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
15	10	Male	White	1	SomeCollege	Public	Suburban	73.66947	78.354822	69.13519	2.945263	0.887863	0.785653	1	0	0	1	0	2	1
17	12	Male	Hispanic	4	<HS	Public	City	75.200337	86.125107	87.343113	3.093064	0.919063	1.266958	1	1	0	0	1	2	3
17	12	Male	Hispanic	1	HS	Public	Suburban	59.910862	56.176572	64.171636	3.073047	0.810852	0.21802	1	0	1	0	0	4	3
14	9	Male	Hispanic	2	SomeCollege	Public	Suburban	74.028796	74.572543	71.281926	3.208337	0.844226	1.25757	1	0	0	1	0	3	4
15	10	Female	Hispanic	4	SomeCollege	Public	Suburban	68.232072	56.297984	71.040985	2.732965	0.840503	0.749368	1	1	0	1	0	3	2
15	10	Male	Asian	3	SomeCollege	Public	City	79.165136	62.241523	71.359315	2.464934	0.888927	0.776417	1	0	0	0	0	3	2
17	12	Male	White	1	<HS	Public	Suburban	63.552559	65.319293	67.177316	2.708768	0.860148	1.21855	1	0	0	0	0	2	2
15	10	Male	White	1	HS	Public	Town	78.650211	63.039648	70.811732	2.82296	0.851119	1.186898	1	1	0	0	1	2	1
15	10	Male	Hispanic	4	SomeCollege	Public	Suburban	69.418858	61.853705	57.18361	2.151305	0.856693	0.801813	1	1	0	1	0	3	1
14	9	Male	White	1	HS	Public	Suburban	77.038526	77.825592	73.151033	3.184213	0.894814	0.885821	1	1	0	0	0	4	2
17	12	Female	Black	4	Bachelors+	Public	Rural	72.968198	87.309147	74.886762	3.676079	0.934546	0.827569	1	0	0	1	0	4	2
16	11	Male	Hispanic	1	<HS	Public	Suburban	92.177568	77.579869	75.33166	3.32279	0.948816	0.921004	0	0	0	0	0	2	3
14	9	Female	Hispanic	1	HS	Private	City	84.877203	86.061594	88.985599	3.479207	0.947616	1.103312	1	1	0	1	0	1	2
14	9	Male	Hispanic	1	HS	Public	Rural	75.454785	73.034142	80.106122	2.90807	0.911872	1.075457	1	0	0	1	0	4	3
16	11	Female	White	1	<HS	Public	City	61.762945	63.095758	60.270118	2.382824	0.80611	0.707256	1	1	0	0	0	4	2
15	10	Female	Hispanic	2	HS	Public	City	79.414448	81.007912	82.773995	3.521439	0.911965	0.941861	1	0	1	1	0	3	3
17	12	Male	Hispanic	2	SomeCollege	Public	Town	56.22874	62.582137	58.787249	2.346889	0.803863	0.830812	1	1	1	0	0	2	1
18	12	Female	White	1	<HS	Public	City	56.286605	59.403837	66.698936	1.981077	0.806037	0.79856	0	1	0	0	0	4	2
17	12	Female	Hispanic	3	SomeCollege	Public	City	83.248982	87.244696	78.135275	3.34594	0.927964	1.016664	1	1	0	1	0	2	2
14	9	Male	Hispanic	1	HS	Public	Suburban	73.208315	84.559006	86.934832	3.039676	0.903438	1.368281	1	1	0	0	1	3	1
17	12	Male	White	2	Bachelors+	Private	Rural	76.976994	80.257827	80.64501	2.710068	0.925042	0.883676	1	1	1	1	0	4	2
16	11	Male	Hispanic	4	HS	Public	City	67.362396	77.249986	77.750486	2.99822	0.863878	1.138712	1	0	1	0	1	2	1
15	10	Female	White	1	HS	Private	Rural	70.733051	70.809246	73.449424	2.824073	0.885669	0.520538	1	0	0	0	1	3	3
17	12	Female	Hispanic	1	HS	Public	City	74.587805	67.927156	77.786669	3.19469	0.877903	1.010329	1	0	1	1	0	1	2
17	12	Female	Hispanic	2	Bachelors+	Public	Suburban	97.32555	100	94.635211	4	0.989192	1.23048	1	0	1	1	1	2	1
15	10	Male	White	2	<HS	Public	Rural	75.786514	74.412915	72.340014	3.527538	0.874978	0.452686	1	0	0	0	0	4	2
15	10	Male	White	4	Bachelors+	Public	City	70.362641	80.171637	83.28567	3.401051	0.926295	0.721591	1	0	1	1	1	4	1
14	9	Female	Black	3	SomeCollege	Public	Rural	81.891359	80.063094	78.983629	3.872854	0.908458	1.131218	1	1	0	0	0	3	2
14	9	Female	White	3	SomeCollege	Public	Suburban	84.745262	82.671259	88.65834	3.419722	0.984449	1.350617	0	0	1	0	0	3	2
16	11	Female	White	2	HS	Public	Suburban	71.674131	66.311678	67.741382	3.25627	0.863902	0.923218	1	1	0	0	0	3	1
18	12	Male	White	4	Bachelors+	Public	Suburban	62.814695	81.435337	73.546847	2.959256	0.893643	1.246633	1	0	1	0	1	2	1
14	9	Female	White	2	<HS	Public	Suburban	80.715391	78.812974	76.504052	3.26852	0.89384	0.663029	1	1	0	0	0	4	1
18	12	Female	Other	4	SomeCollege	Private	Rural	71.695886	69.039855	65.285561	3.142608	0.870367	1.025366	1	0	0	1	1	3	1
17	12	Male	Hispanic	4	Bachelors+	Public	Suburban	73.810804	79.27666	80.556058	3.474609	0.885672	0.731934	1	0	0	1	1	4	2
15	10	Female	White	4	Bachelors+	Public	Rural	67.52913	69.709333	68.608071	2.786509	0.877805	0.357382	1	1	1	0	0	3	1
17	12	Male	White	2	HS	Public	Rural	62.95306	67.235981	66.689229	2.657745	0.823695	0.943246	1	0	0	0	1	3	1
18	12	Male	White	1	HS	Public	City	82.879059	84.251102	88.91084	3.527909	0.937694	0.786717	1	0	0	0	0	2	1
17	12	Male	White	1	Bachelors+	Public	Suburban	71.813178	68.479555	70.475817	2.857717	0.880786	0.715223	0	0	0	0	0	4	1
17	12	Female	Black	2	HS	Public	Rural	58.665858	56.322284	53.844785	2.432949	0.820316	0.367655	1	1	0	0	0	2	1
14	9	Female	Hispanic	3	HS	Public	Rural	83.655972	100	79.254764	3.84858	0.936952	1.398463	0	1	0	0	0	3	3
17	12	Female	White	1	<HS	Public	Town	54.181955	73.645327	69.701358	2.845872	0.830526	1.314387	1	1	0	0	0	2	1
17	12	Male	Hispanic	1	HS	Public	Rural	79.726043	86.038198	81.604473	3.004855	0.977343	1.541391	0	0	1	0	0	5	1
15	10	Female	Hispanic	2	SomeCollege	Public	City	66.894102	77.96957	60.274921	2.848751	0.844782	0.527178	1	0	1	0	0	3	2
15	10	Female	Hispanic	1	<HS	Public	Suburban	70.222237	70.658349	64.969368	2.622737	0.837717	0.530015	0	0	0	0	1	5	2
18	12	Male	Black	2	HS	Public	Suburban	85.791274	100	88.636997	3.72225	0.972852	1.784255	1	1	0	0	0	3	1
18	12	Male	Asian	1	<HS	Public	Suburban	84.255985	79.004065	79.73717	3.162614	0.90928	1.337602	0	1	0	0	0	3	3
15	10	Female	White	1	<HS	Public	City	77.904457	73.812122	74.861897	3.320247	0.888808	1.138511	0	0	0	1	0	5	1
16	11	Male	White	3	<HS	Private	Suburban	85.324564	82.666669	83.325875	3.92823	0.943539	1.015346	0	0	0	0	1	4	2
17	12	Female	Hispanic	4	Bachelors+	Public	Rural	65.05468	62.798434	79.892567	2.666666	0.84371	0.657865	1	1	1	1	0	4	1
18	12	Male	Two-or-more	4	Bachelors+	Public	City	70.521131	72.852183	71.419078	2.75238	0.915782	0.935068	1	1	0	1	0	3	2
14	9	Female	White	2	SomeCollege	Private	Suburban	73.719442	69.417499	71.742127	3.264949	0.882125	0.668346	1	1	1	1	0	4	2
17	12	Female	Hispanic	4	Bachelors+	Public	Rural	62.759792	73.130608	64.66394	2.783705	0.853559	1.089368	1	0	0	1	0	3	2
15	10	Female	Black	4	HS	Public	Suburban	83.596927	76.951579	76.112839	2.82444	0.898437	0.809504	1	0	0	0	0	4	2
14	9	Male	White	4	SomeCollege	Private	Suburban	94.332986	95.918401	84.641178	3.643673	0.995869	0.901446	1	0	0	1	0	3	3
15	10	Female	Black	4	SomeCollege	Public	Suburban	89.527204	80.882126	76.702288	3.4677	0.939517	0.670229	1	1	1	0	0	3	4
15	10	Male	Hispanic	2	SomeCollege	Public	Suburban	82.214938	86.259972	87.972272	3.764557	0.972024	1.339897	1	1	0	1	0	2	1
17	12	Female	White	1	<HS	Private	City	73.26108	64.597953	74.609791	3.059234	0.867851	0.767729	1	0	0	0	1	4	1
17	12	Male	White	1	SomeCollege	Public	City	71.558329	76.041237	82.547964	2.835603	0.940886	0.849126	0	1	1	1	0	3	2
15	10	Male	Asian	3	SomeCollege	Public	City	84.630731	84.787971	84.936231	2.899504	0.920165	1.116886	1	0	0	0	0	3	3
16	11	Female	Hispanic	1	Bachelors+	Public	City	73.807801	78.944985	81.629571	2.959895	0.907234	1.050752	0	1	0	1	0	3	1
17	12	Female	Black	2	HS	Public	Suburban	60.574428	78.874508	80.717048	3.16057	0.879982	1.185423	1	0	0	0	1	4	2
16	11	Female	White	1	HS	Public	City	59.456961	73.963964	67.979029	3.147795	0.853448	0.565859	0	1	0	0	0	4	1
18	12	Female	White	3	SomeCollege	Public	Suburban	71.348525	60.192695	73.295568	2.519788	0.854753	0.399769	1	1	0	1	1	4	2
18	12	Male	Black	4	SomeCollege	Public	City	82.686342	78.952553	77.674173	3.475073	0.915202	1.269515	1	1	0	1	0	1	2
18	12	Male	White	2	HS	Public	Suburban	73.894522	72.682375	82.63619	2.73724	0.903899	1.522052	1	1	0	1	0	2	2
18	12	Female	White	3	HS	Public	Suburban	73.525556	81.016492	78.345138	3.199622	0.926688	0.720711	1	0	0	0	0	2	3
15	10	Female	White	2	SomeCollege	Public	Suburban	68.45206	60.814655	71.013225	2.495767	0.813124	0.78196	1	1	0	1	0	2	3
14	9	Female	White	1	<HS	Public	Suburban	83.849864	89.737023	84.598338	3.559005	0.940886	1.129751	1	0	0	0	0	3	2
18	12	Male	White	3	SomeCollege	Public	Suburban	79.425245	73.867089	78.296844	3.273571	0.920247	0.438369	1	1	0	1	0	2	3
14	9	Female	White	4	Bachelors+	Public	Rural	87.778056	77.859055	90.072447	3.805055	0.970814	1.020427	1	1	0	1	0	4	2
14	9	Female	Black	1	<HS	Private	City	70.223992	69.047	71.630431	2.37865	0.887765	1.166926	0	0	0	0	1	2	1
18	12	Female	White	3	HS	Private	City	70.13014	69.278126	62.697015	2.538459	0.860305	0.873807	1	1	0	1	1	1	1
16	11	Male	White	4	HS	Public	Rural	75.273485	90.241734	87.421569	3.332393	0.940832	0.866246	1	1	0	0	0	4	1
16	11	Female	White	1	<HS	Private	Rural	74.97198	67.942574	74.858074	2.927586	0.85924	0.55074	1	1	0	0	0	2	4
18	12	Male	Hispanic	1	<HS	Public	City	59.565257	58.610498	55.132647	2.626325	0.779694	0.846206	0	1	0	1	0	4	2
15	10	Male	Hispanic	4	HS	Public	Rural	76.311808	76.788403	67.470677	2.7784	0.876595	0.651169	1	0	0	1	0	3	2
15	10	Male	Hispanic	2	HS	Public	City	56.133431	58.283779	68.875627	2.202635	0.798734	1.122153	1	0	0	0	0	3	1
17	12	Female	Black	1	<HS	Public	Suburban	75.398496	81.39112	82.108797	3.21272	0.932015	1.4374	1	0	0	0	1	3	3
14	9	Male	White	4	SomeCollege	Public	Rural	77.121302	79.613682	64.587412	3.619507	0.930459	0.408725	1	0	0	1	0	3	3
18	12	Female	White	1	<HS	Public	City	62.684528	64.181662	69.745928	2.73694	0.83165	0.586807	0	1	0	1	0	4	2
16	11	Male	Hispanic	4	Bachelors+	Public	Suburban	73.481438	68.045199	73.424758	3.205266	0.890372	0.76553	1	1	0	0	0	1	2
17	12	Male	Two-or-more	4	SomeCollege	Public	Suburban	92.455854	95.152013	85.336443	3.823901	1	1.318916	1	1	0	0	0	3	1
15	10	Male	White	1	<HS	Private	City	75.768599	76.155947	73.025938	3.162881	0.902321	0.73764	1	1	1	1	0	3	1
15	10	Male	Hispanic	4	<HS	Public	City	66.458029	56.673361	63.82402	2.195534	0.844346	0.379449	1	1	0	1	0	4	2
18	12	Male	Black	3	SomeCollege	Public	Suburban	83.805142	72.613079	68.083179	2.880675	0.903853	0.751989	1	1	1	0	0	4	1
16	11	Male	White	2	<HS	Public	Suburban	87.191591	92.021167	88.211552	3.876249	0.974804	0.919874	1	1	0	0	0	3	2
17	12	Female	White	3	SomeCollege	Public	City	74.403855	65.15166	66.590533	2.625964	0.843515	0.673154	1	1	0	1	0	3	2
16	11	Male	Black	2	SomeCollege	Public	City	74.137943	75.161984	62.595703	2.961777	0.882995	1.214609	1	0	0	1	0	3	2
16	11	Female	White	2	HS	Public	Rural	68.152329	66.177149	64.435276	2.671672	0.858969	0.590263	0	1	0	0	0	2	2
17	12	Female	White	1	HS	Public	Town	93.428267	84.576051	97.654114	3.984549	0.969964	1.113631	0	1	0	1	0	4	2
16	11	Male	Hispanic	4	Bachelors+	Private	City	89.536487	96.460919	98.746201	3.528657	0.966704	1.275285	1	1	0	1	0	3	3
14	9	Female	Hispanic	3	HS	Public	City	71.620456	54.390506	65.014214	2.44869	0.82086	0.218646	1	0	0	0	0	3	3
14	9	Male	White	4	Bachelors+	Private	Suburban	92.150412	91.81842	99.774191	3.909712	1	1.640154	1	0	0	0	0	3	2
18	12	Female	Hispanic	3	SomeCollege	Public	Town	100	92.555456	91.532106	3.974535	0.998727	1.057977	1	0	0	1	0	2	2
18	12	Male	Two-or-more	3	SomeCollege	Public	Rural	70.250373	74.828954	77.337833	2.986715	0.883807	0.843913	1	0	0	0	0	3	1
17	12	Female	Hispanic	1	<HS	Public	Suburban	72.673529	75.76502	61.787174	3.006514	0.885847	1.155025	0	1	0	1	1	2	3
18	12	Male	Hispanic	4	HS	Public	Suburban	70.674806	54.029049	56.24209	2.379126	0.856569	1.03495	1	1	0	1	1	3	3
18	12	Male	White	1	HS	Public	City	82.928121	73.853186	79.814024	2.917275	0.900945	1.436748	1	0	1	0	0	4	3
16	11	Female	White	2	<HS	Public	City	63.965094	67.685598	59.182424	2.532193	0.846107	0.937104	1	0	0	0	0	2	1
15	10	Female	Other	4	SomeCollege	Public	Rural	70.776361	68.977686	67.736638	2.467892	0.861657	0.566715	1	1	0	0	0	3	2

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