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
18	12	Male	White	3	Bachelors+	Private	Suburban	75.606212	76.20311	82.892925	3.042695	0.918302	0.937075	1	1	1	1	0	3	2
15	10	Male	Other	3	Bachelors+	Public	Suburban	80.67624	81.744884	83.079754	3.167446	0.936723	0.928775	1	1	0	1	1	4	1
17	12	Female	White	4	SomeCollege	Private	City	73.444545	66.33663	73.592419	2.542735	0.858912	1.175344	1	0	1	0	0	2	3
16	11	Male	Hispanic	1	HS	Public	Rural	85.579874	95.015193	94.100389	3.78519	0.95765	1.180565	1	0	0	0	1	2	2
17	12	Female	Hispanic	3	SomeCollege	Public	Town	68.412781	84.482087	80.049645	3.234043	0.93488	0.787544	0	1	0	1	1	2	1
16	11	Male	White	4	HS	Public	Suburban	83.792353	84.566426	78.492283	3.373945	0.925267	0.921204	1	1	0	1	1	2	2
15	10	Male	White	4	Bachelors+	Public	City	89.93352	83.619438	95.557774	3.85122	0.976555	1.665085	1	0	0	0	0	4	4
15	10	Female	Black	2	Bachelors+	Public	Suburban	73.012753	78.044602	69.653654	2.906126	0.868518	1.16528	1	0	1	1	0	4	3
15	10	Male	Black	4	SomeCollege	Public	Suburban	73.136577	86.328915	85.139351	4	0.943372	0.964549	1	1	0	1	0	3	1
15	10	Male	White	3	Bachelors+	Public	Suburban	64.353109	56.88912	68.257114	3.17811	0.844914	0.735352	1	0	0	1	0	4	3
14	9	Male	Hispanic	4	Bachelors+	Public	City	96.978247	82.589224	71.513755	3.15951	0.931218	0.597581	1	0	0	0	1	2	2
14	9	Male	White	1	<HS	Public	City	78.156399	79.713874	73.033639	2.83711	0.938106	1.055203	1	0	0	0	0	3	2
15	10	Female	Black	3	SomeCollege	Private	Rural	66.349037	68.091369	78.19854	2.758968	0.877182	1.392948	1	1	0	1	0	1	2
15	10	Female	Hispanic	2	<HS	Public	Suburban	70.688478	81.107259	74.164979	2.753428	0.929378	1.192777	1	1	0	1	0	3	2
18	12	Male	White	1	<HS	Private	Rural	95.944788	100	95.20761	4	1	1.311567	1	1	0	0	1	3	4
15	10	Male	Hispanic	2	HS	Public	City	72.116612	77.411253	78.145869	3.077278	0.912986	0.943526	1	1	0	1	0	4	4
18	12	Female	Black	3	Bachelors+	Public	City	75.826521	74.840303	73.659998	2.891042	0.918731	1.198417	1	1	0	1	0	3	3
16	11	Male	White	4	SomeCollege	Public	City	93.628831	84.210511	87.358253	4	0.942259	1.211257	1	1	0	0	0	5	1
15	10	Male	Two-or-more	4	Bachelors+	Public	Suburban	63.436159	75.004008	68.939421	2.812399	0.879347	0.862618	1	1	0	1	0	2	3
15	10	Female	Hispanic	3	HS	Public	Rural	67.850816	82.337013	88.232367	3.343245	0.903611	1.630132	1	1	0	0	0	2	2
15	10	Female	Asian	2	Bachelors+	Public	Rural	96.062306	87.029927	96.12005	3.817159	0.994439	0.774501	1	0	0	0	0	3	2
16	11	Female	White	3	<HS	Public	Suburban	64.598049	59.933241	80.276718	3.043688	0.882573	0.759074	1	0	0	0	1	3	1
14	9	Female	Hispanic	3	<HS	Public	City	87.939325	80.93532	65.337508	3.290382	0.930029	0.45246	1	0	0	0	0	3	1
18	12	Male	Hispanic	3	SomeCollege	Public	Suburban	86.297254	81.392885	96.192646	3.750253	0.974239	1.437172	1	0	0	1	1	4	2
15	10	Male	Hispanic	3	Bachelors+	Private	City	66.017639	70.606334	76.046501	3.075856	0.883477	1.157939	1	1	0	0	0	4	2
18	12	Female	Black	1	HS	Public	City	81.911574	71.323383	77.132637	2.593351	0.90882	0.801969	1	1	1	1	0	4	1
15	10	Female	White	1	HS	Public	Suburban	78.601282	91.430706	82.537432	3.213075	0.960087	0.816875	0	0	0	0	0	4	1
16	11	Male	Hispanic	1	<HS	Public	Rural	76.157058	86.736527	83.982427	3.363617	0.940949	1.279422	0	0	0	0	1	2	1
15	10	Male	White	1	<HS	Public	Suburban	71.255034	80.236891	73.18292	3.062821	0.960581	1.118025	1	0	0	0	1	2	2
17	12	Female	White	2	SomeCollege	Private	City	81.62715	85.906629	87.449825	3.098083	0.952582	1.090285	0	1	0	0	1	1	2
15	10	Female	Two-or-more	4	HS	Private	Suburban	57.680227	57.283323	50.233559	2.804791	0.787749	0.232706	1	0	0	0	0	4	1
15	10	Female	Other	3	HS	Private	City	71.317478	65.510838	72.520645	2.493204	0.875152	0.889069	1	0	0	0	0	3	2
15	10	Male	White	4	SomeCollege	Public	Town	58.546683	58.414067	63.734404	2.065295	0.858098	0.236519	1	0	0	1	0	4	2
14	9	Male	Hispanic	2	HS	Public	Suburban	70.516991	72.130669	76.749539	2.97372	0.869583	1.042018	1	1	0	0	0	1	2
14	9	Male	White	1	HS	Public	Town	73.06495	69.702178	72.223898	2.717073	0.88191	1.12383	0	0	0	0	0	2	1
18	12	Female	White	4	Bachelors+	Private	Suburban	63.235184	56.334989	68.60999	2.611318	0.846739	0.507828	1	0	0	1	1	3	3
16	11	Male	Black	1	SomeCollege	Private	City	74.541756	79.641156	78.916287	3.057876	0.91942	0.931805	0	0	0	1	0	3	3
17	12	Male	Asian	3	HS	Public	Rural	61.188035	79.199865	57.911819	2.446971	0.841816	1.049304	1	1	0	0	1	4	4
18	12	Female	White	1	HS	Public	City	81.176246	64.339833	69.019363	2.907081	0.864233	0.874327	1	1	0	1	1	4	3
18	12	Female	White	4	Bachelors+	Public	Town	84.195964	79.604035	83.48971	3.027314	0.938341	1.016728	1	1	0	0	0	4	1
16	11	Male	Hispanic	2	<HS	Private	Rural	57.782152	58.710271	62.208847	2.612549	0.842193	0.679316	1	0	0	0	0	3	1
15	10	Male	White	4	SomeCollege	Private	City	75.568903	79.810224	85.401424	3.403092	0.945463	1.415802	1	1	1	1	0	1	1
16	11	Male	White	3	Bachelors+	Public	Suburban	95.242075	77.704681	78.851075	3.23127	0.973953	1.232577	0	1	0	0	0	3	4
15	10	Female	White	4	HS	Public	Suburban	65.995244	77.156907	78.102859	2.948655	0.941327	0.645875	1	1	0	0	0	4	1
17	12	Male	Two-or-more	1	<HS	Public	Suburban	75.731397	76.555078	75.073066	3.192835	0.908548	0.97383	1	1	0	1	0	1	1
14	9	Male	Hispanic	3	<HS	Public	Rural	82.579032	84.291828	80.887923	3.204188	0.916954	0.703747	1	0	0	0	0	3	4
18	12	Male	White	3	HS	Public	City	84.15547	83.413045	75.063543	3.463848	0.892765	1.486371	1	1	0	0	0	4	1
16	11	Male	Hispanic	1	HS	Public	City	74.207264	65.876196	62.597986	2.87853	0.879949	1.023505	0	1	0	1	0	2	2
16	11	Female	Hispanic	1	HS	Public	Suburban	64.372521	68.242599	53.23572	2.26107	0.839483	0.50072	1	0	0	0	0	3	4
17	12	Female	White	3	SomeCollege	Public	City	83.701718	86.47346	85.888826	3.39252	0.963834	1.083949	1	0	0	0	1	2	1
17	12	Male	Hispanic	2	HS	Public	Suburban	81.108312	72.8325	65.016123	3.331672	0.910502	0.995874	1	0	1	1	0	4	2
18	12	Female	White	1	SomeCollege	Public	Town	90.415762	96.601722	93.559033	3.358035	1	1.312666	1	1	0	1	1	3	2
16	11	Male	White	1	HS	Private	City	82.789603	85.189618	87.689307	3.114894	0.941411	1.126586	1	1	0	0	0	3	3
16	11	Male	Two-or-more	1	HS	Private	City	86.325256	85.166195	84.819207	3.203673	0.945821	1.109955	1	0	0	0	1	3	2
15	10	Female	Other	2	Bachelors+	Public	City	62.660921	64.071031	62.056558	2.945569	0.828038	1.340578	1	1	1	1	0	4	2
16	11	Female	Hispanic	2	HS	Public	Suburban	76.93939	77.190673	74.837604	3.095544	0.899382	1.041432	1	1	0	0	0	2	2
18	12	Female	White	3	HS	Public	City	97.181735	100	95.205684	4	1	1.366497	1	0	0	1	0	3	1
17	12	Male	Two-or-more	3	SomeCollege	Public	Suburban	80.418288	86.403972	71.161665	3.34578	0.921739	1.15917	1	0	0	1	1	1	2
18	12	Male	White	1	SomeCollege	Public	Suburban	64.020982	69.043979	67.803724	3.057256	0.851023	0.820169	1	1	0	1	0	4	1
16	11	Male	White	1	HS	Public	Rural	58.482498	45.099405	59.0551	2.01555	0.785122	0.853704	1	1	0	0	0	2	1
15	10	Male	Two-or-more	3	Bachelors+	Public	Suburban	76.430603	64.785996	71.755138	3.507276	0.879435	1.106484	0	0	0	1	0	3	2
16	11	Female	Two-or-more	2	Bachelors+	Public	City	84.901022	88.208453	88.03285	3.527557	0.962822	1.303792	1	0	0	1	0	3	2
14	9	Female	Black	2	HS	Public	Suburban	65.885972	62.320403	54.361743	2.615634	0.800094	0.896819	1	0	0	1	0	2	3
16	11	Female	White	2	<HS	Private	Suburban	64.188542	73.915752	64.298771	2.867454	0.872454	0.61579	1	1	0	1	0	3	1
16	11	Female	Asian	3	SomeCollege	Private	Rural	71.501606	67.736439	72.332695	2.826303	0.862838	1.570745	1	1	0	0	0	2	2
17	12	Male	Two-or-more	2	HS	Private	Suburban	87.230709	84.529647	86.050555	3.801039	0.96901	1.079746	0	1	0	0	0	2	2
15	10	Female	Asian	1	<HS	Public	Rural	86.729411	82.366641	85.313095	3.158275	0.942394	1.530888	1	1	0	0	0	5	3
17	12	Female	Hispanic	2	SomeCollege	Public	Suburban	74.180825	74.430206	75.435635	2.771622	0.952164	1.62576	1	1	0	1	0	5	1
15	10	Female	White	2	HS	Public	Suburban	83.515138	84.97274	89.188129	4	0.944546	1.67476	0	1	0	1	0	4	2
17	12	Male	White	3	HS	Public	Town	90.294715	80.222328	89.270474	3.314365	0.931751	1.411616	1	1	1	1	0	2	2
18	12	Female	Hispanic	1	<HS	Public	Suburban	90.920487	94.157528	86.847118	3.603402	0.973654	0.8769	1	1	0	0	1	3	1
15	10	Male	Hispanic	2	HS	Public	City	65.673537	75.121592	75.721702	2.746462	0.894958	0.912749	0	0	0	0	0	3	3
16	11	Male	Hispanic	1	<HS	Public	Suburban	74.612509	77.359123	76.776865	2.660494	0.917986	1.142297	0	1	0	0	0	2	1
15	10	Male	Black	4	Bachelors+	Public	City	72.054374	77.470893	75.089536	3.071212	0.918737	1.187604	1	1	0	0	1	4	2
18	12	Female	Hispanic	2	Bachelors+	Public	Suburban	84.063289	73.0574	80.75065	3.29375	0.949304	1.099689	1	0	0	1	1	3	3
17	12	Male	White	2	SomeCollege	Public	Suburban	73.595357	73.84759	77.596526	3.066662	0.872098	0.955783	0	1	0	1	0	3	4
15	10	Female	Hispanic	3	SomeCollege	Public	City	54.736057	48.990058	46.737634	2.165925	0.817857	0.340097	1	1	0	0	0	2	1
14	9	Female	Black	3	SomeCollege	Public	Suburban	86.191172	80.931393	85.789007	3.008298	0.941469	1.164594	1	0	0	1	0	3	1
15	10	Female	White	3	HS	Public	Suburban	67.119868	69.51138	60.016728	2.761051	0.870171	0.579505	1	0	0	1	0	2	3
16	11	Female	Hispanic	3	Bachelors+	Public	Suburban	75.934589	72.228586	59.064252	2.32963	0.873765	1.561807	1	0	0	1	0	3	1
18	12	Male	Hispanic	2	SomeCollege	Private	Suburban	84.950405	94.367607	93.723184	3.86204	0.947128	1.505942	1	0	1	1	0	4	2
17	12	Female	Black	4	Bachelors+	Public	Suburban	59.849964	58.579968	58.772169	1.989494	0.855713	0.257155	1	0	0	1	0	2	1
14	9	Female	White	1	HS	Public	Suburban	78.903983	75.865022	79.775943	2.76944	0.922942	1.323248	1	0	0	0	0	3	2
15	10	Female	Two-or-more	3	Bachelors+	Public	City	74.249507	77.777116	70.51931	2.560759	0.895883	1.372925	0	1	0	0	0	2	2
17	12	Female	Hispanic	1	<HS	Public	City	69.285269	74.819179	69.021692	2.867987	0.857578	1.208062	1	0	0	0	1	2	3
16	11	Female	White	2	SomeCollege	Public	Suburban	65.822946	68.657758	59.945171	2.478706	0.889417	0.655308	1	0	0	1	1	4	1
16	11	Male	Black	4	HS	Private	Suburban	75.393452	77.87292	80.105619	2.617496	0.916444	1.523393	1	0	0	1	0	3	2
16	11	Male	Two-or-more	3	SomeCollege	Public	City	79.344009	73.765203	67.380196	2.897034	0.893252	0.927627	1	1	0	0	0	5	3
14	9	Male	Black	4	HS	Public	Suburban	76.668869	79.817806	74.787717	2.77235	0.89355	1.086168	1	1	0	0	0	1	1
14	9	Male	Hispanic	2	HS	Public	City	78.643803	82.333489	70.040848	2.782061	0.887196	1.171119	1	0	0	1	0	4	3
16	11	Female	Two-or-more	3	HS	Public	City	83.501494	91.112426	73.536673	3.906642	0.934334	1.215737	1	1	0	1	1	3	4
15	10	Female	White	3	HS	Public	Rural	72.298513	78.680576	78.026415	2.917691	0.891881	0.9199	1	1	1	1	0	4	1
17	12	Female	White	2	SomeCollege	Private	Town	73.97714	72.634534	70.408289	2.642165	0.87061	1.097062	0	1	1	1	0	2	2
14	9	Female	White	2	HS	Public	Rural	63.498359	71.188969	75.139407	2.91644	0.905158	0.567789	1	1	0	0	0	3	1
18	12	Female	Asian	4	SomeCollege	Public	Suburban	83.183062	90.801328	84.468503	3.86711	0.945932	1.28776	1	1	0	0	1	4	1
18	12	Female	Two-or-more	1	HS	Public	Suburban	69.589076	70.817949	73.798309	2.734249	0.909153	0.850196	1	0	1	1	1	5	3
17	12	Male	White	3	SomeCollege	Public	Rural	85.549454	81.723445	86.541637	3.126952	0.961427	1.178402	1	1	0	0	0	2	2
18	12	Female	White	2	Bachelors+	Public	City	73.033877	64.839841	78.996562	2.840551	0.85548	0.946328	1	1	0	1	1	2	1
17	12	Male	White	2	HS	Public	City	71.035997	88.444056	85.442548	3.069321	0.942805	1.273389	1	1	0	0	0	4	2
18	12	Female	Hispanic	3	Bachelors+	Public	Town	60.854496	64.838874	61.470466	2.83822	0.810244	0.685264	1	0	0	1	0	3	2

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