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	<HS	Public	Suburban	68.898868	65.007261	68.408084	3.076111	0.873932	0.906854	0	1	0	0	0	3	1
17	12	Male	White	3	Bachelors+	Public	Town	84.581252	72.030266	83.172191	3.487063	0.922919	0.854313	1	1	1	1	0	3	1
16	11	Male	Hispanic	2	HS	Private	Rural	71.382686	70.372446	83.59627	2.799539	0.878503	0.563492	1	0	0	0	0	3	3
14	9	Male	White	2	HS	Public	Suburban	80.093247	77.583509	78.217035	2.972398	0.938505	1.280407	0	0	0	0	0	3	2
17	12	Female	Other	4	HS	Public	Suburban	71.076414	65.034714	64.51725	2.525819	0.870119	0.826842	1	1	0	0	0	5	3
18	12	Female	White	2	SomeCollege	Public	City	76.534943	75.878902	81.640445	3.278575	0.904996	0.550132	1	1	0	1	1	1	3
15	10	Female	Hispanic	1	HS	Public	Suburban	64.65516	74.234908	70.166528	2.209181	0.87122	1.044001	0	0	1	1	0	3	5
16	11	Female	White	4	SomeCollege	Public	City	64.207381	78.895284	72.098279	3.343772	0.891297	1.464513	1	0	0	0	0	2	3
16	11	Male	White	4	SomeCollege	Private	Suburban	67.054112	64.232164	72.552776	2.590585	0.858278	0.959364	1	1	0	0	0	4	3
15	10	Male	Hispanic	4	Bachelors+	Public	Suburban	61.159638	60.424963	69.541952	2.918491	0.852075	0.476115	1	0	0	0	0	2	2
15	10	Male	Hispanic	4	Bachelors+	Private	City	81.355981	90.833709	79.407491	2.757217	0.934287	1.422831	1	0	0	1	1	1	1
14	9	Male	Two-or-more	2	HS	Public	Suburban	60.310961	60.876321	57.61113	2.742797	0.831802	1.094325	1	0	0	0	0	3	2
15	10	Male	Hispanic	1	HS	Public	Rural	75.451527	71.878747	69.444559	2.739963	0.90591	1.083892	1	1	0	0	0	3	2
16	11	Female	Black	4	Bachelors+	Public	City	68.042309	72.806982	66.228383	2.645094	0.865981	0.653796	1	1	1	0	0	1	3
17	12	Male	White	3	Bachelors+	Public	City	76.565255	71.783921	69.142658	2.240211	0.83627	0.988472	0	1	0	1	1	4	1
14	9	Female	White	2	HS	Public	Rural	78.673825	77.43786	77.554767	2.72369	0.923007	0.717124	0	0	0	0	1	3	2
17	12	Female	White	1	<HS	Public	City	57.106317	68.990943	71.290491	2.590192	0.877105	0.759019	1	1	0	0	1	3	4
16	11	Female	Hispanic	1	HS	Public	Suburban	90.856059	82.888715	86.174664	3.426642	0.958625	1.084286	1	0	0	0	0	3	2
17	12	Male	White	3	SomeCollege	Public	Suburban	80.779321	72.348166	69.285601	2.902253	0.920963	1.18904	1	1	0	1	0	2	4
14	9	Male	Black	3	HS	Private	Suburban	100	97.23674	91.732674	4	1	1.309187	0	1	1	1	0	2	5
17	12	Female	Other	3	Bachelors+	Public	Rural	65.982877	62.339884	62.698527	2.061306	0.827653	0.843837	1	1	0	1	1	3	1
16	11	Male	Two-or-more	2	Bachelors+	Private	Suburban	76.203159	80.426634	77.300759	2.914319	0.908578	0.999538	1	0	0	1	0	3	1
15	10	Male	White	3	SomeCollege	Public	Suburban	74.465335	72.381959	74.277092	3.08199	0.870916	0.991552	1	0	0	1	0	1	3
18	12	Female	Black	3	Bachelors+	Public	City	83.6273	78.428605	73.237962	3.484281	0.906178	0.896716	1	1	0	0	0	4	4
18	12	Male	Hispanic	4	SomeCollege	Private	City	69.682456	80.746127	84.780306	3.045015	0.913194	1.071852	1	0	1	1	0	3	2
17	12	Female	Hispanic	2	Bachelors+	Public	Rural	83.931471	85.395383	78.282205	3.632043	0.905228	1.092329	1	0	0	1	1	4	2
14	9	Female	Asian	3	HS	Private	Suburban	73.491186	77.358743	80.822597	2.776058	0.909019	1.0247	0	1	0	0	0	4	3
17	12	Female	Black	1	<HS	Public	Rural	82.359121	78.306475	69.397249	2.969071	0.875272	0.578337	0	0	1	0	1	3	2
14	9	Male	Hispanic	1	<HS	Public	City	91.41817	90.844267	95.428021	3.900087	1	1.246634	1	1	0	0	0	3	3
16	11	Female	Hispanic	3	SomeCollege	Private	Suburban	93.78305	90.517691	85.403115	3.663387	0.954813	0.995311	1	1	0	1	0	4	2
16	11	Female	Hispanic	1	HS	Public	Suburban	72.822785	80.605113	93.168339	3.145645	0.967822	1.194134	1	1	0	0	0	5	2
17	12	Female	Hispanic	3	HS	Public	Suburban	67.692292	71.404746	65.451317	2.516248	0.920476	1.338039	0	0	0	1	1	2	2
18	12	Female	Hispanic	4	SomeCollege	Public	Suburban	74.709299	60.93934	62.169585	2.943537	0.847097	0.991958	1	0	0	1	0	3	1
15	10	Female	Hispanic	2	SomeCollege	Public	Suburban	74.886366	75.1328	69.230194	2.779766	0.909531	1.261113	0	0	0	1	0	3	4
17	12	Female	Hispanic	3	Bachelors+	Public	City	65.12337	78.336889	73.083158	2.647356	0.872474	1.119584	1	0	0	0	0	3	2
17	12	Male	Hispanic	3	SomeCollege	Public	City	58.452225	52.616086	62.23389	1.991263	0.82448	0.340794	1	1	0	1	1	2	1
15	10	Male	White	3	HS	Private	Rural	77.734811	79.279054	77.120551	3.20309	0.926496	1.194584	1	0	0	0	0	4	3
15	10	Male	Black	1	HS	Public	Suburban	77.996016	71.976024	69.393969	2.578336	0.890016	1.348057	1	0	1	0	1	2	1
16	11	Male	Hispanic	3	Bachelors+	Public	City	79.065022	75.240776	72.140471	2.075363	0.856146	0.778425	1	0	0	1	0	3	2
17	12	Female	Hispanic	1	HS	Public	Suburban	77.57875	81.779975	75.888478	3.720678	0.932733	1.321992	1	1	0	0	0	4	2
14	9	Male	Black	4	Bachelors+	Public	Town	69.199021	63.182131	60.851653	2.772487	0.841701	1.248931	1	0	0	1	0	3	4
17	12	Male	Other	2	Bachelors+	Public	City	82.274885	82.574945	83.815322	3.611212	0.927542	1.011261	1	0	0	0	0	4	2
15	10	Male	White	2	Bachelors+	Public	Town	73.84595	67.245391	81.015406	3.483006	0.860832	1.496357	1	1	0	1	0	2	2
17	12	Male	White	3	Bachelors+	Public	City	61.607083	63.884098	65.493268	2.195096	0.855598	0.56334	1	1	0	1	0	1	2
16	11	Male	White	3	HS	Private	City	68.749135	65.254307	66.1938	3.037004	0.845615	0.155606	0	1	0	1	0	4	1
16	11	Female	White	4	Bachelors+	Public	Town	65.464717	71.148525	73.580708	2.392182	0.867954	1.055289	1	1	0	1	0	1	2
14	9	Female	White	1	SomeCollege	Public	City	91.450501	91.045527	88.820021	3.84463	0.963781	1.01255	0	1	1	0	0	3	2
18	12	Male	Asian	3	SomeCollege	Public	City	59.835462	76.194827	77.02316	3.230906	0.868022	1.201894	1	1	0	1	0	3	1
17	12	Female	Black	3	HS	Public	City	64.630691	76.062783	81.25911	2.536135	0.867964	0.568318	1	1	0	0	1	3	2
18	12	Male	Black	1	<HS	Public	Suburban	75.77595	79.886818	64.237907	2.418689	0.869194	1.068288	0	1	0	0	0	1	2
16	11	Male	White	2	HS	Public	City	63.273577	65.820574	74.683776	2.182863	0.828101	1.177106	1	1	0	0	0	2	1
17	12	Female	Hispanic	4	Bachelors+	Public	Suburban	88.733523	83.244361	82.222789	3.368141	0.955702	1.589558	1	1	1	1	0	1	2
14	9	Male	White	4	SomeCollege	Public	Rural	81.745473	66.206049	74.990353	3.290048	0.906284	0.658774	1	1	1	1	0	2	1
15	10	Female	White	3	SomeCollege	Public	Suburban	62.094662	65.051608	62.650588	2.275315	0.889871	0.637888	1	1	1	1	0	3	1
14	9	Female	White	3	HS	Private	Suburban	75.580865	89.962295	81.143425	3.38984	0.960312	0.834505	1	0	0	0	0	3	3
14	9	Male	Hispanic	1	HS	Public	City	64.044543	62.219907	49.405727	2.181444	0.82211	0.34556	0	1	0	0	0	1	2
16	11	Male	Asian	4	Bachelors+	Public	City	75.440715	77.705451	76.185073	3.43084	0.894099	0.770521	1	1	0	1	0	4	2
15	10	Male	White	1	Bachelors+	Public	Town	58.529132	44.867209	57.674957	2.413943	0.798371	0.79367	0	0	0	0	0	4	2
17	12	Male	Asian	4	Bachelors+	Private	Rural	84.27448	82.453879	81.117537	3.003392	0.95008	0.293383	1	0	1	1	0	2	1
17	12	Male	White	2	HS	Public	Suburban	52.683556	70.026526	55.758111	2.806472	0.795582	0.626588	0	0	0	0	1	3	2
17	12	Female	White	1	<HS	Public	Suburban	87.121891	74.202819	75.748493	2.951341	0.922446	0.761639	1	0	1	0	0	1	1
18	12	Male	White	1	HS	Public	Suburban	85.614276	99.844107	82.487851	3.760817	0.953465	1.169282	1	0	0	0	0	3	2
18	12	Male	White	1	<HS	Public	Suburban	55.519488	72.205329	72.455237	2.690577	0.838734	0.63907	1	0	0	0	1	2	3
17	12	Female	Hispanic	2	HS	Public	Suburban	72.479339	75.555512	86.127384	3.033406	0.907603	1.222044	1	1	1	1	0	2	3
14	9	Female	Black	4	SomeCollege	Private	City	78.264279	96.16049	83.900787	3.153581	0.944539	1.069334	1	1	1	0	0	4	4
14	9	Female	Hispanic	4	HS	Private	City	78.91399	94.327243	87.078778	3.115291	0.98846	1.311451	1	0	0	0	0	3	2
17	12	Male	Asian	3	Bachelors+	Public	Rural	76.306305	74.098597	71.645762	2.886325	0.894613	0.978184	0	0	1	1	1	3	1
17	12	Female	Black	3	SomeCollege	Public	City	49.856955	54.013305	49.219463	1.960547	0.776983	0.79627	1	1	1	1	0	5	2
18	12	Male	White	4	SomeCollege	Private	City	67.60018	60.889894	62.298777	2.468632	0.823446	0.315727	1	1	0	1	0	2	1
18	12	Female	Hispanic	4	SomeCollege	Public	Rural	75.464142	81.016824	81.674536	3.285574	0.911287	0.912661	1	1	0	1	1	2	3
16	11	Female	White	3	<HS	Private	City	70.651753	64.608456	71.770717	2.417925	0.847891	0.635446	1	1	0	1	1	4	1
17	12	Female	Hispanic	1	SomeCollege	Public	Town	79.916223	75.911891	68.103853	3.266533	0.915268	1.105809	1	1	1	0	0	1	2
14	9	Female	White	1	HS	Private	City	78.522386	78.61513	74.674917	2.897457	0.922436	0.874251	1	1	1	0	0	2	5
16	11	Female	Hispanic	1	Bachelors+	Public	City	77.229369	87.141694	86.050221	3.153284	0.94647	1.379299	0	0	0	0	0	3	3
14	9	Female	White	1	HS	Public	Suburban	72.971579	83.193315	77.245584	3.358798	0.881664	0.871167	1	0	0	1	0	4	4
18	12	Female	White	1	HS	Public	Suburban	75.911855	78.919254	75.641826	2.607495	0.912716	1.053924	1	1	0	0	0	3	1
14	9	Male	White	3	SomeCollege	Public	Suburban	79.400712	72.7347	67.436757	3.182842	0.910477	0.576256	1	1	1	1	0	1	3
14	9	Female	White	4	HS	Private	Rural	76.180051	88.984241	87.072952	3.43004	0.984529	1.032186	1	1	0	0	0	4	1
18	12	Female	White	4	Bachelors+	Public	Suburban	83.377372	85.274243	80.394261	3.797424	0.967346	1.149358	1	1	1	1	1	3	2
16	11	Male	White	1	HS	Public	Town	78.461016	76.566248	72.583611	3.242364	0.927429	1.554077	1	1	1	0	0	5	1
15	10	Male	Asian	3	Bachelors+	Public	City	72.85469	78.936835	69.932675	3.169535	0.915105	1.070033	1	1	0	1	0	3	1
16	11	Female	Hispanic	2	SomeCollege	Public	City	78.807032	72.150679	76.378634	3.123334	0.884214	1.113709	0	0	0	1	1	3	2
18	12	Female	Black	1	HS	Public	City	83.348919	74.748535	81.267561	3.319139	0.930432	1.29283	1	0	0	0	0	3	2
15	10	Female	White	2	Bachelors+	Public	Town	65.386086	63.053455	58.268618	2.318769	0.840385	1.259596	1	0	0	1	0	4	3
17	12	Male	White	4	HS	Public	Rural	67.047467	55.588781	76.37635	2.974312	0.856374	0.721088	1	0	0	1	0	2	2
18	12	Male	Black	4	Bachelors+	Public	City	83.649045	80.827085	58.578695	2.650881	0.897571	0.830974	1	0	1	0	0	3	3
18	12	Male	White	4	HS	Public	Suburban	85.017483	81.457115	73.999678	3.971786	0.902624	1.424067	1	0	0	0	0	3	1
16	11	Male	White	3	HS	Public	Suburban	89.119331	87.464453	89.656199	3.632456	0.965329	1.230936	1	1	0	1	1	2	3
17	12	Male	Hispanic	1	<HS	Public	City	54.921842	62.887921	53.447812	2.827294	0.834482	0.353671	1	1	0	1	0	3	1
17	12	Female	Black	1	SomeCollege	Public	Suburban	77.901243	72.862447	76.69885	2.878822	0.885353	1.085745	1	1	1	0	0	2	1
14	9	Male	Black	4	HS	Public	Suburban	71.004465	65.500906	65.135424	2.959008	0.875617	0.698572	1	0	0	0	0	1	2
18	12	Female	Hispanic	3	SomeCollege	Public	Rural	77.62271	74.989001	74.461251	3.178891	0.867923	0.981918	1	1	0	1	0	2	1
16	11	Male	Asian	4	Bachelors+	Public	City	72.28547	73.15668	65.549861	3.113798	0.849833	1.01835	1	1	0	1	0	2	3
17	12	Male	Hispanic	1	HS	Public	City	77.815658	79.142848	72.151997	3.037332	0.906007	1.460023	1	0	1	0	1	1	1
18	12	Female	Black	3	HS	Public	Suburban	69.142077	79.125311	72.922636	3.097893	0.900412	0.965457	1	1	1	0	0	4	2
18	12	Female	White	4	SomeCollege	Public	Suburban	73.903999	87.771045	75.260776	3.977198	0.899506	0.903957	1	1	1	0	0	4	2
14	9	Female	Two-or-more	4	HS	Public	Suburban	77.579516	72.860288	73.566377	2.856902	0.888702	1.141504	1	1	0	1	0	4	2
14	9	Female	Black	2	HS	Public	Town	77.354951	80.851735	67.239135	2.914091	0.91228	0.794541	1	1	1	1	0	4	3
15	10	Female	Black	3	SomeCollege	Public	City	58.489263	51.808722	59.422858	2.314325	0.756804	0.627028	1	0	0	0	0	1	1
17	12	Male	White	2	Bachelors+	Public	Rural	67.168162	66.687799	64.824416	2.559653	0.859796	0.659587	1	1	0	1	0	3	3

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