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	Female	White	3	SomeCollege	Private	Rural	73.464254	61.092615	66.597167	2.63978	0.857747	1.033587	1	0	0	1	0	4	1
14	9	Female	Hispanic	4	SomeCollege	Public	Suburban	91.974824	73.21962	82.606052	3.449859	0.9047	1.087577	1	1	0	0	0	2	2
14	9	Female	White	1	<HS	Public	Town	75.017946	67.658243	73.933289	2.902085	0.849865	1.221796	1	1	0	0	0	3	2
16	11	Male	White	2	HS	Private	City	67.272464	68.749578	69.2022	2.948823	0.871092	0.800151	1	0	0	0	0	3	3
16	11	Male	Black	4	Bachelors+	Public	Suburban	83.1923	76.720916	78.638361	3.161669	0.91438	1.17976	1	0	0	1	1	1	2
15	10	Male	White	2	<HS	Public	City	87.658462	77.923636	93.305179	3.620455	0.957632	1.681522	1	0	0	0	0	2	1
16	11	Male	Hispanic	4	Bachelors+	Public	City	82.800482	73.154702	71.412552	2.668551	0.913553	0.861826	1	1	0	0	1	3	3
14	9	Male	Hispanic	3	SomeCollege	Public	City	76.841287	82.55775	72.20806	3.421141	0.889923	0.834479	1	1	0	1	0	4	3
16	11	Female	White	2	HS	Public	Town	72.157536	72.158915	87.797332	2.689914	0.913557	0.668855	0	0	0	0	1	3	2
16	11	Female	Hispanic	3	<HS	Public	Rural	68.621502	72.509645	59.800735	3.533786	0.874669	0.986474	1	1	0	0	0	5	3
18	12	Male	White	3	HS	Public	City	81.749825	84.718271	76.271256	3.372742	0.904259	1.572168	1	0	0	0	0	2	2
15	10	Male	White	2	HS	Public	Rural	71.694682	57.266834	62.070774	2.538558	0.84019	0.57265	1	1	0	0	0	2	1
18	12	Female	Black	2	SomeCollege	Public	Suburban	78.538616	73.305809	76.901157	3.298725	0.941873	1.238132	1	1	0	1	0	4	1
15	10	Female	Hispanic	3	<HS	Public	Town	82.68067	78.399696	79.337812	3.10952	0.902042	0.862905	1	0	0	0	0	4	1
18	12	Male	Two-or-more	3	HS	Public	City	58.591999	53.06334	63.708351	2.850715	0.806505	1.117877	1	1	0	0	0	3	3
18	12	Female	Hispanic	4	HS	Private	Suburban	77.594329	88.2002	83.106816	3.442597	0.933796	1.473548	1	0	0	1	0	1	2
18	12	Female	Hispanic	4	Bachelors+	Public	City	59.769004	71.5187	58.960723	2.25822	0.866493	0.855428	1	1	0	1	0	4	2
15	10	Female	Hispanic	1	HS	Public	City	87.758706	87.654801	83.824093	2.964165	0.963967	1.78159	1	0	0	0	0	2	4
15	10	Female	Hispanic	2	Bachelors+	Public	Rural	66.283372	79.423766	74.818597	3.061887	0.890755	1.158113	0	0	0	1	0	4	3
14	9	Male	White	1	<HS	Public	Suburban	68.174656	69.357426	71.931278	2.875726	0.851864	1.02156	1	0	0	0	0	3	1
14	9	Male	White	3	HS	Public	City	87.773345	88.734526	84.624262	3.514832	0.987941	0.671422	1	1	1	0	0	4	1
17	12	Male	White	3	Bachelors+	Public	City	68.903895	60.696355	70.640313	2.908924	0.888496	1.034297	1	0	0	1	0	3	2
17	12	Female	White	1	<HS	Public	City	64.904456	80.025968	73.102553	2.977086	0.868784	1.091234	1	0	0	1	1	4	1
17	12	Male	Hispanic	4	<HS	Public	Suburban	76.362271	71.868562	68.400734	2.508892	0.889524	0.916691	1	1	0	0	0	5	2
18	12	Female	Hispanic	3	SomeCollege	Private	City	88.353467	83.555107	77.803219	3.52338	0.924261	1.342125	1	0	0	0	0	3	1
18	12	Female	White	3	SomeCollege	Public	City	64.569723	61.512126	59.371658	2.641093	0.828322	1.002568	1	1	0	1	1	1	1
14	9	Male	Asian	2	SomeCollege	Private	Suburban	72.708022	80.171334	76.461005	2.577098	0.910125	1.210487	1	1	0	0	0	4	1
16	11	Female	Hispanic	3	SomeCollege	Public	Rural	90.262198	90.709258	88.657942	3.869933	0.975302	0.905644	1	1	0	1	1	3	2
16	11	Male	Black	1	<HS	Public	Rural	85.155121	79.190555	85.041713	3.671603	0.930712	1.496342	0	1	0	0	0	4	1
14	9	Male	White	3	SomeCollege	Public	City	78.08356	71.413153	78.475871	2.737116	0.907186	1.042736	1	0	0	1	0	2	2
15	10	Female	White	2	HS	Public	City	61.128744	72.730588	75.46456	2.946739	0.86539	0.595048	1	0	0	0	0	5	4
15	10	Male	White	3	SomeCollege	Public	Suburban	72.509824	81.033553	74.27531	3.520106	0.887724	1.129299	1	0	1	1	0	3	2
17	12	Female	Hispanic	3	HS	Public	Suburban	71.763397	67.977414	84.87601	3.295273	0.916982	0.554195	1	1	0	1	0	3	2
16	11	Male	Hispanic	1	HS	Public	Suburban	70.605723	68.701203	70.071095	2.803764	0.895855	0.83482	1	0	1	0	0	4	1
18	12	Male	Hispanic	1	SomeCollege	Public	Suburban	92.050436	95.566388	95.851533	3.46457	1	1.542995	0	0	0	0	0	3	3
16	11	Male	Hispanic	4	HS	Public	Rural	75.514426	68.608874	65.733845	2.714559	0.899433	1.081626	1	0	0	0	0	4	1
15	10	Female	Black	3	SomeCollege	Public	Rural	86.180863	83.376687	75.085186	3.430597	0.940005	1.106718	1	1	0	1	1	3	2
15	10	Female	White	1	HS	Public	Suburban	77.573265	87.476827	85.659373	3.758741	0.925809	0.963503	1	0	0	0	0	3	1
16	11	Female	White	2	SomeCollege	Public	Rural	87.845061	75.356753	74.117377	3.047252	0.923529	1.04314	1	0	1	1	0	4	1
16	11	Female	White	4	SomeCollege	Private	City	100	94.72993	97.678779	4	1	1.454262	1	1	0	1	0	5	2
18	12	Male	Black	1	<HS	Public	Town	76.855518	74.436912	68.586799	2.755394	0.874246	0.784345	1	0	1	0	0	1	1
16	11	Male	White	1	<HS	Public	Suburban	63.58725	61.35152	73.240736	2.61463	0.861005	0.926698	1	0	0	0	0	3	3
17	12	Male	Black	2	<HS	Public	Town	75.89851	80.591714	74.614067	3.396264	0.934455	1.254069	1	0	0	0	0	3	2
16	11	Female	Hispanic	4	HS	Public	Rural	76.952555	75.678144	74.802193	2.338158	0.906396	1.009067	1	1	0	1	0	4	1
14	9	Male	Black	3	Bachelors+	Public	City	51.983825	67.72328	53.544757	1.875733	0.851418	0.808319	1	0	0	1	0	4	3
17	12	Male	White	4	SomeCollege	Public	City	96.999162	85.047138	81.562643	4	0.95237	1.321632	1	1	0	0	0	1	1
16	11	Male	White	1	HS	Private	Suburban	66.934413	80.26883	77.535198	3.105513	0.881376	0.327058	1	1	0	0	0	4	1
15	10	Male	White	4	Bachelors+	Public	Rural	88.948054	96.665161	85.930427	3.924967	1	1.507208	1	0	0	1	0	4	2
17	12	Male	Two-or-more	2	<HS	Public	Town	95.288507	80.903325	72.555926	2.909112	0.938453	1.366627	1	1	0	0	0	2	4
16	11	Female	Hispanic	1	SomeCollege	Public	Suburban	83.814184	89.815481	76.314008	3.022454	0.912888	1.336544	1	1	0	0	0	1	4
14	9	Female	White	3	SomeCollege	Public	Suburban	77.729822	68.7627	78.000962	2.90522	0.892066	0.76522	1	1	0	0	1	3	3
14	9	Female	White	4	HS	Public	City	64.011543	67.291376	58.782175	3.136609	0.845119	0.48381	1	1	0	0	0	3	3
16	11	Male	White	1	HS	Public	City	49.654588	57.738302	40.870653	1.993943	0.774248	0.500104	1	0	1	1	0	3	2
18	12	Female	Hispanic	2	Bachelors+	Public	Suburban	76.663377	80.942363	79.717856	3.680696	0.900851	0.978921	1	0	0	0	1	3	1
16	11	Female	Black	2	SomeCollege	Private	City	80.591893	89.609086	78.062025	3.623515	0.913512	1.266152	1	0	0	0	0	4	2
15	10	Female	White	4	HS	Public	Suburban	57.679442	56.166022	60.363811	2.453496	0.796333	0.264117	1	0	0	0	0	4	1
16	11	Male	Asian	2	SomeCollege	Public	Suburban	65.453875	71.611866	64.194933	2.985354	0.851851	0.731669	0	1	0	1	0	3	3
16	11	Male	White	3	HS	Public	Rural	67.433527	67.737335	69.64761	2.541147	0.857077	1.005463	1	0	0	0	1	4	3
16	11	Female	White	4	Bachelors+	Public	City	72.969966	75.725934	69.080398	2.333435	0.833132	0.89766	1	1	0	1	0	3	2
16	11	Female	White	1	HS	Private	Suburban	67.970203	74.649149	79.01247	3.198039	0.906583	0.927778	1	1	0	0	0	5	2
14	9	Male	Hispanic	3	SomeCollege	Public	Rural	83.852614	73.395897	71.091584	2.830719	0.901957	0.946144	1	0	1	0	0	5	2
17	12	Male	White	4	SomeCollege	Public	City	75.604841	80.10695	78.378357	3.100969	0.914281	1.115013	1	1	0	0	0	3	1
18	12	Male	Black	3	HS	Private	City	62.451686	66.113287	58.733969	1.884404	0.833592	0	1	0	0	1	0	3	3
17	12	Male	White	1	<HS	Public	City	66.802217	75.575511	55.950992	2.564305	0.886916	0.767212	0	0	0	0	0	2	1
14	9	Male	Hispanic	2	Bachelors+	Public	City	83.962583	78.316224	69.50452	2.369069	0.946642	0.892234	1	1	0	1	0	3	3
16	11	Female	Black	4	Bachelors+	Public	Suburban	81.422609	76.075069	81.148115	2.83554	0.933245	1.451746	1	1	0	0	1	3	2
15	10	Female	White	1	HS	Public	Rural	77.534602	77.823141	67.558487	2.705481	0.865008	1.115682	1	0	1	1	0	3	2
16	11	Male	White	2	<HS	Public	Town	62.670575	61.365396	68.383834	2.381814	0.840255	0.35323	1	0	0	0	0	2	1
18	12	Female	White	4	SomeCollege	Public	Rural	80.253854	80.358996	81.52357	3.999692	0.957993	0.955581	1	0	1	0	1	4	3
14	9	Female	White	3	Bachelors+	Private	Suburban	62.165483	72.142294	61.027389	2.244116	0.876174	1.209719	1	0	0	0	0	3	3
17	12	Male	Hispanic	4	<HS	Public	Suburban	76.918816	87.550234	74.228341	3.400724	0.928486	1.042692	1	0	0	1	1	3	1
15	10	Male	White	1	Bachelors+	Private	Suburban	57.635149	62.053983	53.862376	2.372177	0.808398	0.626663	0	0	0	0	1	3	1
14	9	Female	White	1	SomeCollege	Public	Suburban	74.908171	72.405101	71.759108	2.827224	0.884985	1.308326	1	1	0	1	0	3	2
18	12	Male	White	3	SomeCollege	Public	Town	80.912162	70.095875	70.299241	3.039173	0.8903	1.086283	1	0	0	0	1	1	1
14	9	Female	Hispanic	2	HS	Private	Suburban	63.447436	71.880831	56.755662	2.575936	0.849437	0.707649	1	1	0	0	0	4	3
14	9	Male	White	2	HS	Public	City	84.486165	79.683082	83.750496	2.938903	0.911902	0.993635	1	1	0	0	0	3	2
16	11	Male	Hispanic	1	HS	Public	Suburban	70.411048	78.722861	72.965528	3.128709	0.923189	0.97863	1	1	0	1	0	2	1
17	12	Male	Hispanic	1	HS	Public	City	80.790732	86.425532	89.536595	4	0.955775	0.417281	1	0	0	0	1	5	2
17	12	Male	Two-or-more	1	<HS	Public	City	74.520892	70.243933	74.67529	3.354048	0.866326	1.08695	1	1	0	0	0	2	3
15	10	Female	Hispanic	1	<HS	Public	City	62.352055	65.43851	59.402052	2.695956	0.820351	0.498581	1	1	1	0	0	3	2
14	9	Male	Hispanic	1	HS	Public	Town	71.030695	71.965579	74.281802	2.506878	0.883318	1.453035	1	0	0	1	0	3	1
16	11	Male	White	3	SomeCollege	Public	Suburban	51.688391	80.515594	62.8902	2.258187	0.851922	0.626025	1	1	0	1	1	3	2
17	12	Female	Black	2	HS	Public	Rural	62.551782	63.840561	70.558847	2.589955	0.839701	0.754925	1	0	0	0	0	3	3
18	12	Female	Hispanic	1	Bachelors+	Public	Town	64.111323	65.998696	67.219025	2.756138	0.826207	0.581793	1	1	1	1	0	5	4
18	12	Male	Black	4	SomeCollege	Public	Suburban	80.948127	82.7363	86.806977	3.432032	0.963937	1.074614	1	0	0	0	0	4	2
15	10	Female	Hispanic	4	HS	Private	Suburban	66.620703	71.843394	52.132164	3.428158	0.849709	0.810976	1	0	0	0	0	3	1
14	9	Female	Hispanic	2	HS	Private	City	61.952608	66.1394	71.941433	2.354201	0.845677	0.827589	0	1	0	0	0	2	2
15	10	Male	Hispanic	2	SomeCollege	Public	Rural	72.485666	60.834055	65.516621	2.519128	0.85092	0.478322	1	0	0	0	0	3	3
14	9	Male	White	4	HS	Public	Suburban	74.222886	80.607072	80.371681	3.361543	0.926166	0.956481	1	1	0	1	0	5	3
15	10	Female	White	2	HS	Public	Rural	63.708592	52.351312	69.433553	2.9463	0.815096	0.816079	1	0	0	1	0	2	2
17	12	Male	Hispanic	4	Bachelors+	Public	City	76.030891	77.668835	82.844309	3.003711	0.926425	0.312067	1	1	1	1	0	3	3
18	12	Female	White	3	Bachelors+	Public	Suburban	70.854194	73.942331	57.240409	2.965015	0.870672	0.933	0	1	1	1	1	4	3
16	11	Female	Black	4	HS	Public	City	69.737222	62.60244	63.251279	2.430124	0.833295	0.974667	1	0	0	1	0	2	2
16	11	Female	Black	3	SomeCollege	Public	Suburban	78.876545	84.491522	77.956108	3.137781	0.941466	1.041765	1	0	0	0	0	4	2
16	11	Female	Hispanic	1	HS	Public	Suburban	80.64281	72.499806	71.098481	3.224192	0.890728	0.979147	1	0	0	1	0	2	2
18	12	Female	White	2	<HS	Public	Town	84.69227	69.982885	76.535006	2.577245	0.918251	1.178981	0	0	0	0	0	3	1
14	9	Female	White	2	<HS	Public	Suburban	79.084922	71.876581	68.009378	2.836904	0.914856	0.746714	1	0	0	0	0	2	2
18	12	Male	Hispanic	1	HS	Public	Suburban	64.074966	61.172278	63.397369	2.185655	0.877639	1.16233	1	1	0	1	0	1	2
16	11	Female	White	3	<HS	Public	Suburban	80.100473	87.99532	87.731066	3.341395	0.995434	0.858976	1	0	0	0	0	5	2
15	10	Male	White	3	<HS	Public	City	71.343027	75.604343	79.566325	2.354277	0.939755	1.06846	0	0	0	0	0	5	3

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