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	Black	4	HS	Public	Suburban	67.770328	70.299463	72.525949	2.481326	0.874783	0.851688	1	1	0	0	1	3	2
14	9	Female	White	3	Bachelors+	Public	Suburban	70.820738	85.896062	79.990742	3.156268	0.93341	1.589748	1	0	0	1	1	2	2
16	11	Female	Black	2	<HS	Public	Town	55.560378	51.598326	53.075468	2.182677	0.785855	0.725221	1	0	0	1	1	2	2
15	10	Male	White	1	HS	Public	Rural	76.220822	67.749257	84.714731	3.332891	0.937301	1.253664	1	0	0	0	0	2	3
18	12	Female	White	2	SomeCollege	Public	Suburban	82.428039	75.332237	74.464301	2.966261	0.902184	1.355822	1	1	0	0	1	3	2
14	9	Female	Black	3	SomeCollege	Public	Suburban	67.387421	67.477741	65.577382	2.572166	0.85267	0.9413	1	0	0	1	0	2	3
18	12	Male	Hispanic	1	<HS	Public	Suburban	59.555427	47.713456	67.925694	2.376314	0.820676	0.850348	1	0	0	0	0	4	1
18	12	Female	Two-or-more	3	HS	Public	City	73.635684	89.991042	83.728035	3.375964	0.929522	1.224779	1	1	0	0	0	2	1
17	12	Female	Hispanic	2	HS	Public	Town	65.172718	66.079372	80.533797	3.002233	0.871592	0.283348	1	0	0	0	0	2	2
16	11	Male	Black	2	SomeCollege	Public	Suburban	60.88767	69.198473	63.330117	2.440871	0.853428	0.617261	1	1	0	0	0	2	2
17	12	Male	Hispanic	1	HS	Public	City	81.994436	79.75466	72.800219	3.508611	0.919221	0.784548	1	0	0	1	0	3	2
15	10	Female	Hispanic	3	SomeCollege	Public	City	74.745876	70.305767	68.201218	3.019435	0.877706	1.49863	1	1	1	1	0	4	2
14	9	Female	White	2	<HS	Public	Rural	76.641697	63.776846	77.728021	2.620622	0.888003	1.236507	1	1	0	0	0	1	1
16	11	Female	Asian	2	HS	Public	City	58.145897	69.323458	63.574445	2.757628	0.872819	0.371918	1	0	0	0	0	2	1
16	11	Female	Hispanic	4	Bachelors+	Public	Rural	81.494478	77.97884	78.118295	3.190659	0.977516	1.518065	1	1	0	0	0	3	1
18	12	Male	Asian	4	HS	Public	Rural	77.305711	84.521886	76.24092	3.195654	0.949093	1.630425	1	0	0	1	0	2	2
17	12	Male	Hispanic	2	HS	Public	Town	65.185914	70.951266	70.644099	3.021196	0.854792	0.971179	1	1	0	0	0	1	2
16	11	Male	Hispanic	4	SomeCollege	Public	City	66.579303	73.198249	70.323233	2.577448	0.862091	1.239569	1	0	0	0	0	4	4
18	12	Male	White	1	<HS	Public	Rural	69.472347	80.249349	75.267784	3.378761	0.88237	1.063607	1	1	0	0	1	2	2
16	11	Male	Hispanic	4	SomeCollege	Public	Town	95.016323	83.354602	84.722349	3.846926	0.942663	1.575467	1	0	0	0	0	3	2
14	9	Female	Hispanic	4	HS	Public	Suburban	79.634153	72.430536	74.952965	3.203584	0.89398	1.351147	1	0	1	0	0	2	2
17	12	Male	Hispanic	3	HS	Public	Suburban	60.520358	65.909291	74.530528	2.981638	0.859796	0.86277	1	0	0	0	0	5	3
16	11	Male	Hispanic	2	HS	Public	Suburban	88.762867	92.369954	80.945405	3.683082	0.9963	0.545997	1	1	0	0	0	3	2
17	12	Female	Hispanic	2	Bachelors+	Public	City	42.889399	58.28816	52.19825	1.784023	0.786367	0.434089	1	1	0	0	0	3	3
15	10	Female	White	4	HS	Private	Suburban	80.131026	82.807287	86.816417	3.895085	0.936535	0.94679	1	0	0	0	0	4	1
16	11	Male	White	4	Bachelors+	Public	City	72.327725	86.23854	78.001765	3.233974	0.924599	0.259703	1	1	0	1	0	5	1
16	11	Male	White	1	HS	Public	City	77.548667	70.971464	69.171552	2.730125	0.885233	0.345711	1	1	0	0	0	1	3
17	12	Female	Asian	2	HS	Public	City	64.369408	64.48003	71.472138	2.41881	0.849518	0.557201	1	1	0	0	0	3	3
14	9	Male	White	1	HS	Public	Suburban	63.825403	67.814035	74.720717	2.332452	0.906329	0.841742	1	1	0	0	0	4	3
15	10	Female	Other	2	SomeCollege	Public	City	70.091866	62.001638	61.367908	2.143016	0.817809	1.443213	1	1	0	1	0	4	3
16	11	Female	Hispanic	1	<HS	Public	Town	70.263021	72.710168	79.679119	3.012823	0.943174	1.02323	0	1	0	0	0	4	2
18	12	Male	White	4	Bachelors+	Private	Rural	78.540942	85.282236	85.721625	3.229871	0.968842	1.191603	1	0	0	1	1	2	1
15	10	Female	White	4	SomeCollege	Public	Rural	90.658754	90.27047	89.63494	3.709703	0.944463	1.352777	1	0	1	0	1	1	3
14	9	Male	Hispanic	4	<HS	Public	City	68.217012	69.8253	58.353685	2.46376	0.852917	0.986269	1	1	0	0	0	3	2
14	9	Male	Black	3	HS	Public	Suburban	76.293494	72.660856	75.609673	2.70103	0.912165	0.910509	1	1	0	0	0	2	3
17	12	Female	White	3	SomeCollege	Public	Rural	86.123336	94.022166	92.919478	3.176953	0.96513	0.567424	1	1	0	0	0	2	1
15	10	Male	Asian	1	<HS	Public	Town	81.151052	81.684118	83.485003	3.530337	0.925121	1.006297	1	1	0	0	0	3	4
15	10	Female	Hispanic	2	HS	Public	Suburban	65.434132	83.52676	73.214699	2.796675	0.892222	0.758151	1	0	0	0	0	3	3
15	10	Female	Hispanic	1	Bachelors+	Public	Town	77.335755	68.942224	58.145443	2.706041	0.865377	0.820297	1	0	0	1	0	5	4
18	12	Male	White	3	HS	Public	Town	63.638608	70.823454	63.492441	2.662145	0.854794	0.852941	1	0	0	0	0	3	5
14	9	Female	Hispanic	1	<HS	Private	City	78.232369	77.885645	76.813799	3.220201	0.925081	1.724534	1	1	0	0	0	2	3
18	12	Male	White	1	HS	Public	Rural	66.663252	66.808288	68.530533	2.124789	0.869502	0.449509	1	0	0	0	1	2	3
15	10	Male	Hispanic	4	HS	Public	Rural	73.033105	71.377994	60.424499	3.150089	0.914157	0.641422	1	0	0	0	0	3	2
18	12	Female	White	1	<HS	Public	Suburban	92.239072	78.672137	93.671121	3.754578	0.977309	1.646266	1	1	0	0	0	3	1
15	10	Male	Hispanic	4	HS	Private	Suburban	63.52609	77.440258	70.735857	2.434583	0.838593	1.21322	1	0	0	0	0	2	2
16	11	Male	Hispanic	3	SomeCollege	Public	Rural	88.899133	77.931444	73.586749	3.689823	0.951193	0.878272	1	1	0	0	0	3	1
15	10	Male	Two-or-more	1	SomeCollege	Public	Rural	57.325141	63.270619	53.65512	2.219241	0.839107	0.712291	1	1	0	1	0	2	1
18	12	Male	White	1	SomeCollege	Public	Suburban	89.708467	85.706802	96.574385	3.634339	0.965908	1.460417	1	1	0	0	0	3	1
18	12	Female	Hispanic	3	HS	Public	Rural	59.008994	68.465855	65.573491	2.253908	0.853921	0.587135	0	1	1	0	0	4	2
18	12	Male	Black	1	HS	Public	Suburban	68.969473	65.995941	71.070363	2.935171	0.848772	0.456124	0	0	0	0	0	2	2
14	9	Female	Other	2	<HS	Public	Suburban	76.302765	74.29922	75.035155	3.150573	0.882205	0.800653	1	1	1	0	0	1	2
14	9	Male	Hispanic	2	SomeCollege	Public	City	66.192491	65.584655	66.675721	3.038038	0.83656	0.637512	0	0	0	1	0	2	3
15	10	Female	Hispanic	1	HS	Public	Suburban	71.046141	76.328408	68.18401	3.129124	0.873023	0.756786	1	0	0	0	0	2	2
15	10	Male	Black	1	HS	Public	City	77.662775	76.265118	77.208849	3.053103	0.89583	1.515934	0	1	0	1	0	2	2
15	10	Female	Asian	4	Bachelors+	Public	Suburban	52.904652	57.985611	55.607296	2.342763	0.819146	0.79218	1	1	0	0	0	2	2
17	12	Male	Black	1	<HS	Private	Suburban	81.984836	71.494503	67.314068	2.849636	0.88625	0.922992	0	0	0	1	0	3	2
17	12	Female	Hispanic	1	Bachelors+	Public	Town	88.164759	96.167778	82.393391	3.29006	0.989542	1.441912	1	1	0	1	0	2	2
18	12	Female	White	2	SomeCollege	Public	Suburban	93.213488	98.420507	94.929555	3.709276	1	1.053109	1	1	0	0	0	2	1
15	10	Male	Hispanic	4	<HS	Public	City	73.892353	72.478348	75.090303	2.821829	0.876294	0.992081	1	0	0	0	0	4	3
15	10	Male	Hispanic	1	SomeCollege	Public	Suburban	66.636094	69.131951	58.062412	2.546286	0.860935	1.017591	1	1	0	0	0	2	2
15	10	Male	Two-or-more	1	<HS	Public	Town	67.816376	73.082993	65.533407	3.00821	0.84813	1.049465	1	1	0	0	0	3	4
16	11	Male	White	4	Bachelors+	Public	Suburban	75.583664	68.212239	71.392169	3.036661	0.891152	0.827815	1	0	0	0	0	3	2
15	10	Female	White	3	SomeCollege	Public	Suburban	74.832771	85.5034	81.763849	3.172733	0.920078	0.910807	1	1	0	0	0	3	1
18	12	Female	Hispanic	1	<HS	Public	Town	75.506623	76.22663	78.802356	3.19839	0.91122	0.961296	1	0	0	0	0	2	1
17	12	Male	White	3	Bachelors+	Public	City	66.2371	77.098906	70.34812	2.605733	0.901608	1.289726	1	0	0	0	0	3	2
18	12	Female	White	4	Bachelors+	Public	City	90.161157	99.035569	100	3.752862	0.974081	1.554554	1	0	0	1	0	5	2
17	12	Male	White	4	Bachelors+	Private	City	42.581451	57.4084	52.216804	2.252373	0.837384	0.754759	1	1	0	1	1	4	2
14	9	Female	Hispanic	3	HS	Public	Suburban	63.745715	68.013494	71.144277	2.213382	0.843924	0.580643	1	0	0	0	0	3	3
18	12	Male	White	3	HS	Private	Rural	66.284099	67.329343	72.901538	2.731371	0.914797	0.809248	1	0	0	0	0	4	3
18	12	Male	White	2	HS	Public	Suburban	52.467306	59.273285	63.440268	2.289033	0.804426	0.449148	1	1	0	1	1	2	3
17	12	Male	White	4	HS	Public	Suburban	77.493789	75.92812	72.360956	2.581774	0.878459	0.684547	1	1	0	0	0	4	1
15	10	Female	White	1	<HS	Public	Suburban	67.987175	78.824248	75.868776	2.804672	0.903095	1.275949	1	1	0	0	1	1	2
17	12	Male	White	4	Bachelors+	Public	City	78.755076	77.524052	64.967089	2.948114	0.889626	0.751263	1	1	0	1	0	2	4
16	11	Male	Black	3	SomeCollege	Public	Suburban	68.819228	67.392055	72.546045	3.47517	0.876488	1.090963	1	0	0	1	0	3	3
16	11	Female	Two-or-more	2	<HS	Public	Suburban	77.451946	85.820803	79.662623	3.297454	0.882902	1.120581	1	0	0	0	0	4	2
15	10	Male	White	2	HS	Public	Suburban	82.378495	80.921213	80.22845	3.323036	0.971011	0.897575	0	1	0	1	0	4	3
14	9	Male	Hispanic	2	<HS	Private	Rural	84.234013	93.769658	83.760981	3.519847	0.954051	1.27578	0	0	0	0	0	3	4
17	12	Female	Hispanic	1	HS	Public	Suburban	72.389868	80.689756	70.069892	2.757067	0.884735	0.515465	1	0	0	0	0	3	2
15	10	Male	White	3	HS	Public	City	76.003789	83.186841	82.451189	3.154475	0.919243	1.371905	1	1	0	0	0	5	1
17	12	Male	Black	3	HS	Public	Town	68.993854	74.534884	82.287197	3.13145	0.912552	1.059119	1	1	0	1	1	2	1
17	12	Male	Hispanic	3	SomeCollege	Public	City	80.932928	78.486924	92.030825	3.774744	0.94011	1.110331	1	1	0	0	0	1	3
18	12	Male	Hispanic	1	<HS	Private	City	76.680541	83.891858	83.484034	3.120727	0.964351	1.023525	0	1	0	0	1	4	4
14	9	Male	White	3	HS	Public	City	98.730453	83.720164	88.001165	3.223801	0.967092	1.630809	1	1	1	1	0	2	1
16	11	Female	Asian	3	SomeCollege	Public	City	71.958159	61.298666	53.059512	2.404984	0.835633	0.855471	1	1	0	0	0	5	1
15	10	Female	White	3	<HS	Public	Suburban	80.370999	87.339881	85.399931	2.962098	0.923589	1.612182	1	0	0	0	0	2	2
15	10	Female	Asian	2	HS	Public	Suburban	66.937891	71.533241	74.085993	2.854542	0.875885	0.673521	1	1	0	1	1	2	1
18	12	Male	Hispanic	3	HS	Public	Suburban	75.727807	69.847043	67.840571	3.275005	0.875375	0.942529	1	1	0	0	0	3	2
17	12	Male	White	1	<HS	Public	Town	76.418827	65.71346	83.379163	3.047966	0.9225	1.004534	1	0	0	0	0	3	1
15	10	Female	White	1	HS	Public	City	59.267778	63.649626	61.245369	2.159796	0.826953	0.319496	1	1	0	1	0	3	2
16	11	Male	Two-or-more	3	HS	Public	City	80.277587	83.0205	83.71853	3.394801	0.927444	1.164956	1	0	0	0	0	2	2
16	11	Male	Hispanic	4	Bachelors+	Public	Suburban	72.392621	81.587243	79.681316	2.983976	0.930608	1.058636	1	1	0	1	0	2	2
16	11	Male	Hispanic	2	<HS	Public	Suburban	77.780206	77.760446	78.072118	3.513609	0.895357	1.449298	1	0	0	0	0	1	4
15	10	Male	White	2	SomeCollege	Public	Town	81.20349	79.384166	78.243792	3.195436	0.894104	0.755579	0	0	0	0	0	3	3
15	10	Female	Hispanic	1	<HS	Public	City	78.09705	89.50365	77.203579	3.163445	0.927761	1.493174	1	0	0	0	0	3	1
17	12	Male	Black	2	<HS	Private	Suburban	65.231401	72.829571	71.341069	3.162415	0.856729	0.73306	1	1	0	1	0	1	1
14	9	Male	White	1	<HS	Private	City	72.358544	52.949412	65.115133	2.656363	0.868585	0.719328	1	1	0	0	0	2	2
15	10	Male	White	2	<HS	Public	Suburban	68.132586	77.759655	72.255463	3.00483	0.838797	0.604809	1	0	0	0	0	3	1
16	11	Female	White	2	Bachelors+	Public	Suburban	85.574264	77.825219	65.199809	3.22157	0.887026	0.928341	1	1	1	1	0	4	2
17	12	Male	Hispanic	2	<HS	Public	City	60.384321	72.887536	74.566895	2.490208	0.894536	1.520621	0	0	0	0	1	2	1
17	12	Female	Black	1	HS	Public	Rural	57.602667	73.192776	59.145704	2.18432	0.794346	1.27059	1	1	1	0	0	2	1

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