student-performance

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Split (3)

train · 8M rows

Age int64	Grade int64	Gender string	Race string	SES_Quartile int64	ParentalEducation string	SchoolType string	Locale string	TestScore_Math float64	TestScore_Reading float64	TestScore_Science float64	GPA float64	AttendanceRate float64	StudyHours float64	InternetAccess int64	Extracurricular int64	PartTimeJob int64	ParentSupport int64	Romantic int64	FreeTime int64	GoOut int64
14	9	Female	Black	2	SomeCollege	Private	Rural	88.407622	85.375361	79.158546	3.532914	0.926614	0.719955	1	0	0	0	0	2	1
18	12	Female	Black	1	HS	Public	Town	100	96.168081	95.251501	3.418806	0.987	1.563799	1	0	0	1	0	1	3
18	12	Female	White	3	SomeCollege	Public	City	84.461617	68.89227	82.844376	2.881416	0.929077	1.229434	1	0	0	0	0	4	2
14	9	Female	White	1	SomeCollege	Public	Suburban	64.924674	61.07861	67.492714	2.664961	0.851386	0.546738	0	1	0	0	0	2	2
16	11	Female	White	1	<HS	Public	City	87.255834	75.478313	73.986027	2.80651	0.913699	1.200816	0	0	0	0	0	3	1
17	12	Female	Asian	2	SomeCollege	Public	Rural	78.446668	79.472882	76.653295	2.45112	0.902735	0.731163	1	0	0	0	0	2	1
17	12	Female	White	1	HS	Public	Suburban	89.366146	71.31816	90.538504	3.491412	0.913311	0.915124	1	1	0	0	0	2	2
17	12	Male	Asian	3	SomeCollege	Public	Rural	79.673884	71.176812	74.874369	3.022072	0.876364	0.920268	1	0	1	0	0	3	1
18	12	Male	Black	4	Bachelors+	Public	City	79.232225	74.460222	76.58174	2.682353	0.905753	1.1437	1	1	0	1	1	2	3
14	9	Female	Asian	1	HS	Public	Town	89.940154	88.448133	84.563747	2.9891	0.931052	1.768095	1	0	0	1	0	4	3
18	12	Female	Black	2	Bachelors+	Public	City	66.829021	65.304987	67.021867	2.381024	0.832932	0.473237	1	1	1	0	0	1	2
18	12	Male	White	2	<HS	Public	Suburban	45.611342	46.07779	44.552985	1.152569	0.740423	0.056556	0	0	0	0	1	4	1
18	12	Female	Hispanic	4	SomeCollege	Public	Suburban	93.148429	92.09172	94.582492	3.565942	0.978853	1.005162	1	1	0	1	0	3	1
14	9	Male	White	4	SomeCollege	Private	Suburban	72.438425	80.571216	89.261997	3.407533	0.896187	1.104079	1	0	1	0	0	4	4
17	12	Male	Black	3	<HS	Public	Suburban	80.599068	89.345585	75.031384	3.082592	0.927052	1.454869	1	1	0	0	0	3	2
14	9	Female	White	4	Bachelors+	Private	Suburban	81.924594	78.227038	90.96243	3.644	0.961895	1.153592	1	0	0	1	0	3	2
15	10	Male	White	3	SomeCollege	Public	Rural	71.180327	58.973053	65.526764	3.251545	0.869079	0.223161	1	0	0	0	1	3	4
17	12	Female	Hispanic	4	HS	Public	Suburban	76.070335	69.600541	70.281495	2.906091	0.86712	1.300091	1	0	0	0	0	3	4
15	10	Male	White	2	Bachelors+	Public	Suburban	85.449254	74.120468	77.071513	2.874806	0.900347	0.861248	1	0	0	0	0	4	2
18	12	Female	Asian	1	SomeCollege	Public	City	51.390354	54.014751	51.303335	1.718275	0.758833	0.650207	1	1	0	1	0	3	1
15	10	Male	White	4	SomeCollege	Private	Suburban	85.149593	77.491631	79.806421	2.996749	0.931896	1.019474	1	0	1	1	0	3	3
14	9	Male	White	4	<HS	Private	Town	68.501912	72.724347	66.689551	2.572597	0.856596	0.791998	1	1	0	0	0	2	1
18	12	Female	Hispanic	1	SomeCollege	Public	Suburban	81.871408	68.837224	77.131351	3.029953	0.935298	0.841508	1	1	1	0	1	3	2
16	11	Female	Black	3	HS	Public	Suburban	66.208063	79.870384	82.166944	3.067577	0.925963	0.878627	1	0	0	0	0	4	3
18	12	Female	White	4	SomeCollege	Public	Suburban	74.521338	71.901066	74.773474	2.796439	0.884203	1.478635	1	0	0	1	1	4	1
15	10	Female	Hispanic	4	Bachelors+	Public	City	64.871514	63.050728	65.874447	2.411223	0.852874	1.007615	1	0	0	1	1	4	3
15	10	Female	Hispanic	1	Bachelors+	Public	Suburban	78.190415	69.434281	77.305885	3.403946	0.877474	0.911808	1	1	0	1	0	3	1
15	10	Male	White	3	HS	Private	City	71.758774	77.156487	85.210804	3.062169	0.940423	0.539636	1	0	0	1	0	3	3
14	9	Male	Hispanic	1	HS	Public	Rural	59.345779	62.053349	55.052257	2.300402	0.829158	0.926453	0	1	1	0	0	3	2
15	10	Female	Hispanic	2	Bachelors+	Public	Suburban	86.407772	79.834016	87.015601	2.956381	0.945709	0.989307	0	1	0	0	0	2	1
15	10	Female	Two-or-more	4	SomeCollege	Public	Rural	81.306364	83.294329	75.961342	3.629578	0.945541	1.683066	1	1	0	1	0	4	2
16	11	Male	Hispanic	4	SomeCollege	Public	Suburban	91.919823	92.577349	82.697616	3.336951	0.979642	0.935379	1	0	0	1	0	3	2
17	12	Male	Black	1	SomeCollege	Private	Rural	88.393803	91.101643	79.792108	3.232667	0.96529	1.371628	0	0	0	0	0	2	2
16	11	Male	White	1	<HS	Public	Town	68.465631	76.201987	58.060196	2.760974	0.8544	0.840472	1	0	0	1	0	3	1
17	12	Male	White	3	SomeCollege	Public	City	66.796431	74.351334	75.485434	2.660033	0.906201	0.611373	1	1	0	1	0	4	2
18	12	Female	White	4	HS	Private	City	72.235466	66.15525	76.115746	3.285942	0.907627	0.918414	1	1	0	0	0	4	3
16	11	Male	Hispanic	1	HS	Public	Suburban	62.018872	58.078917	53.999676	2.694844	0.794129	0.891526	1	1	0	0	1	3	3
18	12	Male	White	2	<HS	Private	Suburban	72.73183	74.413329	91.964448	2.99081	0.901121	1.176655	1	1	1	0	1	3	2
18	12	Female	Other	1	<HS	Public	City	79.325556	80.674681	71.183261	2.960845	0.95613	1.026179	1	0	0	0	1	3	3
16	11	Female	White	2	HS	Public	City	67.165685	65.438898	74.573987	3.21604	0.862015	0.462141	1	1	0	0	0	2	1
15	10	Female	Asian	3	<HS	Public	City	56.120257	53.116997	53.756725	2.270398	0.770805	0.428395	1	1	0	0	0	4	2
14	9	Male	White	1	<HS	Public	Suburban	68.953202	80.611056	74.852651	2.658282	0.896705	1.075856	1	1	0	0	0	2	3
17	12	Male	White	3	HS	Private	Rural	69.543799	71.869006	69.589781	2.583474	0.892879	1.147714	1	0	0	1	0	3	1
14	9	Female	White	2	HS	Private	Rural	68.940007	54.672622	68.670961	2.012636	0.856361	0.97327	1	1	0	0	0	4	2
14	9	Male	Black	2	HS	Public	Rural	71.738012	63.903858	71.205914	2.264099	0.865113	0.924175	1	1	1	1	1	2	2
14	9	Female	White	4	SomeCollege	Private	Suburban	87.365464	83.680285	85.829498	3.331364	0.920288	1.26116	1	1	0	1	0	4	2
18	12	Male	White	2	SomeCollege	Public	Rural	85.614492	69.54773	78.288263	3.371653	0.955082	0.844704	1	0	0	0	0	3	2
15	10	Male	Black	3	HS	Public	Rural	64.069164	75.142419	65.475232	2.834339	0.889429	0.692618	1	0	1	1	1	4	1
14	9	Male	White	3	SomeCollege	Private	City	83.441449	89.046235	70.886334	3.299998	0.949764	1.36493	1	0	0	0	0	4	5
18	12	Male	Hispanic	1	HS	Public	Rural	72.408862	76.215114	76.004969	3.313292	0.872901	0.930998	1	1	0	0	1	3	2
14	9	Female	Hispanic	1	<HS	Public	Rural	68.981841	67.196215	74.384347	2.864969	0.857176	0.993907	1	0	0	0	0	3	3
18	12	Female	Asian	1	HS	Public	Suburban	77.549424	73.624266	66.285951	3.05401	0.871469	1.054416	1	0	1	0	0	3	1
17	12	Male	Asian	4	HS	Public	Suburban	87.100606	81.926944	78.130213	2.784339	0.915648	1.150825	1	1	0	0	0	4	3
14	9	Male	White	2	HS	Public	City	73.963151	75.374863	77.571887	2.682017	0.905004	0.942111	0	0	0	0	0	5	2
15	10	Female	White	4	SomeCollege	Private	City	87.373455	92.304324	89.311207	3.49317	0.992791	1.184726	1	0	0	0	0	3	3
17	12	Female	Asian	1	<HS	Public	City	87.680926	82.555506	80.463557	3.649591	0.933618	1.312218	1	1	0	0	0	4	3
15	10	Female	Hispanic	4	SomeCollege	Public	City	68.095924	73.426375	70.346823	2.806518	0.879996	0.7756	1	1	0	0	0	2	3
18	12	Male	Black	4	Bachelors+	Private	Suburban	80.66703	82.900839	88.51088	3.24706	0.950179	1.270592	1	1	0	0	1	3	2
14	9	Female	White	3	Bachelors+	Public	Town	76.554119	73.06971	85.950406	2.98123	0.897514	1.207209	1	1	0	0	0	4	2
15	10	Female	White	1	HS	Public	Rural	90.426195	96.128661	85.55722	3.352228	0.960477	1.640022	1	0	0	0	0	3	3
18	12	Female	White	4	Bachelors+	Private	City	54.042845	68.96905	52.885826	2.596024	0.847471	0.631703	1	1	0	1	0	4	2
14	9	Female	Hispanic	3	SomeCollege	Public	Suburban	66.633022	78.503167	81.614355	3.385544	0.914937	0.848251	1	0	0	1	0	5	2
14	9	Male	Black	3	HS	Public	City	82.122205	84.012864	81.273077	3.070892	0.924523	0.883087	1	1	0	0	0	2	3
18	12	Female	Black	1	<HS	Public	City	81.1912	86.324857	88.462584	3.825151	0.946236	1.007371	1	0	1	0	0	4	1
15	10	Male	Hispanic	3	SomeCollege	Public	City	82.921094	74.556422	58.456099	2.731618	0.861365	0.53818	1	1	0	0	0	3	3
15	10	Female	White	2	HS	Public	Suburban	68.750212	72.376582	76.300709	2.912208	0.880211	1.473071	1	0	1	0	0	2	1
18	12	Male	Hispanic	1	Bachelors+	Public	Town	88.564609	100	94.026901	4	1	1.728657	1	1	1	1	0	3	2
17	12	Male	Hispanic	2	HS	Public	Suburban	77.43909	76.482026	75.475518	3.093928	0.893632	0.845594	0	0	1	0	0	5	3
17	12	Male	Hispanic	2	<HS	Public	City	52.855552	57.444506	66.714438	2.610051	0.799019	1.168666	1	1	0	0	0	3	1
17	12	Male	White	1	HS	Public	City	74.346776	75.365229	94.271876	3.176379	0.944461	0.722537	0	1	0	0	0	4	2
18	12	Female	White	2	SomeCollege	Public	Suburban	84.108446	81.111762	86.988803	3.259137	0.965486	1.529547	1	1	0	1	0	3	2
17	12	Male	Two-or-more	3	SomeCollege	Private	City	79.636944	76.628521	85.013912	3.267106	0.948815	0.935518	1	1	1	1	0	4	2
15	10	Male	Black	4	SomeCollege	Public	Suburban	73.392307	79.4081	74.767846	2.869777	0.926724	1.212881	1	0	1	0	1	3	1
17	12	Male	White	3	HS	Public	Suburban	78.782174	80.540113	81.733306	3.100487	0.962038	1.431498	0	1	1	1	0	2	1
15	10	Female	Hispanic	3	Bachelors+	Public	City	69.907933	62.132624	70.811603	2.351678	0.830199	0.959916	1	1	0	0	0	4	2
18	12	Female	Hispanic	2	HS	Public	Suburban	72.049979	61.758169	73.95191	2.60184	0.876457	0.393753	1	0	0	0	0	4	2
18	12	Male	Black	3	HS	Public	Rural	76.309388	80.235428	78.043913	3.258679	0.922987	1.065743	1	0	0	0	0	2	2
15	10	Female	White	4	Bachelors+	Public	Rural	75.913852	70.46469	76.468285	3.192006	0.873493	0.854999	1	0	0	1	0	3	3
15	10	Male	Hispanic	3	HS	Public	Town	96.872088	99.206884	88.110816	3.993818	0.998556	1.258636	1	0	0	1	0	3	2
15	10	Female	Hispanic	2	SomeCollege	Public	Suburban	65.643341	65.813849	61.63887	2.700869	0.852922	0.805645	1	1	0	1	1	2	4
14	9	Female	White	3	SomeCollege	Public	Town	46.600146	56.359855	59.282737	2.895598	0.783362	0.580612	1	0	0	0	0	3	4
15	10	Female	Hispanic	3	<HS	Public	Suburban	63.625731	68.226105	65.475942	2.491663	0.846333	0.396288	1	1	0	1	0	5	1
17	12	Female	Other	2	HS	Private	Suburban	67.432078	75.421601	62.258017	3.010875	0.882042	0.62736	1	1	0	0	0	3	3
17	12	Male	Asian	3	HS	Public	City	81.135495	97.737848	88.49413	3.663285	0.977618	1.159627	1	1	0	1	0	4	2
16	11	Female	Hispanic	3	Bachelors+	Public	Suburban	81.906288	92.345655	86.592484	4	0.94308	1.388578	1	0	0	0	0	5	1
14	9	Female	Two-or-more	3	SomeCollege	Public	Rural	97.055559	100	88.993448	3.744859	1	1.566742	1	0	1	1	1	2	2
14	9	Male	Asian	2	SomeCollege	Public	City	69.793375	79.229537	77.510565	2.946739	0.880393	0.832825	1	0	0	1	0	3	1
18	12	Male	White	1	HS	Public	City	73.503701	81.630574	72.398669	2.958048	0.8937	1.069577	1	0	1	0	0	2	2
15	10	Male	Black	2	SomeCollege	Public	City	53.0653	54.423437	65.679773	2.07219	0.809667	0.441157	0	1	0	0	0	2	3
18	12	Male	Hispanic	1	SomeCollege	Public	Suburban	72.675935	86.888283	82.303954	2.886202	0.9167	1.037953	0	1	0	0	0	3	1
15	10	Male	Hispanic	4	Bachelors+	Private	City	50.122424	61.843888	55.761531	2.482963	0.760872	0.782322	1	1	1	0	1	4	3
17	12	Male	White	3	HS	Private	Suburban	77.611525	82.554938	79.861628	2.991215	0.929826	1.096405	1	1	0	1	0	4	1
15	10	Male	White	2	<HS	Public	Suburban	68.267269	70.655739	71.57365	2.817248	0.874334	0.72408	0	1	0	0	0	3	2
18	12	Male	Hispanic	2	HS	Public	City	71.581463	79.010243	70.256593	3.40831	0.889386	0.504683	0	0	0	1	1	3	2
15	10	Female	Hispanic	3	Bachelors+	Public	City	89.406313	84.763447	95.774087	3.568898	0.977093	1.659334	1	0	0	1	0	1	2
17	12	Male	Hispanic	1	HS	Public	City	67.774309	69.427356	77.160679	2.89279	0.88181	1.409162	1	1	0	1	0	1	2
17	12	Male	Hispanic	2	HS	Public	Town	71.446147	69.685462	78.438243	2.792365	0.920071	0.574729	1	1	0	0	0	4	1
15	10	Female	White	2	<HS	Private	Suburban	58.584039	53.754963	67.218931	2.529865	0.835064	0.602441	0	1	0	0	0	2	2
16	11	Male	White	2	HS	Private	City	70.98107	75.420622	69.655642	2.684163	0.909793	1.121169	1	1	0	1	0	4	3
17	12	Male	White	3	Bachelors+	Public	Suburban	79.171131	81.210211	82.444568	3.274455	0.890258	1.261614	1	1	0	0	1	4	2

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