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
14	9	Male	White	3	HS	Public	Suburban	80.525367	76.919106	76.980494	3.232292	0.896579	1.520333	1	0	1	1	0	1	1
17	12	Male	Hispanic	4	HS	Public	City	81.587737	74.708857	78.965956	3.343648	0.890684	1.728795	1	0	0	1	0	2	2
17	12	Female	Black	3	SomeCollege	Public	Suburban	74.430768	82.986424	68.947131	2.806278	0.931403	0.824284	1	1	0	1	1	4	3
17	12	Male	Hispanic	4	Bachelors+	Public	Rural	81.224383	78.084407	60.874081	3.290044	0.866059	1.113953	1	0	0	1	0	3	2
18	12	Female	Hispanic	1	<HS	Private	Suburban	70.669643	78.15983	82.776917	2.448354	0.909251	1.162039	0	1	0	0	1	4	1
15	10	Female	Hispanic	3	HS	Public	City	83.808443	85.638772	86.449025	3.4268	0.970162	1.543329	1	0	0	1	0	4	1
18	12	Male	Hispanic	4	Bachelors+	Public	Suburban	81.082424	75.122372	81.85091	3.244606	0.928187	1.017709	1	0	0	0	1	2	2
14	9	Male	Hispanic	4	Bachelors+	Public	Suburban	87.822887	92.328416	84.533482	3.305929	0.966791	0.977733	1	0	0	1	0	4	3
18	12	Male	Two-or-more	3	SomeCollege	Public	Suburban	92.184948	81.798631	87.178454	3.677291	0.904916	1.480377	1	0	0	0	0	3	3
14	9	Male	Hispanic	3	Bachelors+	Private	Suburban	68.309217	71.149419	72.811376	2.737649	0.891499	0.766115	0	1	1	1	0	3	3
16	11	Male	Hispanic	4	SomeCollege	Public	Rural	71.170941	78.223244	79.118408	2.888516	0.89591	0.445802	1	0	0	0	0	2	3
15	10	Male	Hispanic	3	HS	Public	Suburban	65.315726	54.224295	59.469356	2.202221	0.81392	1.187746	1	1	1	0	0	3	1
14	9	Male	White	1	Bachelors+	Public	City	73.131117	78.790268	72.170826	3.04158	0.913427	1.508407	0	0	0	1	0	3	4
17	12	Male	Hispanic	1	<HS	Public	City	70.962854	71.556943	82.384439	3.011851	0.910186	1.303578	1	1	0	0	0	2	1
14	9	Female	White	2	SomeCollege	Public	City	71.265649	64.920627	70.391206	2.683878	0.892352	0.86084	0	1	0	0	0	4	1
15	10	Female	White	3	HS	Public	Rural	59.946554	50.167282	56.905562	1.462056	0.800225	0.564554	1	1	0	1	0	3	2
18	12	Female	White	2	SomeCollege	Public	Suburban	67.020058	65.504202	65.792069	2.295632	0.864499	0.399125	1	1	1	0	0	3	1
18	12	Male	White	3	HS	Public	Suburban	67.517835	70.495542	58.541803	2.855005	0.809707	0.92338	1	0	0	0	0	2	1
15	10	Female	White	2	SomeCollege	Public	City	88.002312	81.712183	85.113847	3.105369	0.9262	1.007176	1	1	0	1	0	3	2
17	12	Female	Hispanic	3	HS	Private	City	67.442022	71.407513	75.178152	2.817084	0.890286	0.832879	1	0	0	0	0	3	2
15	10	Male	Hispanic	2	HS	Public	Suburban	83.948227	87.418914	82.827617	2.925018	0.976202	1.433941	1	0	0	0	0	3	1
18	12	Female	White	4	HS	Public	Town	75.624932	72.402585	86.607119	3.558989	0.883509	0.784285	1	1	1	0	1	5	1
18	12	Male	Black	2	<HS	Public	Rural	79.309948	80.576152	82.749871	3.328206	0.963953	0.685456	1	0	0	0	1	3	1
15	10	Male	Hispanic	1	HS	Public	Town	54.134557	55.105115	50.218626	2.101505	0.784143	0.561835	0	1	0	0	0	4	3
15	10	Male	Hispanic	4	SomeCollege	Private	City	69.967246	70.606876	66.051723	2.754364	0.849116	1.398354	1	1	0	0	0	3	2
16	11	Male	Other	3	HS	Private	City	75.222565	77.87545	64.45552	3.149118	0.905175	1.165861	1	1	0	1	0	2	1
14	9	Male	White	3	SomeCollege	Public	City	96.573077	80.50824	84.326218	3.250093	0.956838	0.981704	1	1	0	1	0	1	2
15	10	Male	Black	4	SomeCollege	Public	Suburban	65.501516	53.727943	64.623621	2.40307	0.827936	0.545497	1	0	0	1	1	3	4
18	12	Female	Black	4	<HS	Public	City	86.151115	86.675604	77.212596	3.427962	0.926889	1.119689	1	1	0	0	0	5	1
18	12	Male	White	4	Bachelors+	Private	City	69.895247	63.986879	75.167895	2.881104	0.906402	1.097189	1	1	1	0	0	4	2
18	12	Female	White	2	<HS	Public	City	84.685225	89.324606	78.919022	3.533154	0.949748	0.993752	1	1	1	0	0	4	1
18	12	Female	Hispanic	2	<HS	Public	Rural	74.825982	71.394017	83.61915	3.274235	0.86109	0.646882	0	1	0	0	0	3	3
17	12	Male	Black	4	SomeCollege	Public	Town	82.265571	73.18713	86.559766	2.743961	0.923503	1.297109	1	1	0	0	1	1	2
14	9	Female	White	1	Bachelors+	Private	Rural	87.660938	77.067974	83.833493	2.840014	0.943399	0.854152	1	1	0	1	0	2	1
15	10	Female	Other	2	SomeCollege	Public	Rural	67.807106	59.606671	62.249392	2.711663	0.828564	0.742724	1	1	0	0	0	2	2
15	10	Female	White	1	HS	Public	Suburban	83.241825	73.349163	84.150689	3.27953	0.9276	1.403377	1	1	0	0	0	3	1
17	12	Male	Hispanic	2	HS	Public	Rural	77.197204	82.988954	75.783818	2.938131	0.896663	1.392351	1	1	1	0	0	4	3
17	12	Female	White	4	SomeCollege	Public	City	64.395015	80.560329	67.401224	2.516994	0.875347	0.839232	1	0	1	1	1	2	4
14	9	Male	White	2	Bachelors+	Public	Rural	66.468327	77.754751	72.270626	2.706106	0.856176	0.725855	1	1	0	1	0	3	2
14	9	Male	Hispanic	2	<HS	Public	Suburban	81.040479	93.102137	87.612886	3.527348	0.956581	0.792043	0	1	0	0	0	3	3
15	10	Female	Hispanic	1	<HS	Public	City	83.343468	84.391768	83.534374	3.500754	0.934055	1.334662	1	1	1	1	0	1	3
17	12	Female	White	3	Bachelors+	Public	Suburban	84.560884	92.205405	96.389683	3.322453	0.969517	1.051636	1	1	0	0	0	3	3
18	12	Female	Asian	4	HS	Public	City	74.022683	63.391671	69.342395	2.568237	0.885168	0.66436	1	1	0	0	0	2	2
14	9	Female	Asian	4	SomeCollege	Public	City	96.263903	88.857924	86.293516	3.918231	0.974555	1.829842	1	0	0	1	0	2	2
16	11	Male	Hispanic	3	Bachelors+	Public	Suburban	79.142395	77.450386	66.78837	2.280972	0.913112	1.030441	1	0	1	1	0	5	1
17	12	Male	Black	3	SomeCollege	Private	Suburban	74.778089	79.40493	81.692004	2.95065	0.951034	1.035272	1	1	1	0	0	3	1
17	12	Female	White	4	HS	Public	Suburban	66.391069	68.448346	70.548294	2.792173	0.856317	0.64465	1	0	1	1	1	2	1
17	12	Male	White	4	HS	Public	City	82.097142	84.074839	79.285689	3.246565	0.967908	1.360029	1	1	0	0	0	4	1
15	10	Female	Hispanic	2	SomeCollege	Public	Suburban	91.605033	99.357252	89.668809	3.615225	1	1.454751	1	1	1	1	1	4	1
15	10	Male	Hispanic	4	SomeCollege	Public	City	75.951864	75.709365	87.28933	2.902733	0.905673	1.188538	1	0	0	1	0	2	1
18	12	Male	Hispanic	3	Bachelors+	Public	Town	84.101323	78.659535	85.345976	3.5334	0.951803	0.920307	1	0	0	0	0	3	1
15	10	Male	Black	4	Bachelors+	Public	City	63.577931	69.886391	69.237698	3.104139	0.886743	0.692083	1	1	0	1	0	1	1
18	12	Female	White	3	HS	Public	Suburban	81.856087	78.831865	84.741728	3.229029	0.9551	0.725412	1	0	0	1	0	4	2
14	9	Female	Hispanic	4	SomeCollege	Public	Suburban	79.350753	62.86086	57.171111	2.958266	0.872226	1.544489	1	1	0	0	0	1	1
15	10	Female	Hispanic	1	<HS	Public	City	73.039293	68.640426	81.281737	3.066965	0.897994	1.16353	0	1	0	0	1	2	1
14	9	Female	Other	3	HS	Private	Suburban	50.761798	58.464792	55.024993	2.057713	0.804017	0.368032	1	0	1	0	0	2	3
18	12	Male	White	3	HS	Public	Town	77.599486	67.226322	64.857551	3.336882	0.888694	0.975082	1	0	0	1	0	4	2
17	12	Female	White	3	SomeCollege	Public	Rural	89.260378	81.964167	77.028612	3.675608	0.944382	0.992639	1	1	0	1	1	3	2
16	11	Female	White	4	Bachelors+	Public	Town	67.502095	80.101039	77.641733	3.137431	0.924014	0.867785	1	1	1	0	0	3	1
18	12	Female	White	1	SomeCollege	Public	City	66.847507	54.518973	57.05757	2.526069	0.800698	0.558435	1	0	1	1	1	5	2
17	12	Female	White	4	Bachelors+	Private	Rural	82.342166	87.756102	88.304462	3.445808	0.932849	1.093891	1	1	0	1	0	4	2
14	9	Male	White	1	SomeCollege	Public	City	62.370644	57.958891	57.306307	2.405979	0.839084	0.842769	1	1	0	0	0	4	2
16	11	Male	White	2	Bachelors+	Public	Rural	70.532246	64.281124	74.312521	2.98204	0.854292	1.013703	1	1	0	0	0	5	3
15	10	Female	Hispanic	1	<HS	Public	Suburban	72.049986	74.20138	70.045799	2.860999	0.893454	1.155967	0	0	0	1	1	4	2
16	11	Female	Asian	4	Bachelors+	Public	Suburban	80.143244	78.097162	81.654969	3.631295	0.916527	1.499747	1	0	1	1	0	3	4
17	12	Female	Two-or-more	4	SomeCollege	Public	Suburban	60.451415	58.721884	76.46904	3.057107	0.827483	0.390703	1	1	0	0	0	3	2
16	11	Male	White	4	Bachelors+	Public	City	72.657348	68.326806	77.80391	3.103969	0.831837	0.489635	1	1	0	0	0	3	3
14	9	Female	White	3	HS	Private	Rural	74.323702	73.940806	78.736516	3.170334	0.853499	0.925664	1	0	1	0	0	3	1
18	12	Female	Black	3	HS	Public	City	76.075215	74.447754	66.234113	3.238807	0.848104	0.585987	1	1	0	1	0	4	4
14	9	Female	White	3	<HS	Private	Suburban	71.331988	83.591105	72.314942	3.058968	0.905663	1.185424	1	1	0	0	0	3	1
14	9	Male	Hispanic	1	<HS	Public	City	87.086965	76.08945	80.395542	3.08175	0.957666	1.489747	1	0	0	1	1	3	2
14	9	Male	Hispanic	4	Bachelors+	Public	Suburban	71.798099	79.550221	70.81395	3.350921	0.947746	0.800944	1	1	0	0	0	2	2
18	12	Female	White	3	Bachelors+	Public	City	78.350784	76.580093	83.504892	3.049674	0.923657	0.852964	1	1	0	1	0	3	2
15	10	Female	Hispanic	3	Bachelors+	Public	Rural	73.574924	72.86365	71.053214	2.907102	0.902832	1.524008	1	0	0	0	0	3	3
18	12	Female	Black	4	SomeCollege	Public	Suburban	78.790937	68.096851	81.508265	3.176469	0.920395	1.067455	1	0	0	0	0	3	1
16	11	Female	Black	2	<HS	Public	City	71.794066	61.832569	66.474029	2.509057	0.841624	0.962349	1	0	0	1	1	4	1
17	12	Male	Asian	2	SomeCollege	Public	City	72.226741	70.844653	82.098563	2.975236	0.846382	1.171772	1	1	0	0	1	2	3
17	12	Male	Asian	2	HS	Public	Suburban	64.905723	54.204412	62.062474	2.563624	0.82316	0.476502	1	0	0	0	0	3	4
18	12	Male	Hispanic	4	SomeCollege	Public	Suburban	54.856744	64.348292	63.940945	2.684049	0.827008	1.118489	1	1	1	1	0	4	1
18	12	Male	White	4	HS	Public	Suburban	64.942309	72.564245	60.864555	2.780453	0.857362	0.805916	1	0	0	0	1	2	1
18	12	Female	White	4	HS	Public	Rural	72.788438	81.989917	67.396437	2.670823	0.939038	1.313177	1	1	1	0	0	3	3
14	9	Female	Hispanic	1	<HS	Public	City	66.819087	77.425966	67.773112	2.647356	0.880541	0.945285	1	0	0	0	1	1	2
15	10	Female	Black	4	HS	Public	City	89.080424	79.042136	88.57486	2.896776	0.961094	1.426289	1	0	0	0	0	3	2
16	11	Female	Black	4	SomeCollege	Public	Suburban	65.930297	75.996137	70.011904	2.644013	0.87097	0.857635	1	0	0	1	0	3	2
14	9	Female	Hispanic	2	Bachelors+	Public	Suburban	56.327034	70.477802	70.138625	2.612948	0.854945	0.979727	1	1	0	0	0	5	3
17	12	Female	White	3	<HS	Private	Rural	73.468688	73.1764	69.964738	3.095956	0.902019	0.384247	1	1	0	0	0	2	2
14	9	Female	Hispanic	3	Bachelors+	Public	Suburban	81.321387	63.451574	78.438325	3.04299	0.878185	1.391314	1	0	0	0	0	2	3
18	12	Male	White	4	Bachelors+	Public	Town	68.929387	71.28674	64.756739	2.780909	0.892834	0.920045	1	1	0	0	0	2	2
15	10	Female	Black	3	HS	Public	Town	75.804308	68.514174	72.418207	2.455449	0.897198	1.042735	1	1	1	0	0	2	3
15	10	Male	White	1	HS	Public	City	74.871163	75.948011	76.716694	2.580552	0.935503	1.43245	0	0	0	0	0	2	3
15	10	Female	Two-or-more	1	Bachelors+	Public	City	91.209135	84.665416	79.924063	4	0.959065	0.772926	1	1	0	1	0	3	1
14	9	Male	Black	1	HS	Public	Town	68.177622	77.963998	64.260061	3.081828	0.896118	0.635723	1	1	0	1	0	3	2
14	9	Male	Black	1	<HS	Public	City	75.686739	81.214568	81.770552	3.17167	0.891184	1.456179	1	1	0	1	0	4	2
18	12	Male	White	1	HS	Public	Rural	68.698003	75.092857	59.59741	2.670385	0.854204	1.049883	1	0	0	1	1	1	3
14	9	Female	White	3	SomeCollege	Public	Suburban	73.252075	69.84554	67.994509	2.792707	0.882224	0.635666	1	1	0	1	0	3	3
14	9	Male	Black	3	SomeCollege	Public	Rural	89.801315	84.091636	80.200271	3.231974	0.923603	1.232776	1	1	0	0	0	4	2
16	11	Male	White	2	Bachelors+	Public	City	53.671281	62.051874	58.575785	2.830478	0.824389	0.582647	0	0	0	0	1	3	4
15	10	Female	Hispanic	3	<HS	Public	Suburban	68.980804	70.140322	74.091586	3.34845	0.848162	0.773412	0	1	0	0	1	4	3
17	12	Male	Hispanic	1	<HS	Public	Town	78.91002	81.968491	73.608513	3.268273	0.913939	0.761329	0	1	0	0	0	2	3
17	12	Male	White	3	Bachelors+	Public	Suburban	98.44777	98.730093	88.128138	4	1	1.452124	1	1	0	1	1	4	1

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