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
18	12	Female	Asian	2	HS	Public	Town	79.83383	87.901963	79.396252	3.595664	0.919408	1.045808	0	1	0	0	0	4	1
18	12	Male	Asian	1	HS	Public	Suburban	61.964631	59.100655	64.056333	2.683387	0.842951	1.288623	0	1	0	1	0	3	2
15	10	Male	Hispanic	1	HS	Public	Rural	71.717053	63.171706	75.453436	2.628513	0.822812	0.628438	0	1	0	0	1	3	1
14	9	Female	Hispanic	3	Bachelors+	Public	City	74.215473	84.586008	78.35257	3.310958	0.900787	1.219398	1	1	0	1	0	4	2
17	12	Male	White	1	<HS	Private	Rural	81.382253	77.92066	80.40976	3.40289	0.943078	1.089497	1	1	0	0	1	4	1
15	10	Female	Black	4	Bachelors+	Public	City	71.033447	68.009496	71.54531	2.580181	0.853981	1.14112	1	0	1	0	0	3	1
17	12	Male	Black	2	HS	Private	City	74.047465	74.930163	65.016136	2.264579	0.912923	1.264954	1	1	1	0	0	2	2
17	12	Female	Hispanic	2	HS	Public	Town	69.210719	68.435519	76.780704	2.731026	0.907135	0.816388	1	1	0	0	0	3	1
17	12	Male	White	3	SomeCollege	Private	Suburban	79.898078	83.450403	81.616592	3.077164	0.96505	1.100612	1	0	0	0	0	1	3
18	12	Female	Hispanic	2	HS	Public	Suburban	68.943788	63.251616	83.375303	2.769482	0.915935	0.780373	1	1	0	1	0	4	1
18	12	Female	White	3	SomeCollege	Private	Rural	89.185969	82.360578	82.98241	3.40407	0.911567	1.350081	1	0	0	0	0	4	1
17	12	Female	Hispanic	2	SomeCollege	Private	Town	72.965584	68.519293	66.600815	2.362869	0.884542	0.889354	0	1	0	0	0	3	2
18	12	Female	White	1	HS	Public	City	76.013098	82.68922	67.73637	2.972697	0.925206	1.278748	1	1	0	0	0	3	3
15	10	Female	Asian	3	Bachelors+	Public	Rural	82.685345	79.301545	93.32336	3.29859	0.95303	1.29437	1	1	0	0	0	2	2
15	10	Female	Black	4	Bachelors+	Public	City	66.253002	54.65613	67.493999	2.649473	0.83627	1.030697	1	1	1	1	0	4	2
14	9	Female	Black	1	<HS	Public	Suburban	71.723107	86.11293	90.042408	3.525977	0.962558	2.066946	1	1	0	0	0	4	2
18	12	Male	White	1	HS	Public	Suburban	94.915315	75.338542	78.77263	2.963265	0.915706	1.511642	1	0	0	0	0	2	3
15	10	Male	Black	1	<HS	Public	Suburban	76.401755	75.858524	77.791851	3.431385	0.901639	0.874628	0	1	0	0	0	4	2
18	12	Male	White	1	HS	Public	Suburban	77.176214	73.389612	76.306866	2.853514	0.906317	0.935668	0	1	0	1	0	4	1
15	10	Male	White	3	SomeCollege	Public	City	80.604515	89.008938	83.716523	3.285529	0.944039	1.056708	1	1	0	0	0	3	2
14	9	Male	Hispanic	3	SomeCollege	Public	Suburban	63.891791	81.943746	83.168153	3.050897	0.917609	1.012025	1	1	1	1	0	2	2
14	9	Female	White	1	SomeCollege	Public	Suburban	90.64522	97.306347	91.553632	3.897618	0.993872	1.558611	0	1	0	1	0	2	2
17	12	Female	White	4	Bachelors+	Private	Rural	74.226287	72.281931	81.237919	2.976909	0.927302	1.340006	1	0	1	1	0	4	1
15	10	Male	Hispanic	3	HS	Public	Suburban	70.563323	67.952089	63.47809	2.844474	0.90962	1.142858	1	0	0	1	0	3	2
15	10	Female	White	3	SomeCollege	Public	Suburban	64.98954	62.745959	68.641066	2.792439	0.880897	0.922529	1	0	0	0	0	4	1
16	11	Male	Hispanic	2	Bachelors+	Public	Town	64.965062	63.003029	65.688433	2.521804	0.888147	0.76283	1	1	0	1	1	3	1
15	10	Female	Black	1	<HS	Public	City	73.72913	67.481086	83.341289	3.359255	0.863847	1.559085	1	0	0	0	0	4	1
14	9	Male	Black	1	HS	Public	Suburban	55.560558	54.937518	58.381496	2.027799	0.784528	0.625038	1	0	0	0	0	3	3
18	12	Male	White	1	<HS	Public	Suburban	68.879628	69.399086	64.892508	2.523249	0.854502	1.022096	1	1	0	0	0	4	3
17	12	Male	Hispanic	1	HS	Public	City	74.740909	79.109243	70.656685	3.755128	0.905196	0.814739	0	1	1	0	0	3	2
14	9	Male	Black	4	Bachelors+	Private	City	67.688656	62.40729	75.284113	2.86425	0.85276	1.035785	1	1	0	0	0	3	1
14	9	Male	Black	1	SomeCollege	Public	Suburban	57.602824	52.40258	56.267029	2.045378	0.78124	0.371065	1	1	0	1	0	2	1
15	10	Male	Hispanic	4	SomeCollege	Public	Rural	64.170017	57.606136	51.896871	2.517492	0.796493	1.00298	1	1	0	0	0	5	3
14	9	Male	White	1	HS	Public	Suburban	51.081728	54.101822	57.081379	1.807027	0.789515	0.624744	1	0	0	0	0	3	3
15	10	Female	Hispanic	4	Bachelors+	Private	Suburban	72.927343	73.958964	66.024259	3.579399	0.894448	0.603596	1	0	0	1	0	4	4
15	10	Female	Black	1	Bachelors+	Public	Suburban	79.670698	73.896162	81.93122	3.217729	0.922234	0.794111	1	1	0	1	0	4	3
15	10	Male	Two-or-more	1	<HS	Public	Suburban	79.905502	83.486875	99.681006	3.680138	0.948983	1.077118	1	1	0	0	0	4	1
14	9	Male	White	1	HS	Private	Rural	100	98.572526	91.203609	3.720544	0.985658	1.343122	1	1	0	1	0	3	2
18	12	Male	White	4	Bachelors+	Public	Suburban	66.783788	61.862229	68.762499	2.891057	0.824951	0.901663	1	1	0	0	1	2	3
17	12	Female	Asian	4	Bachelors+	Private	Suburban	69.945724	78.21518	74.318822	3.049867	0.899088	0.501469	1	0	1	0	0	5	1
15	10	Male	Hispanic	2	SomeCollege	Public	City	61.100871	65.163932	68.821892	2.411046	0.8268	0.451293	1	1	0	1	0	3	2
15	10	Female	Asian	4	Bachelors+	Public	Rural	87.117584	79.041945	90.801574	3.327956	0.963194	0.78449	1	1	0	1	0	5	2
18	12	Female	White	1	HS	Public	Town	92.777236	94.28962	95.552318	3.328747	0.99609	1.350848	1	1	0	0	0	2	2
17	12	Female	White	3	HS	Public	City	67.318264	59.418568	75.766676	2.470988	0.86108	0.955005	1	0	0	0	0	4	1
16	11	Female	White	1	HS	Public	Suburban	65.185159	68.058371	63.848276	2.100876	0.884163	0.556432	1	1	0	0	0	4	3
16	11	Female	Black	4	HS	Public	Suburban	79.662298	86.000737	82.375481	3.03302	0.943997	1.036659	1	0	0	1	0	2	1
15	10	Female	Two-or-more	3	SomeCollege	Public	City	90.667927	94.225472	88.053388	3.646365	0.982002	1.035902	1	1	0	1	0	3	1
15	10	Female	White	4	SomeCollege	Private	Rural	77.798631	70.933978	85.396161	2.91833	0.940497	1.462215	1	1	0	1	0	1	1
15	10	Female	Black	1	<HS	Public	City	71.588656	83.004396	75.593688	2.9227	0.89786	0.715484	1	1	0	1	1	2	1
14	9	Female	White	2	SomeCollege	Public	Suburban	78.688139	74.563658	78.423218	3.088974	0.892986	1.146867	1	0	0	0	0	4	2
16	11	Female	Black	3	SomeCollege	Public	Rural	60.931102	70.364922	64.579368	2.233549	0.851993	0.531871	0	0	0	0	0	4	2
15	10	Female	Hispanic	3	HS	Public	Suburban	70.088253	73.198272	79.405671	2.704174	0.896086	1.128879	1	1	0	1	0	4	2
17	12	Female	Hispanic	3	HS	Public	City	80.143936	65.65587	69.155066	2.966917	0.881589	1.310482	1	1	1	1	0	4	2
18	12	Female	White	2	<HS	Public	City	86.947337	85.04412	90.308014	2.940839	0.93269	0.812094	0	0	0	1	0	3	2
17	12	Male	White	3	HS	Public	Rural	73.579704	68.705718	87.081013	3.319551	0.867957	0.207554	1	0	0	1	0	2	4
16	11	Female	Hispanic	4	Bachelors+	Public	Suburban	90.181085	88.974946	96.267697	3.675353	0.972299	1.07288	1	0	0	1	0	1	2
14	9	Male	White	3	HS	Public	Rural	75.879203	75.065695	82.810358	3.122747	0.928807	1.701267	1	0	1	1	1	2	1
17	12	Male	Hispanic	2	HS	Public	Suburban	60.629919	56.643088	57.229295	2.098063	0.801409	0.558958	1	1	1	1	0	4	4
15	10	Male	Hispanic	3	HS	Public	Rural	62.868197	63.511462	66.99726	2.935708	0.862142	1.28336	1	1	0	0	0	4	1
18	12	Female	Hispanic	1	SomeCollege	Public	Suburban	67.530215	81.5356	65.965935	2.906846	0.900744	1.035907	0	0	1	1	1	4	2
18	12	Male	Hispanic	3	SomeCollege	Public	Suburban	67.280028	60.701963	76.022194	2.529747	0.852786	1.212099	1	1	0	1	1	2	2
17	12	Female	Black	4	HS	Public	Suburban	68.712905	77.088019	71.92168	3.206464	0.902856	1.047425	1	1	1	0	0	2	2
16	11	Female	White	1	<HS	Public	City	74.99858	87.72157	84.894058	3.450804	0.956526	0.896902	1	1	0	1	1	3	2
15	10	Male	Hispanic	1	HS	Public	Suburban	67.26937	69.840042	63.774286	2.163417	0.843664	1.028967	0	1	0	1	0	4	2
16	11	Male	Hispanic	1	HS	Public	City	76.060734	69.738997	65.230969	2.762008	0.877563	1.0929	0	0	0	1	0	4	2
14	9	Female	Hispanic	4	Bachelors+	Private	Rural	76.847533	78.741732	75.597836	2.925933	0.900971	1.649054	1	0	0	1	0	4	2
18	12	Male	Hispanic	3	SomeCollege	Public	Suburban	67.595238	70.783254	75.766713	2.711288	0.905099	0.951664	1	0	0	1	0	5	2
15	10	Female	Two-or-more	4	HS	Public	Suburban	85.905664	81.93426	94.016463	3.828698	0.975493	0.940315	1	0	0	0	0	3	2
18	12	Male	White	1	<HS	Public	Town	70.683914	70.326081	61.893742	3.279324	0.849602	0.863343	1	0	0	0	1	2	3
15	10	Female	Hispanic	3	SomeCollege	Private	City	77.214383	82.985474	89.344089	3.048672	0.93078	1.430336	1	1	0	1	0	3	1
15	10	Female	Other	1	HS	Public	Rural	68.821308	71.277592	72.474472	2.525314	0.919842	1.299794	0	0	0	0	0	3	1
16	11	Male	Hispanic	1	<HS	Public	City	80.888806	79.662841	78.979978	4	0.937614	0.966819	1	0	0	0	1	2	1
18	12	Male	Two-or-more	4	SomeCollege	Private	Rural	87.450242	80.791959	76.050242	3.249046	0.903695	1.107137	1	1	0	1	0	3	2
18	12	Male	Hispanic	1	HS	Public	Rural	81.194322	70.686957	73.394304	3.091338	0.908584	0.764326	1	1	1	0	0	1	2
14	9	Male	White	1	<HS	Public	Suburban	69.830203	75.750817	85.23001	2.753012	0.893511	1.223598	1	0	1	0	0	4	1
15	10	Female	Hispanic	1	HS	Public	Suburban	95.531354	86.427746	92.914156	3.800004	0.977736	1.231459	0	1	0	1	0	4	3
15	10	Male	White	1	SomeCollege	Public	Rural	66.527588	75.98926	59.499138	2.888221	0.861145	0.818708	0	0	0	0	0	4	2
17	12	Female	White	4	HS	Private	Suburban	83.438611	78.075504	77.761714	2.949105	0.910795	1.268319	1	1	0	0	0	3	4
18	12	Male	White	1	<HS	Public	Town	78.208193	61.804135	66.811672	2.46396	0.905952	1.04886	1	1	0	0	0	2	1
17	12	Male	Asian	1	<HS	Public	Suburban	70.326189	83.178449	70.583277	3.349662	0.894075	1.209536	0	1	0	1	0	1	2
17	12	Male	White	2	HS	Public	City	73.861262	85.053827	78.736703	3.539618	0.917875	1.145587	1	1	0	0	1	2	1
15	10	Female	Hispanic	2	HS	Public	Suburban	89.501516	100	92.355054	3.530566	1	1.3405	0	1	0	0	1	3	1
14	9	Female	Hispanic	3	<HS	Private	City	99.202941	92.10976	81.310952	3.581549	1	1.31365	1	0	0	0	0	3	2
15	10	Female	White	1	<HS	Public	Suburban	98.803488	100	93.590393	3.492713	1	1.336568	1	0	1	1	1	3	3
14	9	Female	White	3	SomeCollege	Public	Suburban	58.257294	63.854078	63.74388	2.448587	0.805621	0.919084	1	1	0	1	0	2	1
16	11	Female	Hispanic	4	Bachelors+	Public	City	89.151425	72.567754	77.311083	3.724071	0.952904	1.041315	1	0	1	0	0	5	1
14	9	Male	White	1	<HS	Public	City	81.665558	70.495105	73.31849	2.956016	0.923619	0.773077	0	1	0	0	0	4	2
18	12	Male	White	1	<HS	Private	Rural	72.387243	67.494745	92.283337	2.845565	0.916519	0.644232	1	1	0	0	0	4	1
16	11	Male	White	4	SomeCollege	Public	Rural	63.809037	56.379783	58.771072	1.854053	0.788719	0.529271	1	1	0	1	0	4	1
17	12	Male	Hispanic	2	Bachelors+	Public	City	53.760317	49.033003	51.116702	2.007928	0.795022	0.785064	1	0	0	1	0	2	1
18	12	Female	Hispanic	3	HS	Public	City	83.702519	78.107282	87.184191	3.296905	0.967376	1.058207	1	1	0	1	0	4	2
14	9	Male	Hispanic	1	HS	Public	City	74.428666	86.655518	79.93796	3.350282	0.908309	1.523704	1	0	0	0	0	3	2
17	12	Male	Hispanic	1	HS	Public	Town	88.360293	84.839691	89.687955	3.378555	0.942136	1.305616	0	1	0	1	0	3	2
16	11	Male	Black	4	Bachelors+	Public	City	72.444968	69.16393	76.871488	3.050038	0.926588	0.846745	1	0	0	1	0	3	1
16	11	Male	Hispanic	4	SomeCollege	Public	Suburban	63.030871	64.964115	65.209417	3.241913	0.856148	0.907383	1	1	0	0	0	4	3
15	10	Female	White	1	<HS	Public	Town	82.155783	86.185551	77.026611	3.583868	0.940519	0.972169	1	1	0	1	0	2	3
15	10	Female	White	4	Bachelors+	Public	City	64.164003	65.594535	62.054927	2.605424	0.851473	1.401816	1	0	0	0	0	4	2
15	10	Male	White	3	SomeCollege	Private	Town	73.381056	74.088555	63.190894	2.805019	0.874148	0.370248	1	0	1	1	0	3	2
16	11	Female	Hispanic	3	Bachelors+	Public	Rural	84.014895	77.397828	83.320036	3.032964	0.916264	1.843839	0	0	0	1	0	5	4
18	12	Male	White	3	Bachelors+	Public	Suburban	81.552469	83.6235	86.761654	3.11886	0.950263	0.548507	1	0	0	1	0	3	2

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