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	2	HS	Public	City	83.680101	79.533888	84.708279	3.406248	0.944487	1.57564	1	1	0	1	0	2	1
14	9	Female	White	3	Bachelors+	Public	Suburban	71.605134	67.074746	70.769127	2.736102	0.870328	0.882993	1	1	0	1	0	4	2
16	11	Female	White	2	Bachelors+	Public	Suburban	79.392976	83.951624	70.404696	3.03542	0.923	1.301611	1	0	0	1	0	2	1
17	12	Female	White	1	HS	Public	City	97.071644	79.80738	85.671148	3.312444	0.964964	1.701746	0	0	0	0	0	3	2
15	10	Male	White	3	<HS	Public	Town	63.188487	57.954778	67.676948	2.14248	0.801111	0.49867	1	0	0	0	0	3	2
14	9	Female	Hispanic	1	HS	Public	Suburban	87.923796	86.994805	82.873073	3.465857	0.95107	1.19976	1	0	0	1	0	3	1
17	12	Male	Hispanic	1	<HS	Public	City	56.003578	49.62758	58.933619	2.460531	0.764475	1.152974	1	1	0	0	0	2	1
17	12	Male	Hispanic	2	HS	Public	Suburban	76.3307	70.14178	62.923018	3.023846	0.886335	0.715832	1	1	0	0	1	3	3
15	10	Male	White	4	Bachelors+	Public	Rural	69.704916	77.807977	79.018923	2.786598	0.929344	0.611906	1	0	0	1	1	5	2
18	12	Female	Black	4	SomeCollege	Public	Rural	57.984683	65.660569	66.350737	2.170448	0.84397	0.572606	1	1	0	1	1	2	2
14	9	Male	Asian	1	<HS	Public	Suburban	73.758763	76.196486	78.42162	2.984285	0.886988	0.701683	0	1	0	0	1	4	2
16	11	Female	White	1	<HS	Public	City	88.471412	90.926342	78.740128	3.958264	0.962599	0.539414	1	1	0	1	1	2	1
14	9	Female	Hispanic	1	HS	Public	Suburban	75.537473	66.2564	73.128187	2.717271	0.890411	1.329198	1	1	0	0	0	3	1
14	9	Female	White	4	SomeCollege	Public	City	62.804059	69.135828	67.322473	2.511602	0.805105	0.635936	1	1	0	0	1	3	3
16	11	Female	White	2	HS	Public	Town	77.731572	75.873905	79.996342	3.290676	0.932566	0.80057	1	1	0	0	1	4	1
15	10	Male	White	4	SomeCollege	Private	City	81.475532	78.366373	77.123356	3.559354	0.937358	0.910603	1	0	0	0	0	2	3
18	12	Male	White	1	SomeCollege	Public	Suburban	73.835521	79.678764	74.568031	3.540903	0.914584	1.061443	0	1	0	0	0	3	2
16	11	Male	Hispanic	3	HS	Private	City	83.380622	84.811988	70.546935	3.393909	0.947563	0.934449	1	1	0	1	0	4	1
16	11	Female	White	4	HS	Public	City	84.16499	83.202189	77.59029	3.160799	0.925091	1.135259	1	1	0	1	0	4	1
17	12	Male	Black	3	HS	Public	Suburban	75.716779	77.298717	69.694343	3.492948	0.89756	0.910669	1	1	0	1	0	4	2
18	12	Male	Black	3	SomeCollege	Public	Suburban	75.56737	71.068606	77.239913	3.065568	0.92828	1.106048	1	1	0	0	0	3	2
15	10	Male	Hispanic	3	<HS	Public	City	79.553784	70.364372	71.884133	3.607696	0.894345	0.498133	1	0	0	0	0	2	1
17	12	Male	Hispanic	4	Bachelors+	Public	Suburban	80.415927	80.004216	85.053949	3.419754	0.917282	0.843865	1	0	0	1	0	3	3
16	11	Female	Black	2	SomeCollege	Public	Town	66.8194	70.629078	76.604939	2.575376	0.911126	0.778421	1	1	0	1	0	4	2
18	12	Male	Two-or-more	3	Bachelors+	Private	Suburban	88.067534	88.797958	93.413811	3.912147	0.99225	1.551162	1	1	1	1	0	4	3
16	11	Female	White	2	SomeCollege	Public	Suburban	58.562583	63.529123	53.651399	2.122271	0.836341	0.690555	1	0	0	1	0	3	1
16	11	Female	White	3	Bachelors+	Public	Rural	77.338192	69.028519	69.116587	2.635434	0.875256	0.634514	1	1	0	1	0	3	2
16	11	Female	White	1	HS	Public	Suburban	69.75469	71.076894	73.068498	2.803771	0.853521	0.906101	1	1	0	1	0	3	2
16	11	Male	Black	3	SomeCollege	Public	Suburban	73.455624	73.753313	70.614234	2.776729	0.891657	1.110005	1	1	0	1	1	3	2
18	12	Male	White	2	<HS	Public	City	86.561027	77.733048	71.445683	3.127099	0.923402	0.876918	0	1	0	0	0	1	2
15	10	Female	Asian	3	HS	Public	Suburban	81.995823	85.701887	83.497261	3.300725	0.917579	0.597587	1	0	0	1	1	2	3
17	12	Male	Hispanic	4	Bachelors+	Public	Rural	84.414803	96.501952	97.307091	3.599013	0.99554	1.232476	1	1	0	1	1	3	1
18	12	Female	White	1	<HS	Public	Rural	69.513839	75.271384	56.700709	2.82892	0.87668	0.524901	1	1	0	0	1	3	2
17	12	Female	Hispanic	3	SomeCollege	Public	Suburban	83.620531	83.960527	80.867352	2.990798	0.964038	1.07098	1	1	0	0	0	3	2
18	12	Male	Hispanic	3	<HS	Public	City	79.480165	93.969857	93.319765	3.999543	1	1.574262	1	1	0	1	0	3	3
14	9	Female	White	3	SomeCollege	Private	Rural	78.740729	80.778787	83.745773	3.122064	0.94393	1.260446	1	1	0	0	0	4	2
18	12	Female	White	2	HS	Public	Suburban	96.486305	76.984083	77.689484	3.577683	0.942619	1.28958	1	1	1	1	0	1	3
17	12	Female	Black	1	SomeCollege	Public	Suburban	66.968314	75.958499	72.329695	2.637645	0.883833	1.21382	0	1	1	1	1	4	3
17	12	Female	White	1	<HS	Public	Suburban	55.160959	67.802279	65.434932	2.771868	0.815939	0	1	1	0	1	0	2	2
16	11	Male	Hispanic	1	HS	Private	City	82.354513	93.180027	88.681477	2.879383	0.949883	1.257054	0	1	0	1	0	1	2
18	12	Female	White	4	SomeCollege	Public	Suburban	88.233557	80.724108	84.241831	3.74962	0.934891	1.575717	1	1	0	0	1	3	2
15	10	Male	Black	2	SomeCollege	Public	City	74.708876	72.366757	63.666389	2.536972	0.871362	0.235422	1	1	0	0	0	3	1
18	12	Female	Hispanic	3	SomeCollege	Public	Suburban	67.45677	71.246532	64.820797	2.660994	0.866866	1.464349	1	1	0	0	0	3	2
17	12	Male	White	3	SomeCollege	Public	Suburban	76.30276	73.936807	76.657123	3.166226	0.907206	0.770597	1	0	0	1	1	2	1
16	11	Male	White	4	SomeCollege	Public	City	92.872188	80.121176	85.28092	3.303912	0.967551	1.70602	1	1	0	1	0	2	1
15	10	Female	White	2	HS	Public	City	75.133683	76.364312	68.791927	2.863799	0.917381	0.597127	1	1	0	1	1	3	3
17	12	Female	Black	3	HS	Public	Rural	75.425272	87.853785	68.869765	3.341164	0.920953	1.031863	1	1	0	0	0	3	2
17	12	Male	Two-or-more	4	Bachelors+	Public	City	65.940035	70.244525	65.377669	2.609097	0.848385	0.897464	1	0	0	0	0	4	3
18	12	Female	White	2	<HS	Public	City	68.507014	76.832395	66.37933	3.055222	0.863792	1.21645	1	1	0	0	0	3	2
15	10	Female	White	2	SomeCollege	Public	Rural	74.357966	70.227103	76.677076	2.401535	0.888658	0.816597	1	0	0	0	0	2	2
14	9	Female	White	3	HS	Public	Suburban	75.398504	78.850668	80.763882	3.101961	0.897349	0.815797	1	0	0	0	0	5	3
15	10	Female	White	1	HS	Private	Rural	76.583691	82.551851	83.102974	3.473653	0.887249	1.21735	0	0	0	0	0	4	3
15	10	Female	Hispanic	2	HS	Public	Suburban	82.829942	69.816808	70.081692	3.134917	0.900349	0.966524	1	1	1	0	0	2	1
14	9	Male	White	1	HS	Public	City	77.322628	73.90013	77.78726	2.454229	0.893395	1.02816	1	0	0	0	0	3	1
14	9	Female	White	2	HS	Public	City	67.548636	76.958509	70.371543	3.347298	0.896888	1.155304	1	1	0	0	0	5	1
18	12	Male	White	2	<HS	Public	Suburban	70.909302	85.192798	81.967982	3.843579	0.940589	1.135789	0	1	0	0	1	4	2
18	12	Male	Black	1	<HS	Public	Suburban	63.994952	65.708427	64.77665	3.117248	0.821691	1.107456	1	1	0	0	0	2	4
16	11	Female	White	3	SomeCollege	Public	Suburban	84.410345	87.248586	76.380688	4	0.966639	1.185425	1	0	0	0	1	3	3
14	9	Male	Black	4	Bachelors+	Private	Suburban	62.955986	69.41106	62.204129	2.493522	0.856734	0.985835	1	0	0	0	0	3	4
15	10	Female	Asian	2	HS	Public	City	86.838232	89.8901	87.295039	3.41411	0.933456	0.900308	1	1	0	1	0	3	3
17	12	Male	White	1	SomeCollege	Public	City	71.743252	72.522652	79.364024	3.29631	0.907135	1.331107	1	1	0	0	0	3	1
18	12	Male	White	2	HS	Public	City	68.991081	63.106946	61.777104	2.760746	0.835669	1.119688	1	1	1	1	0	3	1
17	12	Male	Hispanic	2	SomeCollege	Private	Suburban	75.745989	82.377693	72.629043	3.106751	0.898198	0.750172	1	0	0	0	1	3	4
16	11	Male	Asian	2	Bachelors+	Private	City	88.878486	78.505303	79.342653	3.02511	0.977626	1.116107	1	0	0	1	0	1	4
17	12	Female	Hispanic	1	HS	Public	Town	78.070423	78.249059	82.22907	3.431443	0.906745	1.217744	0	0	0	1	0	4	1
15	10	Female	Hispanic	2	HS	Public	City	80.582793	83.249308	81.043218	2.764593	0.930765	1.425638	1	1	0	0	0	3	2
17	12	Male	White	3	SomeCollege	Public	Suburban	78.135627	81.183055	67.902088	2.954238	0.907793	1.017004	1	1	0	1	0	4	2
17	12	Male	Hispanic	2	HS	Public	City	61.87789	64.584786	59.761281	2.906808	0.815912	0.424756	0	0	0	1	0	4	1
14	9	Female	Black	3	HS	Public	City	92.820877	99.437368	84.67943	3.746649	0.968088	1.542995	1	1	0	0	0	4	3
14	9	Male	Hispanic	1	<HS	Public	Suburban	90.066455	86.472981	86.46076	3.537805	0.934266	1.184575	1	0	0	0	0	2	3
15	10	Female	Hispanic	1	HS	Public	Suburban	66.417549	71.968307	59.63932	2.85343	0.873218	0.799714	1	0	0	1	0	3	4
16	11	Female	Asian	1	HS	Public	City	75.102104	77.815181	65.063257	2.488424	0.87347	0.31195	1	1	0	0	1	5	2
18	12	Female	Black	1	<HS	Public	Rural	74.345135	76.715099	77.684788	2.801058	0.917088	1.342938	1	0	0	0	1	5	2
14	9	Female	Two-or-more	2	HS	Public	Rural	83.406688	78.184688	90.114267	3.395231	0.913037	1.20521	1	1	0	0	0	4	1
16	11	Female	Hispanic	4	SomeCollege	Private	City	69.705851	72.191684	69.354065	2.426802	0.8724	0.647453	1	0	0	1	0	3	1
15	10	Male	Black	2	Bachelors+	Public	Rural	99.906506	84.387713	97.387336	4	0.96178	1.8213	1	1	0	0	0	3	3
14	9	Male	White	4	HS	Public	Suburban	70.584161	86.835159	86.927795	3.170675	0.935625	1.487739	1	1	0	1	0	3	3
14	9	Male	Black	1	HS	Public	Rural	77.636932	82.949381	78.516054	3.57805	0.910919	0.66663	1	1	0	0	0	4	2
15	10	Female	White	2	<HS	Private	Town	71.103072	62.694446	69.523435	2.398403	0.880372	0.689742	1	0	0	1	0	3	1
15	10	Female	White	1	HS	Public	City	83.596827	77.606975	78.853871	3.153949	0.901049	1.101598	1	0	1	0	0	2	2
17	12	Male	Black	1	<HS	Private	City	80.533631	81.031415	84.421914	3.71209	0.936903	0.91003	0	0	1	0	1	4	1
18	12	Female	White	4	<HS	Public	Suburban	58.156425	62.92439	66.823682	2.73866	0.839539	0.77488	1	1	0	1	0	4	2
16	11	Male	White	3	HS	Public	City	61.193374	57.955167	48.349076	2.424751	0.818544	0.419152	1	1	0	0	0	1	2
18	12	Female	White	4	HS	Public	Suburban	58.773071	66.241895	59.018414	2.353857	0.822335	0.596759	1	0	1	0	0	4	1
17	12	Male	Black	1	<HS	Public	Suburban	82.150437	66.590225	70.907391	2.671942	0.889867	1.032366	1	1	0	0	0	3	2
18	12	Male	White	4	SomeCollege	Private	Suburban	73.844477	72.649256	80.928504	3.018294	0.884564	1.0859	1	1	0	1	1	3	2
16	11	Male	White	1	HS	Public	Suburban	82.71896	82.701565	71.530721	3.525868	0.912543	1.233905	1	1	0	0	1	2	2
18	12	Female	Hispanic	2	Bachelors+	Public	City	68.766112	65.160739	66.100317	2.657652	0.836152	1.010424	1	1	0	0	0	5	2
17	12	Female	White	2	Bachelors+	Public	City	76.755156	79.651902	83.892453	3.625366	0.938061	0.486545	1	1	1	1	0	2	2
17	12	Male	Two-or-more	3	SomeCollege	Public	Suburban	70.867167	64.882952	70.157785	2.821726	0.858399	0.950187	0	0	1	0	0	4	3
14	9	Female	White	3	SomeCollege	Public	Suburban	64.719509	85.635273	70.313689	2.623005	0.895437	0.884304	1	0	0	1	1	4	1
16	11	Female	Hispanic	4	HS	Public	City	71.266628	64.769687	81.343281	2.841276	0.866322	1.333175	1	1	1	1	0	2	2
16	11	Male	White	2	<HS	Public	Rural	59.919855	74.7535	82.581542	2.530053	0.928612	0.971309	0	0	0	1	0	4	4
15	10	Male	Hispanic	1	HS	Public	City	82.40787	74.159097	66.533237	3.24317	0.893635	1.029853	0	0	0	0	0	3	3
15	10	Male	Hispanic	2	HS	Public	Rural	65.280944	61.756061	58.710739	2.213688	0.840935	0.637921	1	0	0	0	0	3	2
15	10	Female	Black	3	SomeCollege	Public	Suburban	65.489369	87.240555	77.807593	3.398754	0.886229	0.947774	0	1	0	0	0	2	3
14	9	Male	Hispanic	4	SomeCollege	Public	Suburban	69.088898	69.34021	72.312869	2.902385	0.903246	1.540881	1	1	0	1	0	1	2
18	12	Male	White	3	Bachelors+	Public	City	69.993581	67.567217	68.914541	2.604693	0.858878	0.624919	1	1	0	1	0	2	1
17	12	Male	White	1	HS	Public	Rural	81.676398	69.971172	76.186979	3.131777	0.876304	1.003096	1	0	0	0	0	3	3
18	12	Male	White	3	SomeCollege	Public	Suburban	65.723766	77.068444	75.134026	2.738236	0.885051	1.300498	1	0	1	1	0	3	3

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