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	Male	White	1	<HS	Public	Rural	69.221937	68.057807	63.67831	2.007927	0.856714	1.083571	1	1	0	0	0	4	3
15	10	Male	Asian	4	HS	Public	Suburban	90.831595	81.64909	73.59707	3.389393	0.948731	0.829558	1	0	0	0	0	1	2
14	9	Female	White	1	<HS	Public	City	69.122902	61.086416	67.309695	2.357704	0.879147	0.997746	0	1	0	0	0	3	2
16	11	Male	White	2	HS	Public	Rural	73.738205	80.19	74.776197	2.992889	0.874956	0.822707	1	1	0	0	1	2	2
17	12	Female	Two-or-more	3	SomeCollege	Private	Rural	84.754201	82.383512	77.755496	2.607458	0.901061	1.334844	1	1	0	0	0	1	3
15	10	Female	Hispanic	3	SomeCollege	Private	Suburban	81.387662	78.667513	82.965704	3.437165	0.945317	1.281788	0	1	0	0	1	3	3
15	10	Male	White	1	<HS	Public	Suburban	76.953931	73.650377	68.035586	2.952163	0.890997	1.111685	0	0	0	0	0	5	2
14	9	Female	White	3	Bachelors+	Public	Suburban	82.951983	72.725462	80.944437	3.745874	0.913613	0.866656	0	0	0	1	0	4	3
18	12	Male	White	2	Bachelors+	Public	Suburban	75.971787	85.745693	75.278019	2.946414	0.90852	1.263203	1	0	0	0	1	3	3
14	9	Female	White	1	<HS	Private	Town	76.561528	81.323226	91.752884	3.102842	0.969554	0.804374	1	0	0	0	0	5	3
16	11	Male	White	4	Bachelors+	Public	Rural	82.767168	78.056604	83.786487	3.724352	0.921003	1.181384	1	0	0	0	0	2	3
14	9	Male	White	4	SomeCollege	Public	City	68.19038	72.815051	66.181383	2.619686	0.884401	1.032725	1	1	0	1	0	4	3
16	11	Female	White	3	Bachelors+	Public	City	77.68398	82.489079	77.15325	3.073967	0.955344	1.085448	1	0	1	0	0	4	3
17	12	Female	White	1	HS	Public	Suburban	74.917686	75.108646	73.863203	3.348222	0.864264	0.987773	1	0	0	1	0	4	3
18	12	Male	Hispanic	2	<HS	Public	City	58.897256	68.612401	69.557101	2.701651	0.84648	0.809424	1	0	0	0	1	5	1
16	11	Female	White	1	<HS	Public	City	88.820815	84.606752	87.514737	3.312115	0.975481	1.691545	1	1	0	1	0	3	1
16	11	Male	White	3	<HS	Public	Suburban	88.993284	81.442346	81.088426	3.342509	0.952853	1.129319	1	0	0	0	0	2	2
17	12	Male	White	4	SomeCollege	Public	Town	95.234724	85.875674	87.334316	3.74015	0.960797	1.134307	1	1	0	1	1	4	2
18	12	Male	White	1	<HS	Public	Suburban	77.166833	79.055093	70.431862	3.155522	0.892756	1.162276	1	0	0	0	1	2	1
14	9	Female	Black	2	<HS	Public	Suburban	69.904247	77.34153	81.845107	3.307146	0.883209	1.181309	1	0	1	1	0	5	2
14	9	Male	White	1	HS	Public	Rural	75.382113	69.300024	69.104617	2.78402	0.845747	0.641939	1	0	1	1	0	3	2
18	12	Male	White	2	<HS	Public	Town	73.130697	74.41742	71.217412	2.732985	0.860864	1.403116	1	1	0	0	0	4	2
17	12	Female	White	1	SomeCollege	Public	City	95.060364	88.272095	92.117022	3.53425	0.997549	1.64334	1	1	0	1	0	3	2
17	12	Male	Black	4	Bachelors+	Public	Town	65.621074	56.492879	68.424675	2.355502	0.826037	0.851567	1	0	0	1	0	3	3
17	12	Female	Two-or-more	1	<HS	Public	Rural	61.211189	64.681762	65.267843	2.671227	0.807578	0.451779	1	0	0	0	0	2	2
15	10	Male	White	2	<HS	Public	Suburban	77.668307	80.746972	86.428156	3.896512	0.960313	0.893471	1	1	1	0	0	3	2
16	11	Male	Hispanic	1	<HS	Public	Town	79.211121	72.152584	69.483744	3.114403	0.918116	1.314589	1	0	0	0	1	5	2
15	10	Male	Black	1	Bachelors+	Public	Rural	91.301659	86.78922	74.003396	3.515519	0.931763	1.324175	1	0	0	1	0	4	1
15	10	Female	Hispanic	1	SomeCollege	Public	Suburban	61.252405	63.399709	64.777554	2.106357	0.835283	0.709554	1	0	0	0	0	3	2
15	10	Female	Hispanic	3	Bachelors+	Public	Suburban	80.355675	86.421028	76.944893	3.064155	0.907744	1.007503	1	0	0	0	0	3	2
15	10	Female	Hispanic	1	HS	Public	City	64.931543	58.948054	65.937145	2.358376	0.834157	1.076841	0	0	0	0	0	3	2
18	12	Female	Hispanic	3	SomeCollege	Public	Rural	72.897422	73.722371	68.516366	2.542713	0.869771	0.705267	1	0	0	1	1	3	2
18	12	Female	Hispanic	3	SomeCollege	Private	Rural	71.359124	68.363614	76.015886	2.82727	0.880377	0.637344	1	1	0	0	0	4	2
15	10	Female	Hispanic	3	HS	Public	Suburban	61.603356	61.972785	54.367543	2.132709	0.831941	0.746552	1	1	1	1	0	3	2
14	9	Female	White	1	HS	Public	Rural	87.506527	84.118621	76.353561	3.353382	0.907312	1.102205	0	0	0	0	0	5	2
18	12	Female	White	3	SomeCollege	Public	City	72.511198	65.477829	77.928606	3.106229	0.907566	0.777659	1	0	0	0	0	4	2
15	10	Female	White	3	SomeCollege	Public	Suburban	60.508576	64.214154	61.172	2.431408	0.80908	0.504376	1	0	0	1	0	4	3
16	11	Female	Hispanic	2	SomeCollege	Public	Suburban	75.16353	75.255093	85.633512	3.105911	0.935952	1.626434	1	0	0	0	0	2	1
16	11	Male	White	2	SomeCollege	Public	Rural	90.176499	91.317591	82.729085	3.996612	0.95235	1.177046	1	1	0	0	0	3	1
16	11	Male	White	1	HS	Public	Rural	78.230313	69.22038	75.469001	2.753726	0.89291	0.805855	1	0	0	1	0	4	3
14	9	Male	Hispanic	1	HS	Public	Suburban	92.272153	90.28026	89.330259	3.508178	0.993214	1.543519	1	0	0	0	0	4	2
14	9	Male	Hispanic	3	SomeCollege	Public	Suburban	85.579523	80.75284	82.27666	3.046825	0.915382	1.1701	1	1	0	0	0	3	2
18	12	Male	Hispanic	4	SomeCollege	Public	City	79.070433	77.904186	70.297306	3.449258	0.909209	1.266596	1	0	1	1	1	4	2
18	12	Female	Two-or-more	1	HS	Public	Suburban	71.824152	74.909445	80.235868	2.502332	0.883799	0.873167	1	1	0	0	1	2	3
18	12	Female	Hispanic	3	SomeCollege	Public	Suburban	64.377524	73.161614	69.235405	3.091267	0.883563	0.807794	1	1	0	1	0	3	1
14	9	Female	Hispanic	4	Bachelors+	Public	Town	63.948282	73.67532	75.136451	2.479725	0.86918	0.274456	1	0	0	0	0	2	1
15	10	Male	White	4	Bachelors+	Public	City	61.697997	58.211691	63.874102	2.342471	0.795637	0.850927	1	0	0	1	0	4	3
17	12	Female	White	1	HS	Public	City	86.378341	81.124272	99.66414	3.577449	0.954526	1.846979	0	1	0	0	1	3	3
14	9	Female	White	4	SomeCollege	Public	Suburban	76.965382	86.971386	70.364449	3.313283	0.894991	0.890491	1	1	0	1	1	3	1
17	12	Female	White	1	HS	Public	Suburban	75.544952	72.359585	68.1029	2.726853	0.852554	1.078781	1	1	0	0	0	4	2
15	10	Male	White	2	SomeCollege	Public	Suburban	92.620161	96.169494	86.526505	3.61577	0.977486	1.429226	1	1	0	0	0	4	1
16	11	Female	Black	3	Bachelors+	Public	Town	63.195172	56.70282	78.637055	2.956127	0.850629	0.765161	1	1	0	1	0	4	1
18	12	Female	Black	1	HS	Public	Suburban	69.947736	72.007857	61.231317	2.395171	0.872621	1.092561	1	0	0	0	1	2	1
17	12	Female	Hispanic	1	Bachelors+	Public	Suburban	85.627273	84.073437	86.198822	3.520947	0.949536	1.173591	1	1	0	1	0	4	3
17	12	Female	Black	1	Bachelors+	Public	City	57.735002	68.818091	53.557688	2.922059	0.808675	1.094139	0	1	0	1	1	4	1
16	11	Male	Hispanic	4	HS	Public	Town	90.23893	85.659489	86.083837	3.356077	0.973136	1.440301	1	1	1	0	0	2	2
14	9	Female	Hispanic	4	SomeCollege	Private	Rural	86.405731	83.258087	78.557606	2.771998	0.955008	1.557505	1	1	1	0	0	3	3
18	12	Female	White	4	SomeCollege	Private	Suburban	67.415708	56.450525	59.494518	3.097754	0.80155	0.435834	1	1	0	0	0	4	1
17	12	Male	White	3	HS	Public	Suburban	61.775366	64.77461	65.413021	2.556706	0.835118	0.623448	1	1	0	0	0	4	2
16	11	Female	White	3	HS	Public	Suburban	74.46847	64.078477	66.358316	2.526756	0.884653	1.031612	1	1	0	0	0	1	2
14	9	Female	Hispanic	3	HS	Public	Suburban	60.81838	74.483101	68.054196	3.152633	0.882488	0.40281	1	1	0	0	0	4	1
16	11	Male	Black	2	SomeCollege	Public	City	53.45762	56.178755	56.354013	2.210851	0.802189	0	1	0	1	0	0	2	3
16	11	Male	Hispanic	1	<HS	Private	City	77.031358	69.028158	74.530219	3.207402	0.882038	0.965332	1	0	0	1	0	4	3
18	12	Male	White	1	<HS	Private	City	69.304729	69.847241	78.885485	3.141346	0.876491	0.303607	0	1	0	1	0	4	2
18	12	Male	Hispanic	3	<HS	Public	Town	82.392158	86.441486	93.668862	3.979741	0.948565	0.639961	0	0	0	0	0	1	4
16	11	Female	White	3	SomeCollege	Public	Suburban	61.426712	69.340812	50.246766	2.038302	0.817204	0	1	0	0	1	1	3	2
16	11	Female	White	2	HS	Public	Town	68.865997	74.495038	63.541725	2.49178	0.863571	1.039364	0	1	0	0	0	4	1
18	12	Male	Hispanic	1	<HS	Public	Town	70.849586	79.520674	71.481321	2.543488	0.904366	1.103419	1	1	0	0	1	4	2
17	12	Female	Hispanic	1	HS	Public	City	82.853556	92.782789	84.133688	3.68122	0.980151	1.375573	1	0	0	1	0	3	1
15	10	Male	White	4	HS	Public	Suburban	66.933522	74.492979	77.392632	2.874646	0.901114	1.084389	1	0	0	1	0	1	3
16	11	Male	Two-or-more	4	HS	Private	Rural	69.319467	69.168364	72.491604	2.954744	0.877391	0.560244	1	0	0	1	1	2	2
14	9	Male	White	1	HS	Public	Rural	73.134593	87.19602	73.774289	3.696345	0.91	0.621573	1	1	0	0	1	5	3
18	12	Male	Hispanic	2	SomeCollege	Public	Rural	97.570648	87.063424	97.586518	3.603086	1	1.059268	1	0	1	0	1	3	1
18	12	Female	Hispanic	3	SomeCollege	Public	Town	66.978563	60.478677	60.717819	2.323436	0.793603	0.452543	0	1	1	0	0	5	3
18	12	Male	White	1	<HS	Public	Suburban	67.556939	76.652015	83.940904	3.372911	0.885993	1.337822	1	1	0	0	0	3	2
16	11	Male	Hispanic	4	SomeCollege	Private	City	79.878245	77.521893	83.941459	2.909256	0.942967	0.857984	1	0	1	0	0	3	4
17	12	Female	Hispanic	4	Bachelors+	Public	Suburban	73.837388	75.411231	78.097044	3.428923	0.905256	0.63923	1	1	0	1	0	3	3
14	9	Female	White	2	<HS	Public	Suburban	85.405088	85.300968	89.576054	3.558932	0.957683	1.046538	0	1	1	0	0	3	2
15	10	Male	Two-or-more	2	HS	Private	Rural	60.310998	67.821146	70.234933	2.830362	0.836681	0.898921	0	0	0	1	0	3	1
16	11	Male	White	1	<HS	Public	Suburban	64.783355	75.334269	67.596627	2.74912	0.871023	1.360848	1	1	0	0	0	4	1
14	9	Female	Hispanic	3	HS	Public	Suburban	84.200377	86.828712	73.08893	2.975205	0.899321	1.606326	1	0	0	1	1	3	3
16	11	Male	White	3	Bachelors+	Public	City	79.145463	76.76146	76.880391	2.909511	0.907536	0.91988	1	0	0	1	1	3	2
17	12	Male	White	1	<HS	Public	City	91.665015	79.690664	78.742625	3.440104	0.95548	0.62629	0	1	1	1	0	1	1
16	11	Female	White	1	HS	Public	Rural	65.021378	67.746458	67.719848	2.375985	0.867804	1.228271	1	0	0	1	0	3	1
16	11	Female	Hispanic	4	HS	Public	Rural	79.208101	71.999938	61.622772	2.85874	0.857194	1.138837	1	0	0	0	0	4	4
17	12	Male	Asian	3	Bachelors+	Public	Rural	68.038426	83.020839	80.77516	3.20947	0.910465	0.640931	0	1	0	1	1	4	3
18	12	Male	White	4	Bachelors+	Public	City	74.573635	74.052038	73.10761	2.796512	0.916627	1.285155	1	0	0	1	0	2	3
15	10	Female	Hispanic	1	<HS	Public	City	89.494042	93.194833	94.135734	3.905479	0.952513	1.738189	0	1	1	1	0	4	2
15	10	Female	Hispanic	1	SomeCollege	Private	Town	79.219356	88.147821	81.4778	2.487067	0.940365	1.142827	1	1	1	1	0	2	2
17	12	Female	White	3	SomeCollege	Public	Suburban	89.8131	81.042001	84.495307	3.50996	0.983276	0.98092	1	0	0	0	0	3	2
17	12	Male	Hispanic	3	HS	Public	City	77.212878	93.908435	83.411303	3.625261	0.946845	1.538067	1	1	1	0	0	2	2
18	12	Female	Two-or-more	4	SomeCollege	Public	Suburban	69.75754	66.671452	68.843694	2.669067	0.8678	0.978522	1	1	1	0	1	2	2
14	9	Female	Hispanic	4	SomeCollege	Public	Rural	82.854234	68.25688	80.661326	2.66457	0.895829	1.39723	1	1	0	1	1	3	2
16	11	Male	Other	2	HS	Public	City	85.543101	72.782202	80.068428	3.116495	0.939738	0.897706	0	1	1	1	0	4	2
15	10	Male	White	4	SomeCollege	Private	Suburban	66.931993	63.48036	58.444613	2.521319	0.816262	0.491943	1	0	0	0	0	3	1
17	12	Female	White	4	Bachelors+	Public	City	77.747541	74.732316	71.596963	2.976412	0.883986	1.172229	1	1	0	1	1	3	1
17	12	Female	Black	2	HS	Private	Suburban	74.041683	72.739342	68.339205	2.226335	0.906837	0.65069	1	1	0	0	0	5	2
14	9	Male	White	4	HS	Public	Suburban	77.56702	79.383946	78.784179	3.218945	0.929103	0.627268	1	1	0	0	0	4	1
17	12	Male	White	3	Bachelors+	Public	Suburban	77.309422	83.168893	80.776565	3.44994	0.951602	1.372366	1	1	0	1	0	2	2
15	10	Male	Black	4	HS	Public	Suburban	86.43088	79.392323	94.733301	3.497041	0.964554	1.230347	1	0	0	0	1	1	2

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