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	1	HS	Private	Rural	68.810242	62.12644	63.571119	2.810132	0.845847	0.912905	0	0	0	0	1	5	2
15	10	Female	Hispanic	1	HS	Public	Suburban	68.499991	74.336922	84.444866	2.670234	0.904986	0.733954	1	0	0	1	0	3	1
17	12	Female	White	2	<HS	Public	Suburban	60.251671	69.854121	76.282215	2.146078	0.841033	0.526993	1	0	0	0	1	4	2
16	11	Male	Hispanic	3	HS	Public	Town	76.780075	77.082751	77.475259	3.011391	0.889352	1.176517	1	1	0	0	1	1	4
15	10	Male	Asian	1	<HS	Public	Suburban	59.547327	53.595541	64.147882	2.122797	0.791861	0.616615	0	1	0	0	0	3	3
16	11	Female	Hispanic	3	<HS	Public	Suburban	66.109797	79.952681	67.991587	3.230459	0.866045	0.363414	1	1	0	0	0	3	3
18	12	Female	Hispanic	1	HS	Public	Suburban	76.164172	69.727198	81.088814	3.201883	0.910055	0.869728	1	1	1	0	0	4	4
14	9	Male	White	2	HS	Public	Town	81.192278	78.116228	79.068523	3.049215	0.953043	0.935022	1	1	1	0	0	3	1
15	10	Male	Two-or-more	4	SomeCollege	Public	City	66.07515	67.249743	67.721121	2.954065	0.839592	0.528371	1	1	0	1	0	3	4
14	9	Female	White	2	SomeCollege	Public	City	66.184679	71.911944	64.002538	3.019369	0.868487	0.698926	1	1	0	0	0	5	2
14	9	Male	Other	4	SomeCollege	Public	Suburban	69.97531	64.762674	80.95904	2.544483	0.889758	0.903947	1	0	0	1	0	4	2
18	12	Female	Asian	4	Bachelors+	Public	Suburban	96.394264	92.996632	94.891839	3.236558	1	1.283062	1	0	0	1	0	2	4
17	12	Male	White	1	SomeCollege	Public	City	80.311786	79.324124	74.158395	2.795694	0.91608	1.149869	1	1	0	1	0	4	3
16	11	Female	Hispanic	1	HS	Public	Suburban	65.933258	70.79047	64.456251	2.528147	0.879562	0.979009	0	1	0	1	0	2	2
15	10	Male	White	2	HS	Private	City	71.144763	60.637552	58.763813	3.164399	0.854208	0.791058	1	0	1	0	1	3	3
17	12	Female	White	1	SomeCollege	Private	City	81.929883	78.356252	77.360688	3.374296	0.943901	0.409869	1	1	0	0	1	4	3
17	12	Female	White	4	HS	Public	Suburban	76.223154	78.0892	68.778373	2.981643	0.942507	0.87287	1	0	0	1	0	3	3
14	9	Male	Hispanic	1	HS	Public	Suburban	81.663596	77.933637	91.687948	2.532385	0.91586	1.076074	1	1	0	1	0	4	1
14	9	Female	Black	1	HS	Public	Rural	76.216042	75.835534	76.58066	2.831636	0.89953	0.990382	1	0	1	0	0	4	2
17	12	Female	White	2	HS	Public	Suburban	86.937775	86.789871	79.759193	3.363007	0.946975	1.304867	1	1	1	0	1	3	1
14	9	Female	Two-or-more	4	Bachelors+	Public	City	79.259188	76.988966	70.784009	3.021349	0.888391	0.731062	1	0	1	1	0	4	3
17	12	Male	Hispanic	3	SomeCollege	Public	Suburban	78.423568	92.191073	88.144202	3.305881	0.979657	0.949038	1	1	0	1	1	2	2
15	10	Male	White	4	Bachelors+	Public	Town	72.77949	87.893423	82.529405	2.876128	0.926784	0.786353	1	1	0	1	0	2	3
18	12	Female	Black	2	SomeCollege	Public	Town	66.881526	77.468965	71.669863	2.840324	0.910994	0.810845	1	1	0	1	0	3	1
15	10	Female	White	4	SomeCollege	Private	Rural	78.681941	86.320759	72.302782	3.27166	0.917348	1.452796	1	1	0	1	0	4	1
16	11	Male	Hispanic	1	SomeCollege	Public	City	89.715062	86.329653	81.141199	4	0.927499	0.92173	1	1	0	1	0	2	2
17	12	Male	Hispanic	3	HS	Public	Suburban	81.465046	78.14409	88.57784	3.200284	0.913666	1.390342	1	0	0	1	1	2	4
16	11	Female	White	2	SomeCollege	Public	Rural	96.470817	75.095931	81.775408	3.403799	0.963176	1.672386	1	1	0	1	0	2	2
18	12	Female	White	4	HS	Public	Suburban	81.062168	77.5438	82.013083	3.214835	0.909991	0.513831	1	1	0	0	0	4	1
14	9	Male	White	3	Bachelors+	Public	Rural	88.411986	90.854762	88.087417	3.838584	0.97896	0.880568	1	1	0	1	0	4	1
16	11	Male	White	1	HS	Public	Rural	73.748517	83.482089	75.197479	3.425384	0.860972	0.726221	1	0	0	0	0	3	1
14	9	Female	White	4	Bachelors+	Public	Town	70.157899	76.3286	66.505064	2.376813	0.888102	1.48538	1	1	0	1	0	3	2
14	9	Female	White	2	SomeCollege	Public	Suburban	80.446731	67.682245	70.548673	2.819766	0.877007	0.79998	1	0	0	1	0	4	1
16	11	Male	Black	1	SomeCollege	Public	City	76.793908	76.547429	75.999995	3.135461	0.883166	1.037065	1	0	0	0	1	2	3
17	12	Male	White	4	SomeCollege	Public	Suburban	69.514003	83.547614	66.651193	2.578947	0.887205	0.998697	1	1	0	1	0	4	1
14	9	Male	White	2	HS	Private	Suburban	65.876618	67.813488	65.935733	2.444231	0.884836	0.609311	1	1	0	1	0	2	4
18	12	Male	Hispanic	4	Bachelors+	Private	Suburban	73.978997	69.219449	65.610637	2.557958	0.887859	1.092016	1	1	0	1	0	2	2
15	10	Male	Two-or-more	1	SomeCollege	Public	Suburban	74.276131	68.76154	75.450036	3.133121	0.880587	0.860283	1	1	0	0	0	3	2
14	9	Male	White	1	Bachelors+	Public	Suburban	69.606032	70.569984	73.9637	2.927969	0.853593	1.343937	1	1	0	1	0	2	2
16	11	Female	White	3	HS	Public	City	84.856581	60.938679	71.885972	2.813159	0.897248	1.537507	1	0	0	0	0	4	3
15	10	Male	Black	1	<HS	Public	Town	72.329206	62.942189	64.059273	3.234778	0.84192	0.882528	1	0	0	0	0	2	3
18	12	Female	Hispanic	3	SomeCollege	Public	Suburban	78.106673	75.72226	69.436697	3.022422	0.915618	0.745312	1	0	0	0	1	2	3
18	12	Female	White	4	SomeCollege	Public	City	80.261615	81.093419	76.195997	3.439111	0.923389	0.567326	1	1	0	0	0	3	1
18	12	Male	Black	4	Bachelors+	Private	Suburban	85.87626	61.875357	74.197405	3.236825	0.870828	1.134719	1	1	0	0	0	3	2
16	11	Female	White	2	HS	Public	Suburban	72.151468	73.557212	72.805415	3.219109	0.861416	0.749402	1	1	0	0	0	3	2
16	11	Male	Black	3	HS	Public	Rural	86.182543	84.841537	85.135438	3.937639	0.972985	1.285015	0	1	0	0	1	3	2
15	10	Female	White	2	<HS	Public	City	79.705894	74.921977	76.936013	2.869671	0.904726	1.231386	1	1	1	0	0	5	2
16	11	Male	Hispanic	3	HS	Public	City	81.879571	73.106922	75.621399	3.192466	0.913229	0.675741	1	0	0	0	0	3	1
15	10	Female	White	1	HS	Public	City	74.83598	81.376806	92.881703	3.199713	0.934839	1.637675	0	0	0	0	1	4	1
16	11	Male	Hispanic	3	HS	Public	Rural	71.643897	77.982499	64.415947	2.96804	0.879715	1.34638	1	1	0	0	0	4	3
14	9	Female	Two-or-more	2	SomeCollege	Public	City	79.718751	80.421154	76.193265	3.100604	0.926415	0.925265	1	0	0	0	0	4	3
17	12	Female	Hispanic	2	HS	Public	City	87.695144	78.573046	79.206818	3.283141	0.935086	1.508934	1	0	0	1	0	3	1
14	9	Male	Black	1	<HS	Public	City	85.348373	86.836731	78.04114	2.656151	0.951118	1.487291	0	0	0	0	0	2	1
14	9	Female	Hispanic	3	<HS	Public	Suburban	74.930319	78.66211	77.895729	3.423573	0.927204	1.137101	1	0	0	0	0	3	1
16	11	Female	White	4	HS	Public	Town	67.852543	61.063421	72.32156	2.353328	0.865014	0.820166	1	1	0	0	0	2	2
14	9	Female	Hispanic	4	HS	Private	City	56.404014	64.810126	63.123301	2.495852	0.843586	1.18655	1	0	0	1	0	4	2
15	10	Male	Hispanic	3	SomeCollege	Public	Suburban	66.844784	67.271878	74.835356	2.281806	0.890713	1.23879	1	0	0	0	0	3	1
18	12	Male	White	2	<HS	Public	Suburban	66.390988	67.292233	71.46545	2.365943	0.863871	0.45899	0	0	0	0	0	4	3
14	9	Female	Black	2	HS	Private	Suburban	79.597291	81.73254	79.703055	3.523526	0.914557	0.844058	1	1	1	0	1	1	2
15	10	Female	Hispanic	1	SomeCollege	Public	Town	83.463677	74.01388	74.493917	3.224509	0.927111	1.143992	1	1	0	1	0	3	1
14	9	Male	Hispanic	2	<HS	Private	City	72.963002	68.622079	87.303908	2.905383	0.898896	0.887307	1	0	0	0	0	4	3
15	10	Female	Asian	3	HS	Public	Rural	79.833293	60.311606	77.239041	2.394649	0.876301	0.425654	1	0	1	1	0	5	1
14	9	Male	White	1	HS	Public	City	78.484027	80.31373	75.512083	2.958119	0.895001	0.351935	1	1	0	0	0	3	2
18	12	Male	White	1	<HS	Public	Suburban	64.778306	73.068584	78.566395	2.736964	0.863611	1.150383	1	1	1	0	0	4	4
16	11	Male	Hispanic	4	SomeCollege	Public	Rural	76.938182	76.670541	70.262904	2.920673	0.898573	1.543381	1	0	0	1	0	3	3
17	12	Male	Hispanic	2	SomeCollege	Public	Rural	76.806532	66.157541	66.747854	2.829185	0.877441	1.603234	0	1	1	1	0	1	2
16	11	Female	White	4	Bachelors+	Public	City	73.733752	81.138215	68.131908	3.058678	0.888905	0.814297	1	0	0	0	0	2	2
16	11	Male	White	4	HS	Public	City	75.550033	72.943242	83.780062	2.748759	0.933388	1.066048	1	1	0	0	0	3	2
14	9	Female	White	3	SomeCollege	Public	Town	64.935123	57.639428	72.778595	2.878053	0.870894	0.997433	1	0	0	1	0	2	3
15	10	Female	White	3	<HS	Public	Rural	82.198726	76.029525	67.369481	2.794681	0.917407	1.24993	1	1	0	0	0	4	3
14	9	Male	Hispanic	4	Bachelors+	Public	Rural	83.036833	78.225472	76.263128	3.280535	0.902578	0.795413	1	1	0	1	0	3	2
18	12	Male	White	3	HS	Public	Suburban	84.137507	82.820458	77.484511	3.12736	0.949711	1.266152	1	0	0	0	0	4	3
16	11	Male	White	3	<HS	Public	Suburban	74.50362	67.115288	78.572449	2.683846	0.87094	1.124297	1	1	0	1	1	4	4
16	11	Female	Hispanic	2	Bachelors+	Public	Suburban	71.515117	67.585733	70.455126	2.81663	0.870134	0.753008	0	1	0	1	0	4	1
17	12	Female	White	3	SomeCollege	Public	Suburban	84.770551	83.690115	77.914965	3.749312	0.919483	1.338277	1	0	0	1	0	2	3
17	12	Male	White	2	HS	Private	Town	58.912011	62.581105	78.481185	2.586427	0.908362	0.45306	1	0	0	0	0	3	2
16	11	Male	White	2	HS	Public	Suburban	87.192451	82.156837	84.012558	3.409773	0.96512	1.325201	0	0	0	1	1	2	1
17	12	Male	Hispanic	3	HS	Public	Suburban	82.634009	82.788684	89.910181	3.898229	0.951824	1.455668	1	0	0	0	0	4	2
15	10	Female	White	1	HS	Public	Rural	61.670269	59.272691	61.876313	2.14477	0.848761	0.140802	1	1	0	0	0	2	1
16	11	Female	Two-or-more	1	<HS	Public	City	75.648032	75.643866	91.024211	3.10259	0.965949	0.853693	1	1	0	0	1	3	1
16	11	Female	White	2	HS	Public	Town	78.010729	79.150503	84.83194	2.92411	0.931461	0.704772	1	0	1	0	0	3	2
18	12	Male	White	4	Bachelors+	Public	City	70.231786	75.971076	64.842676	2.640452	0.850259	0.533611	1	0	1	1	0	3	2
16	11	Female	White	3	SomeCollege	Public	City	67.789641	72.721911	63.797904	2.828894	0.857464	1.283132	1	1	0	1	0	4	2
17	12	Female	Two-or-more	1	<HS	Public	City	77.22931	77.957991	76.323375	3.059831	0.939448	0.924302	0	1	0	0	0	4	3
17	12	Female	Hispanic	3	Bachelors+	Public	Suburban	72.665653	71.882156	69.648356	2.362836	0.875834	0.757852	1	0	0	1	0	4	3
17	12	Female	White	3	Bachelors+	Public	Suburban	53.854446	61.041389	66.203649	2.70104	0.853184	0.992875	1	1	0	0	1	4	1
16	11	Female	Hispanic	4	Bachelors+	Public	Suburban	69.141025	81.283162	64.904579	2.558096	0.861137	0.56242	1	1	0	1	0	3	1
18	12	Female	White	1	<HS	Public	Suburban	65.466205	71.330216	73.183597	2.851885	0.895255	0.895593	1	0	1	0	0	3	1
18	12	Male	White	1	<HS	Public	City	70.483171	73.923913	53.500211	2.702319	0.864713	0.953232	0	0	0	0	0	3	1
17	12	Female	Black	3	Bachelors+	Public	Suburban	66.560866	76.510905	66.695401	3.395752	0.862116	0.683261	1	1	0	1	0	5	1
14	9	Male	Hispanic	2	HS	Public	City	74.530996	61.509602	70.360794	2.534525	0.86035	0.630661	1	1	0	1	0	2	1
16	11	Female	White	1	SomeCollege	Public	Suburban	62.626024	63.100855	72.093516	3.012316	0.884293	0.813975	0	0	0	1	0	4	2
18	12	Female	White	3	Bachelors+	Public	Rural	81.793874	88.444842	89.93643	2.881374	0.94287	1.398858	0	1	0	0	0	3	3
15	10	Male	Hispanic	4	<HS	Public	Suburban	75.190414	84.691072	96.670004	3.885216	0.935143	0.925439	1	1	1	0	0	3	1
17	12	Female	White	1	<HS	Public	Rural	82.450407	88.020801	74.199778	3.134903	0.955209	1.302197	1	0	0	0	1	3	3
18	12	Male	Asian	2	HS	Public	City	69.664174	69.995079	73.882347	2.631338	0.882577	0.666371	1	0	1	0	0	3	2
18	12	Male	Black	2	HS	Public	Town	54.165845	54.918032	58.070426	1.754711	0.822574	0.357102	1	0	0	0	0	2	1
15	10	Male	Hispanic	2	HS	Public	Rural	73.653704	70.59195	78.832324	3.252426	0.918683	1.434682	0	0	0	0	0	2	2
14	9	Female	White	2	<HS	Public	Suburban	75.092724	77.77066	64.589553	2.277235	0.867285	0.952855	0	1	0	0	1	3	1
15	10	Male	Hispanic	1	<HS	Public	Rural	68.743212	68.927607	74.707946	3.432163	0.869457	0.584445	1	0	1	0	0	3	1

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