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	Male	Hispanic	3	<HS	Public	City	79.228185	89.78838	79.119197	3.413876	0.937196	1.117678	1	1	0	0	0	4	1
17	12	Male	Hispanic	2	HS	Public	Town	61.05512	54.011998	72.761217	2.267907	0.843262	0.607448	1	1	1	1	0	5	2
15	10	Male	Hispanic	3	HS	Public	Rural	75.551747	76.565198	72.113953	2.85318	0.903788	1.383628	1	1	0	0	0	4	2
14	9	Male	Hispanic	1	<HS	Public	City	63.231341	60.728101	68.417713	2.151254	0.878806	0.5307	1	0	0	0	0	3	2
14	9	Female	Black	4	Bachelors+	Public	City	79.119025	63.981545	67.308514	3.27568	0.861421	0.973426	1	1	0	0	0	4	2
17	12	Male	White	1	<HS	Public	City	75.624915	71.602804	79.489617	2.666708	0.91874	1.05327	0	1	0	1	1	2	2
16	11	Female	White	3	SomeCollege	Public	City	91.604279	86.040153	84.112101	3.542926	0.982472	1.639143	1	0	0	1	0	1	2
15	10	Male	White	3	Bachelors+	Public	Town	78.479673	85.911815	80.640218	2.82835	0.935969	1.127917	1	0	0	0	0	4	1
16	11	Female	Asian	3	SomeCollege	Private	Suburban	83.270382	75.147685	89.274908	3.45478	0.921718	0.727278	1	0	0	1	0	4	2
16	11	Male	White	2	HS	Public	City	61.880556	72.494009	65.99343	2.788119	0.880218	0.909087	1	1	0	0	0	2	1
18	12	Female	White	4	Bachelors+	Private	Rural	58.844093	51.940311	57.098205	2.396733	0.778323	0.60837	1	0	1	1	0	3	3
17	12	Male	Black	1	<HS	Public	Rural	87.098801	77.119529	88.196599	3.717186	0.958502	1.606497	1	0	1	0	0	3	1
16	11	Female	White	1	HS	Public	Suburban	77.358386	85.050147	89.798914	3.035769	0.933038	1.318957	1	1	0	0	0	3	4
14	9	Female	Hispanic	4	Bachelors+	Private	City	61.929334	56.265887	63.024335	2.484491	0.821735	0.710712	1	0	0	1	0	5	1
18	12	Female	Other	2	HS	Public	Suburban	79.870641	92.647007	83.472201	3.655051	0.973258	1.757098	0	1	1	0	0	3	2
16	11	Female	White	2	HS	Public	Suburban	67.19115	65.32888	74.620699	2.990735	0.846458	0.943498	1	0	1	0	0	4	1
16	11	Female	White	1	<HS	Public	Suburban	83.676141	81.310035	84.874376	3.113205	0.931514	1.666088	0	0	1	0	1	3	1
14	9	Female	White	2	Bachelors+	Public	Suburban	86.048104	84.563206	83.154747	2.89836	0.954713	1.41402	1	1	0	1	0	3	2
17	12	Female	White	4	SomeCollege	Public	Town	68.707131	82.239857	79.603783	2.961769	0.929699	0.496273	1	0	1	0	0	3	2
16	11	Male	White	4	Bachelors+	Public	City	57.833722	61.881601	49.231736	2.274944	0.794029	1.239012	1	1	1	0	0	4	2
14	9	Male	White	4	Bachelors+	Private	Suburban	91.429546	74.598026	89.954479	3.720818	0.977256	1.550271	1	1	0	1	0	2	2
16	11	Male	White	4	Bachelors+	Public	City	69.897863	78.949199	57.159993	2.667645	0.86601	0.407048	1	0	0	0	0	3	3
14	9	Female	Asian	2	SomeCollege	Public	Suburban	62.62071	53.301721	45.082359	2.377751	0.818456	0.503282	1	1	0	1	0	4	1
15	10	Female	Hispanic	4	Bachelors+	Public	City	96.909072	81.620002	80.256251	3.746232	0.974658	1.846791	1	1	0	1	0	3	3
15	10	Female	White	3	Bachelors+	Public	Rural	65.113666	71.373838	62.189666	2.233926	0.877303	1.077464	1	1	0	0	0	2	3
16	11	Male	White	3	Bachelors+	Private	Suburban	80.799761	79.044945	82.957747	3.111123	0.948072	0.851681	1	1	0	1	0	3	2
17	12	Male	White	1	HS	Public	Suburban	85.609429	78.95576	80.084255	3.644205	0.954059	0.760048	1	0	0	0	1	3	2
18	12	Male	Hispanic	1	HS	Public	Town	72.994577	65.175473	57.147911	2.223403	0.850293	1.098584	1	1	0	0	0	2	4
17	12	Male	Black	3	Bachelors+	Public	Rural	69.072853	76.06459	73.939945	2.450553	0.87587	1.024802	1	1	1	1	0	3	3
15	10	Female	White	3	SomeCollege	Public	Suburban	54.979557	49.592898	53.096713	2.726174	0.771791	0.064377	1	1	1	0	0	4	2
17	12	Female	White	3	SomeCollege	Public	Rural	78.336125	74.332406	74.880034	2.651409	0.950761	0.575787	1	1	1	0	0	3	2
14	9	Female	Hispanic	2	HS	Public	Rural	74.494495	80.584024	82.353742	3.831587	0.926888	0.868798	0	0	0	1	0	2	1
17	12	Male	Two-or-more	2	HS	Public	Suburban	73.344179	67.976591	77.274007	2.419475	0.883885	0.689424	0	0	0	0	0	4	2
14	9	Male	White	1	Bachelors+	Public	Suburban	68.495113	83.191537	74.513575	3.365597	0.887132	1.376391	0	1	0	0	0	4	1
16	11	Female	White	3	HS	Public	City	85.128946	87.205869	91.00232	3.306266	0.967613	1.844609	1	1	0	0	0	4	1
18	12	Female	Black	3	Bachelors+	Public	Suburban	64.809581	82.643789	70.727708	2.685088	0.868055	0.850192	1	1	1	0	0	2	4
17	12	Female	Hispanic	4	Bachelors+	Public	Suburban	79.957259	74.769327	66.637016	2.821289	0.914782	0.970786	1	1	0	1	1	3	2
17	12	Male	White	1	HS	Public	City	61.956777	53.285223	57.616145	2.302245	0.817254	0.550286	0	0	1	0	1	2	2
15	10	Female	White	2	Bachelors+	Private	Rural	86.839668	91.104602	95.489994	3.509281	1	1.601687	0	0	0	1	0	3	1
14	9	Male	Asian	4	SomeCollege	Public	Town	68.994642	63.872393	69.884831	2.369933	0.86367	0.829323	1	0	0	0	0	5	2
17	12	Male	Black	2	SomeCollege	Public	Rural	77.19173	73.011684	80.05668	3.14314	0.910258	1.635253	1	0	0	0	0	3	3
15	10	Male	Hispanic	3	HS	Public	City	78.224712	69.787858	73.889664	3.195366	0.880286	1.466855	1	0	0	0	0	2	1
17	12	Male	White	3	Bachelors+	Private	Rural	75.879106	64.216902	67.256477	2.643939	0.873967	0.882552	1	1	0	0	0	1	1
16	11	Male	White	1	<HS	Public	City	99.569472	94.079528	86.342053	3.948368	0.996528	1.661938	1	1	0	0	0	2	1
16	11	Male	Hispanic	4	Bachelors+	Public	Suburban	79.62555	77.444859	69.988548	2.664667	0.920543	1.049663	1	0	0	1	0	4	3
15	10	Female	Hispanic	3	SomeCollege	Public	City	75.343697	72.169592	53.781247	2.622606	0.853721	0.53004	0	1	0	0	0	3	3
15	10	Female	Hispanic	1	<HS	Public	Suburban	69.248301	64.279364	76.5612	2.814457	0.855654	1.532815	1	1	0	0	0	2	3
16	11	Female	Hispanic	3	Bachelors+	Private	City	78.557301	73.79322	75.361356	2.759034	0.930323	1.322763	1	1	0	1	0	2	2
14	9	Male	Black	1	HS	Public	Rural	80.509278	77.566507	68.304527	2.816537	0.883389	1.041622	1	1	1	0	0	4	2
17	12	Male	White	3	Bachelors+	Public	Town	90.584462	95.033029	85.85008	3.840407	0.990707	1.105546	1	0	0	1	0	3	2
14	9	Male	White	1	HS	Public	Suburban	68.893752	64.82879	70.44963	2.606684	0.862959	1.49409	1	1	0	1	1	2	2
16	11	Female	Hispanic	4	Bachelors+	Public	Suburban	65.390214	70.312674	68.944363	2.605566	0.865295	0.562297	1	0	0	1	1	5	2
15	10	Male	Hispanic	4	Bachelors+	Public	City	83.453481	76.7091	72.999976	3.657026	0.940317	1.168165	1	1	0	1	0	2	2
18	12	Female	White	3	Bachelors+	Private	Rural	74.083264	73.988684	72.742303	2.830642	0.861552	0.801484	1	1	1	1	0	3	3
18	12	Female	White	1	HS	Public	Suburban	70.456766	75.851925	75.475085	2.821777	0.905626	1.5017	0	1	0	0	0	3	2
14	9	Female	Hispanic	2	Bachelors+	Public	Town	54.85998	60.931228	65.282747	2.496797	0.829342	0.558862	1	1	0	0	0	3	2
16	11	Male	White	4	<HS	Private	Suburban	89.003698	87.020567	91.870458	3.563195	0.972602	0.953495	1	1	1	0	0	4	1
18	12	Male	Asian	2	SomeCollege	Public	City	69.632294	78.712885	69.471795	3.215107	0.904318	1.271849	0	0	0	0	1	4	2
16	11	Female	Hispanic	2	HS	Public	City	87.015585	70.930087	86.018679	2.804044	0.953473	1.35966	1	1	0	1	0	3	3
16	11	Female	White	2	HS	Public	City	51.950696	67.607959	59.49356	2.58192	0.822041	0.825074	1	1	0	0	0	4	3
17	12	Male	White	3	SomeCollege	Public	Rural	83.001081	87.353382	76.18836	3.173606	0.928614	1.147273	1	1	1	0	1	4	2
17	12	Female	White	4	SomeCollege	Public	Suburban	86.218558	81.506486	74.107541	3.125334	0.91963	0.526488	1	0	0	0	0	4	3
14	9	Female	White	1	<HS	Public	Suburban	89.123823	97.189764	92.831157	3.726605	1	1.191775	1	1	1	0	1	3	2
18	12	Female	Black	4	SomeCollege	Public	Rural	65.953609	62.438714	65.897945	2.704969	0.895368	0.551171	1	1	1	0	0	5	1
16	11	Male	White	2	HS	Private	City	76.639174	72.556527	78.027604	3.102086	0.873132	0.470633	1	0	0	0	0	3	4
16	11	Female	Hispanic	3	SomeCollege	Public	Suburban	76.954902	73.313476	82.347453	2.98034	0.909177	0.633626	1	0	1	0	1	3	2
17	12	Female	Hispanic	4	Bachelors+	Public	Suburban	58.333168	58.911572	58.381211	2.431209	0.838957	0.785655	1	1	0	0	0	1	3
15	10	Male	Other	4	SomeCollege	Private	City	81.039039	86.476809	88.259083	2.96609	0.937992	1.587277	1	1	0	1	0	4	4
18	12	Male	White	3	SomeCollege	Private	City	81.659065	84.785232	81.019698	3.363378	0.879639	1.543982	1	1	0	1	1	5	1
18	12	Female	Two-or-more	3	<HS	Private	Rural	62.506996	59.087331	60.711348	2.90101	0.849399	1.084185	1	0	0	0	1	2	2
14	9	Female	Asian	4	SomeCollege	Public	City	46.788636	49.111287	57.726304	2.286253	0.804175	0.231776	1	1	0	0	1	4	2
18	12	Male	Hispanic	2	HS	Public	Suburban	75.52881	68.176917	75.190478	2.672049	0.848654	0.608433	1	1	0	0	0	4	3
17	12	Male	White	3	Bachelors+	Private	City	76.323257	78.572235	80.199485	3.120549	0.930631	1.879349	1	0	1	1	0	4	3
15	10	Female	White	2	HS	Public	Suburban	85.967633	81.556464	93.946882	3.727423	0.928035	1.352288	1	0	0	0	0	4	1
15	10	Female	Hispanic	4	Bachelors+	Public	Rural	65.778981	64.782246	77.024254	2.775086	0.877516	0.698577	1	0	0	0	0	5	3
17	12	Female	Hispanic	3	HS	Private	Suburban	41.614018	45.772166	58.710783	1.900158	0.743822	0.438912	1	1	0	0	1	4	2
16	11	Female	White	1	<HS	Public	City	87.290643	80.80251	81.696163	3.196701	0.945414	1.16759	1	1	1	0	0	5	2
16	11	Male	White	1	HS	Public	City	89.849033	85.080693	78.458305	2.965403	1	0.948935	1	0	0	1	0	5	3
18	12	Male	Two-or-more	4	Bachelors+	Public	Rural	87.57592	80.622716	93.102265	3.83584	0.949945	1.83063	1	1	0	1	0	3	1
17	12	Male	White	4	SomeCollege	Public	Suburban	69.067679	64.214742	62.157984	2.864855	0.872448	0.78422	1	1	0	1	1	2	2
16	11	Female	White	1	<HS	Public	Rural	57.695697	65.666306	66.532891	3.068929	0.846616	0.928688	1	1	0	0	1	5	3
16	11	Female	Two-or-more	3	SomeCollege	Public	Suburban	92.851969	89.307746	97.302192	3.944659	0.970479	2.0484	1	0	0	1	1	4	2
18	12	Male	White	4	SomeCollege	Private	Suburban	72.664268	63.873863	68.315541	3.103102	0.87237	0.785325	1	1	0	1	1	4	2
17	12	Male	White	1	SomeCollege	Public	Suburban	76.036865	82.196099	83.323123	2.965195	0.961945	0.813059	1	1	0	0	0	2	3
18	12	Female	Black	4	SomeCollege	Private	Town	68.99446	85.179322	63.255918	2.995941	0.876764	1.14916	1	0	0	0	0	1	3
14	9	Male	White	2	SomeCollege	Public	Suburban	60.807504	59.580579	71.798306	2.707919	0.808787	0.003972	1	0	0	0	1	2	2
15	10	Male	Black	1	Bachelors+	Public	Suburban	74.076674	71.281107	75.941376	2.630984	0.8736	1.024575	1	0	0	1	0	3	2
14	9	Male	White	4	Bachelors+	Public	City	79.634872	84.520558	85.624365	3.370221	0.920362	1.378202	1	1	0	1	0	3	3
18	12	Female	Hispanic	3	SomeCollege	Public	Rural	68.357467	66.840502	65.202614	2.613663	0.816194	0.38938	1	0	0	0	0	3	3
16	11	Male	White	2	HS	Private	Suburban	89.295571	93.005346	87.379774	3.656169	0.97523	1.235156	1	1	0	0	0	4	2
17	12	Female	Black	4	SomeCollege	Public	Rural	83.761875	90.570683	94.354848	3.794345	0.966019	1.477484	1	1	1	1	0	1	2
14	9	Male	Hispanic	3	<HS	Private	Suburban	82.328143	77.022184	81.557277	2.713196	0.940276	1.43783	1	1	1	0	0	2	2
16	11	Male	White	1	<HS	Public	Town	79.060641	72.075538	70.79904	2.835453	0.872507	1.230192	1	1	0	1	1	4	1
17	12	Male	White	3	<HS	Public	Suburban	74.27571	71.533083	81.514227	3.199461	0.917002	0.899371	1	0	0	0	0	3	1
17	12	Male	Hispanic	3	Bachelors+	Private	City	62.799474	71.584837	63.143605	3.029777	0.827373	1.236082	1	1	0	1	0	4	2
16	11	Female	Black	2	<HS	Public	Suburban	88.897621	85.320888	82.743332	3.276944	0.966185	1.192285	1	0	1	0	0	4	2
17	12	Male	White	3	HS	Public	Suburban	72.619208	63.803012	71.486375	2.551056	0.855804	0.915299	1	1	0	1	1	1	2
16	11	Female	Hispanic	4	Bachelors+	Public	Rural	81.821705	71.122748	79.401666	3.076438	0.909582	1.456095	1	1	0	0	0	2	2
18	12	Male	White	1	HS	Public	City	66.257708	67.281091	59.473985	2.815074	0.835164	0.107543	0	0	0	0	1	4	1
17	12	Female	White	2	HS	Private	Suburban	98.162563	97.733521	99.432315	4	0.979355	0.974136	1	0	0	0	1	3	1

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