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
18	12	Female	Two-or-more	3	<HS	Public	Rural	74.393828	86.550597	81.308454	3.077793	0.923158	1.129991	1	1	0	0	0	4	1
14	9	Male	Black	4	SomeCollege	Private	Suburban	70.157878	82.914366	81.912413	2.982702	0.921558	0.364425	1	1	0	0	1	4	1
18	12	Male	White	1	HS	Public	Rural	84.653416	79.811939	84.836674	3.31172	0.964419	1.089561	1	0	1	1	0	5	1
15	10	Male	Asian	4	Bachelors+	Public	Suburban	70.012038	68.272933	68.8675	2.655735	0.876407	0.880337	1	1	1	0	0	4	3
16	11	Female	Black	4	Bachelors+	Private	City	72.35597	75.076392	75.877405	3.527819	0.873477	0.607528	1	0	0	1	0	5	3
14	9	Male	White	1	Bachelors+	Public	City	80.8295	66.597765	79.505893	3.169865	0.916501	1.058943	1	0	1	0	0	2	3
15	10	Female	Black	4	SomeCollege	Public	Suburban	60.532606	59.764571	62.228762	2.004756	0.864324	0.639891	1	0	1	0	0	3	2
17	12	Male	White	3	Bachelors+	Private	Suburban	91.009372	77.203116	88.185639	3.766431	0.97509	1.072546	1	0	0	1	0	3	1
14	9	Male	White	2	SomeCollege	Public	Town	72.044951	70.577157	68.145173	2.647794	0.895914	1.092555	1	0	0	1	0	2	2
14	9	Female	White	3	Bachelors+	Public	Rural	85.727689	61.159254	70.988878	2.792642	0.878338	1.063034	1	1	0	0	0	4	2
18	12	Female	Black	1	<HS	Public	City	55.272007	64.0069	65.019588	2.300843	0.8074	1.022842	1	0	1	1	0	3	1
17	12	Female	White	2	SomeCollege	Private	City	68.734096	72.38906	75.183318	2.561907	0.903141	0.999302	1	0	1	0	0	3	1
15	10	Male	Two-or-more	2	Bachelors+	Public	Suburban	61.607427	64.24388	78.176613	2.710343	0.883673	1.457309	1	0	0	1	0	3	2
14	9	Female	White	2	HS	Public	Town	82.460414	76.542545	68.512321	3.301074	0.927287	1.286431	1	0	0	0	0	4	4
17	12	Female	Hispanic	2	SomeCollege	Public	City	74.171472	85.615426	88.64267	2.906013	0.89182	1.481768	1	1	0	0	0	4	2
17	12	Female	Black	1	HS	Public	Suburban	76.448625	76.440606	65.165645	3.071845	0.884315	0.785873	0	1	1	0	0	3	4
18	12	Male	White	4	SomeCollege	Private	City	69.964908	59.999432	66.025917	2.654969	0.857168	0.931318	1	1	0	1	0	3	2
17	12	Female	Other	1	<HS	Public	City	62.198725	56.595925	58.304463	2.536352	0.851397	0.930459	0	1	0	0	0	3	1
14	9	Male	Two-or-more	4	SomeCollege	Public	Suburban	77.678707	73.577561	91.838622	3.361068	0.9181	1.149723	1	1	0	1	1	3	3
17	12	Male	White	4	HS	Public	Suburban	77.733819	72.651985	76.883797	2.716801	0.883766	0.743821	1	0	0	0	0	3	1
18	12	Male	Asian	4	Bachelors+	Public	City	64.47697	60.954728	61.71106	2.921958	0.817082	0.644375	1	0	1	1	0	4	1
18	12	Female	Asian	4	SomeCollege	Private	Suburban	96.880722	96.613677	100	3.917561	1	1.737951	1	1	0	1	0	4	2
17	12	Male	White	4	HS	Public	City	66.978063	71.867616	68.737134	2.150824	0.88325	0.460794	1	1	0	0	0	3	1
14	9	Female	Asian	4	HS	Public	Suburban	68.801859	81.802893	75.910577	3.301679	0.868542	0.716169	1	0	0	1	1	2	2
17	12	Male	White	2	<HS	Public	City	67.662809	66.91784	70.057569	3.020008	0.886789	0.361172	1	1	1	0	1	4	3
17	12	Male	Hispanic	3	SomeCollege	Public	Rural	62.647722	51.151259	60.477038	2.416003	0.805358	1.059405	0	0	0	1	0	2	4
16	11	Female	Hispanic	4	SomeCollege	Public	Suburban	96.0752	82.226334	87.565689	3.498156	0.986974	1.298775	1	0	0	1	0	3	3
15	10	Male	Hispanic	2	SomeCollege	Public	Town	77.312056	70.680442	73.104009	2.820513	0.905708	0.858915	1	1	0	0	0	3	2
14	9	Male	Black	1	<HS	Public	City	87.943363	81.443167	71.833298	2.794439	0.9429	1.355449	1	1	0	0	0	2	1
17	12	Female	White	1	<HS	Public	City	72.595615	80.39913	72.183548	2.938363	0.90433	1.392148	1	1	0	0	0	1	2
14	9	Male	White	1	SomeCollege	Public	Suburban	100	92.598371	86.944913	3.538696	0.979303	1.993236	1	1	0	1	0	3	1
14	9	Female	Black	3	Bachelors+	Public	City	78.128531	81.291724	68.448279	3.217262	0.868564	0.884095	1	1	0	1	0	4	2
17	12	Male	Asian	3	HS	Public	Suburban	78.140196	65.076145	68.540794	3.017064	0.929562	0.747058	1	1	0	1	0	2	2
15	10	Male	Hispanic	3	<HS	Public	City	69.385828	70.522699	73.02162	2.921432	0.864345	0.773448	0	0	0	0	0	3	3
16	11	Female	White	3	SomeCollege	Private	Suburban	82.029672	83.047221	78.264945	2.771363	0.933688	0.785027	1	0	0	0	1	3	2
16	11	Female	Two-or-more	3	Bachelors+	Public	City	77.046575	86.226458	90.680508	3.00898	0.946824	1.385785	1	1	0	1	0	4	2
16	11	Male	White	4	HS	Public	Rural	64.830387	75.288392	65.953121	2.444856	0.877902	0.647798	1	0	0	0	0	3	2
15	10	Male	Hispanic	1	<HS	Public	Suburban	89.538877	87.72977	90.79765	3.217978	1	0.786137	1	0	0	0	0	5	3
16	11	Female	White	3	HS	Public	City	75.445816	77.972379	73.561159	2.059039	0.868059	0.695689	1	1	0	1	0	2	3
17	12	Male	Hispanic	1	<HS	Public	Town	92.62135	73.527996	83.247546	3.089853	0.945296	0.97343	1	1	0	1	1	3	4
18	12	Male	White	3	Bachelors+	Public	Suburban	80.615839	74.408948	75.078048	2.894244	0.889012	0.904764	1	0	1	1	0	2	1
18	12	Female	Hispanic	2	<HS	Public	Rural	67.623664	60.129778	63.949744	2.309732	0.85541	0.274014	0	1	0	0	1	3	2
18	12	Male	Hispanic	1	SomeCollege	Public	Suburban	82.168159	68.944221	85.289797	3.383394	0.942184	1.13495	1	0	0	0	0	3	2
14	9	Male	White	3	SomeCollege	Private	Rural	78.633608	86.311599	75.793002	2.903541	0.911587	1.368094	1	0	0	0	0	4	1
17	12	Male	White	4	Bachelors+	Private	City	68.320205	80.397066	67.710464	2.805967	0.922306	1.244914	1	0	0	1	0	3	1
15	10	Female	White	1	<HS	Public	City	66.695976	73.663793	73.422718	3.360115	0.872389	1.043199	1	1	0	1	0	4	2
15	10	Female	White	3	HS	Public	Suburban	80.118495	63.159018	74.171791	2.995466	0.896444	0.499532	1	0	0	0	0	2	3
17	12	Male	Black	2	HS	Public	City	77.005366	67.387949	62.884871	3.510303	0.906714	0.78591	1	1	0	0	0	3	4
16	11	Male	White	2	HS	Public	Suburban	97.680332	86.59159	98.767917	3.307885	1	1.556561	1	1	0	1	1	4	4
16	11	Female	White	2	<HS	Public	Rural	76.230366	75.154722	81.654497	3.549203	0.926957	1.288539	1	1	0	0	0	2	2
18	12	Male	Hispanic	1	HS	Public	Town	74.408148	77.934044	79.010914	2.54104	0.90408	1.08144	0	1	0	0	0	2	1
14	9	Male	White	1	HS	Public	Rural	75.103699	89.184052	76.973861	3.312523	0.931519	1.430075	0	1	0	1	0	4	1
17	12	Female	Hispanic	4	SomeCollege	Public	City	71.122153	70.182428	67.930214	3.015562	0.840645	1.11617	1	0	0	0	0	2	2
15	10	Male	Black	3	Bachelors+	Public	City	62.792142	81.968084	71.973631	3.176218	0.914737	0.730629	1	0	0	1	0	4	5
14	9	Female	White	3	HS	Public	Suburban	78.084076	82.229197	75.48619	2.988574	0.910858	1.397237	0	1	0	0	0	1	1
18	12	Female	White	1	SomeCollege	Public	Suburban	93.42846	88.662055	78.171443	3.513557	0.992328	1.068457	1	0	0	0	0	1	2
15	10	Female	White	3	HS	Public	Suburban	71.887138	71.528049	63.587925	2.8004	0.879128	0.423032	1	1	0	0	0	5	2
15	10	Female	White	1	<HS	Public	City	90.700634	93.008152	95.711285	4	0.947513	1.172234	0	0	0	0	0	2	3
14	9	Female	Other	2	HS	Private	City	72.852945	66.315981	71.421015	2.231905	0.873462	0.334275	0	1	0	0	0	3	2
18	12	Male	Black	1	<HS	Public	Suburban	95.348928	88.868705	95.955747	4	0.99773	1.859144	1	1	0	0	1	3	2
15	10	Female	White	1	<HS	Public	Suburban	68.981527	75.522945	65.550116	2.564904	0.888439	1.265967	1	0	0	0	1	3	1
14	9	Male	Black	3	Bachelors+	Private	Rural	67.741928	65.433569	65.500545	2.61041	0.858113	1.409553	1	1	0	1	0	5	3
18	12	Male	Black	1	SomeCollege	Public	Rural	67.527535	76.586753	85.791148	2.800058	0.873461	1.192119	1	0	0	1	1	2	1
17	12	Male	Black	2	HS	Public	Suburban	84.418678	72.808863	71.511315	3.50593	0.965143	0.958532	1	0	0	0	0	2	2
15	10	Female	Hispanic	3	HS	Public	Suburban	65.803185	74.661614	72.093818	2.727728	0.859186	1.112517	1	1	0	0	0	4	3
15	10	Male	Hispanic	2	SomeCollege	Public	Suburban	58.563518	60.857991	65.18115	2.332448	0.842886	1.03593	1	1	0	1	0	2	2
17	12	Female	Hispanic	1	<HS	Public	City	79.785753	63.924752	69.022488	2.399876	0.865095	0.705775	0	0	0	0	0	3	1
18	12	Male	White	1	SomeCollege	Public	Suburban	97.26412	84.278648	81.41021	3.764032	0.94849	1.348062	1	1	0	0	1	3	3
17	12	Female	White	3	SomeCollege	Public	City	55.84463	72.696781	67.175014	2.770715	0.84218	0.715979	1	1	1	0	1	1	2
14	9	Female	White	4	<HS	Private	City	79.382068	89.142742	85.557958	3.553323	0.984296	1.168306	1	1	0	0	0	2	3
17	12	Female	Black	3	SomeCollege	Private	Rural	67.777656	71.277343	68.043772	3.255763	0.868158	0.801085	1	1	1	1	0	3	2
17	12	Female	White	3	Bachelors+	Public	Town	64.608637	61.915127	62.771329	2.228357	0.825586	1.062455	1	0	0	1	0	3	2
18	12	Female	White	4	Bachelors+	Private	Town	67.709648	63.994689	73.680255	2.864089	0.852724	0.931906	1	1	0	1	0	3	1
14	9	Male	White	1	HS	Public	City	64.106105	64.977162	53.666077	2.553891	0.808234	0.314943	0	0	0	0	0	2	3
17	12	Female	White	1	SomeCollege	Public	Town	69.006232	69.611678	70.553386	2.537259	0.873425	1.065445	1	0	0	1	0	1	2
14	9	Male	Black	2	Bachelors+	Public	City	85.142627	70.509624	80.740329	2.959303	0.917515	0.609389	1	0	0	1	0	5	1
14	9	Female	Hispanic	2	HS	Public	Suburban	76.282391	79.924932	79.900831	3.486581	0.943711	0.562684	1	1	0	1	0	4	4
18	12	Female	Black	3	SomeCollege	Public	Town	80.764227	85.952424	88.332069	3.193919	0.960981	1.729711	1	1	0	0	0	1	2
14	9	Female	Two-or-more	4	Bachelors+	Public	Town	54.410433	51.575278	68.776348	2.032215	0.797273	0.757933	1	1	1	0	0	4	2
15	10	Female	Hispanic	1	<HS	Public	City	51.042348	50.73766	57.406258	2.010827	0.78556	0.618505	0	0	0	0	0	2	3
15	10	Male	White	2	SomeCollege	Private	Suburban	66.967317	72.240652	70.678611	2.467436	0.931535	1.253566	0	1	1	0	1	3	2
15	10	Male	Hispanic	3	Bachelors+	Public	Suburban	84.927882	80.501452	65.655954	3.108472	0.927913	0.30591	1	0	0	0	0	3	3
17	12	Female	Hispanic	1	<HS	Public	Suburban	87.136065	82.875651	88.076589	3.745264	0.944709	1.282522	1	0	0	0	0	3	2
16	11	Female	White	1	Bachelors+	Public	Suburban	93.156228	91.640394	94.561724	3.544898	1	1.1459	1	0	1	0	0	2	1
16	11	Female	Other	2	HS	Public	City	66.417514	55.857395	56.974105	2.313619	0.819141	0.271259	1	1	0	0	0	4	2
14	9	Female	Asian	2	SomeCollege	Public	Rural	47.455811	60.023026	52.507171	2.007011	0.802546	0.452026	1	1	0	1	0	3	3
15	10	Female	Hispanic	3	HS	Public	City	79.350554	81.789069	75.230993	2.863588	0.942739	0.779518	1	1	1	0	0	4	3
16	11	Female	Two-or-more	3	HS	Public	Rural	80.848087	69.507976	80.183871	3.225259	0.909859	1.661275	1	1	0	0	0	2	3
16	11	Male	Two-or-more	4	Bachelors+	Public	Suburban	68.273735	66.311497	69.655455	2.649439	0.887413	0.640137	1	1	0	1	1	3	1
14	9	Male	Black	4	SomeCollege	Public	Town	69.60555	70.122206	70.724648	3.010573	0.890465	1.044382	1	0	1	1	0	2	1
14	9	Female	White	1	HS	Public	Suburban	75.241203	77.536686	74.277068	2.768737	0.932059	0.68513	1	1	0	0	0	3	3
18	12	Male	Hispanic	3	SomeCollege	Public	Rural	70.864182	74.417375	77.197668	2.994213	0.929308	1.165099	0	1	0	1	0	3	2
15	10	Female	White	2	SomeCollege	Public	City	83.122189	79.156001	68.003945	3.671995	0.891464	1.250143	0	0	0	0	0	1	3
17	12	Female	White	4	SomeCollege	Public	Rural	82.763125	88.799329	79.889039	3.840049	0.96546	1.209948	1	1	0	1	0	2	1
18	12	Female	Black	2	HS	Public	Rural	77.105987	74.108928	76.220769	3.34998	0.885165	1.061899	0	0	0	1	0	4	1
18	12	Male	Hispanic	1	HS	Public	City	72.508986	68.800302	68.452552	2.698298	0.878099	0.983666	1	1	0	0	0	2	3
16	11	Male	Hispanic	2	<HS	Public	Rural	72.960056	79.748751	77.23709	3.606006	0.925251	1.567577	0	1	0	0	0	2	2
17	12	Male	Hispanic	4	Bachelors+	Private	City	71.062772	82.905846	87.442584	3.06448	0.977619	0.999979	1	0	1	0	0	3	1
17	12	Male	White	3	SomeCollege	Public	Suburban	84.18818	88.646275	76.113672	3.182316	0.967358	1.11577	1	1	0	0	1	2	2
14	9	Male	White	4	SomeCollege	Public	Rural	56.459826	68.99679	69.255713	1.994333	0.872112	1.37092	1	1	0	1	1	3	2

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