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	SomeCollege	Private	City	72.785414	82.372089	83.007303	3.046004	0.920106	0.714936	1	1	0	1	0	3	3
16	11	Male	Hispanic	3	SomeCollege	Public	Suburban	61.986293	67.455775	56.857475	2.682607	0.851744	1.445224	1	1	0	0	0	4	1
18	12	Male	White	1	<HS	Public	City	67.158734	69.226813	68.957302	3.221111	0.865415	0.426479	1	1	0	1	0	3	1
18	12	Female	Asian	2	SomeCollege	Public	Rural	67.218103	66.570186	73.236043	3.082679	0.887404	1.090554	1	1	0	0	0	3	1
17	12	Male	White	3	<HS	Public	Suburban	90.316251	82.491311	86.99998	2.7818	0.978853	0.912468	1	0	0	0	0	3	3
14	9	Female	Asian	3	<HS	Public	Rural	84.978479	91.069219	83.105764	3.843194	0.97754	1.779758	1	0	0	0	0	3	3
17	12	Male	White	1	HS	Public	City	73.47654	75.471853	88.69619	3.195897	0.899348	0.801148	1	1	0	0	0	2	2
14	9	Male	Hispanic	4	HS	Public	Rural	80.715253	76.556219	87.523438	3.275969	0.914047	1.370091	1	0	0	0	0	4	1
17	12	Male	Hispanic	2	SomeCollege	Public	City	88.739657	66.676497	76.710094	3.407327	0.932088	1.096505	1	1	1	0	0	2	1
17	12	Female	Hispanic	4	HS	Public	Town	83.633824	88.818859	73.679105	2.997792	0.971909	0.775548	1	0	1	0	0	1	3
17	12	Male	White	3	HS	Public	City	69.143259	71.192669	73.112407	2.448708	0.866319	0.967111	1	0	1	0	0	3	2
17	12	Female	Black	1	<HS	Public	Suburban	76.780873	83.619634	82.856779	2.676168	0.913478	0.868059	1	1	0	0	0	2	2
14	9	Male	Hispanic	1	Bachelors+	Public	Suburban	71.251985	73.12119	71.4825	2.717398	0.878664	1.107532	1	0	0	1	0	2	2
17	12	Male	White	1	<HS	Public	Rural	81.224844	64.759649	81.584298	3.13132	0.91958	0.850553	0	0	0	0	0	3	2
18	12	Female	White	2	<HS	Private	City	78.705548	78.733538	81.938444	3.500798	0.903434	1.162879	1	1	0	0	1	3	1
15	10	Male	White	4	SomeCollege	Public	City	73.166147	77.375648	68.370744	3.185327	0.913972	0.782786	1	1	0	0	0	2	1
15	10	Female	Hispanic	1	SomeCollege	Public	City	62.426272	83.537948	83.672841	3.203858	0.917042	0.711301	1	0	0	1	0	3	2
18	12	Male	White	3	SomeCollege	Public	Town	77.737865	76.241148	83.562992	3.178106	0.926172	1.461279	1	0	0	0	0	3	3
18	12	Male	White	1	HS	Public	Rural	60.622665	55.014426	69.43564	1.928647	0.824964	1.066335	1	1	0	0	0	3	1
14	9	Male	Black	2	HS	Public	Suburban	71.226438	66.61442	80.549564	2.701492	0.899305	0.856168	1	1	1	1	0	3	2
17	12	Male	White	2	HS	Public	City	77.86862	75.766083	83.662738	3.383835	0.91431	0.659371	1	1	0	0	1	4	3
16	11	Female	White	4	Bachelors+	Public	Suburban	87.775486	82.103851	64.937528	3.079885	0.928125	1.376682	1	0	1	1	0	4	4
16	11	Female	Hispanic	4	SomeCollege	Private	Suburban	61.655084	57.572966	51.966757	2.153328	0.812026	1.102347	1	1	0	0	0	4	2
18	12	Female	White	1	HS	Private	Suburban	93.799383	97.198551	99.243446	3.754219	1	1.818222	1	0	0	0	0	3	2
16	11	Male	White	1	<HS	Public	Rural	71.101328	67.079818	72.312631	2.869546	0.887351	0.814734	0	1	0	0	0	3	2
15	10	Female	White	4	Bachelors+	Public	City	75.019849	77.452968	81.848459	2.946937	0.889984	1.407148	1	0	1	1	0	2	3
17	12	Female	White	1	HS	Public	Rural	87.064468	90.757501	84.901767	3.207547	0.953384	1.529649	1	1	0	0	0	3	2
15	10	Female	Hispanic	1	SomeCollege	Public	Suburban	86.782786	83.966828	74.593753	3.550314	0.939688	1.458283	1	0	0	0	0	4	3
14	9	Male	Hispanic	2	HS	Public	Suburban	74.457463	68.235724	74.595509	3.649104	0.893505	0.575648	1	0	0	1	0	1	4
14	9	Female	Other	4	SomeCollege	Public	Town	74.387829	77.288428	75.534373	2.49596	0.900018	1.138128	1	1	0	0	0	2	2
14	9	Male	Hispanic	3	HS	Public	Suburban	80.513943	67.907934	85.717638	2.77038	0.914031	0.998659	1	1	0	0	0	3	1
15	10	Female	White	4	SomeCollege	Public	Rural	61.472455	66.996088	70.273019	2.881766	0.865158	0.418786	1	1	1	0	0	2	3
16	11	Female	Hispanic	3	SomeCollege	Public	Rural	79.897458	70.93728	76.660031	2.63654	0.889052	1.240475	1	1	0	1	0	5	2
16	11	Female	Hispanic	4	HS	Public	City	75.996885	75.892183	74.672905	2.865343	0.925399	1.071493	1	0	0	1	0	3	3
14	9	Female	Asian	1	HS	Public	City	94.431069	78.951793	85.370723	3.018428	0.966748	0.765294	0	0	1	0	0	3	2
14	9	Male	Hispanic	1	<HS	Private	Town	74.952085	67.697891	69.022739	2.703003	0.879834	1.029614	1	0	0	0	0	2	2
17	12	Female	Black	1	<HS	Public	Suburban	81.896232	75.860368	71.847902	3.044251	0.903723	0.907177	1	0	0	1	0	4	2
14	9	Male	White	4	SomeCollege	Public	Rural	59.901442	65.294482	74.078563	2.924026	0.864364	1.031103	1	1	0	0	0	3	2
18	12	Male	White	3	<HS	Public	Suburban	62.623524	61.382859	65.432515	3.192015	0.866892	0.113461	1	1	0	0	1	3	3
15	10	Male	Two-or-more	2	<HS	Private	City	72.664907	77.114015	72.890247	2.828082	0.885883	1.327024	0	0	0	0	0	3	2
15	10	Male	White	1	<HS	Public	City	83.93441	75.490138	84.746091	3.051136	0.924171	0.660951	1	0	0	1	0	3	2
18	12	Female	Black	1	Bachelors+	Public	Suburban	63.966711	72.696267	59.606573	2.774453	0.871713	0.771311	1	0	0	0	1	4	3
15	10	Male	Other	1	HS	Public	Rural	67.394293	60.462159	65.337471	3.126658	0.856313	1.204903	1	0	1	0	0	4	2
16	11	Female	Two-or-more	1	HS	Public	Suburban	53.684445	68.184127	61.640509	2.176582	0.860338	0.56951	1	0	1	0	0	3	1
17	12	Male	Other	4	HS	Public	City	44.472447	38.333255	43.692871	1.757506	0.752054	0.499549	1	0	0	1	0	3	3
17	12	Male	Hispanic	2	HS	Public	Suburban	60.460409	52.981392	65.773233	2.779636	0.790685	0.872032	0	1	0	0	0	2	2
16	11	Male	Other	1	<HS	Public	Town	78.196639	92.498167	83.295849	3.48934	0.952145	1.14976	1	0	0	1	0	2	3
16	11	Female	Hispanic	1	HS	Public	Suburban	69.488367	72.546839	76.185583	2.396487	0.905095	0.878134	0	1	1	0	0	1	4
15	10	Male	White	1	SomeCollege	Public	Rural	75.972299	78.672096	77.949611	2.919558	0.900616	1.53283	1	1	0	0	1	2	3
15	10	Female	Black	1	<HS	Public	Suburban	76.261081	75.370487	71.425922	2.827594	0.895942	0.849906	0	1	0	1	1	3	1
14	9	Female	Black	1	HS	Public	Town	87.260083	89.361237	82.798023	3.303808	0.981454	0.573855	0	0	0	0	0	2	2
14	9	Male	Asian	4	SomeCollege	Private	City	63.578738	71.973503	73.453382	3.108353	0.876604	0.871008	1	0	0	1	0	5	2
17	12	Male	Black	3	<HS	Private	City	72.256522	65.845036	79.294603	3.161717	0.856484	1.206173	1	0	0	0	0	3	3
16	11	Male	White	4	HS	Public	City	86.624986	83.049747	78.901643	4	0.944542	1.523955	1	1	0	0	0	1	2
17	12	Female	Black	4	SomeCollege	Public	City	60.675392	76.869987	84.330078	2.842526	0.887333	0.600403	1	0	0	0	0	3	2
14	9	Female	Hispanic	3	SomeCollege	Public	Suburban	63.438999	66.772317	65.734946	2.220024	0.830907	0.665573	1	0	0	0	0	1	4
16	11	Female	Two-or-more	4	Bachelors+	Public	Suburban	60.914305	68.645802	87.070791	3.105413	0.919178	0.981727	1	0	1	1	0	3	1
15	10	Male	Hispanic	2	SomeCollege	Private	Rural	72.463031	88.007017	83.495363	3.467357	0.944977	1.549446	1	0	0	1	0	3	2
17	12	Male	White	3	SomeCollege	Public	Suburban	65.912189	65.463021	60.003251	2.756348	0.850988	0.534884	1	0	0	0	0	3	2
18	12	Male	Other	3	SomeCollege	Public	City	69.804828	68.14556	59.722626	2.559453	0.85942	0.48816	1	1	0	0	0	2	2
15	10	Female	White	4	SomeCollege	Private	Town	62.027561	64.763072	70.106056	3.139437	0.868446	1.005883	1	0	0	0	1	3	3
17	12	Male	Hispanic	1	HS	Public	City	76.330714	68.372758	76.761204	3.176816	0.889581	1.057114	1	0	1	1	0	3	1
18	12	Male	White	4	Bachelors+	Public	Suburban	76.919535	63.469077	68.493142	2.78305	0.859321	0.572956	1	1	0	1	1	4	3
18	12	Male	Hispanic	1	<HS	Public	Suburban	90.089518	92.333282	86.476068	3.575772	0.935987	1.460428	0	1	0	0	0	3	2
18	12	Female	White	3	HS	Private	Rural	78.291182	73.190961	70.967264	2.963111	0.92619	1.112172	1	0	0	1	0	3	1
14	9	Female	White	1	<HS	Private	Suburban	92.817095	75.269616	73.688776	3.30293	0.924913	1.32843	1	0	0	1	0	3	2
17	12	Male	Hispanic	3	Bachelors+	Public	City	79.594675	82.36785	75.525456	3.606725	0.917904	0.800167	1	0	1	1	1	5	2
14	9	Female	White	1	HS	Public	City	63.845865	73.60552	68.987928	2.748363	0.842784	0.464102	1	1	0	0	0	1	4
18	12	Female	White	3	SomeCollege	Public	Rural	81.986835	76.507847	66.11183	3.259756	0.907669	1.075534	1	0	0	0	0	2	2
15	10	Female	White	2	HS	Public	Suburban	79.725795	76.697041	82.387936	3.003808	0.885255	0.779272	1	1	0	0	0	3	1
14	9	Male	Hispanic	2	Bachelors+	Public	Suburban	75.373168	73.199381	79.58558	3.282328	0.899208	1.141545	1	0	0	0	0	2	2
15	10	Female	White	4	SomeCollege	Private	City	81.077542	89.732584	76.276639	2.850554	0.95271	0.954527	1	1	0	0	0	3	1
14	9	Female	Two-or-more	3	HS	Private	Suburban	75.92544	86.613662	83.169839	3.455751	0.914819	1.17263	1	1	0	0	1	1	1
15	10	Male	Black	1	HS	Public	Suburban	75.686892	80.814576	66.338896	2.451005	0.91275	1.01825	1	1	0	1	0	2	4
15	10	Female	White	1	SomeCollege	Public	Rural	64.395588	66.907333	62.501535	2.724078	0.841673	1.536827	0	1	0	1	0	2	3
15	10	Male	Black	4	Bachelors+	Public	Rural	62.866736	54.265723	56.221614	1.979188	0.836808	0.912915	1	1	0	0	0	3	3
14	9	Male	White	4	HS	Public	City	75.660942	70.219927	83.003638	3.36835	0.919127	1.430813	1	0	0	1	0	3	2
17	12	Male	Hispanic	3	SomeCollege	Public	City	83.192052	80.774547	78.911742	3.079883	0.944956	1.072791	1	0	1	0	0	4	1
15	10	Male	Hispanic	4	Bachelors+	Public	Suburban	85.172026	86.146498	80.396411	3.26153	0.897354	0.954976	1	1	0	1	0	3	2
15	10	Female	Hispanic	2	SomeCollege	Public	Suburban	68.683412	68.480604	73.253768	3.2778	0.867452	0.835254	1	0	0	0	0	2	1
18	12	Male	White	3	SomeCollege	Public	Rural	71.063188	55.699019	67.789178	2.121365	0.847509	0.56924	1	0	1	0	0	4	1
15	10	Female	Hispanic	3	Bachelors+	Public	City	77.488201	78.016955	77.908283	3.216864	0.944599	1.036968	1	1	0	1	1	3	2
16	11	Male	White	3	SomeCollege	Private	Suburban	81.50251	71.003943	77.828898	2.696227	0.915799	1.007853	1	0	0	0	0	4	2
14	9	Male	White	3	Bachelors+	Public	Rural	86.989455	96.135929	86.390062	3.255756	0.951839	1.308262	1	1	0	0	0	3	1
16	11	Female	Black	1	SomeCollege	Public	Suburban	97.91565	95.452977	92.583875	4	1	1.433026	0	1	0	0	0	4	4
14	9	Male	White	2	SomeCollege	Public	Suburban	61.232431	64.130012	57.907747	2.467973	0.832779	0.815944	1	1	0	0	0	4	2
17	12	Male	Hispanic	1	SomeCollege	Public	Town	72.260045	58.42296	62.796915	2.659583	0.859547	0.925888	1	1	0	1	1	3	3
15	10	Female	White	2	<HS	Public	City	80.323651	71.036781	71.236918	3.053155	0.897665	0.968359	1	0	0	0	1	2	3
14	9	Male	White	3	Bachelors+	Public	Rural	52.804414	57.181077	69.945718	2.651816	0.864707	0.274752	1	1	0	1	0	2	1
17	12	Female	Hispanic	4	HS	Public	City	78.506158	90.216337	80.631072	2.532424	0.941962	0.863536	1	1	1	0	1	3	2
18	12	Male	Black	1	HS	Public	Suburban	87.215454	79.412076	77.015212	3.237437	0.929137	1.075557	0	1	1	0	0	5	1
18	12	Male	Black	3	SomeCollege	Public	City	66.407512	75.257226	60.992421	2.776311	0.860331	0.284387	1	1	0	0	1	2	2
15	10	Male	White	3	Bachelors+	Public	Rural	79.235359	81.051095	72.294454	3.140138	0.928227	0.804471	1	1	0	1	1	4	2
14	9	Male	Hispanic	4	SomeCollege	Private	Town	81.475003	82.538043	70.202315	3.284165	0.946053	1.469683	1	1	0	0	0	4	4
16	11	Female	Hispanic	4	HS	Private	Suburban	79.742854	79.187424	90.94173	3.634021	0.954514	1.497823	1	0	0	1	1	4	1
16	11	Female	White	1	Bachelors+	Public	Suburban	77.761666	88.476416	73.50726	3.080293	0.92198	1.326155	1	1	0	1	0	4	2
15	10	Female	Hispanic	2	HS	Public	Suburban	67.607105	55.708238	77.387461	2.834629	0.856374	1.170446	1	1	0	0	0	3	2
14	9	Female	Asian	1	<HS	Public	City	69.209633	82.105768	86.137655	3.089674	0.937151	1.3212	0	1	0	0	0	3	3
17	12	Male	Hispanic	3	HS	Public	Rural	67.741512	68.936952	72.773749	3.129959	0.865523	1.553222	1	0	0	0	1	3	1
18	12	Male	Hispanic	3	SomeCollege	Private	City	60.529906	76.623117	77.558641	2.578014	0.896618	0	1	0	1	1	0	4	2

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