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	Female	Hispanic	2	SomeCollege	Public	City	84.7959	69.439018	74.996746	3.246842	0.888309	0.393997	1	1	0	0	0	4	1
18	12	Male	Black	3	SomeCollege	Public	Suburban	65.109037	64.884545	63.761768	2.760503	0.839936	0.427338	1	1	1	1	0	5	4
17	12	Male	Other	1	HS	Public	Rural	80.672191	91.321716	83.545619	3.346427	0.949137	1.189222	1	0	1	1	1	2	3
14	9	Male	Hispanic	2	SomeCollege	Private	Town	63.529205	66.728667	64.622848	2.59793	0.822683	0.352539	1	0	0	1	0	4	2
18	12	Female	White	2	Bachelors+	Public	Rural	71.039458	80.74863	79.29232	2.45908	0.91295	0.66306	0	1	0	1	0	4	1
15	10	Female	Hispanic	4	Bachelors+	Public	Suburban	58.454788	48.87473	58.639834	2.297956	0.814718	0.593262	1	0	0	0	0	4	2
14	9	Male	White	1	SomeCollege	Public	Suburban	95.774125	100	96.026321	3.520621	1	1.51501	1	0	1	1	0	2	1
18	12	Male	White	4	HS	Private	Suburban	62.33504	55.974592	69.350731	2.643058	0.828416	1.286141	1	0	0	0	0	3	1
16	11	Female	White	3	HS	Public	Suburban	70.166867	82.463381	93.974157	3.254039	0.915318	0.897301	1	0	0	1	1	3	4
18	12	Male	Hispanic	2	HS	Public	City	67.862531	71.400759	66.551916	2.565722	0.863236	1.03882	1	1	0	1	0	1	3
17	12	Male	Two-or-more	1	<HS	Public	City	69.813546	75.709938	74.779059	3.389201	0.857584	1.209572	1	1	0	0	0	3	1
16	11	Female	White	1	HS	Public	City	62.295094	70.216029	65.680519	2.454548	0.832352	0.748123	0	0	0	0	0	4	1
17	12	Male	Black	2	<HS	Private	City	56.912835	71.188329	67.614776	2.86879	0.841411	1.030198	1	1	0	0	0	3	1
14	9	Male	Hispanic	2	SomeCollege	Private	Suburban	79.200456	75.94819	83.234925	3.250063	0.962367	0.946302	1	1	0	0	0	2	2
17	12	Female	Two-or-more	3	SomeCollege	Public	Suburban	69.91087	75.97558	72.513348	2.626353	0.898785	1.749947	1	0	0	1	1	4	1
16	11	Female	Hispanic	2	SomeCollege	Public	City	73.787116	61.50893	66.588211	2.27976	0.841874	1.221165	1	1	0	1	0	1	4
18	12	Male	White	1	HS	Public	Suburban	86.565951	90.132724	88.111554	3.346292	0.98893	0.948135	1	1	1	1	1	2	2
18	12	Female	Black	4	<HS	Private	Town	72.593564	81.216572	73.042797	2.936385	0.898897	1.24981	1	1	0	0	1	3	1
17	12	Male	White	3	HS	Public	Suburban	78.543089	85.953938	71.925946	3.113902	0.912647	0.857938	1	1	1	0	0	4	2
15	10	Female	Black	4	Bachelors+	Public	Rural	89.47245	93.119139	94.743127	3.826317	0.976614	1.518066	1	0	0	1	1	2	1
15	10	Female	White	2	<HS	Public	City	67.182961	74.316261	65.923683	3.022115	0.861575	0.561457	1	0	0	0	0	3	2
15	10	Male	Hispanic	1	HS	Private	City	69.51144	75.280168	70.856106	3.105785	0.868872	0.752545	1	1	1	0	0	3	3
17	12	Male	Hispanic	2	SomeCollege	Public	Town	92.636731	87.675664	88.497773	3.453793	0.962782	0.838173	1	1	0	1	0	3	2
15	10	Male	White	1	<HS	Public	Suburban	57.704487	68.250508	62.1597	2.786431	0.829791	0.715421	1	1	0	0	0	4	3
15	10	Male	White	2	Bachelors+	Public	Suburban	76.235592	71.782562	76.36205	3.132692	0.914728	0.858514	1	0	0	1	0	4	3
15	10	Female	Hispanic	1	<HS	Public	City	74.102509	59.522514	81.239619	2.857076	0.889023	1.096926	0	0	0	0	0	4	1
17	12	Female	Hispanic	1	<HS	Public	Town	78.140931	74.240399	69.206203	2.623287	0.879322	1.046208	1	1	0	0	1	3	2
17	12	Female	Asian	2	HS	Public	Town	62.828533	70.749493	52.078765	2.292279	0.830508	0.616987	1	0	0	0	0	2	3
15	10	Male	White	2	<HS	Public	Rural	88.719127	91.277863	84.492948	3.542522	0.954704	1.208605	1	1	1	0	0	3	1
18	12	Male	White	4	Bachelors+	Public	Rural	76.831863	79.332441	81.367106	2.957069	0.893141	0.88789	1	1	1	0	0	4	3
15	10	Female	White	4	SomeCollege	Public	Rural	76.064014	73.199901	72.19937	3.021432	0.878689	0.569675	1	0	0	1	0	1	2
14	9	Female	Black	2	SomeCollege	Public	Suburban	75.366131	80.524974	76.798095	3.281773	0.937085	1.497568	1	1	1	0	0	2	1
14	9	Female	Hispanic	3	Bachelors+	Public	City	73.084699	77.762473	73.601531	3.363323	0.907406	1.467018	1	1	0	0	0	3	4
17	12	Male	Hispanic	2	HS	Public	Suburban	71.724178	70.922291	75.719428	2.752854	0.847827	0.682534	1	0	0	0	0	3	2
16	11	Female	Hispanic	3	<HS	Public	Rural	70.6211	58.771004	55.724542	2.669649	0.816029	0.56811	1	1	1	0	1	4	3
18	12	Male	Other	4	Bachelors+	Public	Suburban	93.753144	95.623099	97.282487	3.695725	1	1.732986	1	0	1	1	0	5	2
18	12	Female	White	1	<HS	Public	Suburban	77.257101	81.485889	82.543221	3.363795	0.920211	0.886558	0	1	0	0	0	3	2
14	9	Male	Asian	1	HS	Private	City	85.023803	81.293324	79.469261	3.514064	0.940825	1.618987	0	0	0	1	1	3	2
16	11	Male	White	1	Bachelors+	Public	City	68.921315	77.841534	87.224304	2.698207	0.911049	1.024489	1	1	0	0	0	2	3
14	9	Female	Black	4	SomeCollege	Public	Town	73.00393	78.468878	81.995512	3.182261	0.922452	1.260969	1	1	0	0	0	2	4
18	12	Male	Hispanic	3	Bachelors+	Public	Suburban	74.083539	76.230433	75.508222	3.101409	0.927802	1.07721	1	1	1	1	1	3	1
14	9	Male	White	3	HS	Private	Town	97.327109	100	87.488884	3.864727	0.982232	1.474783	1	1	0	0	1	3	2
17	12	Female	White	2	<HS	Public	Suburban	70.271136	75.244745	72.934715	2.859524	0.885241	0.767169	1	1	0	0	0	3	2
17	12	Female	Asian	4	HS	Private	City	76.793298	71.179702	71.397425	3.041227	0.882832	0.965058	1	1	0	0	0	3	3
14	9	Female	White	2	SomeCollege	Public	City	64.747063	72.932448	63.781231	2.335574	0.841368	0.451618	1	0	0	1	0	4	3
16	11	Male	Black	2	HS	Public	City	71.078657	65.56055	64.540197	2.805383	0.863732	1.208194	1	0	0	0	0	3	2
16	11	Female	Hispanic	4	Bachelors+	Public	Suburban	64.134202	70.810802	80.866127	2.404431	0.884379	1.258323	1	1	0	1	0	4	2
14	9	Female	Hispanic	2	HS	Public	City	95.229607	84.978837	78.049587	3.117766	0.933448	1.171378	1	0	1	0	0	2	2
18	12	Male	Hispanic	1	HS	Public	Rural	58.892453	59.340644	68.593123	2.705324	0.809755	0.563523	1	0	0	0	0	2	1
15	10	Female	Hispanic	1	<HS	Public	Suburban	77.1012	73.902507	78.994238	2.482791	0.908042	0.602288	1	1	0	0	0	3	3
18	12	Male	White	3	Bachelors+	Private	City	76.797489	71.230193	85.389146	3.528352	0.931186	0.822169	1	1	0	1	0	1	3
18	12	Female	White	2	<HS	Public	Suburban	78.942552	73.910262	80.945404	3.566125	0.948821	1.300975	1	1	0	0	0	2	2
17	12	Male	Hispanic	1	Bachelors+	Public	City	80.587737	69.785561	74.709621	2.945306	0.912075	0.812002	1	0	0	1	0	4	2
16	11	Male	Hispanic	3	HS	Public	Suburban	85.113666	95.303799	88.552917	3.799931	0.992125	1.40125	1	0	0	1	0	2	2
17	12	Male	White	1	SomeCollege	Public	Rural	67.649937	74.978159	75.943459	3.216732	0.909286	0.659606	1	0	1	1	0	3	1
18	12	Female	White	4	SomeCollege	Private	Rural	57.221749	61.734803	67.920997	2.686904	0.822744	0.870904	1	0	0	1	0	3	2
17	12	Male	White	3	Bachelors+	Private	Town	86.497277	90.965945	81.793278	4	0.967026	1.124094	1	1	0	1	1	3	2
15	10	Male	White	4	Bachelors+	Public	City	76.010743	67.570628	59.206554	2.430088	0.898208	0.830994	1	0	1	0	0	2	1
18	12	Female	White	3	<HS	Public	Suburban	64.415743	69.285056	76.007457	2.605558	0.866664	0.683671	1	1	0	0	1	2	2
17	12	Female	Black	3	HS	Public	City	64.989898	66.791497	70.227056	2.814314	0.870936	0.930001	1	0	1	0	0	1	3
16	11	Female	Hispanic	4	Bachelors+	Private	Suburban	69.250029	73.168361	69.832736	2.867046	0.892766	0.833672	1	0	0	1	0	1	1
16	11	Female	White	4	Bachelors+	Public	Suburban	66.662089	72.471826	67.927729	2.574291	0.844633	0.641746	1	1	0	0	0	1	2
17	12	Male	White	4	SomeCollege	Public	Town	72.151804	74.365723	77.150325	3.380176	0.9032	1.056107	1	1	0	0	0	3	1
16	11	Male	Hispanic	2	SomeCollege	Public	Rural	87.559167	90.983716	83.326022	3.782589	0.984779	0.692613	0	1	0	1	1	4	1
17	12	Female	White	1	<HS	Public	Town	88.180221	86.978141	87.028618	2.817928	1	0.838198	1	1	0	1	0	2	1
15	10	Male	Black	1	HS	Public	Suburban	74.774605	74.070208	82.946945	3.259446	0.923792	1.104986	1	1	0	0	0	3	2
14	9	Male	White	3	<HS	Public	Rural	75.364393	73.087673	69.046802	2.852759	0.875545	1.081808	1	1	0	0	0	3	2
15	10	Male	Black	2	SomeCollege	Public	Rural	67.532936	64.80024	70.557309	2.919937	0.868248	0.796008	1	0	1	0	0	2	1
15	10	Male	White	4	<HS	Public	City	69.893884	76.233429	79.011832	2.830973	0.902946	0.940704	1	0	0	0	0	5	1
16	11	Female	White	2	<HS	Public	Suburban	88.225495	88.158521	86.614579	3.631163	0.991515	1.515604	1	1	0	0	0	2	2
16	11	Male	White	1	HS	Private	Town	72.791712	69.953466	76.541694	2.579259	0.886953	1.311382	1	1	0	1	0	4	3
17	12	Female	White	2	<HS	Public	Rural	73.055417	90.759352	86.530728	4	0.891312	1.189442	1	0	0	0	0	4	4
18	12	Male	Asian	1	<HS	Public	Rural	77.514578	72.375634	69.271493	3.344889	0.860052	0.868729	0	0	0	0	0	1	3
18	12	Female	White	2	HS	Public	City	82.371788	72.793086	76.527868	3.148799	0.908247	1.328288	1	1	1	1	0	1	2
17	12	Female	Black	1	<HS	Public	City	97.186109	90.59408	100	3.944843	1	1.016215	1	1	0	0	0	2	2
18	12	Male	Black	3	SomeCollege	Public	Rural	68.138092	61.855232	49.560664	2.292097	0.828167	1.135759	1	1	0	0	1	2	4
18	12	Male	White	4	HS	Public	Rural	63.590156	68.497857	85.527991	2.805478	0.931273	1.038924	1	1	0	0	0	2	1
15	10	Male	Hispanic	1	HS	Public	City	72.167404	75.627989	72.96674	2.705516	0.891303	1.203424	1	1	0	1	0	3	1
16	11	Male	Asian	2	HS	Public	Rural	100	100	99.843169	4	1	0.74398	1	0	0	1	1	5	2
14	9	Male	Asian	1	SomeCollege	Public	Rural	74.621754	73.355069	82.733143	2.62652	0.924132	1.436989	1	1	0	0	0	2	3
16	11	Male	Hispanic	4	Bachelors+	Public	City	78.297645	89.013118	94.738945	3.571861	0.973263	1.14704	1	1	0	1	0	3	3
15	10	Female	White	1	HS	Public	Suburban	76.315419	78.067573	77.074767	2.859091	0.9087	1.547356	1	1	0	1	1	4	2
16	11	Male	Hispanic	4	Bachelors+	Public	Suburban	84.447392	73.254195	83.512937	3.491099	0.948018	0.708386	1	1	0	1	0	4	1
17	12	Female	Black	1	<HS	Public	City	77.633976	92.008188	97.663358	3.417786	0.949226	0.581679	1	0	0	0	0	4	2
14	9	Male	Hispanic	3	<HS	Public	Rural	81.221575	62.760551	67.527181	2.558564	0.892765	1.212346	1	1	1	0	0	3	1
17	12	Male	White	3	SomeCollege	Public	Suburban	73.904956	80.325518	79.138725	2.536427	0.869317	0.639336	1	1	0	0	0	3	3
16	11	Male	White	2	HS	Public	Suburban	56.499367	64.791208	64.355783	2.480418	0.872119	0.588306	1	1	1	0	0	3	2
15	10	Male	White	3	SomeCollege	Public	Suburban	71.940819	80.923147	85.737067	2.9603	0.921	0.871457	1	1	0	0	0	3	1
16	11	Female	White	3	HS	Public	Rural	78.776948	82.550493	91.076093	3.84729	0.94743	1.439797	1	0	0	0	0	3	3
16	11	Male	Hispanic	3	Bachelors+	Public	Rural	74.073307	72.437805	70.615999	2.597491	0.879353	1.198181	1	1	0	1	0	5	1
16	11	Male	White	2	SomeCollege	Private	Town	61.094018	61.720374	64.016811	2.673901	0.844737	0.849285	1	1	1	1	0	4	1
14	9	Female	Hispanic	2	<HS	Public	Rural	87.985041	91.615584	86.082554	3.652471	0.983339	1.01315	0	0	0	0	0	3	3
14	9	Female	Black	3	SomeCollege	Public	Town	82.679476	94.261335	85.743957	4	0.987388	1.202167	1	1	1	0	0	4	1
15	10	Female	Hispanic	1	<HS	Public	Rural	59.509295	67.25481	71.392751	2.389387	0.893683	0.67822	0	1	0	0	0	2	3
17	12	Male	Black	3	HS	Public	City	57.991014	67.537465	65.171085	2.84444	0.824509	0.525436	1	0	0	0	0	4	2
15	10	Female	Hispanic	4	SomeCollege	Public	Suburban	73.650101	70.941206	74.300844	2.859863	0.898843	0.846754	1	1	0	1	0	4	1
17	12	Female	White	1	<HS	Public	City	71.544262	85.852255	81.577516	3.351513	0.923414	0.771414	1	0	1	0	1	3	1
16	11	Male	White	2	HS	Public	Suburban	90.785056	85.441007	88.343424	3.844147	0.958461	1.005854	1	0	0	0	0	3	2
17	12	Male	Hispanic	2	Bachelors+	Public	Town	78.386458	70.906844	75.194196	3.134317	0.906358	1.389611	1	0	1	0	0	3	2
16	11	Female	Other	3	SomeCollege	Public	Suburban	51.525705	57.217103	54.445682	1.73992	0.792383	0.584355	1	0	1	0	0	5	4

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