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	Female	White	2	HS	Public	Town	80.563711	94.182768	94.208667	3.721534	0.993005	0.925333	1	1	0	0	1	4	1
16	11	Female	Black	1	<HS	Public	Rural	64.950191	75.455972	69.173067	2.943091	0.871147	1.283479	1	0	0	0	0	5	3
14	9	Female	Two-or-more	4	SomeCollege	Public	Suburban	70.029807	69.802568	74.695248	3.019466	0.880873	1.345784	1	0	0	1	0	5	2
18	12	Male	Hispanic	2	HS	Public	Suburban	70.98487	65.423361	78.222885	2.437692	0.875029	1.132314	1	1	0	1	0	4	2
14	9	Female	White	1	SomeCollege	Private	City	66.757722	68.05777	64.952999	2.789	0.862314	0.599254	0	0	0	1	0	3	2
16	11	Male	White	4	SomeCollege	Private	Suburban	72.417917	76.210546	69.418781	2.988929	0.881891	1.153523	1	0	1	1	0	3	2
15	10	Male	Two-or-more	2	<HS	Public	Rural	78.246352	79.595835	77.364816	3.204322	0.913957	1.19793	1	1	0	0	1	3	1
15	10	Male	White	1	SomeCollege	Public	Suburban	82.75459	74.184345	81.069275	2.944709	0.929436	1.27861	1	1	0	0	0	2	2
14	9	Male	Hispanic	4	Bachelors+	Public	Town	85.098999	85.020982	82.820476	3.382138	0.955303	0.701251	1	1	0	1	0	4	3
16	11	Female	Black	2	<HS	Public	Rural	77.250484	69.532803	73.211924	2.613085	0.882571	0.9191	1	1	0	0	1	3	3
17	12	Male	White	3	HS	Public	Suburban	78.837179	75.757947	73.046707	3.251866	0.911252	1.371178	1	0	1	1	0	2	1
16	11	Female	Hispanic	3	Bachelors+	Public	City	87.802133	95.999377	91.973556	4	0.975182	0.643636	1	1	0	0	0	3	1
16	11	Male	White	2	SomeCollege	Public	City	86.819842	89.307158	90.53008	3.399214	0.989558	1.194294	1	0	0	0	1	3	2
17	12	Female	Black	3	SomeCollege	Public	Suburban	88.840889	79.510466	94.06458	3.70525	0.945699	1.666903	1	1	1	0	0	2	1
14	9	Female	White	1	<HS	Public	City	70.634584	63.720949	74.48888	2.808166	0.890032	1.060929	1	1	0	0	0	4	3
16	11	Male	White	4	SomeCollege	Private	City	73.471628	79.688055	79.370893	3.39491	0.936975	0.908193	1	0	1	1	1	5	1
17	12	Male	Hispanic	2	HS	Public	Suburban	69.136098	69.22324	70.338805	2.805914	0.830754	0.664496	0	1	0	0	0	4	3
14	9	Female	White	4	SomeCollege	Private	Suburban	50.69678	55.187956	64.525731	1.867093	0.797662	1.017997	1	0	0	0	0	4	3
18	12	Female	White	3	<HS	Public	Suburban	70.53796	71.166369	67.586607	2.299002	0.899205	1.291392	1	1	0	0	0	4	2
15	10	Male	Black	4	SomeCollege	Public	City	73.910896	68.729999	69.29907	3.152801	0.866777	1.189731	1	1	0	1	0	3	1
18	12	Female	Black	4	Bachelors+	Public	Suburban	97.729159	90.150794	88.169291	3.856663	1	1.044137	1	0	1	0	1	2	3
16	11	Female	White	1	<HS	Public	Suburban	68.947719	78.302542	71.519859	2.822482	0.890821	1.205297	1	0	0	1	0	4	2
18	12	Male	Hispanic	2	HS	Private	City	50.206896	50.403301	51.776169	2.489121	0.792692	0.017243	1	1	0	0	0	3	2
15	10	Female	White	3	SomeCollege	Public	City	68.054584	73.804348	80.197473	3.18873	0.899675	0.933623	0	1	0	0	0	2	2
16	11	Female	Hispanic	4	Bachelors+	Private	City	75.566318	69.319798	71.820624	2.576919	0.885968	0.778818	1	0	0	1	0	3	2
15	10	Female	Hispanic	1	HS	Public	Suburban	96.336177	80.974515	93.401763	3.300559	0.970436	1.239022	1	0	0	1	0	4	3
18	12	Female	Hispanic	1	<HS	Public	Town	75.986215	77.632084	76.289983	2.508273	0.896888	0.608577	0	0	0	0	0	3	1
15	10	Male	White	2	<HS	Public	Rural	63.900773	67.859091	68.640883	2.839632	0.851533	0.69487	1	0	0	1	0	4	1
18	12	Female	Other	4	HS	Public	City	60.381855	57.516113	64.620834	2.939991	0.808497	0.37758	1	1	0	0	0	2	1
17	12	Female	White	4	Bachelors+	Public	Suburban	81.630795	68.055564	72.982588	2.458363	0.916456	0.756898	1	1	0	1	0	5	2
15	10	Male	Hispanic	3	HS	Public	City	87.284253	78.678004	78.641094	3.293376	0.93331	1.312295	1	1	0	0	1	3	3
17	12	Male	White	4	SomeCollege	Public	Suburban	97.147064	88.559669	84.957939	3.930182	0.971768	1.125924	1	1	1	0	0	4	1
17	12	Female	White	2	SomeCollege	Private	Suburban	73.173732	81.152384	81.989791	3.042386	0.929124	1.464231	1	1	0	0	0	3	4
17	12	Male	Other	1	HS	Public	Rural	76.651085	76.678867	75.619855	2.995271	0.92545	1.22927	0	0	0	1	0	2	4
14	9	Male	White	1	<HS	Public	Suburban	70.274607	88.035065	79.245742	3.067393	0.924193	0.706982	1	0	0	0	0	3	3
14	9	Male	Hispanic	3	<HS	Private	Rural	89.522447	93.431849	82.788019	3.513428	0.971646	1.647538	1	1	0	0	1	4	3
16	11	Male	Black	3	HS	Public	Rural	71.69437	58.275498	66.756053	2.781161	0.85716	0.699199	1	0	0	0	0	3	2
14	9	Female	Hispanic	2	HS	Public	Suburban	67.848429	71.939458	66.409864	2.911738	0.853934	0.931656	1	1	0	0	0	3	2
16	11	Female	Asian	3	HS	Public	Suburban	66.680829	66.697486	66.25758	3.104802	0.885401	0.64986	1	0	1	1	0	2	2
15	10	Female	White	4	Bachelors+	Private	City	69.669762	79.479281	76.484543	3.081946	0.930445	0.924643	1	1	0	1	0	3	1
15	10	Female	Hispanic	4	HS	Public	Rural	50.287363	61.418699	75.00838	2.578239	0.862405	0.709696	1	1	1	0	0	2	1
18	12	Male	White	4	SomeCollege	Public	Suburban	73.386819	86.090757	86.53117	2.945558	0.939715	1.361863	1	0	1	0	0	5	3
16	11	Female	Hispanic	1	Bachelors+	Public	Town	88.986593	95.005437	93.437011	3.983075	1	1.5308	1	1	0	1	1	2	3
14	9	Female	Black	2	<HS	Public	Suburban	62.826919	66.765084	63.94664	2.9758	0.848433	0.638155	1	1	1	0	0	4	5
18	12	Male	Black	4	SomeCollege	Public	Rural	59.389845	76.782154	74.827699	2.37692	0.818951	0.395764	1	1	0	1	0	3	1
16	11	Female	White	1	SomeCollege	Public	Town	77.475903	78.44179	73.299124	2.825409	0.918303	0.871646	0	0	0	0	0	3	2
14	9	Female	White	2	HS	Public	City	76.769289	72.623974	66.613935	2.816951	0.877008	1.793626	1	0	0	0	0	2	3
16	11	Female	Hispanic	4	SomeCollege	Public	City	72.559137	69.104122	65.205829	2.693937	0.885782	0.46406	1	0	1	1	0	4	3
16	11	Male	White	1	SomeCollege	Public	City	86.456561	86.911615	81.657864	3.264175	0.966755	0.774509	1	0	0	0	0	4	1
17	12	Male	White	1	HS	Public	City	74.022522	74.795116	75.738852	3.095716	0.919198	0.877494	1	0	0	1	0	2	2
17	12	Male	White	3	SomeCollege	Public	City	90.464421	83.501623	83.332908	3.027512	0.925643	1.613142	1	0	1	0	0	5	1
14	9	Female	Hispanic	3	HS	Public	Suburban	63.963921	69.941449	72.524558	2.934089	0.877031	0.880816	1	1	0	0	1	2	2
14	9	Male	Black	4	Bachelors+	Private	Suburban	81.710976	75.873167	81.187503	3.157924	0.908956	1.206044	1	0	0	1	0	2	4
17	12	Male	White	2	SomeCollege	Public	Suburban	70.287225	66.439731	64.550329	3.402692	0.872393	0.637181	1	1	0	0	1	2	5
16	11	Male	Asian	3	HS	Public	Town	65.995407	64.406006	67.803848	3.174926	0.844298	1.012789	1	0	0	1	0	3	2
14	9	Male	Hispanic	1	Bachelors+	Public	City	67.939304	66.445761	64.237902	2.4912	0.835708	0.07319	1	1	0	1	0	3	2
14	9	Male	White	4	Bachelors+	Public	Suburban	73.850003	84.832193	82.272616	3.040782	0.940987	1.526984	1	1	0	0	0	3	5
15	10	Female	White	1	HS	Public	City	82.123087	81.724696	81.555759	3.103038	0.927676	1.205027	1	1	0	1	0	4	2
18	12	Male	White	1	HS	Public	City	74.927415	72.407354	65.096807	2.698538	0.836548	0.395856	1	0	0	1	0	4	1
14	9	Female	White	1	<HS	Public	Suburban	53.511481	58.388805	63.687395	2.306371	0.82009	0.757792	0	0	1	0	0	4	2
18	12	Male	White	3	HS	Public	Suburban	71.56456	76.038884	63.012174	2.766079	0.906594	0.524505	1	0	0	0	1	4	2
14	9	Female	Hispanic	1	<HS	Public	City	70.919998	74.684434	76.596983	3.399892	0.887232	0.624189	1	1	0	0	0	1	4
16	11	Female	White	4	Bachelors+	Public	Rural	75.192692	72.351975	74.020471	2.575798	0.886974	1.055362	1	1	0	0	0	5	2
14	9	Female	Hispanic	2	HS	Public	Suburban	72.300609	80.674089	82.114132	2.996458	0.918279	1.25992	1	1	0	0	0	1	2
17	12	Male	White	2	<HS	Public	Town	75.122968	68.011521	66.762279	2.391346	0.884789	1.143721	1	0	0	1	0	4	5
16	11	Female	White	1	<HS	Public	City	66.135801	75.4911	82.584537	2.466733	0.924113	1.347622	1	1	0	1	0	2	2
17	12	Female	Hispanic	1	HS	Public	Suburban	78.291425	90.794862	85.710206	3.537593	0.982774	0.96361	1	0	0	1	0	3	1
15	10	Male	Hispanic	1	<HS	Public	Town	88.30469	72.023659	82.462513	3.699857	0.920683	1.3352	1	0	1	0	0	3	2
16	11	Female	Hispanic	2	Bachelors+	Private	Rural	89.780614	88.956575	83.750904	3.370512	0.929376	1.286629	1	1	0	0	0	2	3
18	12	Female	Hispanic	2	Bachelors+	Public	Town	75.897621	76.41751	73.175972	2.957943	0.883791	1.177303	1	0	0	1	0	3	3
15	10	Female	Hispanic	2	HS	Public	Suburban	66.204665	65.554048	69.86148	2.679045	0.873609	1.009753	0	0	0	1	0	3	1
16	11	Female	Hispanic	1	HS	Public	City	77.412338	76.995786	93.554862	3.678002	0.929969	1.049712	1	0	0	1	1	1	2
17	12	Male	Hispanic	2	<HS	Public	City	60.398961	64.812876	68.368161	2.337489	0.831114	1.209296	1	0	0	0	0	2	2
15	10	Female	White	3	<HS	Public	Suburban	68.415084	76.588092	64.883969	2.68299	0.879486	0.211234	1	0	0	0	0	2	3
15	10	Female	Black	4	Bachelors+	Private	Town	81.499717	93.455834	90.195491	3.829728	0.962265	0.768615	1	0	0	1	0	3	2
18	12	Female	White	3	SomeCollege	Public	Suburban	63.919305	61.871482	65.488266	2.563411	0.843883	0.53857	1	0	1	0	1	1	2
15	10	Male	White	2	SomeCollege	Public	City	78.01408	73.469227	72.863591	3.122173	0.89287	0.929558	1	0	0	0	0	3	2
15	10	Female	Hispanic	1	HS	Public	City	63.134684	79.929595	77.88175	3.124216	0.882083	0.814387	1	1	0	0	0	2	2
14	9	Male	Hispanic	2	<HS	Public	Suburban	77.472116	75.51539	75.689244	2.843822	0.904181	1.163633	1	1	0	0	0	2	2
18	12	Male	White	2	HS	Public	Suburban	66.692922	54.229402	55.723395	2.440229	0.803423	0.62096	0	1	0	1	0	4	3
16	11	Female	Black	2	SomeCollege	Private	Rural	68.143339	68.927156	71.637887	2.426212	0.872346	0.595147	1	0	0	1	0	3	3
17	12	Male	Black	1	<HS	Public	Suburban	86.119653	84.368127	75.861278	3.351246	0.9624	1.295351	0	0	0	0	0	5	1
14	9	Female	White	2	HS	Public	Rural	70.212187	66.641898	75.227763	2.420079	0.882188	0.604934	0	0	0	0	0	2	1
16	11	Female	White	1	HS	Public	Suburban	70.079813	64.553179	71.702985	3.072397	0.866781	0.875354	1	1	0	1	1	3	3
16	11	Male	White	4	SomeCollege	Public	Rural	62.2408	69.435543	56.990069	2.877357	0.856414	1.069755	1	0	0	1	0	4	1
16	11	Male	White	4	Bachelors+	Private	Rural	68.220812	63.102956	68.021722	2.703414	0.862833	0.916487	1	1	0	0	0	4	3
16	11	Female	Hispanic	2	<HS	Public	Rural	59.122917	56.949427	57.670029	2.350148	0.802591	0.440948	1	1	0	0	0	5	3
15	10	Female	Hispanic	4	SomeCollege	Private	Rural	90.328993	83.206707	93.244422	3.438934	0.970505	1.202503	1	1	0	1	0	2	3
16	11	Male	Asian	4	Bachelors+	Public	Suburban	78.775142	68.826319	71.511324	2.755579	0.91296	0.432736	1	1	1	1	0	3	1
14	9	Female	White	4	Bachelors+	Private	City	74.996721	67.174066	71.634736	2.609412	0.892994	0.219835	1	1	1	1	0	4	2
17	12	Female	White	2	SomeCollege	Public	Suburban	70.650911	71.440805	68.189755	2.949642	0.863391	0.914669	1	0	0	0	0	3	1
14	9	Female	White	1	SomeCollege	Public	Town	88.597455	85.714376	84.87839	3.148101	1	1.659217	0	1	0	1	0	3	3
14	9	Female	Asian	3	HS	Public	Suburban	70.201399	69.948914	70.762494	2.280875	0.871343	1.195052	1	1	0	0	0	3	2
17	12	Male	White	1	<HS	Public	Suburban	62.752443	70.706702	64.247396	2.52623	0.852924	0.981597	0	0	1	0	0	1	2
15	10	Male	Hispanic	1	HS	Public	City	72.655981	70.975896	78.056388	2.964201	0.911292	1.26145	1	1	1	0	0	1	2
14	9	Male	Hispanic	4	HS	Public	Town	87.003789	85.328676	80.450849	3.09926	0.948213	1.883614	1	1	1	1	0	4	2
17	12	Female	Black	2	SomeCollege	Public	Suburban	65.678112	77.038147	72.272913	2.974615	0.890321	0.550321	1	0	0	1	0	3	1
14	9	Female	White	3	<HS	Public	City	79.087923	81.389779	71.006631	2.800672	0.91365	1.134294	1	0	0	0	0	3	2
18	12	Female	White	1	HS	Public	City	67.791956	78.100462	61.680636	2.963454	0.836145	1.120422	1	1	0	1	0	3	2
18	12	Female	White	4	Bachelors+	Public	City	54.745813	63.450314	63.917888	2.36031	0.830717	0.226301	1	1	0	1	0	2	1

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