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	Female	Hispanic	1	SomeCollege	Public	City	86.274626	76.919418	80.247902	2.990975	0.950469	1.104145	0	1	0	0	0	3	3
14	9	Female	Asian	2	<HS	Public	Rural	77.046561	74.675871	67.77552	2.989808	0.901859	1.305726	1	1	0	0	0	4	1
17	12	Female	White	3	SomeCollege	Private	City	66.047861	54.254329	51.778798	2.393135	0.799107	0.442573	1	1	0	0	1	3	1
17	12	Female	White	1	<HS	Public	Suburban	63.837364	64.149078	54.056486	2.060779	0.844791	1.07102	1	0	1	1	0	3	1
17	12	Male	White	4	Bachelors+	Public	Rural	58.045583	62.296063	58.08467	2.211305	0.866452	0.622627	1	0	0	1	0	4	1
14	9	Female	Black	4	SomeCollege	Public	Town	87.031672	83.971782	72.366141	2.927076	0.919563	1.612733	1	0	0	1	0	2	2
17	12	Female	Asian	3	HS	Public	Suburban	70.768029	80.069415	74.394712	3.072206	0.952133	0.976378	1	1	0	0	1	3	3
18	12	Male	White	4	Bachelors+	Public	Suburban	77.556325	78.18229	76.346398	3.338945	0.877463	1.298948	1	0	0	1	0	2	1
18	12	Female	White	3	Bachelors+	Public	Town	78.253583	81.533201	91.606244	3.842552	0.973264	1.328566	0	1	0	0	0	2	1
16	11	Male	Hispanic	1	HS	Public	Town	73.425442	72.302384	73.88116	2.54621	0.864085	1.001086	1	0	0	0	1	1	1
14	9	Female	White	2	HS	Public	City	91.928952	95.758465	90.220627	3.830683	1	1.308619	1	0	1	0	0	2	2
17	12	Male	White	3	<HS	Public	Suburban	61.7643	77.796254	58.511691	2.233713	0.831482	0.574436	1	0	0	0	0	4	3
18	12	Male	Hispanic	1	<HS	Public	City	75.201941	61.2693	72.267892	2.853965	0.867541	1.05967	1	0	0	0	0	5	1
16	11	Male	White	4	SomeCollege	Public	Suburban	59.408465	74.799308	72.57687	2.997648	0.861964	0.980242	1	1	0	1	0	5	2
15	10	Female	White	4	Bachelors+	Public	City	80.677616	71.92969	76.251728	2.644685	0.901671	1.087202	1	0	0	1	0	2	2
14	9	Female	Hispanic	4	Bachelors+	Public	Suburban	92.898093	84.242008	77.812648	3.478434	0.956443	1.184541	1	1	0	1	0	3	2
18	12	Female	White	2	SomeCollege	Public	Rural	85.385892	80.708022	73.42842	3.537171	0.966569	0.875614	1	1	0	1	0	4	1
17	12	Male	White	3	HS	Public	Suburban	56.090466	52.59361	60.630785	2.459113	0.791095	0	1	0	0	0	0	4	3
17	12	Female	Hispanic	2	HS	Public	Town	65.480084	65.179642	69.372083	2.42414	0.858671	0.607605	1	0	0	1	0	5	2
14	9	Female	Black	1	<HS	Private	Suburban	61.875902	75.402806	65.176859	2.893798	0.853985	1.187256	1	1	0	0	0	3	3
18	12	Female	White	1	HS	Private	Rural	76.048214	78.420964	73.541096	2.826557	0.90922	1.332671	1	1	0	0	0	3	2
17	12	Male	White	3	SomeCollege	Public	Suburban	77.017602	84.124041	84.322622	3.151076	0.926053	0.833961	1	0	0	0	1	4	3
17	12	Female	White	4	Bachelors+	Public	Suburban	73.681685	84.904267	86.918519	2.908417	0.925605	1.07141	1	0	0	1	0	3	3
16	11	Female	Hispanic	3	Bachelors+	Public	City	68.832966	74.862215	81.79932	3.187395	0.89087	1.399552	0	1	1	1	0	3	2
15	10	Female	Hispanic	3	Bachelors+	Public	City	80.907375	73.503533	79.993089	2.925018	0.918363	1.457515	1	1	0	1	0	3	3
16	11	Female	Black	2	Bachelors+	Public	Town	61.350357	72.595625	59.618687	2.531932	0.845178	0.537462	1	1	1	1	0	3	2
14	9	Female	White	3	HS	Private	Rural	83.282791	65.931989	65.513537	2.838029	0.877398	0.90089	1	1	0	0	0	3	2
15	10	Female	Two-or-more	4	SomeCollege	Public	Suburban	70.7436	65.346533	73.048052	2.877388	0.890573	0.987286	1	0	0	0	0	3	2
14	9	Female	Black	4	SomeCollege	Private	Suburban	78.485148	78.502258	77.894256	2.685278	0.90383	1.025504	1	0	0	0	0	1	2
14	9	Female	White	1	Bachelors+	Public	Town	65.833071	66.436926	71.70962	3.038895	0.834478	0.389904	0	1	0	1	0	3	2
18	12	Female	White	2	<HS	Private	Suburban	70.743908	79.969829	74.677681	2.91471	0.886009	0.723174	1	0	0	0	0	3	3
17	12	Male	Hispanic	3	Bachelors+	Public	City	65.458618	63.457476	71.65697	2.40164	0.837349	0.559831	1	1	0	0	0	4	1
14	9	Male	White	2	SomeCollege	Public	Town	66.061446	72.716478	74.785767	3.148627	0.906488	0.946642	1	1	0	0	0	3	1
18	12	Female	White	3	HS	Public	City	67.763573	72.718416	68.601272	2.57955	0.846484	0.995552	1	1	0	1	0	2	1
14	9	Male	White	3	SomeCollege	Public	City	94.856896	87.078058	76.959161	3.412875	0.920831	1.423486	1	1	0	0	0	2	1
17	12	Female	Hispanic	4	SomeCollege	Public	City	63.64569	60.482221	65.613003	2.484265	0.857214	0.705096	1	0	1	1	0	4	2
14	9	Male	Black	2	SomeCollege	Public	City	65.991878	65.276134	68.057695	3.050131	0.861436	0.265039	1	1	0	1	0	1	2
18	12	Male	White	4	SomeCollege	Public	Suburban	58.275044	60.920718	52.691217	2.345731	0.79724	0.700655	1	0	0	1	0	4	4
18	12	Female	Hispanic	4	Bachelors+	Public	Suburban	55.963372	52.454096	53.973903	1.846067	0.829255	0.214724	1	0	0	1	0	2	2
17	12	Male	White	2	HS	Public	Rural	87.229017	56.065595	75.158387	2.355543	0.906484	0.846002	1	0	0	0	0	3	2
15	10	Female	Asian	1	<HS	Public	Rural	99.096951	90.951184	100	3.865913	1	1.672998	0	1	1	0	0	4	3
16	11	Female	White	3	HS	Public	Town	76.375888	73.356467	71.296449	3.161194	0.874592	0.798067	1	0	0	0	0	3	3
17	12	Female	Black	4	SomeCollege	Private	Suburban	85.650798	80.767597	77.861229	2.957526	0.931062	1.351184	1	0	0	1	0	3	3
16	11	Male	White	1	SomeCollege	Public	City	69.307739	68.88509	70.41778	2.555528	0.892297	0.736238	1	0	0	1	0	5	1
16	11	Male	White	2	<HS	Private	City	72.190088	68.391943	66.560115	3.113804	0.860129	0.777017	1	1	1	0	0	3	2
18	12	Male	Hispanic	4	SomeCollege	Public	Town	91.974778	87.903591	87.928374	3.814676	0.949289	0.850296	1	1	0	1	1	2	2
14	9	Male	Hispanic	3	SomeCollege	Public	Suburban	86.212962	83.119239	91.967477	3.410296	0.956709	1.051254	1	1	1	0	0	2	3
17	12	Male	Hispanic	1	HS	Public	Suburban	76.666275	78.192025	88.607323	3.186445	0.925918	1.31603	0	1	1	1	0	2	1
18	12	Female	White	2	HS	Public	Suburban	65.02733	67.281811	56.599197	2.758839	0.854217	1.66314	0	0	0	1	0	2	2
15	10	Male	Hispanic	1	<HS	Public	City	67.911967	67.452547	56.98131	2.967792	0.828666	0.791694	1	0	0	0	0	4	3
18	12	Male	Black	4	SomeCollege	Public	City	70.968301	68.785179	65.079825	2.077152	0.882555	0.868496	1	0	0	0	1	2	2
16	11	Female	White	3	SomeCollege	Public	Suburban	95.473526	91.694348	92.474373	3.782607	0.964781	1.332818	1	1	1	0	0	4	2
16	11	Male	White	1	HS	Public	Suburban	82.10623	78.741602	74.231438	3.422334	0.911832	0.892159	1	1	0	1	0	4	3
16	11	Male	White	3	SomeCollege	Private	City	61.852602	69.361315	71.688085	2.572813	0.918152	0.511038	1	1	0	0	0	2	1
18	12	Female	White	1	HS	Private	Rural	68.877997	68.171554	60.00554	2.02991	0.849726	0.173867	1	0	0	0	1	4	2
14	9	Female	White	4	HS	Public	Suburban	63.874204	75.778027	60.369912	3.049351	0.861523	1.066342	1	0	0	0	1	4	1
18	12	Female	Hispanic	1	<HS	Public	Suburban	52.825501	63.960658	65.198419	2.613296	0.808296	0.924274	0	0	1	0	0	1	1
14	9	Female	Hispanic	1	<HS	Public	Suburban	75.450929	90.241541	77.466628	3.512295	0.922718	1.105718	0	0	0	0	0	3	3
18	12	Male	White	2	<HS	Public	Rural	73.78617	73.2833	71.343944	3.185338	0.852485	0.841688	1	1	0	0	0	5	2
15	10	Female	Hispanic	2	<HS	Private	City	70.996475	70.475172	77.686463	3.140492	0.894522	0.381106	1	1	0	0	0	4	3
14	9	Female	Black	4	SomeCollege	Public	Suburban	57.460213	70.282565	65.443472	2.405821	0.843986	0.125664	1	1	0	0	0	4	4
14	9	Female	White	1	SomeCollege	Public	Suburban	70.776126	74.941454	75.181916	3.264524	0.893158	0.887051	0	1	0	0	0	5	1
15	10	Female	Black	2	<HS	Public	Town	72.825007	53.736999	60.293644	2.558986	0.861196	0.628123	1	1	0	0	1	2	4
17	12	Male	Hispanic	3	SomeCollege	Public	City	73.530143	76.210938	83.363145	3.13065	0.924254	0.615629	0	0	0	0	1	4	2
14	9	Female	Black	2	HS	Public	Suburban	81.195533	73.49692	76.384514	2.736293	0.886636	1.151583	1	1	0	1	0	3	4
15	10	Male	White	4	Bachelors+	Public	Suburban	51.451755	61.457846	60.368372	2.74078	0.825741	0.748486	1	1	0	1	0	2	1
18	12	Female	Two-or-more	2	HS	Public	Rural	85.684279	91.066672	86.78697	3.192845	0.950402	1.307279	1	1	0	0	0	5	3
17	12	Male	Hispanic	2	SomeCollege	Public	Town	74.519366	80.868326	75.121658	2.616961	0.8965	0.717354	1	1	1	0	0	4	1
16	11	Male	White	4	HS	Public	Suburban	74.384488	71.777939	71.049437	2.70697	0.903794	0.508333	1	1	0	0	1	3	3
14	9	Male	Hispanic	3	HS	Public	City	81.985399	88.809932	84.289379	2.983018	0.941558	1.153607	1	0	0	0	0	3	2
18	12	Female	Hispanic	1	<HS	Public	Suburban	67.0354	66.178766	72.659496	3.012243	0.891175	0.809313	0	0	1	0	0	3	2
18	12	Female	White	4	HS	Private	Rural	68.058428	93.676579	82.244457	3.048656	0.927187	1.092523	1	1	0	0	0	1	1
17	12	Male	Hispanic	2	<HS	Public	Rural	90.986165	83.931361	81.666425	3.855519	0.935138	1.274975	0	1	0	0	0	3	3
16	11	Male	Black	4	HS	Public	Rural	83.292175	81.575391	71.255377	3.675104	0.90657	1.297338	1	0	0	0	1	2	2
14	9	Male	Hispanic	2	Bachelors+	Public	City	61.904852	64.107505	53.658233	2.741227	0.839343	0.606199	1	0	0	0	1	2	2
15	10	Male	White	4	SomeCollege	Public	Suburban	66.927523	78.82912	73.185461	2.238815	0.907761	0.819026	1	0	0	0	0	4	3
14	9	Male	White	4	HS	Public	Rural	92.190531	91.597111	93.238391	3.917491	1	1.37862	1	1	0	0	0	3	2
18	12	Male	Hispanic	2	SomeCollege	Private	Suburban	80.550695	81.400896	79.669574	3.195222	0.943445	0.94773	0	0	1	0	1	3	1
14	9	Male	Two-or-more	4	SomeCollege	Public	City	68.614295	71.17643	67.775234	2.765226	0.843276	0.750877	1	1	1	0	0	5	3
15	10	Male	Hispanic	1	SomeCollege	Public	Rural	77.590979	77.710664	79.177402	3.571334	0.920755	1.47585	0	0	0	1	0	2	1
17	12	Female	Black	4	HS	Private	Rural	81.605083	83.312513	63.40079	2.872481	0.922962	1.204321	1	0	0	0	0	3	2
14	9	Male	White	4	SomeCollege	Public	Suburban	70.757578	71.415157	83.224927	3.226171	0.870997	1.108297	1	0	0	1	0	3	2
15	10	Male	Hispanic	3	<HS	Public	Rural	88.652333	74.616925	88.736178	3.640664	0.954961	1.575893	1	1	0	0	0	3	1
18	12	Female	White	1	<HS	Public	Town	62.558509	68.888921	72.381245	2.788736	0.860015	0.754957	1	1	0	0	0	3	1
17	12	Female	White	1	HS	Public	Rural	70.418418	81.372462	76.934823	3.062012	0.906217	0.70288	1	1	1	0	1	4	1
16	11	Female	White	2	HS	Public	Rural	86.211028	78.638891	86.43624	3.840703	0.979066	1.573127	1	0	0	1	1	2	2
16	11	Female	White	2	HS	Public	Town	75.00598	76.252927	85.029174	2.576211	0.92112	0.538898	1	0	0	1	0	5	1
15	10	Female	Two-or-more	3	SomeCollege	Public	Suburban	77.224178	70.953904	75.148855	2.93499	0.913343	0.686755	0	1	0	0	0	3	2
15	10	Male	Black	3	SomeCollege	Public	Suburban	63.521203	65.584636	69.917077	3.042224	0.834631	0.989236	1	0	0	0	1	2	3
18	12	Male	Hispanic	3	SomeCollege	Private	City	73.740993	78.373689	75.739756	3.165318	0.921263	0.71148	1	1	0	0	0	3	3
17	12	Female	Black	4	SomeCollege	Private	City	85.289877	71.103595	79.310893	3.041145	0.92064	1.122881	1	0	1	0	1	4	3
15	10	Male	Hispanic	3	Bachelors+	Public	City	70.571751	71.460115	77.603652	2.877071	0.916293	1.350786	0	0	0	0	0	1	3
15	10	Female	Hispanic	3	SomeCollege	Private	Suburban	83.782162	76.856732	80.441589	3.137683	0.885941	1.232803	1	0	0	0	0	3	1
14	9	Male	White	4	<HS	Public	City	67.35399	79.440403	75.372681	2.841546	0.892075	0.996345	1	0	0	0	0	3	1
17	12	Female	White	4	SomeCollege	Public	Rural	57.295531	61.210966	61.31604	1.805751	0.825147	1.019483	1	0	0	0	0	4	1
18	12	Male	Black	1	<HS	Public	Rural	71.060031	76.654073	75.644599	2.84671	0.863114	1.093269	1	1	0	0	0	5	3
15	10	Male	Hispanic	1	<HS	Public	Town	89.038705	95.783948	93.39799	3.513284	1	1.291987	1	1	0	0	0	4	4
18	12	Female	White	3	SomeCollege	Private	Suburban	67.911653	78.341437	65.003289	2.668409	0.826565	0.774277	1	1	0	1	0	3	2
14	9	Female	Black	1	SomeCollege	Public	City	78.76419	78.260896	77.51924	2.981915	0.94647	1.459159	1	1	0	0	0	1	2
15	10	Male	White	1	SomeCollege	Public	Suburban	72.735892	76.840812	84.864032	2.854612	0.933541	1.11917	0	1	0	1	0	3	1

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