58http://stackoverflow.comNew York, NY<p><a href=\"http://blog.stackoverflow.com/2009...22190335.0NaN
341012010-07-19 19:03:27Emmett2014-01-02 09:31:02http://minesweeperonline.comSan Francisco, CA<p>currently at a startup in SF</p>\\n\\n<p>form...1100199828.0http://i.stack.imgur.com/d1oHX.jpg
4567922010-07-19 19:03:57Shane2014-08-13 00:23:47http://www.statalgo.comNew York, NY<p>Quantitative researcher focusing on statist...114566255450335.0NaN
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403205574312014-09-13 21:03:50AussieMeg2014-09-13 21:18:52NaNNaNNaN0005026902NaNhttp://graph.facebook.com/665821703/picture?ty...
403215574462014-09-13 21:39:30Mia Maria2014-09-13 21:39:30NaNNaNNaN1005026998NaNNaN
40322557451012014-09-13 23:45:27tronbabylove2014-09-13 23:45:27NaNUnited StatesNaN000481766NaNhttps://www.gravatar.com/avatar/faa7a3fdbd8308...
40323557461062014-09-14 00:29:41GPP2014-09-14 02:05:17NaNNaN<p>Stats noobie, product, marketing &amp; medi...100976289NaNhttps://www.gravatar.com/avatar/6d9e9fa6b783a3...
403245574712014-09-14 01:01:44Shivam Agrawal2014-09-14 01:19:04NaNIndia<p>Maths Enthusiast </p>\\n0005027354NaNhttps://lh4.googleusercontent.com/-ZsXhwVaFmiY...
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currently at a startup in SF

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form... \n", + "4 New York, NY

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IdPostTypeIdAcceptedAnswerIdCreaionDateScoreViewCountBodyOwnerUserIdLasActivityDateTitle...AnswerCountCommentCountFavoriteCountLastEditorUserIdLastEditDateCommunityOwnedDateParentIdClosedDateOwnerDisplayNameLastEditorDisplayName
01115.02010-07-19 19:12:12231278.0<p>How should I elicit prior distributions fro...8.02010-09-15 21:08:26Eliciting priors from experts...5.0114.0NaNNaNNaNNaNNaNNaNNaN
12159.02010-07-19 19:12:57228198.0<p>In many different statistical methods there...24.02012-11-12 09:21:54What is normality?...7.018.088.02010-08-07 17:56:44NaNNaNNaNNaNNaN
2315.02010-07-19 19:13:28543613.0<p>What are some valuable Statistical Analysis...18.02013-05-27 14:48:36What are some valuable Statistical Analysis op......19.0436.0183.02011-02-12 05:50:032010-07-19 19:13:28NaNNaNNaNNaN
341135.02010-07-19 19:13:31135224.0<p>I have two groups of data. Each with a dif...23.02010-09-08 03:00:19Assessing the significance of differences in d......5.022.0NaNNaNNaNNaNNaNNaNNaN
452NaN2010-07-19 19:14:4381NaN<p>The R-project</p>\\n\\n<p><a href=\"http://www...23.02010-07-19 19:21:15NaN...NaN3NaN23.02010-07-19 19:21:152010-07-19 19:14:433.0NaNNaNNaN
..................................................................
39995483212NaN2013-01-23 09:00:010NaN<p>you can use the matlab codes for svm and co...19966.02013-01-23 09:00:01NaN...NaN0NaNNaNNaNNaN45118.0NaNNaNNaN
39996483222NaN2013-01-23 09:09:343NaN<p>I use <a href=\"http://www.gnu.org/software/...892.02013-01-23 13:13:30NaN...NaN2NaN892.02013-01-23 13:13:30NaN48311.0NaNNaNNaN
39997483232NaN2013-01-23 09:16:441NaN<p>If I understand your question correctly, yo...2020.02013-01-23 09:16:44NaN...NaN0NaNNaNNaNNaN48247.0NaNNaNNaN
39998483242NaN2013-01-23 09:36:073NaN<p>Doesn't really help you with your question,...19914.02013-01-23 09:36:07NaN...NaN0NaNNaNNaNNaN48297.0NaNNaNNaN
39999483251NaN2013-01-23 09:44:07-1116.0<p>I have 10 vectors each having 100,000 point...19968.02013-02-22 11:23:54are data sets obtained from a Normal distribut......2.04NaNNaNNaNNaNNaNNaNNaNNaN
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The R-project

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you can use the matlab codes for svm and co... \n", + "39996 NaN

I use If I understand your question correctly, yo... \n", + "39998 NaN

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postIdPostTypeIdAcceptedAnswerIdCreaionDateScoreViewCountBodyuserIdLasActivityDateTitle...AnswerCountCommentCountFavoriteCountLastEditorUserIdLastEditDateCommunityOwnedDateParentIdClosedDateOwnerDisplayNameLastEditorDisplayName
01115.02010-07-19 19:12:12231278.0<p>How should I elicit prior distributions fro...8.02010-09-15 21:08:26Eliciting priors from experts...5.0114.0NaNNaNNaNNaNNaNNaNNaN
12159.02010-07-19 19:12:57228198.0<p>In many different statistical methods there...24.02012-11-12 09:21:54What is normality?...7.018.088.02010-08-07 17:56:44NaNNaNNaNNaNNaN
2315.02010-07-19 19:13:28543613.0<p>What are some valuable Statistical Analysis...18.02013-05-27 14:48:36What are some valuable Statistical Analysis op......19.0436.0183.02011-02-12 05:50:032010-07-19 19:13:28NaNNaNNaNNaN
341135.02010-07-19 19:13:31135224.0<p>I have two groups of data. Each with a dif...23.02010-09-08 03:00:19Assessing the significance of differences in d......5.022.0NaNNaNNaNNaNNaNNaNNaN
452NaN2010-07-19 19:14:4381NaN<p>The R-project</p>\\n\\n<p><a href=\"http://www...23.02010-07-19 19:21:15NaN...NaN3NaN23.02010-07-19 19:21:152010-07-19 19:14:433.0NaNNaNNaN
..................................................................
39995483212NaN2013-01-23 09:00:010NaN<p>you can use the matlab codes for svm and co...19966.02013-01-23 09:00:01NaN...NaN0NaNNaNNaNNaN45118.0NaNNaNNaN
39996483222NaN2013-01-23 09:09:343NaN<p>I use <a href=\"http://www.gnu.org/software/...892.02013-01-23 13:13:30NaN...NaN2NaN892.02013-01-23 13:13:30NaN48311.0NaNNaNNaN
39997483232NaN2013-01-23 09:16:441NaN<p>If I understand your question correctly, yo...2020.02013-01-23 09:16:44NaN...NaN0NaNNaNNaNNaN48247.0NaNNaNNaN
39998483242NaN2013-01-23 09:36:073NaN<p>Doesn't really help you with your question,...19914.02013-01-23 09:36:07NaN...NaN0NaNNaNNaNNaN48297.0NaNNaNNaN
39999483251NaN2013-01-23 09:44:07-1116.0<p>I have 10 vectors each having 100,000 point...19968.02013-02-22 11:23:54are data sets obtained from a Normal distribut......2.04NaNNaNNaNNaNNaNNaNNaNNaN
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I have two groups of data. Each with a dif... 23.0 \n", + "4 NaN

The R-project

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you can use the matlab codes for svm and co... 19966.0 \n", + "39996 NaN

I use If I understand your question correctly, yo... 2020.0 \n", + "39998 NaN

Doesn't really help you with your question,... 19914.0 \n", + "39999 116.0

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" + ], + "text/plain": [ + " userId Reputation Views UpVotes DownVotes postId Score \\\n", + "0 -1 1 0 5007 1920 2175 0 \n", + "1 -1 1 0 5007 1920 8576 0 \n", + "2 -1 1 0 5007 1920 8578 0 \n", + "3 -1 1 0 5007 1920 8981 0 \n", + "4 -1 1 0 5007 1920 8982 0 \n", + "... ... ... ... ... ... ... ... \n", + "38957 45934 11 1 0 0 34003 1 \n", + "38958 46192 36 1 0 0 40667 5 \n", + "38959 46522 235 13 27 1 17461 3 \n", + "38960 52371 221 2 0 0 27237 24 \n", + "38961 55226 119 2 3 0 16176 1 \n", + "\n", + " ViewCount CommentCount \n", + "0 0.0 0 \n", + "1 0.0 0 \n", + "2 0.0 0 \n", + "3 0.0 0 \n", + "4 0.0 0 \n", + "... ... ... \n", + "38957 115.0 2 \n", + "38958 326.0 2 \n", + "38959 166.0 0 \n", + "38960 3357.0 5 \n", + "38961 0.0 0 \n", + "\n", + "[38962 rows x 9 columns]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#will be filling them otherwise i would delete more than half of of the rows in my df\n", + "user_post.fillna(0,inplace = True)\n", + "user_post" + ] }, { "cell_type": "markdown", @@ -139,15 +2324,67 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/plain": [ + "userId int64\n", + "Reputation int64\n", + "Views int64\n", + "UpVotes int64\n", + "DownVotes int64\n", + "postId int64\n", + "Score int64\n", + "ViewCount float64\n", + "CommentCount int64\n", + "dtype: object" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "user_post.dtypes" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "userId int64\n", + "Reputation int64\n", + "Views int64\n", + "UpVotes int64\n", + "DownVotes int64\n", + "postId int64\n", + "Score int64\n", + "ViewCount int64\n", + "CommentCount int64\n", + "dtype: object" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "user_post['ViewCount'] = user_post['ViewCount'].astype(int)\n", + "user_post.dtypes" + ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -161,7 +2398,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.8" + "version": "3.9.7" } }, "nbformat": 4,