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	Hispanic	3	SomeCollege	Public	Suburban	58.498284	66.451263	62.081961	2.473431	0.835566	1.094297	1	1	0	1	0	2	3
14	9	Female	White	3	SomeCollege	Public	Suburban	60.802643	73.702004	70.270233	2.338034	0.867366	1.639555	1	0	0	1	0	3	3
15	10	Male	Hispanic	3	SomeCollege	Private	Rural	71.858501	83.780016	67.555128	3.169273	0.886811	1.274663	1	1	0	0	0	1	1
15	10	Male	White	1	<HS	Public	Town	63.499748	61.609989	65.130641	2.776145	0.85255	0.875162	0	1	0	0	0	3	2
14	9	Female	Hispanic	2	<HS	Public	Suburban	65.66846	62.911814	68.298663	2.434225	0.860741	0.735359	1	1	0	0	0	2	3
15	10	Female	Hispanic	3	HS	Public	Suburban	80.97159	88.182959	85.18129	3.467917	0.998971	1.011399	1	0	1	0	0	4	1
15	10	Male	Hispanic	1	<HS	Public	City	83.61295	77.20249	71.877468	3.129876	0.92521	0.762263	0	1	0	0	0	3	1
16	11	Female	White	4	HS	Private	Suburban	68.113495	52.331519	63.009247	2.294201	0.856605	0.589616	1	1	0	0	0	3	1
15	10	Female	Black	2	HS	Public	City	75.928195	65.092287	73.852102	2.212476	0.858143	1.061777	1	1	0	0	0	3	2
16	11	Female	Asian	4	SomeCollege	Public	Rural	71.83028	72.033774	75.65344	2.87105	0.890792	0.780987	1	0	0	1	0	3	2
16	11	Male	Hispanic	1	HS	Public	City	82.462083	87.398003	70.138626	3.253196	0.944606	0.748448	0	0	1	0	0	3	2
16	11	Male	Two-or-more	1	HS	Private	Suburban	82.820617	83.672779	87.043963	3.404066	0.909417	1.257317	1	0	0	1	1	2	1
15	10	Female	Hispanic	3	SomeCollege	Public	Rural	77.793128	66.859169	71.152841	2.726183	0.889102	1.033616	1	0	0	0	0	3	1
14	9	Male	Black	1	HS	Private	Suburban	78.225264	84.043182	77.210485	2.759795	0.866651	0.860039	1	0	0	0	0	3	2
14	9	Male	White	2	<HS	Public	Rural	77.412726	66.855035	73.959171	2.881435	0.861062	1.226861	1	1	0	1	1	3	2
15	10	Female	Two-or-more	3	SomeCollege	Public	Suburban	84.588759	75.041186	87.275185	3.22876	0.926069	1.296805	0	1	0	1	1	4	3
18	12	Male	Hispanic	4	SomeCollege	Public	Suburban	79.781325	74.557129	85.761483	2.988668	0.914066	1.739352	1	0	0	0	0	4	2
16	11	Female	White	1	HS	Public	Town	75.374142	71.603865	85.998037	2.944373	0.942498	1.077557	1	0	0	0	0	3	1
17	12	Male	Asian	3	HS	Public	Town	66.863664	64.610447	73.735916	2.629035	0.843682	0.945893	1	0	0	0	1	3	1
14	9	Female	White	3	SomeCollege	Public	Suburban	72.492718	74.024036	81.292309	2.740998	0.916314	1.026132	1	1	0	0	0	3	3
15	10	Male	Black	1	<HS	Public	Rural	68.860622	71.61837	72.17787	2.583872	0.878981	1.146903	1	1	0	1	0	3	2
18	12	Female	Hispanic	4	HS	Public	Suburban	65.10145	70.12555	68.246979	2.904176	0.853807	0.73097	1	1	0	0	0	1	2
15	10	Female	Hispanic	1	SomeCollege	Public	Suburban	60.830521	64.329627	71.256177	2.67476	0.8619	0.323897	0	1	0	1	0	3	3
17	12	Female	Black	1	<HS	Public	City	59.512271	63.375252	60.536311	1.892993	0.834992	0.523033	1	0	0	1	0	3	4
15	10	Female	Hispanic	2	<HS	Public	City	69.09927	64.553094	66.253642	2.624205	0.823722	1.190291	1	1	1	0	1	2	3
17	12	Female	Black	4	HS	Public	Rural	90.037174	96.929041	88.693106	3.818396	0.938606	1.12973	1	0	0	0	0	5	1
15	10	Male	White	2	HS	Public	Suburban	77.964743	78.345445	77.893247	3.222423	0.895528	0.96721	1	1	0	0	0	2	3
16	11	Male	Hispanic	3	SomeCollege	Private	City	78.285938	81.115102	89.913679	3.079506	0.898506	1.013766	1	1	1	0	0	4	3
15	10	Male	White	1	SomeCollege	Public	Rural	68.352029	68.894821	72.070418	2.291847	0.866119	0.974161	1	0	0	1	0	2	4
14	9	Female	Black	4	Bachelors+	Public	Suburban	69.780927	70.366186	65.79284	2.300798	0.883307	0.490051	1	1	0	0	0	2	3
15	10	Male	White	2	SomeCollege	Public	Rural	80.829419	85.5824	80.406443	3.515766	0.938079	0.812124	1	1	0	0	0	2	2
18	12	Female	Hispanic	1	HS	Public	Suburban	58.650231	66.5	79.73215	3.074223	0.869997	1.066419	1	1	0	1	0	2	3
17	12	Male	Black	4	SomeCollege	Private	Suburban	76.130047	83.48092	81.306817	3.057399	0.915845	1.372032	1	0	0	1	0	2	3
18	12	Female	White	2	SomeCollege	Public	Suburban	76.572205	71.268918	72.110526	3.099597	0.908432	1.13837	1	0	0	0	1	3	2
15	10	Female	Black	3	SomeCollege	Public	Suburban	65.90547	62.441519	68.363145	2.751402	0.859114	0.626096	1	1	0	1	0	5	1
17	12	Female	White	4	Bachelors+	Public	City	76.386081	71.407449	69.811877	3.001703	0.89599	0.399279	1	1	0	0	1	3	4
17	12	Male	Hispanic	3	SomeCollege	Public	City	59.728089	62.840183	68.908452	2.13119	0.858529	0.831239	1	1	0	1	0	4	3
16	11	Male	Asian	3	<HS	Private	City	70.013771	64.036272	71.746281	3.083732	0.852006	0.966317	1	0	1	0	0	4	2
15	10	Male	Hispanic	4	Bachelors+	Public	City	73.629433	62.931017	73.782562	2.898706	0.869288	0.489993	1	0	0	0	0	3	1
16	11	Male	Two-or-more	1	<HS	Public	Rural	76.002891	82.9431	77.253475	3.072423	0.935873	0.771857	1	0	0	1	1	3	3
18	12	Female	White	4	HS	Public	Rural	73.630394	83.086912	81.574396	3.413208	0.890895	1.367222	1	1	0	0	1	2	1
16	11	Male	White	4	Bachelors+	Private	Suburban	85.99618	66.707373	68.574759	2.469386	0.919845	1.127486	1	1	0	0	0	2	2
16	11	Male	White	2	HS	Public	Town	67.702002	74.13504	75.964776	3.092833	0.840444	0.957982	1	0	0	0	0	1	2
14	9	Female	Hispanic	1	Bachelors+	Public	City	88.007341	84.291992	85.747288	3.099869	0.939378	1.375251	1	1	0	1	0	5	2
15	10	Male	White	3	Bachelors+	Public	Town	62.068887	64.666313	60.652389	2.639858	0.821223	0.721852	1	1	0	0	0	1	1
17	12	Female	Hispanic	2	Bachelors+	Public	Suburban	79.726529	77.151717	79.104289	3.634355	0.909545	1.319951	1	0	0	1	1	1	1
14	9	Male	White	4	HS	Public	Suburban	70.044425	70.517526	67.655857	2.789762	0.908196	0.417947	1	0	0	0	0	3	1
17	12	Female	Black	1	Bachelors+	Public	Suburban	89.74712	93.442547	87.908883	3.453231	0.970764	0.843022	1	0	0	1	0	4	1
14	9	Female	White	1	HS	Public	Town	64.997939	63.941006	67.919415	2.406324	0.8385	0.951083	0	1	0	1	0	4	1
14	9	Female	White	2	SomeCollege	Public	Rural	72.665773	58.269265	67.057877	2.533646	0.849113	0.391228	1	0	0	0	0	4	3
16	11	Female	Hispanic	2	<HS	Public	Rural	81.652997	92.85718	81.317126	3.582087	0.98842	1.440444	1	1	0	0	0	3	1
15	10	Female	Black	4	<HS	Private	Rural	58.501533	76.700207	63.300911	2.750785	0.849525	0.713064	1	0	0	0	0	4	2
17	12	Female	Asian	3	SomeCollege	Public	City	65.883311	76.10524	58.792638	2.431934	0.833729	1.3212	1	1	0	1	0	4	2
17	12	Female	Two-or-more	3	HS	Public	City	71.315922	80.959749	80.228604	3.056523	0.949822	1.012878	1	0	0	0	1	4	1
16	11	Male	White	4	Bachelors+	Public	Rural	65.029443	69.686281	69.798743	2.345582	0.865358	1.135783	1	1	0	1	0	2	2
17	12	Male	White	2	Bachelors+	Public	Suburban	93.629438	100	100	3.629767	1	1.784454	1	0	1	1	0	1	1
14	9	Female	White	4	SomeCollege	Private	Suburban	69.048171	66.583165	58.01569	2.146343	0.882312	0.956768	1	1	0	1	0	3	2
18	12	Female	White	2	SomeCollege	Public	City	80.078803	88.402758	81.75525	3.584243	0.941637	0.947799	1	0	1	1	1	2	3
16	11	Female	White	4	Bachelors+	Private	Suburban	83.682751	76.163061	77.775426	3.027768	0.964924	1.195316	1	1	0	1	0	2	2
16	11	Female	Hispanic	1	<HS	Public	City	89.655645	88.710688	76.507185	3.215315	0.923023	0.901661	1	0	0	0	0	5	1
14	9	Female	Hispanic	2	Bachelors+	Public	Town	72.489567	80.50301	76.253394	3.46448	0.893769	1.799885	1	1	1	0	0	4	3
14	9	Male	Hispanic	1	HS	Public	Suburban	68.955353	67.440481	76.177813	2.852048	0.869611	0.945742	1	0	0	0	0	5	2
14	9	Female	White	4	Bachelors+	Public	Suburban	80.036589	86.861046	84.178577	3.565152	0.960089	0.666553	1	1	1	1	1	2	2
16	11	Female	White	3	HS	Public	City	58.657241	61.499031	56.4493	3.060137	0.829384	1.403689	1	0	0	1	0	2	3
14	9	Male	Two-or-more	2	SomeCollege	Public	City	69.650415	75.26716	69.11332	2.94222	0.91618	0.569809	1	0	0	1	0	2	2
18	12	Male	Hispanic	3	SomeCollege	Public	Suburban	86.41782	80.280243	70.17056	2.778779	0.864876	1.273827	1	0	0	0	0	2	2
18	12	Male	Hispanic	2	<HS	Public	Rural	75.523119	76.713177	62.826692	2.730772	0.87136	1.040305	1	0	0	0	1	3	1
14	9	Male	Two-or-more	3	Bachelors+	Public	Suburban	71.917564	67.957557	58.936919	2.982979	0.819362	1.064511	0	1	0	1	0	3	1
16	11	Female	White	1	HS	Public	City	67.609431	67.432759	73.994675	2.819866	0.859874	0.732117	0	1	0	0	0	2	2
18	12	Female	Asian	4	SomeCollege	Public	Rural	69.842678	76.246316	75.554422	2.635809	0.898521	0.763694	1	1	0	0	0	3	2
14	9	Male	Hispanic	3	SomeCollege	Public	Suburban	82.953777	78.653295	67.921141	2.91818	0.902748	1.242288	1	0	0	1	0	4	3
15	10	Male	Hispanic	4	HS	Public	City	92.994247	88.202631	99.604291	3.779065	0.987874	1.427644	1	0	0	1	0	3	2
15	10	Female	White	4	Bachelors+	Public	Rural	77.25769	80.987927	75.915418	2.724997	0.917813	0.865687	1	0	0	0	0	5	3
15	10	Female	White	1	HS	Public	City	54.733486	69.644262	57.556983	1.643469	0.857461	0.943866	1	1	0	1	1	3	3
18	12	Male	Black	3	HS	Public	Suburban	74.50675	71.270049	72.970394	2.661334	0.900164	1.225477	1	1	0	1	1	3	3
16	11	Female	White	1	<HS	Public	Suburban	67.905634	74.565728	71.150619	3.056927	0.868707	1.015609	1	1	0	0	0	4	1
15	10	Female	White	1	HS	Public	City	86.399676	83.065012	79.208558	3.329152	0.937748	1.052916	0	0	0	0	0	4	2
15	10	Male	Hispanic	3	HS	Public	City	54.188871	57.618836	67.250488	2.212215	0.79822	0.958565	1	0	0	0	0	3	2
17	12	Female	White	1	HS	Public	City	70.746752	77.271574	78.566986	2.568692	0.911348	1.301605	1	1	0	0	0	3	1
16	11	Male	White	2	SomeCollege	Public	City	78.951328	76.656688	72.091909	2.94135	0.903976	1.010769	1	1	0	1	0	5	3
15	10	Female	Two-or-more	3	SomeCollege	Public	Town	79.199799	70.337272	75.501681	2.585301	0.890509	0.918388	1	1	0	0	1	4	1
14	9	Male	Two-or-more	3	SomeCollege	Public	Rural	81.320062	79.493284	73.3996	2.824714	0.927394	1.084818	1	0	0	0	0	5	3
16	11	Male	Hispanic	3	<HS	Private	Suburban	84.144139	78.655328	80.773729	3.524763	0.929124	0.622138	1	1	1	0	0	4	1
15	10	Male	Hispanic	4	HS	Public	City	69.219869	57.568754	72.099618	2.576556	0.868437	1.031275	1	0	0	1	0	2	1
16	11	Male	White	2	HS	Public	Town	91.785486	88.9269	76.279464	3.693226	0.961984	1.362897	1	0	1	0	0	3	1
18	12	Male	Black	2	HS	Public	Suburban	90.000463	85.979104	69.468248	3.310343	0.963988	1.391625	1	0	0	1	1	4	2
16	11	Female	Black	3	SomeCollege	Public	City	79.45362	76.245462	71.490056	2.781144	0.886769	0.930592	1	0	1	0	0	5	1
17	12	Female	White	2	HS	Public	Town	68.06424	80.609398	77.368463	2.910763	0.908933	1.29894	1	0	0	0	1	3	3
17	12	Female	Hispanic	4	Bachelors+	Public	Town	76.648055	74.313151	71.072293	2.430693	0.922375	0.669543	1	0	0	0	0	3	3
14	9	Female	White	3	<HS	Public	Suburban	78.485696	88.543706	99.40151	3.061861	0.976385	1.033411	1	0	1	0	0	2	1
16	11	Male	Black	4	Bachelors+	Public	City	93.536205	84.806181	84.842005	3.090953	0.960707	0.977571	1	0	0	1	0	4	3
15	10	Male	White	2	HS	Public	Rural	76.818872	88.545659	76.405668	2.785229	0.895617	0.857298	1	1	0	0	1	5	2
16	11	Female	Two-or-more	3	HS	Public	City	71.737142	82.016869	83.496438	3.308529	0.920682	1.683913	1	1	0	0	0	4	2
16	11	Male	Two-or-more	4	SomeCollege	Public	Suburban	51.657897	61.876971	55.362076	2.539365	0.804839	0.960362	1	1	0	1	0	3	3
14	9	Female	White	3	<HS	Public	City	69.540356	70.682221	57.843018	2.644458	0.868769	0.930009	1	0	0	0	0	4	2
16	11	Male	White	4	Bachelors+	Public	City	79.842589	77.005183	81.973958	3.001319	0.903304	0.915872	1	0	0	0	0	4	2
16	11	Female	Hispanic	1	<HS	Public	City	72.141859	75.488166	60.949444	2.025649	0.87582	1.20253	1	0	1	0	0	3	3
15	10	Female	Hispanic	4	Bachelors+	Public	City	78.085319	73.602068	75.889575	3.458237	0.881488	1.06625	1	0	0	1	0	3	3
16	11	Male	White	4	<HS	Public	Suburban	81.922803	87.281155	80.384877	3.53009	0.918573	1.463782	1	1	0	0	0	4	2
18	12	Male	Hispanic	1	HS	Public	Town	80.200593	89.950147	77.162486	3.510522	0.96871	1.199593	1	0	1	0	1	4	3

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