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
16	11	Female	Other	2	SomeCollege	Public	Suburban	74.002797	73.811908	79.427568	3.280105	0.919455	0.862241	0	1	1	1	0	4	2
16	11	Female	Black	2	SomeCollege	Public	Suburban	64.266956	72.446603	71.595312	2.820061	0.857628	0.739347	1	0	0	1	1	3	4
14	9	Female	Hispanic	1	SomeCollege	Private	Suburban	79.53259	87.010068	80.842177	3.09693	0.950667	1.089361	1	1	0	0	0	2	2
14	9	Male	Hispanic	4	HS	Public	City	74.493241	66.43807	67.559476	2.875916	0.887164	0.843576	1	1	0	0	0	2	3
14	9	Female	White	3	HS	Public	Suburban	92.538921	85.475636	87.891661	3.75897	0.933529	1.494168	1	0	0	0	1	3	2
17	12	Female	White	2	HS	Public	City	88.563107	89.458579	91.233817	4	0.985797	1.52713	1	1	0	0	1	3	2
15	10	Female	White	2	<HS	Public	Rural	73.292329	69.67972	75.704342	3.088291	0.902278	0.752739	1	0	0	0	1	2	2
17	12	Male	Black	2	HS	Public	Rural	71.061235	66.031635	79.19229	2.052493	0.876937	1.107525	1	1	1	1	1	3	1
14	9	Female	Asian	4	SomeCollege	Public	City	76.68976	72.059433	72.796013	2.673916	0.896468	0.240897	1	1	0	0	0	2	2
15	10	Female	Hispanic	2	<HS	Private	Suburban	70.446608	76.375341	72.610464	3.016703	0.887054	0.521873	0	1	0	0	0	3	3
16	11	Male	Two-or-more	1	<HS	Private	City	66.362444	56.432166	53.069465	2.512578	0.807286	0.343733	1	1	0	1	0	2	1
15	10	Female	Hispanic	2	SomeCollege	Public	Rural	85.822632	82.887468	83.655495	3.498728	0.933607	0.704488	1	1	0	0	0	1	5
16	11	Male	White	3	Bachelors+	Public	Rural	86.955681	82.032578	80.943273	3.068613	0.915022	1.355652	0	0	0	1	1	2	3
15	10	Male	White	4	SomeCollege	Public	City	64.987597	57.617064	65.132647	2.581004	0.869421	0.967127	1	1	0	1	0	3	1
15	10	Male	Hispanic	2	SomeCollege	Public	Suburban	82.228143	72.818485	65.429464	2.469603	0.897218	1.099796	1	0	1	1	0	3	1
14	9	Male	Black	1	SomeCollege	Private	City	63.485757	73.337656	72.823159	2.81836	0.921209	0.394159	1	0	0	0	0	4	4
15	10	Female	White	3	HS	Private	Rural	73.162238	70.348316	62.421544	3.218806	0.82921	1.203873	1	1	0	0	0	2	1
18	12	Female	White	4	HS	Public	Suburban	82.500867	75.544392	79.002399	3.108437	0.93732	1.248505	1	1	0	0	1	1	1
15	10	Male	White	4	Bachelors+	Public	City	68.711821	72.839712	56.192025	2.724202	0.859574	0.592017	1	1	0	0	0	3	1
15	10	Male	White	3	Bachelors+	Public	Rural	85.406907	68.468853	75.382981	2.759588	0.870776	1.444042	1	1	0	0	0	3	3
14	9	Male	White	2	<HS	Public	Suburban	49.578266	60.51193	62.76853	2.353763	0.83937	0.651243	1	1	0	0	0	4	1
17	12	Female	Black	2	<HS	Public	Town	62.824312	67.592076	65.467253	2.54928	0.869508	0.516822	1	0	1	1	1	3	2
15	10	Male	Black	1	HS	Public	Rural	53.293279	58.373853	56.109606	1.995855	0.822523	1.04013	1	1	1	0	0	3	3
18	12	Male	Black	1	HS	Public	Rural	70.889267	63.862338	79.579805	2.999452	0.895731	0.82859	1	1	0	0	0	3	2
17	12	Female	White	3	SomeCollege	Public	Suburban	76.365444	76.196017	72.865619	2.54206	0.89996	1.197257	1	0	1	1	0	3	2
16	11	Male	White	2	SomeCollege	Public	Suburban	59.307036	58.275079	58.482081	2.357883	0.790698	0.662526	1	1	0	1	0	2	1
18	12	Male	Hispanic	3	Bachelors+	Private	Rural	98.29526	100	96.742995	3.648115	1	1.529168	1	0	0	1	0	1	2
14	9	Female	Black	3	Bachelors+	Public	City	75.218485	69.467982	74.497946	2.489334	0.880993	0.402616	1	1	1	1	0	2	2
17	12	Male	Hispanic	2	HS	Private	Suburban	65.71723	57.727492	52.188775	2.821236	0.831596	0.535928	1	0	0	0	1	2	1
14	9	Male	Hispanic	2	HS	Public	Rural	78.386983	87.017453	75.392403	2.902891	0.918987	1.453374	1	1	0	1	0	3	1
16	11	Male	Hispanic	4	HS	Public	Town	61.964912	79.79166	86.779783	3.418457	0.927058	1.036297	1	0	0	1	0	3	3
18	12	Male	Black	3	HS	Private	Suburban	64.045087	65.867216	75.910103	2.355632	0.847736	0.69497	1	0	0	0	0	1	1
18	12	Male	Black	3	HS	Public	City	77.300125	78.869107	72.152303	3.50285	0.890541	0.940995	1	1	0	0	0	3	2
18	12	Female	White	1	HS	Public	Suburban	71.382767	71.91577	67.746925	2.224662	0.89401	1.029717	1	0	0	0	0	2	2
16	11	Female	Black	4	SomeCollege	Private	Rural	67.700285	66.24677	67.592999	3.236392	0.816932	0.898538	1	0	0	0	0	2	2
16	11	Male	White	3	<HS	Public	City	69.683839	62.767384	75.241161	2.757826	0.853542	0.77105	0	0	0	0	0	4	2
17	12	Male	White	2	HS	Public	City	67.832446	72.928261	77.260427	2.483455	0.894021	0.527673	1	0	0	1	0	2	1
16	11	Male	Two-or-more	4	HS	Public	Suburban	71.950135	67.275313	65.545379	3.253429	0.85921	1.015107	1	0	0	0	0	1	1
16	11	Female	White	3	HS	Public	City	75.826583	74.587605	78.659688	3.235955	0.871494	1.041499	1	1	0	0	1	4	2
14	9	Female	White	2	<HS	Public	Suburban	74.590899	72.970185	79.137339	3.194351	0.895119	0.800061	1	0	0	0	0	3	2
15	10	Female	Hispanic	1	SomeCollege	Private	Rural	84.290785	67.226103	68.458589	2.922715	0.870311	0.54822	1	1	1	0	0	5	3
18	12	Male	White	1	SomeCollege	Public	Suburban	79.335586	72.797056	87.415649	3.0629	0.901829	0.856019	0	1	0	1	0	2	1
18	12	Female	Black	2	SomeCollege	Public	Town	74.573633	72.883133	59.565771	1.913645	0.882819	0.781963	1	1	0	0	0	3	1
18	12	Female	Hispanic	2	SomeCollege	Public	Suburban	74.60975	76.599089	75.371107	4	0.88487	1.297854	0	1	0	1	0	3	1
17	12	Male	White	3	Bachelors+	Private	City	75.618796	80.022163	79.823865	3.724644	0.916612	0.934914	1	1	0	0	0	4	3
17	12	Female	White	1	HS	Public	Rural	76.805119	71.179869	80.072717	3.316067	0.888289	0.819718	1	1	0	1	0	3	1
14	9	Male	Asian	4	HS	Private	City	87.780996	91.481006	76.75592	3.107531	0.928564	1.404802	1	0	0	0	0	3	1
16	11	Male	White	4	Bachelors+	Public	City	74.79533	60.261363	76.597128	2.471523	0.862125	0.407899	1	1	0	0	1	4	2
14	9	Female	White	2	<HS	Public	City	72.923498	86.750825	82.549102	3.00542	0.913216	1.258843	0	0	0	0	0	3	3
15	10	Female	White	4	SomeCollege	Public	City	83.786148	77.954243	76.603726	3.174975	0.935373	0.970716	1	0	0	0	0	4	3
18	12	Female	Hispanic	2	SomeCollege	Public	Rural	65.150252	71.306576	72.225711	2.808312	0.867657	0.886071	1	1	0	1	0	4	2
14	9	Female	Hispanic	4	SomeCollege	Public	Suburban	69.388287	85.633097	78.564678	3.016819	0.939019	0.553634	1	1	1	1	1	3	3
15	10	Female	Asian	4	HS	Public	Suburban	81.590796	84.805602	85.979918	3.480383	0.901428	1.681257	1	1	0	0	0	3	1
16	11	Female	Black	3	HS	Public	Rural	74.112336	72.72863	74.870089	3.045961	0.895896	1.209381	1	0	0	1	0	4	1
18	12	Male	White	3	HS	Private	City	62.846491	63.961253	67.657978	2.648526	0.855092	0.444536	1	0	0	0	1	3	1
14	9	Male	White	1	HS	Public	Rural	66.070245	71.33179	75.15957	2.966494	0.901858	1.159799	1	0	0	0	0	4	4
18	12	Male	Hispanic	1	SomeCollege	Public	City	68.338461	69.892077	62.001607	2.524962	0.841761	0.69653	1	1	0	1	0	3	2
14	9	Male	White	2	SomeCollege	Public	City	72.975365	67.562158	74.709697	2.513369	0.88453	1.084212	1	0	0	1	0	4	1
14	9	Female	White	2	HS	Public	Suburban	90.748456	77.165533	74.823162	3.482347	0.913637	1.162776	1	1	0	0	0	1	4
14	9	Male	Hispanic	3	Bachelors+	Public	Suburban	60.272822	62.544398	62.471411	2.418345	0.815214	0.988169	1	0	0	0	0	3	1
15	10	Female	White	3	Bachelors+	Public	Suburban	69.06575	65.382839	72.981051	3.013002	0.880099	1.237669	0	1	0	1	0	4	2
16	11	Male	Hispanic	4	Bachelors+	Public	Suburban	72.121586	74.628629	80.441787	3.259366	0.921227	0.942123	1	0	0	1	1	2	1
17	12	Male	Hispanic	4	Bachelors+	Public	Rural	83.944232	70.609647	81.131166	2.571119	0.927459	1.366239	1	1	0	1	0	4	2
16	11	Male	White	1	Bachelors+	Public	Rural	71.495402	72.950887	73.33031	3.133836	0.906817	1.030937	1	0	0	1	1	2	3
15	10	Male	White	3	HS	Private	City	100	94.474154	91.808537	4	0.983686	2.189876	1	1	0	1	0	1	1
18	12	Female	White	4	SomeCollege	Public	Rural	68.377771	62.972303	71.891917	2.525196	0.853315	1.053826	1	1	0	0	1	3	4
18	12	Male	Hispanic	2	<HS	Private	Suburban	73.784173	75.164688	70.400776	3.041201	0.901328	0.519885	1	0	0	1	1	5	3
17	12	Female	Hispanic	4	Bachelors+	Public	Rural	71.739286	73.637618	77.243894	2.560233	0.889659	1.189858	1	0	0	1	1	5	2
14	9	Female	Hispanic	2	HS	Public	City	83.204349	88.721736	84.478257	3.16162	0.963462	1.301777	1	1	0	0	0	3	3
15	10	Female	Black	2	<HS	Public	Suburban	75.003181	73.297734	74.939284	3.048479	0.912744	1.459738	1	0	0	0	0	1	2
16	11	Male	White	1	HS	Public	Suburban	81.892458	75.977983	90.380802	3.087207	0.929149	0.914903	1	0	0	1	1	4	2
14	9	Male	White	4	SomeCollege	Private	City	73.269095	66.323404	72.072191	2.914104	0.8881	0.950331	1	0	0	0	0	5	2
16	11	Male	Hispanic	4	HS	Private	Suburban	62.170514	63.546263	58.569104	2.311251	0.836929	0.534851	1	1	0	1	0	5	1
14	9	Female	Two-or-more	4	Bachelors+	Public	Rural	82.681431	77.114697	74.986921	3.148147	0.907198	1.128028	1	0	0	1	1	3	1
14	9	Female	Hispanic	2	SomeCollege	Public	City	69.61312	75.5917	65.655644	2.534096	0.884258	1.153517	1	1	0	1	1	3	3
14	9	Male	White	1	<HS	Public	City	74.91372	74.205091	69.603643	3.385906	0.911029	1.147454	1	0	1	0	0	4	2
17	12	Female	White	4	SomeCollege	Public	Suburban	84.678558	77.188165	85.094478	3.284355	0.929083	0.990729	1	0	0	1	0	3	2
18	12	Male	Black	1	SomeCollege	Public	City	80.394605	72.66435	79.218636	2.891463	0.919004	0.880563	1	1	0	1	1	3	1
15	10	Female	Hispanic	3	<HS	Private	City	71.685112	77.044922	72.882785	3.124922	0.880375	0.98527	1	0	1	0	0	2	1
18	12	Male	Two-or-more	1	HS	Public	Suburban	82.025344	83.975248	83.395964	3.531537	0.931624	0.714697	0	1	0	1	1	2	1
17	12	Female	White	4	SomeCollege	Public	Suburban	61.592982	73.859765	72.835847	2.926919	0.867388	0.712631	1	0	0	1	1	3	4
15	10	Male	Black	4	Bachelors+	Public	City	64.626954	56.825973	58.13072	2.454187	0.837607	0.643467	1	0	0	0	0	5	4
15	10	Female	White	3	SomeCollege	Public	City	88.407774	89.191102	88.666664	3.089501	0.958482	1.304599	1	0	0	1	1	3	1
16	11	Male	White	2	HS	Public	Town	71.593284	74.822986	79.274995	2.512388	0.869689	1.170095	1	0	0	0	0	3	2
18	12	Female	Black	4	HS	Public	Rural	69.735427	74.073038	67.684966	2.588463	0.895269	1.349671	1	1	1	1	0	2	1
15	10	Female	Hispanic	4	SomeCollege	Private	Rural	68.662683	50.304001	54.46336	2.363741	0.831214	0.870108	1	1	0	0	0	3	2
16	11	Female	Black	3	HS	Private	Suburban	74.480738	89.80892	91.363041	2.881288	0.925466	1.160821	0	1	0	1	0	3	4
14	9	Female	Black	3	HS	Public	City	89.513384	84.420006	75.450972	3.591977	0.94033	0.592128	1	0	0	1	0	3	2
14	9	Female	White	1	<HS	Public	Suburban	75.33513	82.360489	84.746965	2.632991	0.902928	1.338712	1	1	1	0	0	3	2
17	12	Female	Hispanic	2	SomeCollege	Public	Suburban	91.465994	83.954197	86.612241	3.779321	0.993087	0.939916	0	0	0	1	0	3	2
17	12	Male	Hispanic	3	Bachelors+	Public	Rural	73.722773	76.88545	65.411269	3.151603	0.908019	0.881936	1	0	1	1	0	3	1
18	12	Female	Hispanic	2	<HS	Private	Town	69.240291	75.527052	72.281737	2.765339	0.887478	0.916358	1	1	1	0	1	3	3
14	9	Female	Asian	2	HS	Public	Rural	51.934386	50.454033	56.862546	1.915644	0.785365	0.801783	0	1	1	1	0	2	2
18	12	Female	White	3	HS	Public	Rural	84.397739	84.533467	70.244285	3.691573	0.891433	1.208321	1	1	0	0	0	4	3
15	10	Male	White	2	<HS	Public	Suburban	73.354981	71.566124	79.319778	2.602238	0.930204	1.217321	1	1	0	0	1	2	3
17	12	Male	White	3	SomeCollege	Private	Suburban	78.013431	78.059288	63.072228	3.360048	0.900323	1.281571	1	1	0	0	0	5	2
17	12	Male	White	4	SomeCollege	Public	City	78.347663	83.088156	85.679336	3.02149	0.913031	1.414031	1	1	0	1	0	3	3
18	12	Male	Other	2	HS	Public	City	71.677223	73.181671	68.400627	2.646703	0.850949	0.93856	1	1	0	0	1	4	4
15	10	Male	Two-or-more	3	SomeCollege	Public	City	87.435642	75.438357	78.779873	2.934435	0.901486	1.008687	1	1	0	1	0	4	1
16	11	Female	White	4	SomeCollege	Private	City	77.161725	82.55071	76.266647	3.133856	0.905217	0.994212	1	1	0	0	0	3	2

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