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	White	4	SomeCollege	Public	City	66.359979	77.580131	75.727167	2.900327	0.90719	1.176569	1	1	0	1	1	2	2
16	11	Female	White	4	SomeCollege	Public	City	85.110153	85.262847	80.416067	3.101858	0.897132	1.497951	1	0	0	0	1	3	2
15	10	Male	Hispanic	3	SomeCollege	Public	City	75.544343	94.39	97.104769	3.290029	0.969791	1.328913	1	1	0	1	1	2	2
16	11	Male	White	1	SomeCollege	Public	Rural	77.185243	72.635986	75.859509	3.309522	0.860026	1.105839	1	1	0	0	0	2	3
16	11	Female	Hispanic	1	HS	Public	Suburban	69.378547	68.733813	71.15754	2.863957	0.86761	0.524289	1	0	0	1	0	2	1
15	10	Female	Hispanic	3	Bachelors+	Private	City	87.129316	69.214382	76.385221	3.199259	0.92036	0.960749	1	1	0	1	1	4	2
14	9	Male	White	4	Bachelors+	Public	City	84.391065	77.177772	74.183351	2.87916	0.914083	1.043757	1	1	0	1	0	3	3
14	9	Male	White	1	HS	Public	Suburban	70.872326	72.499707	73.939196	3.097214	0.888535	0.412225	1	0	0	0	1	3	1
16	11	Female	Black	4	HS	Public	Rural	63.104608	69.126646	72.96818	2.771046	0.845388	1.131827	1	0	0	1	0	2	1
17	12	Female	White	4	SomeCollege	Public	Rural	74.788393	73.962836	72.159591	3.096289	0.89356	1.227372	1	1	0	1	0	2	3
16	11	Male	White	3	HS	Public	Rural	71.683171	72.133804	69.176942	3.240004	0.883961	1.017648	1	1	0	0	0	5	1
17	12	Female	Black	2	<HS	Private	Town	68.48862	62.34193	79.589409	2.989768	0.858535	0.84746	1	1	0	0	0	2	2
18	12	Female	White	1	SomeCollege	Public	Rural	77.532321	73.083342	79.955093	3.155532	0.889829	0.99949	0	1	0	1	0	1	5
18	12	Male	White	2	HS	Public	City	76.784299	75.100821	70.395363	2.799575	0.920527	1.324914	0	1	1	0	1	5	1
17	12	Female	Hispanic	2	HS	Private	Suburban	63.311842	59.824658	52.530481	2.730832	0.796527	0.610824	0	1	0	0	1	3	2
14	9	Male	Black	1	HS	Public	Suburban	90.583087	88.635281	87.95767	3.570335	0.98431	1.280606	1	1	0	1	0	2	1
15	10	Male	Hispanic	1	<HS	Public	Town	68.585593	66.240155	68.547589	2.765481	0.839627	0.486871	0	0	0	0	0	2	1
17	12	Male	Other	2	<HS	Private	City	80.275245	89.748399	76.357303	3.350299	0.957952	0.842588	1	1	0	0	0	4	1
15	10	Female	White	2	HS	Public	Rural	78.671846	62.888319	76.655344	3.164323	0.920476	1.413697	1	1	0	0	0	3	2
17	12	Female	Black	4	Bachelors+	Public	Suburban	83.258221	91.225476	91.109522	3.403948	0.945885	1.484469	1	1	0	1	0	3	2
17	12	Female	Black	1	SomeCollege	Public	Rural	79.766931	90.714131	80.399776	3.420164	0.957645	0.901015	1	1	0	0	0	3	3
16	11	Male	White	1	HS	Public	Suburban	85.847776	83.703799	79.232018	3.294602	0.982517	0.705672	1	1	1	0	0	2	3
18	12	Male	Hispanic	1	SomeCollege	Public	Town	82.344746	89.27349	85.073969	3.815257	0.930314	1.309308	1	1	0	1	0	4	4
15	10	Female	White	2	HS	Public	City	66.245034	69.575615	74.319373	3.079055	0.878923	1.194261	1	0	0	1	1	3	2
18	12	Male	Hispanic	3	HS	Public	Rural	53.611538	46.096683	63.7254	2.327631	0.829604	1.076415	1	1	0	0	1	3	1
16	11	Female	Hispanic	3	<HS	Public	Suburban	68.507493	57.940185	54.759437	2.384736	0.866222	0.99343	1	1	0	0	0	3	4
14	9	Male	Hispanic	4	Bachelors+	Public	Suburban	68.050917	58.662555	64.832016	1.979523	0.835014	0.867842	1	0	0	0	0	1	3
14	9	Female	Hispanic	4	Bachelors+	Private	City	90.571819	92.343212	85.651722	3.491411	0.952363	1.401904	1	1	0	1	0	4	1
18	12	Female	Black	3	SomeCollege	Public	Suburban	74.781559	75.105004	68.099317	2.944606	0.859587	0.619784	1	0	0	0	1	5	2
15	10	Female	Hispanic	3	SomeCollege	Public	Rural	92.047982	85.796365	84.276599	3.329851	0.978284	0.936345	1	1	0	1	0	1	2
15	10	Female	Asian	3	SomeCollege	Public	Rural	84.103655	93.231576	95.585474	3.376236	0.997549	0.887324	0	1	0	1	0	4	3
14	9	Female	White	1	<HS	Public	Suburban	75.243222	68.750183	77.899943	3.219977	0.901978	1.013171	0	0	0	0	0	3	1
16	11	Female	White	4	SomeCollege	Public	Rural	82.564819	86.360802	84.038329	2.960757	0.9534	1.501951	1	1	1	1	1	3	2
18	12	Female	Black	2	SomeCollege	Public	Rural	80.872583	69.282931	80.954048	2.956469	0.954251	0.809235	1	1	0	0	0	2	2
18	12	Female	White	1	SomeCollege	Public	Suburban	66.848115	56.736138	63.703978	2.582491	0.83633	0.970018	1	0	0	1	0	2	3
14	9	Female	White	1	<HS	Public	City	68.466401	75.699687	74.510518	2.554751	0.883506	0.988574	0	1	0	0	1	3	1
16	11	Female	White	4	HS	Public	Rural	81.041853	79.131188	76.865655	3.287803	0.951756	0.606289	1	0	0	0	0	3	1
15	10	Male	White	4	Bachelors+	Private	Suburban	82.849825	82.656357	82.7489	3.358025	0.929275	1.299191	1	0	0	1	0	4	2
17	12	Male	Hispanic	3	SomeCollege	Public	Suburban	89.850865	90.667813	96.410835	3.678011	0.973652	1.520306	1	1	0	1	0	3	1
15	10	Female	White	3	SomeCollege	Public	Rural	65.372556	72.727335	74.859806	2.322981	0.889773	1.024662	1	0	0	0	0	3	1
17	12	Male	White	2	<HS	Public	City	78.009397	82.920197	88.543154	3.433921	0.960025	1.555607	1	0	0	0	1	3	1
14	9	Male	White	1	Bachelors+	Public	Suburban	71.417829	72.003515	68.115651	2.86431	0.863139	0.739129	1	0	0	1	0	3	4
15	10	Male	White	1	HS	Public	Rural	67.469631	70.650297	83.995234	2.890208	0.8591	1.251906	1	0	1	1	0	2	3
16	11	Female	White	3	SomeCollege	Public	Suburban	64.422553	77.627028	76.368746	2.863945	0.916579	0.409089	1	1	1	1	0	3	1
17	12	Female	White	3	SomeCollege	Public	Suburban	68.855325	82.955292	72.826616	3.4488	0.897574	0.890547	1	0	0	1	1	5	1
17	12	Female	Black	3	Bachelors+	Private	Suburban	59.759277	61.813992	51.256351	1.76073	0.838582	0.816952	1	1	0	1	0	4	1
18	12	Female	Two-or-more	1	SomeCollege	Public	Suburban	62.630413	64.467375	57.910639	2.727415	0.829648	0.422949	1	1	0	1	0	4	1
14	9	Female	White	3	SomeCollege	Public	City	75.542015	91.252523	90.330174	3.468557	0.960586	0.789829	1	0	1	0	0	4	1
17	12	Male	Hispanic	2	<HS	Public	City	72.209326	74.416955	78.626059	2.909492	0.889551	0.685001	1	0	0	0	0	3	1
17	12	Male	White	3	SomeCollege	Public	Suburban	89.767865	98.863221	89.41094	4	1	1.503679	1	0	0	1	0	5	2
18	12	Female	White	1	HS	Public	Town	86.017047	75.139556	79.245421	3.331009	0.927053	1.153496	1	1	1	0	0	2	1
16	11	Female	Black	4	<HS	Public	Suburban	71.591056	74.913904	85.108864	2.956187	0.923314	0.858635	1	1	0	0	0	2	3
17	12	Male	Hispanic	1	HS	Public	City	70.237437	65.081918	64.744572	2.498835	0.820349	1.096414	1	0	1	1	1	3	3
17	12	Male	White	3	SomeCollege	Public	Suburban	56.039714	66.206504	55.244364	2.084657	0.836062	0.678954	1	0	0	0	0	3	1
14	9	Female	Hispanic	3	Bachelors+	Public	Rural	69.137937	84.275199	89.32596	3.09407	0.937871	0.977675	1	1	1	1	0	3	3
15	10	Male	Hispanic	2	HS	Public	Suburban	97.143931	98.559688	93.280042	3.793199	1	0.78511	1	1	0	0	0	4	2
14	9	Male	White	1	HS	Public	City	78.576386	80.113747	79.077094	2.931214	0.896123	0.755392	1	0	0	1	0	3	1
16	11	Female	Hispanic	2	<HS	Public	Town	83.550909	69.311443	79.981348	3.910796	0.963197	0.385278	1	1	0	1	0	2	2
17	12	Male	Hispanic	4	Bachelors+	Public	City	72.658088	73.429572	77.180824	2.845915	0.924134	0.635354	1	0	0	1	1	2	3
14	9	Male	White	2	HS	Public	Town	65.898469	76.443562	68.967114	2.808568	0.852523	2.164116	1	1	0	1	0	3	1
15	10	Male	Black	4	Bachelors+	Public	Town	92.71722	100	79.223494	3.772477	0.981218	1.357649	1	1	0	1	0	3	1
18	12	Female	Hispanic	3	SomeCollege	Public	City	77.027861	77.790104	82.933277	3.335357	0.925689	1.159101	1	0	0	0	1	2	3
18	12	Female	Other	2	SomeCollege	Public	Town	73.822223	75.702793	84.715234	3.352795	0.952021	1.463455	1	0	0	1	0	3	2
15	10	Male	Black	1	<HS	Public	Suburban	69.913035	67.007352	64.300119	2.244901	0.848653	0.916139	0	1	0	0	0	1	3
14	9	Female	White	3	HS	Private	Suburban	78.61119	69.730501	73.144464	2.639298	0.898383	0.750531	1	1	0	0	0	3	3
17	12	Female	White	4	Bachelors+	Public	Rural	84.126395	94.329518	87.373837	3.499603	0.973643	1.591926	1	1	0	0	0	3	1
18	12	Male	White	3	Bachelors+	Private	Rural	85.697468	77.588042	72.941929	3.263359	0.907177	1.777486	1	1	0	1	0	1	2
14	9	Male	Hispanic	2	HS	Public	Rural	69.797189	85.850726	72.193656	2.828372	0.883551	1.086526	1	0	0	0	0	4	2
15	10	Male	Hispanic	1	SomeCollege	Public	City	75.0223	84.58968	71.413205	3.070104	0.892024	0.921937	1	0	0	1	0	5	3
18	12	Female	White	3	Bachelors+	Public	City	82.187786	70.845632	73.63183	3.501843	0.872743	1.298119	1	0	0	0	1	3	4
15	10	Male	Hispanic	1	HS	Public	City	76.310058	82.391758	80.009074	3.503894	0.8981	0.876157	1	1	0	0	0	2	3
14	9	Female	White	1	HS	Public	City	81.781502	94.305132	82.311974	3.584458	0.962509	1.462605	1	1	0	0	1	3	1
16	11	Male	White	2	SomeCollege	Public	Suburban	78.078525	75.956261	77.117517	2.839423	0.926731	0.774827	1	1	0	0	0	2	3
18	12	Male	Two-or-more	3	HS	Public	Rural	76.197225	73.560097	76.438624	3.384781	0.903734	1.313499	1	0	0	0	1	3	2
18	12	Female	Hispanic	1	HS	Public	City	74.327653	76.760847	73.405914	2.769552	0.871043	0.799455	1	0	0	0	0	3	1
16	11	Female	Black	3	SomeCollege	Public	City	73.389655	73.194946	77.921679	2.998075	0.883479	0.723965	0	0	1	0	0	2	1
14	9	Male	White	4	Bachelors+	Public	Suburban	73.141255	81.041661	81.977119	3.073193	0.924444	0.873204	1	0	0	0	0	5	1
14	9	Male	White	3	Bachelors+	Public	Rural	87.463599	85.99624	95.959081	4	0.980063	1.421616	1	0	0	0	0	2	2
18	12	Male	Hispanic	1	<HS	Public	City	86.872223	92.507992	93.739185	3.466836	0.985387	1.1141	1	1	1	0	0	3	4
17	12	Male	White	3	HS	Public	City	81.436537	82.800438	76.68427	3.211877	0.9571	1.617902	1	0	0	0	1	2	3
15	10	Male	Hispanic	4	Bachelors+	Private	Suburban	73.222983	74.335995	77.479657	2.808868	0.880965	0.825118	1	0	0	1	0	4	2
17	12	Female	White	3	Bachelors+	Public	City	72.398739	61.455164	59.912252	2.165465	0.85587	0.556392	1	0	1	0	0	2	2
17	12	Male	Hispanic	1	<HS	Public	Town	74.066173	79.530368	72.71933	2.78384	0.922077	0.797287	1	0	0	0	0	3	1
18	12	Female	Hispanic	1	<HS	Public	Suburban	62.430351	73.771286	67.343633	2.772323	0.844773	0.431889	1	1	0	0	0	4	2
16	11	Male	Black	1	<HS	Public	Suburban	76.013347	81.411792	81.856947	3.668097	0.93059	1.436896	1	1	0	0	0	3	2
15	10	Male	White	4	HS	Public	Suburban	56.929508	57.426248	63.32107	2.195907	0.819567	0.552552	1	1	0	0	0	4	1
16	11	Female	Other	4	SomeCollege	Public	Suburban	76.573487	74.848731	71.096444	3.10099	0.931363	1.38042	1	1	0	0	0	5	1
15	10	Male	Hispanic	1	HS	Public	Rural	61.518531	69.333991	73.065101	2.932045	0.864644	1.012457	0	1	0	0	0	2	3
16	11	Male	White	4	SomeCollege	Public	City	75.847487	81.650911	69.795092	2.871654	0.923109	1.588823	1	0	0	1	0	1	3
15	10	Male	Hispanic	2	HS	Public	Town	77.645236	74.795121	82.129204	3.032259	0.893775	1.144356	1	1	0	0	0	3	2
17	12	Male	Black	1	Bachelors+	Public	City	63.898933	75.960801	72.864332	3.005852	0.876879	0.85387	1	0	0	0	0	3	3
16	11	Female	Black	4	HS	Public	City	56.722602	65.984489	65.019304	2.653724	0.840994	0.976362	1	1	0	1	1	3	2
17	12	Male	Black	4	SomeCollege	Public	City	67.033843	74.463043	77.961921	2.462346	0.890913	0.824038	1	0	0	1	1	3	3
16	11	Male	Hispanic	4	HS	Public	City	80.674368	65.868228	75.134746	3.15054	0.890747	0.753781	1	1	0	0	0	2	1
17	12	Female	Asian	2	SomeCollege	Public	Town	68.81921	68.09651	73.450515	2.893877	0.85857	0.955691	1	0	0	1	0	3	2
16	11	Male	Two-or-more	4	Bachelors+	Public	City	61.497762	72.198161	61.534542	2.517322	0.875875	0.607574	1	0	0	1	0	2	2
15	10	Male	White	2	SomeCollege	Public	Suburban	65.759168	68.273313	67.242259	2.628891	0.842786	0.814164	1	0	0	1	0	3	1
15	10	Male	Hispanic	4	HS	Public	Suburban	88.905639	81.404891	90.357885	3.543543	0.954606	1.156047	1	0	0	0	1	4	1
17	12	Female	White	4	SomeCollege	Public	Suburban	61.183565	74.707735	77.277971	3.009236	0.86042	0.902436	1	0	0	1	0	3	1
18	12	Female	Hispanic	4	SomeCollege	Public	Suburban	64.117649	68.440055	54.459217	2.40616	0.865348	1.043925	1	1	0	1	0	2	2

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