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
17	12	Male	Two-or-more	3	<HS	Public	Suburban	88.651343	83.133413	98.923372	3.907053	0.969438	1.198372	0	1	0	0	0	3	1
18	12	Male	Asian	4	Bachelors+	Private	Suburban	75.969449	72.512104	77.196647	2.783602	0.917121	0.111907	1	1	0	1	0	4	1
16	11	Male	Hispanic	2	SomeCollege	Public	City	83.866879	80.882404	73.673146	3.00414	0.934088	0.761061	1	1	0	0	0	3	2
16	11	Female	Hispanic	2	HS	Public	Town	76.976688	81.853681	74.97804	2.896404	0.945395	0.822252	1	1	0	1	0	3	2
17	12	Male	White	1	<HS	Public	City	80.469197	81.706275	74.650447	3.286802	0.891293	0.802239	1	0	0	1	1	4	1
16	11	Female	Asian	2	<HS	Public	Town	63.063079	75.055516	66.939456	2.718327	0.882834	1.524787	1	0	0	1	1	3	1
16	11	Female	White	1	<HS	Public	Suburban	63.225075	72.645107	67.005473	2.64036	0.876022	0.887789	1	0	0	0	0	4	1
15	10	Male	Two-or-more	4	Bachelors+	Private	Rural	57.189218	56.58202	73.070531	2.504812	0.83884	0.97784	1	0	1	0	0	4	2
15	10	Female	Hispanic	4	Bachelors+	Private	City	66.178118	72.539918	75.891793	2.776824	0.859924	0.485574	1	1	1	0	0	4	2
18	12	Female	White	3	HS	Public	Rural	49.725783	64.96397	65.771315	2.503931	0.806012	0.962988	1	1	0	1	0	3	4
15	10	Female	Two-or-more	1	HS	Public	Suburban	81.848357	70.111611	80.241112	3.062187	0.900636	1.357659	1	1	0	1	0	3	2
16	11	Male	Two-or-more	4	SomeCollege	Public	Rural	84.410638	65.906946	71.584714	2.511702	0.883295	1.041564	1	1	0	0	1	1	1
16	11	Female	Asian	3	SomeCollege	Public	Rural	75.653843	62.875037	72.125743	3.272083	0.888346	1.179524	1	1	0	1	1	2	2
16	11	Male	White	3	SomeCollege	Public	City	70.990852	74.055991	74.451671	2.823566	0.840615	0.801531	1	1	1	0	1	3	1
16	11	Male	Hispanic	1	SomeCollege	Public	Town	79.368472	87.247258	84.696453	3.683739	0.9042	1.237789	1	1	0	0	0	4	3
17	12	Male	Two-or-more	4	SomeCollege	Private	City	65.016546	68.830399	68.877097	2.724052	0.874093	0.926516	1	1	0	0	1	4	2
14	9	Female	Hispanic	3	HS	Public	Town	67.803494	64.269882	62.973203	2.882967	0.859524	0.59483	1	1	0	0	1	4	3
18	12	Female	Black	1	HS	Public	City	57.147895	57.547478	55.944935	2.377117	0.817813	0.100547	0	0	0	1	0	1	4
18	12	Female	White	1	HS	Public	Suburban	81.539061	75.283368	86.855705	3.438616	0.968434	1.146266	1	1	0	0	1	3	3
18	12	Female	Hispanic	1	HS	Public	Town	87.167779	75.562464	83.545626	3.299361	0.918242	0.801181	1	1	0	0	1	2	3
16	11	Female	Black	2	HS	Private	Rural	75.004199	77.649356	88.397675	3.193403	0.885914	1.141649	1	1	0	1	0	4	3
16	11	Male	Black	2	HS	Public	Town	81.989117	67.819679	79.451096	2.908885	0.905735	1.368236	1	1	1	0	0	4	3
18	12	Male	Hispanic	3	HS	Public	City	90.075308	85.508495	92.716234	3.915328	0.964405	1.389777	1	0	0	0	0	2	1
15	10	Female	Hispanic	3	Bachelors+	Private	Suburban	79.843381	69.82966	72.459115	2.814489	0.883125	0.814819	1	0	0	1	1	4	1
15	10	Female	Hispanic	3	SomeCollege	Public	Town	75.384985	82.72	78.778902	3.633898	0.923739	1.594639	1	1	1	0	0	3	3
17	12	Female	White	2	<HS	Public	Rural	77.022449	75.168482	77.642705	3.074882	0.905484	1.462814	1	0	1	0	1	2	2
15	10	Male	Black	2	<HS	Public	Suburban	73.918499	64.561158	72.872418	2.667279	0.882952	1.069307	1	1	0	0	1	4	4
14	9	Male	White	4	SomeCollege	Public	Suburban	66.905246	76.730715	65.7003	3.063959	0.881579	0.402783	1	0	0	1	0	4	4
17	12	Female	White	4	SomeCollege	Public	Suburban	80.210497	81.957816	73.134172	3.411647	0.937878	0.90927	1	1	0	1	0	2	3
15	10	Male	White	4	HS	Public	Rural	71.484658	81.908075	60.772151	2.949497	0.888912	0.568058	1	1	0	0	0	3	1
17	12	Female	White	4	SomeCollege	Public	Suburban	89.981353	90.359363	79.877679	3.391289	0.998678	1.555873	1	1	0	0	0	4	4
16	11	Female	White	3	SomeCollege	Public	Rural	64.572196	72.03044	77.083156	2.90866	0.879041	1.116859	1	1	0	0	0	3	2
16	11	Male	Black	3	Bachelors+	Public	Rural	83.934856	76.532582	86.932929	3.783687	0.973324	1.474278	1	1	0	1	0	2	2
15	10	Male	White	2	HS	Public	Suburban	81.204707	79.78874	82.042725	2.568613	0.912953	1.347821	0	0	0	0	0	2	3
14	9	Female	White	4	SomeCollege	Public	City	73.348663	85.547431	76.832344	3.380427	0.923163	0.760017	1	0	0	1	0	4	1
18	12	Female	White	1	HS	Public	Suburban	75.506477	82.423745	83.589786	3.428346	0.933046	0.693995	1	1	0	0	0	2	3
16	11	Male	White	3	HS	Public	Suburban	74.628662	77.826866	81.348005	3.00527	0.930533	0.590314	1	1	0	0	0	4	1
17	12	Female	White	2	SomeCollege	Public	Suburban	70.206561	75.467955	82.500429	2.915694	0.923992	1.774977	1	0	0	0	0	4	3
17	12	Male	Hispanic	2	SomeCollege	Public	City	72.558288	73.768145	71.695255	2.831654	0.893076	1.281596	0	0	0	1	0	2	1
17	12	Female	Other	1	<HS	Public	City	82.905818	83.68008	87.611479	3.499459	0.941953	1.13447	1	1	0	0	0	2	2
18	12	Male	White	2	HS	Public	Suburban	71.398468	64.132078	70.62019	3.072693	0.873436	0.383522	1	0	0	1	0	5	3
18	12	Female	White	2	SomeCollege	Public	Suburban	86.511495	77.240177	78.59773	3.246307	0.91332	1.11585	1	1	0	0	0	3	1
14	9	Female	White	4	HS	Public	Suburban	65.395345	69.761207	73.069495	2.237749	0.907882	0.52305	1	0	0	0	0	2	3
15	10	Female	Hispanic	4	SomeCollege	Public	Suburban	66.802124	70.170951	62.767759	2.616061	0.859031	0.876111	1	1	0	0	1	3	1
17	12	Male	White	2	HS	Public	City	82.221063	85.158822	72.587407	3.041396	0.924215	1.221536	1	1	0	1	0	2	4
15	10	Female	Black	2	HS	Public	City	65.035407	71.125566	76.191009	3.38162	0.886549	1.082487	1	1	0	1	0	3	3
18	12	Male	White	2	SomeCollege	Public	Town	74.07967	81.940772	81.952418	3.24521	0.929677	1.057243	1	1	0	1	0	4	1
17	12	Female	White	3	HS	Public	Rural	64.85137	68.328053	63.539221	2.561298	0.848994	0.308492	1	0	0	0	1	4	1
17	12	Female	White	1	<HS	Public	City	63.220264	65.540345	63.928528	2.248938	0.852289	1.184188	1	0	0	0	0	3	2
17	12	Female	White	4	SomeCollege	Public	City	84.658213	93.104877	97.784801	3.909212	0.987079	1.404162	1	0	0	1	0	2	1
18	12	Female	Hispanic	2	SomeCollege	Public	City	76.766257	71.326645	72.867167	3.108831	0.861569	0.846255	0	0	0	1	0	3	3
16	11	Female	Two-or-more	3	SomeCollege	Public	City	71.178635	71.097705	72.043254	2.641154	0.864849	1.180576	1	0	0	0	0	3	1
17	12	Female	White	2	<HS	Public	Suburban	72.770121	72.930293	73.404386	2.941785	0.874059	0.477345	1	0	0	0	0	5	2
14	9	Male	Hispanic	4	Bachelors+	Public	Rural	74.21734	76.603669	81.581239	3.008943	0.933723	0.85455	1	0	0	0	0	5	2
15	10	Male	White	3	SomeCollege	Public	City	80.012229	90.076298	74.870826	3.500628	0.93744	1.227458	1	1	1	0	1	3	2
17	12	Male	White	1	SomeCollege	Public	Rural	72.150996	74.286197	84.179067	3.366758	0.929086	0.810692	1	0	0	1	0	4	1
15	10	Male	Hispanic	1	<HS	Public	City	77.162247	77.480364	81.653588	2.746465	0.91845	1.001026	0	1	0	0	0	4	1
17	12	Male	Black	3	HS	Public	Suburban	54.04202	71.75986	73.948721	2.601493	0.855446	1.1482	1	1	0	0	0	3	1
14	9	Female	White	4	HS	Public	Suburban	64.905651	56.609103	66.339192	3.105234	0.839768	0.169539	1	0	0	0	0	4	1
17	12	Female	White	3	HS	Public	Suburban	61.958537	55.734583	43.821597	2.203651	0.776549	0.38517	1	1	0	0	0	4	1
14	9	Female	Other	4	Bachelors+	Public	Suburban	63.909988	65.260748	65.774101	2.262935	0.828352	1.716371	1	1	0	0	0	1	1
16	11	Male	Two-or-more	3	Bachelors+	Public	Suburban	76.965507	80.406191	81.447232	3.293278	0.92525	0.925973	1	1	0	1	0	2	3
14	9	Female	Black	3	<HS	Public	City	69.793833	83.435565	65.401662	2.689443	0.895401	1.199856	1	0	0	0	0	3	2
18	12	Female	White	2	HS	Public	City	69.554524	72.791506	64.600525	3.044709	0.85333	0.590229	0	1	0	1	0	3	2
17	12	Female	White	1	SomeCollege	Public	Suburban	76.464202	88.179275	79.483758	3.497948	0.914689	1.101114	1	1	0	1	0	2	2
16	11	Female	White	3	Bachelors+	Public	Town	83.74704	82.784269	76.370697	3.080552	0.938239	1.29525	1	0	0	0	0	4	1
18	12	Male	White	3	HS	Public	City	90.63163	83.744317	87.365708	3.215544	0.967087	0.708574	1	1	0	1	0	2	2
16	11	Female	White	1	<HS	Public	Town	78.940439	78.625099	74.719652	2.965697	0.89541	0.805997	1	1	0	0	1	4	2
17	12	Male	White	3	<HS	Public	Suburban	79.284858	76.965427	72.90691	2.828481	0.916041	0.513542	1	1	0	0	0	3	2
15	10	Female	White	4	SomeCollege	Public	City	77.862666	58.031975	71.370306	3.106363	0.912081	1.120933	1	1	0	0	0	3	1
16	11	Female	Hispanic	2	<HS	Public	City	79.351488	81.109354	81.902239	3.230799	0.962049	0.921084	1	0	0	0	0	3	2
16	11	Male	White	3	<HS	Public	Suburban	73.92849	78.512851	79.246861	3.066328	0.870035	1.22596	1	1	0	0	0	2	1
18	12	Female	Asian	4	HS	Public	Town	74.938977	86.637645	83.113632	2.784759	0.938806	1.086288	1	0	0	1	0	4	4
17	12	Female	Black	1	HS	Public	Town	82.08363	78.215179	84.615374	3.203737	0.943916	0.830048	1	1	0	1	0	3	2
18	12	Male	Hispanic	3	<HS	Public	Town	82.264067	86.847615	92.865868	2.82401	0.960978	1.636478	1	0	0	0	0	2	2
17	12	Female	Black	1	HS	Public	Suburban	76.017627	61.173338	64.98045	2.710392	0.870959	0.886215	0	0	1	1	0	4	2
16	11	Female	Hispanic	3	<HS	Private	City	86.513811	76.2773	83.153667	3.685437	0.932477	0.938832	1	0	0	1	0	4	1
14	9	Female	Hispanic	4	SomeCollege	Public	City	71.990407	69.244552	68.023988	2.875013	0.888897	1.296388	1	1	0	1	0	4	2
16	11	Female	Hispanic	2	SomeCollege	Public	Rural	82.634362	94.134889	80.619236	4	0.963199	0.852712	1	0	1	0	1	3	2
17	12	Male	Hispanic	1	HS	Public	City	91.609647	86.304097	77.433462	3.460305	0.942943	1.218041	0	1	0	0	0	3	4
18	12	Female	White	1	<HS	Public	Suburban	72.466629	71.918461	66.974778	2.702835	0.871835	0.475589	1	1	0	1	0	4	1
15	10	Female	White	2	<HS	Private	City	82.765598	90.208809	92.071847	3.092601	0.959338	1.051788	1	0	0	0	0	3	1
18	12	Female	Hispanic	3	HS	Private	City	92.223861	90.36685	97.144942	3.645029	0.99023	1.431816	1	1	1	0	0	4	1
17	12	Male	White	4	Bachelors+	Public	City	63.140764	71.117707	81.470623	2.87371	0.903913	1.075466	1	0	1	0	0	4	1
16	11	Male	White	4	SomeCollege	Public	City	79.966016	91.305722	83.392146	3.620095	0.964362	1.213757	1	1	1	1	0	4	2
17	12	Female	Two-or-more	4	Bachelors+	Public	Town	91.718773	75.15938	72.522835	3.337252	0.919878	0.659267	1	0	0	1	1	1	2
14	9	Male	White	1	HS	Public	Suburban	66.465266	65.447084	64.235662	2.260283	0.850559	1.178901	0	0	0	0	0	2	2
15	10	Female	Hispanic	2	Bachelors+	Public	Suburban	82.521669	79.21439	79.592542	3.721245	0.927595	1.101663	1	1	0	0	0	4	1
17	12	Female	Hispanic	2	SomeCollege	Public	Suburban	81.461317	86.644826	91.839608	3.02891	0.963857	0.748199	1	0	0	0	0	3	4
14	9	Female	White	4	SomeCollege	Public	Suburban	68.557636	70.292151	62.968669	2.607683	0.833131	1.200794	1	1	0	1	0	2	2
18	12	Female	Asian	4	SomeCollege	Public	Suburban	83.226893	84.978008	81.102354	3.042812	0.919032	1.431627	1	0	0	0	0	4	3
17	12	Male	Two-or-more	2	HS	Public	Suburban	63.845966	64.919295	68.36808	2.415018	0.874661	1.036643	0	0	0	1	0	3	1
16	11	Male	Hispanic	2	<HS	Public	Town	69.86572	81.670751	73.031975	2.814318	0.900622	0.760451	1	1	0	1	0	3	3
17	12	Female	Hispanic	2	<HS	Private	Rural	78.42161	79.57924	80.515691	2.986264	0.922016	1.277176	1	1	0	1	1	2	2
16	11	Male	White	3	SomeCollege	Public	Town	84.626106	88.766921	97.774348	3.381819	0.980957	0.932439	1	0	0	1	0	2	2
18	12	Male	White	3	SomeCollege	Public	Suburban	65.512692	77.458461	79.504156	2.684489	0.896384	1.207898	1	1	0	1	0	3	2
14	9	Male	White	1	HS	Public	City	73.510359	76.419523	85.899871	2.932374	0.881339	0.951758	1	1	0	1	0	3	1
18	12	Male	White	2	SomeCollege	Public	Town	64.148453	60.287925	61.37968	2.023429	0.802469	0.690231	1	1	0	0	0	3	2
17	12	Male	White	3	<HS	Public	Rural	74.970959	95.472908	86.534247	3.347084	0.922504	1.181842	1	0	0	0	0	2	3
16	11	Male	White	4	Bachelors+	Private	Rural	72.353755	67.636861	71.698132	2.954206	0.8734	0.686037	1	0	0	0	0	3	1

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