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
14	9	Male	Black	1	HS	Public	Suburban	66.203558	67.893339	66.615286	3.03656	0.872223	0.920689	1	1	1	1	0	2	3
14	9	Male	White	3	HS	Private	Rural	55.818698	73.576259	68.40356	2.560566	0.845657	0.844961	1	0	0	0	0	3	1
15	10	Female	Asian	1	<HS	Public	City	72.15292	72.025963	74.888636	2.318329	0.903153	0.716744	0	1	0	0	0	5	4
16	11	Female	White	3	SomeCollege	Public	Town	64.269528	80.21189	76.44517	2.86204	0.895905	1.152794	1	0	0	1	0	4	1
15	10	Male	Two-or-more	3	SomeCollege	Private	Town	88.713446	75.533181	94.356851	3.681168	0.925335	1.096799	1	1	0	1	0	3	1
18	12	Male	White	1	<HS	Public	City	93.633477	77.584384	88.040534	3.467842	0.945734	1.379791	1	1	0	0	0	4	3
18	12	Male	White	1	HS	Public	Suburban	77.185181	75.147599	74.690015	2.467115	0.908739	1.127009	0	1	0	0	0	4	3
17	12	Female	Asian	3	HS	Public	Rural	60.735763	70.01579	73.631657	2.526859	0.887393	0.899049	1	1	1	0	1	4	1
17	12	Male	White	1	SomeCollege	Public	Town	79.999828	84.854752	89.100338	3.704043	0.988098	1.054629	0	0	0	0	0	3	2
14	9	Male	White	2	Bachelors+	Public	City	78.274323	79.671984	82.335987	3.216744	0.926955	1.460632	0	1	0	1	0	3	2
14	9	Male	White	2	<HS	Public	City	78.115365	75.330824	73.781818	2.47953	0.905567	0.765946	1	1	0	0	0	1	1
18	12	Male	Hispanic	2	<HS	Public	City	82.721823	79.31251	81.417715	2.994974	0.941715	1.014919	1	0	0	0	0	4	1
16	11	Female	Black	4	Bachelors+	Public	Suburban	80.36076	79.253062	87.860461	3.669126	0.929324	1.239157	1	0	0	1	0	2	2
17	12	Female	Hispanic	3	HS	Public	Town	87.203489	81.56471	70.555251	3.165985	0.918626	1.303692	1	0	0	1	0	1	2
17	12	Female	Hispanic	1	HS	Private	Suburban	80.177325	78.523781	79.170469	3.950882	0.896995	1.114725	1	0	0	0	0	2	2
18	12	Female	White	2	<HS	Private	City	74.03716	59.602556	74.662842	2.815408	0.878855	0.545341	0	1	0	0	0	2	3
16	11	Female	White	3	Bachelors+	Public	Suburban	80.524226	72.646843	74.1888	3.233753	0.902492	1.016942	1	0	0	0	0	4	3
16	11	Male	Hispanic	4	SomeCollege	Private	Suburban	98.343903	68.855232	89.445327	3.77807	0.963135	1.541376	1	0	0	1	0	4	2
18	12	Male	White	3	Bachelors+	Public	City	95.725989	88.481434	99.066042	3.577644	1	0.891668	1	1	0	0	1	3	4
16	11	Male	Hispanic	2	SomeCollege	Public	City	78.014841	74.497913	64.731081	3.048484	0.897776	0.910759	0	0	0	1	0	3	1
14	9	Female	White	1	<HS	Public	Suburban	85.831263	87.525094	78.223338	3.553883	0.943098	0.7447	1	1	0	1	0	4	1
14	9	Male	Hispanic	3	HS	Public	Suburban	60.107535	56.856411	56.978435	2.407461	0.811039	0.912503	1	0	0	0	0	3	1
14	9	Male	Asian	1	HS	Private	Town	53.782315	64.942903	72.922868	2.241921	0.873729	0.8006	1	1	1	0	0	2	3
17	12	Female	White	4	SomeCollege	Public	City	90.010179	73.086918	82.073217	3.748494	0.926449	0.881485	1	0	0	1	0	2	2
14	9	Female	White	4	SomeCollege	Private	Rural	83.261592	91.230763	75.187681	2.67586	0.950508	1.490977	1	0	1	0	0	2	4
18	12	Male	White	2	HS	Public	City	77.604217	83.768542	78.322365	3.342412	0.958209	0.826415	1	0	0	1	1	4	2
18	12	Male	Black	1	HS	Private	City	64.338868	69.10961	54.080903	2.971046	0.866983	1.033601	1	1	0	0	1	3	1
15	10	Female	White	3	SomeCollege	Public	City	73.797646	72.916395	73.378523	2.38153	0.891486	0.773572	1	1	1	0	0	2	2
15	10	Female	Black	1	HS	Public	Suburban	82.088695	89.157517	82.962697	3.509722	0.957983	1.44664	1	1	0	1	0	2	1
17	12	Male	Hispanic	2	SomeCollege	Public	Suburban	81.032227	90.835648	83.988157	3.268944	0.937042	1.053338	1	1	0	1	1	3	2
14	9	Female	Hispanic	1	<HS	Public	Suburban	62.355928	61.269308	63.886219	1.825237	0.836755	0.471226	1	0	0	0	0	3	2
18	12	Female	Two-or-more	3	HS	Public	Suburban	66.56805	67.687709	74.227436	3.210418	0.852075	0.950748	1	1	0	0	0	2	2
14	9	Male	White	2	Bachelors+	Public	City	69.577662	55.175918	59.026433	2.414819	0.8323	0.762222	1	0	1	0	0	4	2
18	12	Male	White	2	SomeCollege	Public	City	65.511993	69.215929	62.630509	2.346851	0.870501	0.593263	1	1	0	1	0	3	1
16	11	Female	Hispanic	4	HS	Private	Town	63.008111	67.746437	64.732931	2.114517	0.854175	0.868082	1	0	0	0	0	3	1
14	9	Female	Hispanic	4	<HS	Public	Rural	75.941046	96.596216	85.471424	3.262975	0.982396	0.781893	1	0	0	0	0	3	1
14	9	Female	Asian	2	SomeCollege	Public	Suburban	72.292128	72.077602	60.908083	2.484463	0.819175	1.156831	0	1	0	1	0	2	2
17	12	Female	White	1	HS	Public	Suburban	67.713029	63.325066	69.649775	2.580796	0.874747	0.679792	1	0	0	1	0	5	1
18	12	Female	Black	3	SomeCollege	Public	City	84.836268	64.361541	69.76761	2.783059	0.906416	0.734233	1	0	0	1	0	2	3
14	9	Female	Hispanic	1	HS	Public	City	88.509194	100	90.805431	3.843592	1	1.796825	1	1	0	0	0	3	1
17	12	Female	White	2	HS	Public	Town	91.925724	80.467443	88.500196	3.464421	1	1.446546	1	1	0	1	0	3	2
15	10	Female	White	3	Bachelors+	Public	Rural	76.348988	68.334561	71.787934	2.528879	0.88584	0.441369	1	1	0	1	1	3	1
18	12	Female	White	3	SomeCollege	Public	City	73.219675	80.308789	76.69164	3.057494	0.885116	0.5707	0	0	0	1	1	4	2
18	12	Female	White	2	Bachelors+	Public	City	72.777367	66.3211	71.569417	2.845868	0.879333	0.951421	0	1	1	1	0	4	3
14	9	Male	White	3	HS	Private	City	79.106984	78.614497	83.779089	2.901379	0.92472	1.336624	0	0	1	0	0	3	1
16	11	Female	Asian	2	HS	Public	Suburban	62.045616	70.250746	61.808683	3.410727	0.903949	0.665576	1	1	1	0	0	3	3
15	10	Female	White	1	<HS	Public	Suburban	77.830304	70.078305	77.974403	3.077722	0.908446	1.493616	1	1	0	0	0	1	2
14	9	Female	White	4	HS	Public	City	83.845928	87.523403	92.194354	4	0.971389	1.213993	1	0	0	0	0	4	2
14	9	Male	Hispanic	1	<HS	Public	Suburban	66.178445	53.55098	57.703933	2.172258	0.805706	0.579479	1	1	1	0	0	1	1
14	9	Male	Black	3	HS	Public	Suburban	53.616116	49.593379	58.393547	2.193615	0.788234	0.218835	1	1	0	0	0	3	1
17	12	Female	Hispanic	1	<HS	Public	City	94.369723	88.004938	88.520434	3.873053	0.951453	1.072914	1	0	0	0	1	1	1
15	10	Male	Black	3	Bachelors+	Public	Town	72.130623	71.672728	72.851017	2.849603	0.912908	0.627397	1	0	0	1	0	3	1
14	9	Female	White	3	SomeCollege	Public	City	73.31832	74.506899	74.96811	2.793115	0.853774	1.068758	1	1	0	0	0	2	4
16	11	Female	Hispanic	4	HS	Public	City	78.285088	70.424305	70.379047	2.956207	0.891124	1.26173	1	0	0	1	1	3	2
16	11	Male	Asian	1	HS	Public	Suburban	71.07038	68.857877	69.837929	2.522197	0.826406	1.021893	0	1	0	0	0	3	2
16	11	Female	Hispanic	3	Bachelors+	Private	Suburban	72.565278	71.996234	75.59302	2.712074	0.941563	1.585112	1	0	0	1	0	5	3
15	10	Female	Asian	2	SomeCollege	Public	City	82.742205	74.104492	77.886189	3.576459	0.895571	1.404422	0	1	0	1	0	2	3
15	10	Female	White	3	SomeCollege	Public	City	68.828061	55.973583	65.044518	2.244793	0.84397	0.727487	1	0	0	0	0	4	4
16	11	Male	Hispanic	2	HS	Public	City	78.345387	67.870508	70.238513	2.804653	0.881647	0.723501	1	0	0	0	0	5	2
14	9	Female	Hispanic	2	HS	Public	Suburban	76.556673	88.535921	79.896893	3.69462	0.933352	0.92002	0	0	0	1	0	1	3
14	9	Female	Hispanic	4	<HS	Public	Suburban	78.669477	78.236083	78.426249	2.577804	0.916393	1.328838	1	0	1	0	0	3	2
16	11	Female	White	2	<HS	Public	Suburban	70.11522	76.269224	68.158163	2.504795	0.866974	0.800907	1	1	0	1	0	3	2
14	9	Male	Black	2	SomeCollege	Public	Suburban	88.937049	70.393233	83.346478	3.214123	0.923024	1.38213	0	1	0	1	0	2	3
14	9	Male	White	2	HS	Public	Suburban	62.418204	64.790978	66.709733	2.940925	0.857487	0.82337	1	0	0	0	0	3	1
16	11	Male	Other	2	HS	Public	Rural	60.539386	63.30927	63.20237	2.603465	0.823531	1.252161	1	0	0	1	0	2	1
14	9	Female	White	1	HS	Private	Rural	87.659385	83.807231	94.144244	3.7738	1	1.503944	0	0	0	1	0	4	1
17	12	Female	White	1	<HS	Public	City	76.092439	71.896377	63.410402	3.479122	0.880696	0.835317	0	0	0	0	1	2	1
15	10	Female	White	4	Bachelors+	Public	City	75.548734	95.093748	85.213693	2.671017	0.967141	0.888113	1	0	0	1	0	3	2
18	12	Female	Hispanic	2	HS	Public	Town	71.198663	68.165139	65.810467	2.639191	0.845681	1.090811	1	1	0	1	0	3	1
17	12	Female	Asian	1	HS	Public	City	60.006487	67.279857	74.465351	3.604298	0.859902	1.003689	1	0	1	0	0	3	2
16	11	Male	Black	3	SomeCollege	Public	Suburban	84.586422	82.389448	85.866174	3.141928	0.928537	1.188669	1	0	0	1	0	2	2
16	11	Male	White	4	Bachelors+	Public	Suburban	76.949323	82.589894	71.277977	3.351474	0.868836	1.000426	1	0	1	1	0	2	3
14	9	Male	Black	3	SomeCollege	Public	Suburban	49.563204	58.036707	65.538525	2.606283	0.794937	0.990963	1	1	0	1	0	1	2
18	12	Male	White	4	HS	Public	Suburban	65.693103	77.595862	72.915259	3.307127	0.886632	1.322459	1	0	1	0	0	2	2
16	11	Female	White	2	HS	Private	Rural	87.578078	80.389956	78.453382	2.874978	0.941447	0.833774	1	1	0	1	1	3	1
18	12	Male	White	4	HS	Private	City	88.696768	78.813509	75.233359	3.22684	0.918608	1.028159	1	0	0	0	1	3	5
15	10	Male	White	2	Bachelors+	Private	City	72.049912	61.865945	54.833148	2.304616	0.835772	1.347023	1	1	0	1	0	3	1
17	12	Female	Two-or-more	2	SomeCollege	Private	Rural	72.43699	74.949113	81.550371	3.12491	0.893713	1.014451	1	1	1	0	1	1	1
15	10	Female	White	3	Bachelors+	Public	Suburban	82.063289	82.876901	92.004917	3.352684	0.93554	1.42325	1	0	0	0	1	2	3
14	9	Male	White	3	HS	Private	Rural	94.285533	78.928112	80.319264	3.452505	0.949348	0.940243	1	0	0	0	0	3	1
18	12	Male	Asian	3	SomeCollege	Public	Suburban	79.365039	86.26836	74.107089	3.105928	0.872457	1.52012	1	1	0	1	1	1	1
15	10	Male	White	1	HS	Private	City	74.115165	77.544013	70.242837	2.808315	0.895666	1.298792	0	1	1	0	1	3	3
16	11	Female	Hispanic	2	Bachelors+	Public	Rural	79.730491	79.755351	82.989084	3.143708	0.93369	1.053266	1	0	0	1	1	1	2
17	12	Male	White	2	HS	Private	Suburban	74.827056	84.307837	76.894062	3.359235	0.898584	1.294645	1	1	0	0	1	1	3
14	9	Male	Asian	1	HS	Public	City	75.340305	75.94387	73.343985	2.533102	0.899065	1.266109	1	0	0	0	0	5	2
16	11	Female	White	3	Bachelors+	Public	Town	85.178172	74.463349	78.216988	2.875878	0.908953	1.102238	1	1	0	1	0	4	2
18	12	Female	Hispanic	3	HS	Public	Suburban	75.514332	80.377761	83.920132	3.124235	0.944839	1.30577	1	0	0	0	0	2	1
17	12	Female	Hispanic	3	SomeCollege	Public	Rural	57.571648	51.878429	63.642596	2.133221	0.818183	0.694371	1	1	0	0	0	3	3
17	12	Male	White	3	HS	Public	Town	66.182901	71.047974	71.902967	2.808192	0.867412	0.663259	1	0	0	0	0	3	1
15	10	Male	Asian	2	<HS	Public	Suburban	61.10627	73.814679	67.529726	2.394767	0.920379	0.699265	1	1	0	0	0	3	1
18	12	Male	White	1	SomeCollege	Public	City	70.566033	59.576038	71.748944	2.735326	0.865779	0.887304	1	1	0	0	0	2	1
18	12	Female	Asian	3	SomeCollege	Private	Town	70.593433	71.787015	80.488392	2.758751	0.875042	0.596028	1	1	0	0	0	3	1
16	11	Female	Hispanic	3	SomeCollege	Public	Suburban	74.304042	85.515321	78.517436	3.424503	0.929192	0.88703	1	1	0	0	0	5	1
18	12	Male	Black	2	SomeCollege	Private	City	73.136038	71.60621	72.780044	2.851181	0.889721	1.077989	0	0	0	0	0	3	1
14	9	Female	White	2	SomeCollege	Public	Town	61.120435	74.324382	62.245138	2.247793	0.826419	1.16295	1	1	0	0	0	1	3
16	11	Female	Hispanic	2	HS	Public	City	84.794242	88.273031	93.054386	3.454584	0.985505	1.114311	1	1	1	0	1	2	1
14	9	Male	Hispanic	2	SomeCollege	Public	City	70.127501	74.329644	77.7185	2.84931	0.902007	1.16364	0	1	0	1	0	4	1
18	12	Male	Hispanic	2	Bachelors+	Public	Suburban	79.559781	69.957544	86.460021	3.707116	0.945675	0.673579	1	0	0	1	0	1	1
14	9	Male	White	4	SomeCollege	Public	City	77.577768	70.095419	82.432538	2.964614	0.912398	1.180221	1	0	0	1	0	1	3
15	10	Female	Hispanic	4	Bachelors+	Private	City	87.93038	86.938371	83.423807	3.651891	0.939555	1.673356	1	1	0	0	1	4	2

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