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	Hispanic	4	<HS	Private	Town	58.082703	57.102542	61.904095	2.237395	0.827248	0.459495	1	1	1	0	0	3	2
16	11	Male	White	1	Bachelors+	Private	Suburban	90.993809	89.864822	88.96511	3.572291	0.965115	1.20222	1	1	0	1	0	1	2
14	9	Male	Black	2	SomeCollege	Private	Suburban	83.792628	77.798379	86.939398	3.18107	0.901061	1.032943	1	1	0	1	1	3	1
17	12	Female	Hispanic	4	HS	Public	City	85.590441	89.375061	93.059407	3.822417	0.957433	1.053863	1	1	0	1	0	2	1
14	9	Female	White	2	<HS	Public	Town	76.894913	88.476072	81.560451	3.056916	0.939754	0.742048	1	1	0	0	1	1	1
14	9	Female	Hispanic	4	SomeCollege	Private	Suburban	85.580476	81.007411	78.742611	3.301084	0.934976	1.113126	1	1	0	1	0	3	3
15	10	Female	Hispanic	3	Bachelors+	Public	Rural	63.148839	69.826994	76.479626	2.754222	0.86669	0.611135	1	1	0	1	0	2	4
17	12	Male	Hispanic	2	SomeCollege	Public	Suburban	76.26261	75.333473	74.953885	3.062333	0.893899	1.29747	1	1	1	1	0	1	1
16	11	Female	Asian	3	HS	Public	Suburban	67.106337	64.590846	56.401365	3.208986	0.779195	0.652715	1	0	0	0	0	3	3
17	12	Male	Hispanic	2	Bachelors+	Public	Suburban	74.97617	71.748397	75.001215	2.681724	0.936577	1.244546	1	1	1	1	0	2	3
16	11	Female	Hispanic	1	<HS	Public	Suburban	78.496135	80.692297	86.39815	2.938249	0.913779	1.186617	1	0	0	0	0	4	3
16	11	Female	Black	1	<HS	Public	City	63.948664	57.770266	64.392076	2.620389	0.815334	0.931127	1	1	1	0	0	1	1
14	9	Female	White	1	HS	Public	Suburban	69.759285	53.975334	71.451855	3.108717	0.850145	0.793153	1	0	0	1	0	2	2
15	10	Male	White	1	<HS	Public	Suburban	64.290158	81.914546	65.373885	2.832439	0.867279	0.690496	1	1	0	1	0	3	3
17	12	Female	Black	4	SomeCollege	Public	Town	82.725898	79.105629	82.613341	3.37506	0.93714	1.76077	1	1	0	0	0	4	2
15	10	Male	Two-or-more	1	HS	Public	Rural	78.449184	71.362217	86.404998	2.9761	0.923235	1.42593	1	1	0	0	0	3	2
14	9	Female	White	4	Bachelors+	Private	Rural	78.649765	69.473315	79.728899	3.006791	0.902352	1.131583	1	0	0	1	0	4	2
18	12	Female	Black	1	HS	Public	Suburban	63.411778	62.85305	69.347468	2.351901	0.867348	0.892833	1	1	1	1	0	3	1
16	11	Male	Black	4	SomeCollege	Public	City	86.025089	85.112212	86.187971	3.953858	0.994341	1.464469	1	0	0	0	0	2	1
14	9	Male	White	1	<HS	Public	Suburban	78.516646	74.388555	67.820943	2.86034	0.898427	0.902015	0	1	0	0	0	3	1
17	12	Female	White	3	SomeCollege	Public	Rural	83.322255	72.454885	76.923184	3.788547	0.934375	1.086664	1	1	0	1	1	3	4
17	12	Female	White	2	<HS	Public	City	93.109897	90.326377	91.359808	4	1	1.464422	1	1	1	0	1	1	4
17	12	Male	Two-or-more	1	SomeCollege	Public	Suburban	63.41234	76.350951	58.137792	2.356363	0.843995	0.70273	0	0	1	1	1	3	1
16	11	Female	White	2	<HS	Private	Rural	72.635477	74.135704	75.394171	3.071933	0.899932	1.304264	1	1	0	0	0	3	3
17	12	Male	Hispanic	2	SomeCollege	Public	Suburban	76.495739	61.71076	81.942077	2.798034	0.896743	1.141715	1	1	0	0	1	4	3
17	12	Male	Hispanic	3	Bachelors+	Public	Suburban	75.208468	73.960983	68.66985	2.705681	0.889056	1.327189	1	1	0	1	1	3	2
14	9	Female	White	1	<HS	Public	Rural	73.146649	72.69927	70.021013	3.385343	0.903295	0.837495	1	0	0	0	0	2	2
18	12	Male	Hispanic	4	HS	Private	City	75.9759	72.482819	78.174862	2.864956	0.890994	1.380927	1	0	0	0	1	1	3
17	12	Male	White	4	HS	Public	City	87.969282	85.406734	92.268761	3.31304	0.9761	1.024225	1	0	0	0	0	3	1
15	10	Female	Hispanic	4	SomeCollege	Public	Town	70.70194	63.622286	66.025351	2.302123	0.874365	1.217101	1	1	0	1	1	2	1
14	9	Male	Hispanic	1	HS	Public	Town	66.227417	65.570375	57.164719	2.102525	0.864459	0.49313	1	0	0	1	1	2	2
17	12	Female	Asian	4	Bachelors+	Public	Rural	69.864665	73.574817	74.223872	2.928545	0.889143	1.208705	1	1	0	1	1	3	4
18	12	Female	Black	3	SomeCollege	Public	Suburban	63.453865	64.211291	66.665315	2.735242	0.829375	1.007571	1	1	0	0	0	4	2
18	12	Male	Two-or-more	2	SomeCollege	Public	Suburban	61.851089	61.01867	67.609952	2.149455	0.837101	0.546877	0	0	1	1	1	3	3
14	9	Male	White	2	HS	Public	Suburban	81.632487	74.751755	79.500107	3.134972	0.895346	1.033779	1	0	0	0	0	2	1
14	9	Female	Other	1	HS	Public	City	83.095564	81.54483	83.878088	3.666477	0.927264	1.275043	0	0	1	0	0	2	2
17	12	Female	Two-or-more	1	<HS	Public	City	61.968205	66.951954	66.937871	2.357068	0.854952	0.551618	1	1	0	0	0	2	3
18	12	Male	Black	3	Bachelors+	Public	City	67.912473	75.098785	67.661409	3.054243	0.885679	0.77973	1	0	0	0	0	1	3
16	11	Male	Other	4	HS	Public	Suburban	66.155515	59.68707	58.397098	2.602368	0.833361	0.820923	1	1	0	0	0	4	1
15	10	Female	White	1	HS	Public	Suburban	84.315621	75.845509	74.843376	3.180031	0.900555	1.122318	1	0	0	0	1	2	3
16	11	Female	Hispanic	2	SomeCollege	Public	Suburban	84.243928	83.065824	74.222475	2.840939	0.908723	0.897421	0	0	0	1	0	5	1
15	10	Female	Hispanic	2	HS	Public	City	71.503456	74.376027	74.471397	2.9839	0.901535	0.680637	0	1	0	1	0	4	3
15	10	Female	White	3	SomeCollege	Public	Suburban	73.476273	88.210262	89.901878	3.573367	0.930715	1.27493	1	1	0	0	0	3	3
16	11	Female	White	3	HS	Public	Suburban	65.546972	62.178888	61.94799	1.982717	0.859787	0.638386	1	1	0	0	0	3	1
14	9	Male	Black	4	Bachelors+	Public	Town	66.492264	80.089419	63.816693	2.975887	0.877247	1.170185	1	1	0	1	0	3	3
15	10	Female	White	4	Bachelors+	Public	Suburban	69.515543	72.060953	83.731615	3.013985	0.909338	1.076207	1	1	0	1	0	3	1
17	12	Female	Two-or-more	1	SomeCollege	Public	Suburban	81.51933	91.392568	75.733299	3.23696	0.950139	0.54229	1	0	0	1	0	1	3
14	9	Female	Hispanic	3	HS	Private	Town	78.339543	92.073128	94.944449	3.037888	0.975503	1.258353	1	1	0	1	0	2	2
14	9	Female	Black	3	SomeCollege	Public	Rural	79.542857	75.016247	81.374348	2.783502	0.921248	0.870381	1	1	0	0	0	3	1
17	12	Male	Black	4	SomeCollege	Public	City	73.777463	76.127945	76.093535	3.391668	0.887836	0.16123	1	0	1	0	0	2	2
15	10	Female	White	4	<HS	Public	City	89.737788	83.989246	84.399882	3.061232	0.979523	1.173959	1	0	0	0	0	4	2
17	12	Female	Black	1	<HS	Public	Suburban	74.055503	72.504609	61.903035	3.079285	0.860153	0.614676	1	1	0	0	0	4	2
14	9	Male	White	2	SomeCollege	Private	City	88.125469	83.984263	89.475785	3.838501	0.938592	1.529764	1	0	0	0	0	2	1
17	12	Female	Hispanic	1	HS	Public	City	56.716102	55.698946	65.812911	2.79481	0.856301	0.502814	1	0	1	0	0	3	2
15	10	Female	White	4	Bachelors+	Public	City	79.318935	84.073211	83.736056	3.748917	0.946627	0.828703	1	0	0	1	0	2	1
14	9	Female	Hispanic	2	SomeCollege	Public	Suburban	86.814911	87.08147	87.61471	3.395329	0.967551	1.767245	1	1	0	0	0	3	2
15	10	Female	Asian	1	HS	Public	City	64.347851	76.042023	67.722785	2.426478	0.906183	0.99764	1	0	1	0	0	4	2
18	12	Male	Hispanic	3	SomeCollege	Private	Rural	71.773722	82.091751	82.656487	3.861609	0.933591	1.139228	1	0	0	0	0	1	1
15	10	Male	White	1	HS	Public	City	68.288952	79.442191	78.635576	3.430803	0.955659	0.857011	0	1	0	0	0	3	2
18	12	Female	Hispanic	3	HS	Private	Suburban	54.998524	58.268459	56.46557	2.408176	0.822325	0.451424	1	1	0	0	0	3	3
16	11	Male	Asian	1	HS	Public	Suburban	76.873159	74.267718	81.543981	3.257246	0.914473	1.244863	1	0	0	0	1	3	4
17	12	Female	White	4	HS	Public	City	65.689315	67.248316	72.624088	2.570206	0.867366	0.797602	1	1	0	1	0	4	2
18	12	Female	Black	3	<HS	Public	City	52.727489	60.946719	62.808216	2.037691	0.825	0.596721	1	1	0	0	1	4	1
14	9	Female	Hispanic	4	SomeCollege	Public	City	68.456677	74.274797	74.048579	2.46378	0.895596	1.342131	1	0	0	0	0	1	1
17	12	Female	White	4	Bachelors+	Public	Suburban	70.1571	74.324273	69.201337	2.669115	0.878859	0.677369	1	0	0	1	0	5	1
16	11	Female	Two-or-more	4	SomeCollege	Public	City	79.441089	71.859658	75.255747	2.981771	0.922878	1.18693	1	0	1	1	0	4	1
14	9	Male	White	2	HS	Public	City	64.541316	68.824607	66.391063	2.716069	0.813076	0.685209	1	0	1	0	0	4	2
17	12	Male	White	3	Bachelors+	Public	Suburban	78.632556	77.060694	70.270929	3.527424	0.902022	1.071584	0	0	1	0	0	3	1
15	10	Male	Hispanic	3	SomeCollege	Private	City	55.051284	69.862558	60.224244	2.293124	0.782925	0.63911	1	1	0	0	0	4	3
17	12	Female	White	2	<HS	Public	Town	77.922188	72.314914	78.181496	3.387452	0.898706	0.478752	0	1	0	0	0	3	3
15	10	Female	White	3	Bachelors+	Private	Suburban	75.516536	73.885937	80.667882	2.983147	0.88272	1.515459	1	0	0	0	0	4	2
18	12	Female	Asian	2	Bachelors+	Public	City	82.701637	84.223576	88.727289	3.021202	0.944055	1.219248	1	0	0	1	0	4	1
15	10	Male	White	4	Bachelors+	Public	City	82.870572	65.558773	82.22589	2.995865	0.916645	1.330776	1	1	0	1	1	2	1
16	11	Male	White	3	SomeCollege	Private	Suburban	51.838146	49.510544	59.864514	1.86591	0.78625	0.169944	1	1	0	1	0	4	2
15	10	Male	White	3	SomeCollege	Public	Suburban	93.046903	97.777864	83.172566	4	0.968329	1.022282	1	1	0	1	0	4	1
15	10	Male	White	1	<HS	Private	City	61.118177	63.715339	68.539383	2.250667	0.847437	0.8772	1	1	0	1	0	3	2
17	12	Female	White	2	SomeCollege	Public	City	69.609302	77.216929	63.570263	3.066558	0.850827	0.972494	1	0	0	1	1	2	2
18	12	Male	White	2	SomeCollege	Public	Suburban	69.180555	75.2957	78.48586	2.840254	0.881833	1.201569	0	1	0	0	0	1	3
14	9	Female	White	2	HS	Public	Suburban	60.343576	54.748751	70.075312	2.162314	0.851021	0.508154	1	1	0	0	1	3	1
14	9	Male	White	4	HS	Public	Town	82.348059	89.279611	75.951859	2.94076	0.921235	1.169641	1	1	0	0	0	2	2
18	12	Female	White	3	<HS	Public	Town	82.430892	98.975476	80.269735	3.348668	0.943231	1.525752	1	0	0	0	0	4	3
14	9	Female	Hispanic	4	HS	Private	Suburban	62.442981	61.67732	72.151171	2.840261	0.8478	0.686004	1	0	0	1	0	3	4
18	12	Female	White	1	SomeCollege	Public	Suburban	69.773208	66.482067	66.383656	2.739268	0.83582	0.772048	1	1	0	0	1	4	3
18	12	Male	White	1	SomeCollege	Public	Rural	64.097326	56.223097	62.676548	2.763301	0.846259	0.981024	0	0	0	0	1	2	2
18	12	Female	White	1	Bachelors+	Public	City	75.945465	58.07531	66.160063	2.677898	0.858156	1.245938	1	0	0	1	0	3	2
18	12	Female	Hispanic	4	SomeCollege	Public	City	80.187635	85.339872	82.138886	3.419493	0.916603	1.458542	1	0	0	0	0	2	1
17	12	Male	Hispanic	2	HS	Public	Suburban	60.650317	58.332583	60.118572	2.592509	0.822379	0.575658	1	0	0	0	0	3	3
18	12	Female	Black	4	SomeCollege	Public	Suburban	79.801274	84.471353	73.8999	2.870698	0.934606	1.033393	1	0	0	0	0	4	1
18	12	Male	Asian	1	HS	Public	Rural	68.596624	72.837453	70.797484	3.474727	0.86326	1.146026	1	1	0	0	0	3	1
17	12	Male	White	3	SomeCollege	Public	City	80.067967	83.045039	87.567729	4	0.935794	1.417388	1	1	0	1	0	4	4
16	11	Male	Asian	1	SomeCollege	Public	Suburban	73.646043	72.14555	66.880137	3.042134	0.88727	0.69238	1	0	0	0	1	2	2
16	11	Male	White	4	SomeCollege	Public	Suburban	67.058551	65.966895	71.509961	3.12065	0.855667	1.37652	1	0	1	1	0	3	3
15	10	Male	Hispanic	4	SomeCollege	Public	City	77.893853	74.455614	77.551311	2.905374	0.874197	1.326877	1	1	0	0	0	3	2
17	12	Male	Hispanic	4	Bachelors+	Public	Suburban	66.735739	60.347552	58.042024	2.698407	0.803537	0.512343	1	1	0	1	1	2	1
14	9	Male	White	4	Bachelors+	Public	Rural	97.597357	88.149455	92.283642	3.554151	0.959832	1.402298	1	1	0	1	0	2	2
18	12	Female	Hispanic	4	SomeCollege	Public	Suburban	78.905475	74.71918	76.671636	3.056273	0.906906	0.613804	1	0	1	0	0	4	2
15	10	Male	White	3	Bachelors+	Public	City	90.760136	86.693865	82.05076	3.432723	0.952015	0.817232	1	0	0	0	0	4	1
14	9	Female	Hispanic	4	HS	Public	City	93.944122	92.705208	88.251454	3.274825	0.972972	0.743998	1	0	0	0	0	2	3
15	10	Male	Asian	1	HS	Public	Town	91.423415	92.442488	86.763047	3.444172	0.979198	1.346973	0	1	0	1	0	4	3
17	12	Male	Hispanic	1	HS	Public	Suburban	52.161922	61.528195	48.252891	2.411041	0.822572	0.649875	1	1	0	0	0	1	3

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