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	Hispanic	1	<HS	Public	Suburban	82.14104	79.135202	74.561433	2.929409	0.946851	1.052199	0	1	0	0	0	4	2
14	9	Male	White	3	SomeCollege	Public	Suburban	80.121027	75.455829	74.981387	3.251998	0.915181	0.707799	1	0	1	1	0	2	2
17	12	Male	Two-or-more	2	HS	Public	Suburban	94.844331	81.025167	88.950642	3.408642	0.963781	1.4177	1	1	1	0	0	2	1
18	12	Male	Hispanic	1	SomeCollege	Public	Town	88.383008	86.960982	92.439707	3.392648	0.967222	1.129241	0	1	0	1	1	3	2
16	11	Female	Hispanic	4	Bachelors+	Public	Suburban	89.339447	79.117002	84.987264	4	0.978075	1.262951	1	1	1	1	1	4	2
18	12	Male	White	1	SomeCollege	Public	City	73.932599	71.540538	71.722365	2.300646	0.914521	1.048783	0	0	0	0	0	1	4
15	10	Female	Hispanic	3	HS	Public	Suburban	58.233892	65.010885	67.131002	2.869203	0.845916	0.981357	1	0	0	0	0	4	4
14	9	Female	White	1	HS	Public	Suburban	81.741079	75.482333	79.942653	3.691728	0.92081	0.752802	1	1	0	1	0	3	2
14	9	Male	White	1	SomeCollege	Public	Rural	75.162116	80.505699	66.400774	2.804331	0.868229	0.920216	1	1	0	0	0	2	3
18	12	Male	Hispanic	2	HS	Public	Rural	81.124701	80.127985	84.176224	3.337564	0.922103	1.126538	1	1	0	1	0	2	2
14	9	Male	White	2	SomeCollege	Public	Rural	91.794947	81.044055	96.481169	3.450697	0.985615	1.538226	0	1	0	0	0	4	3
18	12	Male	Black	2	HS	Public	City	96.806295	95.149391	100	4	1	1.452833	1	1	0	1	1	3	2
18	12	Male	Asian	3	HS	Public	Rural	79.648288	85.152076	67.701643	3.116409	0.868667	1.40799	1	0	0	0	1	5	3
14	9	Female	Hispanic	3	SomeCollege	Private	Suburban	76.019774	79.309658	84.67131	3.123461	0.932665	1.016375	1	0	0	1	1	4	3
14	9	Male	White	1	<HS	Public	Town	68.731883	69.673406	67.174802	2.728392	0.837778	1.179226	1	0	0	1	0	4	2
16	11	Male	White	1	HS	Public	City	77.624251	71.497577	71.291891	2.935981	0.887073	1.143467	0	1	0	1	0	2	1
14	9	Female	Hispanic	2	SomeCollege	Public	City	58.246961	69.271645	65.226643	2.651168	0.814773	0.591631	0	1	0	0	0	2	2
17	12	Male	White	1	HS	Public	City	76.782219	74.224433	81.354353	2.800827	0.918827	0.779205	1	0	0	0	1	2	2
15	10	Female	White	2	<HS	Public	Rural	75.040934	77.212254	75.729538	2.786121	0.872781	0.960809	1	0	0	0	0	2	1
17	12	Male	White	4	HS	Public	Suburban	74.12113	78.325628	74.43165	2.650348	0.91919	0.635539	1	1	1	0	0	3	3
17	12	Female	White	4	HS	Public	Suburban	70.57	67.144495	73.556995	2.669344	0.838036	1.273599	1	0	0	0	0	2	1
18	12	Male	Hispanic	2	SomeCollege	Public	Suburban	74.768726	71.087636	76.376386	2.948359	0.894656	0.32394	1	1	0	1	0	4	1
17	12	Male	White	4	Bachelors+	Public	City	71.739125	65.363948	62.941963	2.910674	0.837783	0.609908	1	0	0	1	0	4	1
18	12	Male	White	2	SomeCollege	Private	Rural	70.892758	74.639703	76.891603	2.824957	0.89862	0.887794	1	1	0	1	0	2	2
17	12	Female	Hispanic	1	<HS	Public	Rural	76.835646	81.143405	73.14669	3.060133	0.909439	1.41378	1	1	0	0	1	2	3
15	10	Female	White	4	SomeCollege	Public	Rural	95.921858	96.382002	94.223016	4	1	1.519742	1	0	0	0	0	4	1
15	10	Male	Black	4	SomeCollege	Private	Town	82.214206	81.073684	81.303188	3.163814	0.94706	1.172192	1	1	0	0	0	3	1
14	9	Female	White	4	SomeCollege	Public	Suburban	93.040084	87.854119	97.809427	3.459376	0.97591	1.107795	1	1	0	1	0	3	2
18	12	Female	Black	1	HS	Public	Rural	85.051058	87.660004	76.151125	3.491925	0.961049	0.93626	1	1	0	1	0	2	1
16	11	Male	Hispanic	1	SomeCollege	Public	Suburban	52.461245	66.146556	68.138987	2.559072	0.821543	0.643708	0	1	0	0	0	2	3
16	11	Female	Black	2	Bachelors+	Public	City	56.786443	64.055045	74.383402	2.523375	0.837068	1.015241	1	0	1	1	0	3	1
17	12	Male	Hispanic	2	HS	Public	Town	73.01574	84.74508	68.781986	3.213418	0.900884	0.921763	1	1	1	0	0	2	2
14	9	Female	Black	2	HS	Public	Town	64.063368	76.51882	59.672495	2.413077	0.879035	0.809747	1	1	0	0	0	1	1
17	12	Female	White	4	SomeCollege	Public	Rural	67.538799	79.167737	62.332065	2.407762	0.880289	0.909368	1	0	0	1	0	3	1
14	9	Female	Hispanic	1	HS	Public	City	79.51966	80.827561	74.208845	2.578491	0.921473	1.457639	1	0	0	0	0	3	2
16	11	Male	White	4	Bachelors+	Public	Suburban	90.681811	90.320307	92.688331	3.853908	0.952097	1.604588	1	0	0	1	0	2	1
17	12	Female	White	4	<HS	Public	City	74.219959	63.847279	68.851222	2.522585	0.86741	1.807474	1	1	0	0	0	3	3
14	9	Male	Hispanic	4	Bachelors+	Public	Town	42.253358	54.950787	47.848303	1.846058	0.747678	0.471244	1	1	1	0	0	3	1
16	11	Female	Hispanic	3	SomeCollege	Public	City	76.112921	82.085447	72.606245	2.885962	0.928799	0.977811	1	1	0	0	0	2	2
16	11	Male	Asian	4	<HS	Private	Suburban	67.081278	65.955073	69.152263	3.421072	0.854979	0.4148	1	0	0	0	0	3	2
18	12	Male	Black	1	HS	Public	Rural	79.602712	80.052024	82.596385	3.361882	0.902792	0.681824	0	0	1	0	1	2	2
18	12	Male	Black	3	Bachelors+	Public	Suburban	85.413509	86.804767	87.471281	2.890906	1	1.286087	1	0	0	1	0	2	2
18	12	Male	Black	4	HS	Public	Suburban	66.172033	65.950752	73.560986	3.119811	0.883751	0.92214	1	0	0	1	1	5	4
17	12	Female	White	2	HS	Public	Suburban	67.877244	69.897337	75.644716	3.063922	0.879268	1.335288	1	1	0	0	1	1	2
18	12	Male	Black	2	SomeCollege	Public	Suburban	60.56463	67.242094	62.467881	2.474593	0.858974	0.909941	0	0	0	0	0	3	2
15	10	Female	White	2	Bachelors+	Public	Rural	89.876377	85.942508	85.76985	3.389509	0.979519	1.394936	1	1	0	0	1	2	1
14	9	Female	Hispanic	3	SomeCollege	Public	Suburban	68.556325	80.77323	60.707017	2.929774	0.865736	0.440087	1	0	0	0	0	1	1
18	12	Female	Asian	3	Bachelors+	Public	City	70.254934	69.25522	76.862186	3.287479	0.903484	0.582597	0	0	0	1	0	3	2
17	12	Male	Asian	2	SomeCollege	Public	City	90.021893	77.246997	72.620645	2.925012	0.910373	1.029639	0	0	1	0	0	3	3
17	12	Male	White	1	HS	Public	Town	80.541345	88.348031	80.542999	3.161813	0.92092	1.33624	1	1	0	0	0	5	3
15	10	Female	White	3	SomeCollege	Public	Rural	70.808463	70.096889	73.13251	2.964294	0.89528	0.559446	1	0	0	0	0	3	2
17	12	Male	White	3	HS	Public	Suburban	57.885453	61.908254	65.93235	2.549398	0.821006	0.797903	1	1	0	0	0	4	2
17	12	Male	Hispanic	2	SomeCollege	Public	Rural	84.227141	73.310811	90.847265	3.386729	0.938464	1.262714	1	1	0	0	1	4	2
16	11	Male	White	1	HS	Public	Suburban	56.712348	68.65541	74.999024	3.085007	0.888517	0.95789	1	1	1	0	1	3	3
15	10	Male	Two-or-more	3	SomeCollege	Public	Suburban	76.743182	78.510906	75.286592	2.915037	0.862927	0.808515	1	1	0	1	0	4	2
18	12	Female	White	1	<HS	Public	City	50.733556	61.819463	54.394971	2.485732	0.842069	0.684128	0	0	0	0	0	3	4
18	12	Female	Hispanic	2	Bachelors+	Public	Suburban	70.531538	80.374832	79.436021	2.364277	0.918829	0.846073	1	0	1	0	0	3	3
18	12	Female	Asian	1	SomeCollege	Public	Town	78.035516	80.386858	77.721039	2.843525	0.886279	0.972911	1	0	0	1	0	4	1
16	11	Male	Hispanic	4	Bachelors+	Private	Suburban	61.055298	70.714124	74.460448	2.656587	0.922967	1.066143	1	0	0	0	0	2	4
17	12	Female	Hispanic	4	<HS	Private	Town	75.647087	77.554763	76.959402	2.635307	0.894946	0.705034	1	1	1	0	0	4	2
14	9	Female	White	3	SomeCollege	Private	Suburban	68.575446	66.021582	77.948971	3.000745	0.850345	0.583698	1	0	0	0	0	4	1
16	11	Male	White	2	HS	Public	City	75.732945	74.54966	79.441425	3.352628	0.899561	1.049487	1	1	1	0	1	1	3
16	11	Female	Hispanic	1	<HS	Public	Suburban	78.326547	71.593531	74.527511	3.380048	0.864808	0.922092	1	0	0	1	0	1	3
17	12	Female	Two-or-more	4	Bachelors+	Public	Suburban	81.174329	85.690018	86.903234	3.34817	0.941416	1.12423	1	1	0	1	0	2	1
17	12	Male	White	3	Bachelors+	Public	City	55.794926	65.955024	58.69105	2.473129	0.819015	0.33756	1	0	0	1	0	2	1
18	12	Female	Other	1	SomeCollege	Public	Suburban	84.264066	80.657178	86.307832	3.167934	0.964749	1.196733	1	0	0	0	1	2	2
18	12	Male	White	2	<HS	Public	Suburban	58.672459	63.185461	53.37329	2.474818	0.801414	0.207146	0	0	0	0	1	1	4
14	9	Male	White	2	Bachelors+	Public	Suburban	65.111893	68.180035	68.828362	3.120946	0.867318	0.923438	1	1	0	1	0	3	1
14	9	Male	Hispanic	4	HS	Public	City	85.104665	78.998764	78.454378	3.548506	0.939149	0.841984	1	0	0	1	0	1	3
15	10	Female	White	2	<HS	Public	Suburban	81.932542	76.86578	82.518383	2.903868	0.896664	1.13882	1	0	0	0	0	3	1
16	11	Female	White	3	HS	Private	Suburban	78.28034	78.006981	83.095002	3.343079	0.931281	1.096868	1	1	0	0	0	1	3
18	12	Female	White	3	HS	Public	Suburban	93.868386	98.065857	100	3.514931	1	1.398203	1	1	0	0	0	1	1
16	11	Female	White	2	HS	Public	Rural	75.84921	78.577163	68.422128	2.614461	0.85423	1.230421	1	1	1	1	0	3	2
18	12	Male	Hispanic	1	<HS	Private	Rural	75.271459	73.58224	79.215448	2.708532	0.947128	1.104363	1	0	1	0	1	3	2
17	12	Male	White	1	HS	Public	City	93.221747	90.451372	84.006597	3.401758	0.965491	1.106774	0	1	0	0	0	2	2
14	9	Female	Asian	1	<HS	Public	Suburban	85.067615	74.59038	76.765427	3.507751	0.931856	1.526103	1	0	0	0	0	2	3
14	9	Male	Hispanic	2	HS	Public	City	76.561518	73.643269	64.571524	2.97665	0.872526	0.844105	1	1	0	0	0	2	3
18	12	Male	Hispanic	1	<HS	Public	City	70.341992	79.749487	78.086831	2.732163	0.884041	1.136356	1	1	0	0	1	2	2
17	12	Male	White	4	SomeCollege	Public	City	82.068335	83.013359	69.408259	3.274491	0.886941	1.109005	1	1	0	1	1	3	2
17	12	Male	Two-or-more	4	Bachelors+	Public	Rural	68.683967	77.843233	65.04799	2.612421	0.834517	0.695346	1	1	1	1	0	2	2
18	12	Male	White	4	SomeCollege	Private	City	68.171861	78.223272	75.313852	2.744401	0.873592	1.336228	1	0	0	1	0	2	2
15	10	Female	Hispanic	4	SomeCollege	Public	Suburban	75.811701	65.424879	70.766064	2.908684	0.885992	1.265229	1	1	0	0	0	2	3
17	12	Male	Hispanic	3	<HS	Private	Rural	73.494685	72.790493	75.845411	3.356629	0.88193	1.14843	1	1	0	0	1	4	3
16	11	Female	Hispanic	2	HS	Private	Town	69.734813	82.447606	71.733066	3.154397	0.90417	1.074343	1	0	0	0	0	4	4
18	12	Male	Hispanic	1	<HS	Public	City	65.45725	78.867628	69.893522	2.72867	0.864752	0.874237	1	1	1	0	1	3	2
17	12	Female	Black	3	SomeCollege	Public	City	84.171703	81.174248	69.151035	3.471347	0.948776	1.517263	1	0	0	0	1	2	2
16	11	Female	Asian	4	SomeCollege	Public	Suburban	74.691058	77.824027	95.704202	3.123389	0.952402	1.216131	1	0	0	0	0	5	3
14	9	Female	White	4	Bachelors+	Public	Town	76.316011	86.902027	95.38783	2.936182	0.942784	1.024036	1	1	0	1	0	4	1
16	11	Male	White	2	SomeCollege	Public	City	62.746817	68.049107	56.432217	2.160011	0.8643	0.975833	1	1	0	0	0	4	4
17	12	Male	Black	2	HS	Public	Suburban	62.374036	67.712342	62.530711	1.997151	0.846915	0.927692	0	0	1	0	0	4	1
15	10	Male	White	2	SomeCollege	Public	City	75.742088	64.173276	76.818818	3.080109	0.8905	0.972866	1	0	0	1	0	4	2
16	11	Female	White	3	SomeCollege	Public	City	43.669758	69.421698	59.353058	2.711523	0.834483	0.823609	1	0	0	1	0	3	2
18	12	Male	White	3	SomeCollege	Private	Rural	79.0126	79.680242	69.359802	3.13147	0.885521	0.611434	1	1	1	1	0	1	3
17	12	Male	Black	4	Bachelors+	Public	Rural	74.494589	70.489185	66.04476	2.851473	0.891988	0.543013	1	1	1	0	0	1	3
15	10	Male	White	4	HS	Public	Suburban	66.751886	73.343392	71.259004	2.694741	0.847952	0.94983	1	1	0	0	1	3	3
15	10	Female	Black	3	HS	Public	Rural	54.351607	67.480464	73.905795	2.298313	0.862839	0.608432	1	0	0	0	0	3	2
14	9	Male	Asian	1	<HS	Public	City	75.529557	78.227966	77.450102	3.554388	0.946819	0.396614	0	1	0	0	0	2	1
15	10	Female	Two-or-more	3	<HS	Public	Rural	65.671246	58.234618	57.269558	2.298634	0.792228	0.896148	1	1	0	0	0	4	3
18	12	Male	White	4	Bachelors+	Public	Rural	75.702812	65.817779	71.47912	2.592207	0.899388	1.543613	1	1	0	0	0	2	4
18	12	Female	White	4	Bachelors+	Private	Suburban	66.777099	56.164952	54.771562	2.56192	0.820855	0.906014	1	0	0	1	0	3	2

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