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
18	12	Male	Hispanic	4	Bachelors+	Private	Suburban	63.460865	61.91749	53.779358	2.430223	0.816654	0.691104	1	1	0	0	0	3	4
14	9	Female	White	3	SomeCollege	Private	City	65.921177	73.942123	79.08922	3.129517	0.89823	0.445949	1	1	0	0	0	3	4
14	9	Male	Hispanic	4	SomeCollege	Public	City	85.743522	80.890254	82.620148	3.147032	0.8946	0.401192	1	0	0	0	1	4	2
16	11	Male	Hispanic	3	<HS	Private	City	72.283843	65.493219	60.846326	2.264241	0.83568	0.990496	0	1	0	0	0	5	2
14	9	Male	Hispanic	2	HS	Private	Suburban	54.224692	68.051822	62.188961	2.63626	0.834393	0.368433	1	1	0	0	0	2	3
16	11	Female	Asian	3	SomeCollege	Private	City	84.891772	82.578059	82.334377	3.663855	0.949382	1.433538	1	0	0	0	0	3	2
16	11	Male	Black	2	HS	Public	City	55.234003	59.192217	57.548463	2.681794	0.816361	1.195724	0	1	0	0	0	4	2
15	10	Female	Two-or-more	3	HS	Public	Suburban	75.546543	70.031074	73.422976	2.827638	0.896464	1.273128	1	0	0	0	0	3	2
17	12	Female	White	1	<HS	Public	City	71.68746	68.463052	77.4698	2.66965	0.872942	0.726459	1	0	0	1	0	2	4
17	12	Male	White	4	SomeCollege	Public	City	100	94.172381	96.902211	4	1	1.41158	1	1	1	1	0	3	3
16	11	Male	Black	2	SomeCollege	Public	Rural	72.893971	63.898141	61.035738	2.52483	0.87445	0.468367	1	1	0	0	0	2	2
18	12	Male	White	3	SomeCollege	Private	Suburban	86.084956	72.75514	67.205595	3.38711	0.898372	1.251447	1	1	0	1	1	3	3
17	12	Male	Hispanic	4	Bachelors+	Private	City	71.355342	67.980102	72.477973	3.117125	0.879644	0.803478	1	0	0	1	0	3	2
18	12	Female	White	1	HS	Public	Suburban	50.125183	58.869455	61.848259	1.674955	0.781504	0.368314	1	0	0	1	1	3	1
16	11	Male	White	4	SomeCollege	Public	City	85.290313	69.717326	74.227721	2.705189	0.913365	0.752076	1	1	0	0	0	3	4
16	11	Male	Hispanic	2	<HS	Public	Rural	84.294093	64.308174	64.110587	2.960398	0.8884	0.796959	0	1	0	0	0	4	4
17	12	Male	White	4	SomeCollege	Public	City	79.559589	78.421567	65.507381	2.696121	0.910985	0.384168	1	0	0	0	0	2	1
17	12	Male	Hispanic	2	Bachelors+	Public	City	66.453716	60.416988	58.673262	2.307877	0.83682	0.567208	1	1	1	0	0	2	2
16	11	Male	Asian	1	HS	Private	Suburban	68.373428	71.41579	65.157662	2.811723	0.901725	0.846872	0	0	0	1	0	3	3
15	10	Female	White	2	SomeCollege	Public	Suburban	85.977018	84.495028	80.775829	3.268651	0.941115	1.386224	1	1	0	0	0	3	1
16	11	Female	White	4	Bachelors+	Private	Town	78.87705	74.266122	71.083819	3.421658	0.888821	1.128774	1	1	1	1	0	3	2
18	12	Male	White	1	SomeCollege	Public	Suburban	85.442313	92.186324	87.821465	3.3205	0.964519	0.976776	1	1	0	0	0	3	2
17	12	Male	White	1	<HS	Public	Rural	76.974184	79.994923	75.182365	3.256049	0.886383	0.631275	0	0	1	0	1	3	3
17	12	Male	Asian	2	Bachelors+	Public	Suburban	67.144838	74.535521	82.068964	3.287121	0.90061	0.293403	0	0	0	0	0	3	2
14	9	Female	White	1	<HS	Public	Suburban	88.194223	77.540512	90.015613	2.928421	0.928791	1.386348	1	0	0	0	0	3	3
14	9	Male	Black	1	<HS	Public	Town	99.433458	88.235122	91.533071	3.949747	0.998496	1.228878	0	0	0	1	0	4	1
18	12	Male	Two-or-more	2	SomeCollege	Private	Suburban	76.002143	71.124434	72.733447	2.757781	0.894193	0.920281	1	1	0	0	0	4	1
14	9	Female	Hispanic	3	SomeCollege	Public	Suburban	72.17617	79.883728	76.184636	3.441475	0.935561	0.880272	1	1	1	1	0	2	2
15	10	Female	Black	3	SomeCollege	Public	City	70.271103	77.503543	81.064845	3.139187	0.911092	1.153512	1	1	0	0	0	4	1
14	9	Female	White	4	Bachelors+	Public	Rural	80.582909	75.516048	85.269861	3.553429	0.9109	0.973984	1	1	1	0	0	3	2
16	11	Female	Hispanic	2	HS	Private	Suburban	82.21095	84.110399	79.922778	3.060029	0.926677	1.708057	1	1	0	1	0	1	3
16	11	Female	White	4	Bachelors+	Public	Town	86.492013	82.135126	78.957084	2.737409	0.985164	1.670826	1	1	0	1	0	4	1
18	12	Female	Black	1	<HS	Public	Rural	72.037732	78.826938	79.833915	2.80047	0.938261	1.356164	1	1	0	0	1	4	1
17	12	Male	Other	1	HS	Private	Rural	73.349883	55.568704	67.479428	2.456138	0.841861	0.753857	1	0	1	0	0	4	1
14	9	Female	White	3	HS	Public	Rural	57.44758	65.217085	55.179388	2.788238	0.847806	0.449716	1	1	0	1	0	2	5
17	12	Female	Hispanic	3	Bachelors+	Public	Suburban	63.201976	73.479947	75.229046	3.208738	0.894898	1.022558	1	0	0	1	1	1	2
16	11	Female	White	1	HS	Public	City	78.210018	81.27554	85.500232	3.173371	0.964108	1.080854	0	1	1	0	0	3	2
17	12	Male	Hispanic	4	SomeCollege	Public	City	83.353043	59.465308	76.024552	2.501293	0.896539	0.762285	1	1	1	0	1	4	3
14	9	Female	Asian	2	HS	Private	Suburban	74.591732	71.016399	64.251057	2.860649	0.924588	0.529463	1	1	0	1	0	2	2
18	12	Male	White	3	SomeCollege	Public	Town	86.211066	70.319757	72.649478	3.14976	0.890754	0.909156	0	1	0	1	0	2	3
17	12	Male	Hispanic	4	Bachelors+	Public	Suburban	72.370926	75.313942	68.928184	2.996515	0.885061	0.580096	1	0	0	1	1	4	2
14	9	Male	White	1	HS	Public	Suburban	77.936107	90.421801	72.303862	3.041271	0.899952	1.180446	1	0	0	0	0	3	3
17	12	Male	White	4	HS	Public	City	94.548693	82.824964	82.320133	3.544364	0.959725	1.442032	1	1	0	0	0	4	4
16	11	Male	White	3	<HS	Public	Suburban	71.631619	77.815715	72.29039	3.203839	0.887789	0.871717	1	1	0	1	0	4	1
18	12	Male	White	3	SomeCollege	Public	Suburban	77.503876	84.591082	77.550781	3.428026	0.925681	1.281851	1	1	0	0	0	2	2
15	10	Male	White	1	HS	Public	Rural	71.517918	66.346544	81.874391	2.65943	0.895224	0.963041	1	1	0	0	0	2	4
14	9	Male	Hispanic	3	<HS	Private	Rural	73.508744	79.608374	81.717541	3.323389	0.907504	1.119444	1	0	0	1	1	3	3
18	12	Female	White	4	HS	Public	City	96.618542	100	96.196086	3.854357	0.992953	0.935118	1	0	0	0	0	4	1
15	10	Male	Hispanic	3	<HS	Public	City	75.911268	71.164935	75.078617	3.112056	0.895237	0.407636	1	0	0	1	1	2	1
16	11	Male	White	4	HS	Private	Town	93.82142	80.853417	82.01942	2.960291	0.948641	1.154381	1	0	0	0	0	3	2
14	9	Male	White	1	<HS	Public	City	80.537119	75.007359	76.309493	3.722358	0.866789	1.217121	1	0	0	0	0	3	3
18	12	Male	Black	3	HS	Public	Rural	68.223472	67.68616	59.776084	2.655227	0.855875	0.231531	1	0	0	1	0	3	1
18	12	Female	White	1	HS	Public	City	90.52664	77.287174	87.980697	3.802791	0.940257	0.676437	0	1	1	1	0	3	3
14	9	Female	White	4	Bachelors+	Public	Rural	85.09841	75.618765	76.414407	3.85517	0.949055	1.212601	1	0	0	0	0	2	2
15	10	Male	White	4	HS	Private	City	72.833643	59.908405	64.909468	2.953631	0.862271	1.172433	1	1	0	0	0	3	3
17	12	Female	White	4	SomeCollege	Public	Rural	70.998974	76.398922	77.629423	2.789089	0.944778	1.242359	1	1	0	0	1	2	1
14	9	Male	Hispanic	2	HS	Private	Suburban	74.286766	78.472556	76.064484	3.029913	0.89083	0.862378	1	1	0	0	0	3	2
17	12	Male	White	1	SomeCollege	Public	City	87.670358	78.661148	82.724621	3.238157	0.907171	1.26479	1	0	0	1	0	1	2
14	9	Female	White	3	SomeCollege	Public	Suburban	69.183091	75.893094	76.007364	2.659987	0.900666	0.787088	1	0	0	0	0	5	2
18	12	Male	White	4	HS	Public	City	65.467162	74.941362	74.614241	2.665292	0.884265	1.054498	1	0	0	0	0	2	2
15	10	Male	Hispanic	2	Bachelors+	Private	Rural	68.385598	64.687574	71.636313	2.647636	0.860328	0.546135	1	0	0	0	0	3	3
15	10	Male	Black	1	<HS	Public	City	87.035433	82.454275	75.380437	2.887571	0.942711	0.856385	1	0	0	0	0	1	3
15	10	Female	White	2	HS	Public	Town	66.958097	68.628539	61.804728	2.463517	0.888626	1.175054	1	0	0	0	0	2	1
15	10	Female	Hispanic	4	Bachelors+	Public	City	76.186652	78.571446	69.125118	3.348949	0.894633	1.00606	1	0	0	0	0	3	2
15	10	Female	White	2	<HS	Public	Town	77.462281	71.77998	71.826033	2.744467	0.879681	1.135048	0	0	0	1	0	4	1
16	11	Female	Hispanic	2	<HS	Public	City	79.154513	69.36481	65.392647	3.017436	0.821104	0.99407	1	1	0	0	0	4	2
17	12	Female	Hispanic	3	Bachelors+	Public	Rural	72.922768	71.299987	65.082178	2.850181	0.87754	0.860913	1	1	0	0	1	4	3
18	12	Female	Black	1	HS	Public	Rural	58.362709	51.332052	49.947713	1.658782	0.748982	0.876415	0	0	0	0	0	4	3
17	12	Female	White	3	<HS	Public	Suburban	91.230486	95.901263	92.236459	4	1	0.67874	1	1	0	0	0	1	1
16	11	Male	Hispanic	1	HS	Public	Suburban	79.497712	81.981214	88.333911	3.686946	0.983818	1.369261	0	0	0	1	0	5	1
16	11	Male	White	1	Bachelors+	Public	City	57.464494	60.195092	63.322416	2.887633	0.835565	0.610471	1	1	1	0	0	3	3
16	11	Female	Hispanic	1	HS	Public	City	76.858111	85.705846	79.955344	3.150235	0.946964	1.276613	1	1	0	0	1	1	2
14	9	Female	White	3	SomeCollege	Public	Rural	73.241592	84.407649	65.997565	3.393526	0.921086	0.740937	1	0	0	1	0	1	1
16	11	Male	White	4	HS	Public	Suburban	58.807298	65.624744	68.445842	2.197383	0.865459	0.944724	1	1	1	0	0	4	2
18	12	Male	Black	1	HS	Public	City	60.84757	68.777969	63.205863	2.638828	0.836257	0.889599	1	0	0	1	1	3	1
14	9	Female	Black	1	SomeCollege	Public	Rural	75.012955	67.91602	72.18769	2.951155	0.87422	0.950559	0	1	0	1	0	4	2
17	12	Female	White	4	Bachelors+	Public	Town	81.980203	75.504491	74.790018	3.060871	0.876366	0.808707	1	0	0	0	0	4	1
18	12	Male	Asian	3	HS	Private	Suburban	86.655721	86.640649	76.70665	3.535479	0.910424	1.233786	1	0	0	0	0	3	2
17	12	Female	White	1	HS	Public	Suburban	86.049172	93.02827	83.883014	3.59682	0.96017	1.920988	1	1	0	1	1	2	2
18	12	Male	Black	2	<HS	Public	Suburban	82.726144	79.133662	74.306634	3.641162	0.929753	0.982073	1	1	0	0	0	2	3
14	9	Male	Hispanic	3	SomeCollege	Private	City	75.599987	67.679427	57.080943	2.385234	0.884083	1.068096	1	0	0	0	0	3	2
17	12	Female	Hispanic	4	HS	Public	City	69.979841	68.92208	75.075106	3.313392	0.879125	1.366133	1	0	0	0	0	2	3
14	9	Male	White	4	Bachelors+	Public	Town	66.589746	68.800578	77.476944	3.628655	0.862569	0.936025	1	1	0	0	0	3	2
14	9	Female	Two-or-more	3	<HS	Private	Suburban	72.07863	81.673615	86.855765	3.038834	0.932356	1.278354	1	0	1	0	0	2	1
15	10	Female	White	1	SomeCollege	Public	City	78.032289	83.322745	79.894155	2.966457	0.939639	1.010266	0	0	0	0	0	1	2
17	12	Female	White	4	SomeCollege	Public	City	74.608414	79.444035	75.899785	3.251636	0.908127	1.360562	1	0	0	0	0	3	3
17	12	Female	White	4	HS	Public	Suburban	87.777659	93.442524	86.394399	3.283539	0.935819	1.322646	1	0	0	0	0	3	3
14	9	Male	Asian	2	HS	Public	Suburban	61.278874	63.220194	61.38343	2.393542	0.848722	0.786384	0	0	0	0	0	3	1
18	12	Male	White	4	HS	Public	Rural	75.886885	57.881154	68.178929	2.585839	0.850598	1.172897	1	0	0	0	0	3	1
18	12	Male	White	1	HS	Public	Rural	63.690675	62.822373	63.033751	2.354507	0.87808	1.062014	0	0	0	0	0	3	3
17	12	Female	Two-or-more	4	SomeCollege	Public	Suburban	84.280573	93.465748	90.047307	3.523618	0.987254	1.189825	1	1	0	0	0	3	1
16	11	Female	Black	4	SomeCollege	Public	Suburban	81.601241	92.296914	90.798288	3.939844	0.965909	1.603471	1	0	0	0	0	4	2
17	12	Male	White	1	<HS	Public	Suburban	79.522363	74.773766	77.950617	3.32488	0.92752	1.019527	0	1	1	0	0	4	2
15	10	Female	Asian	1	HS	Public	Suburban	83.029149	78.781614	72.047741	3.178289	0.925072	0.959689	0	0	0	1	0	4	3
17	12	Female	Hispanic	2	HS	Public	Suburban	75.857399	67.034707	75.16344	2.71957	0.871266	1.258509	1	0	1	1	1	4	3
17	12	Male	White	2	HS	Public	City	74.851932	74.650968	81.02378	3.273522	0.924285	1.187898	0	1	0	0	0	3	3
17	12	Male	White	1	<HS	Public	City	68.943163	69.600303	72.84907	2.886394	0.900093	0.627567	1	1	0	0	0	3	4
17	12	Female	White	2	SomeCollege	Public	Rural	74.611993	73.709835	68.313575	3.304528	0.936371	0.843851	0	0	0	0	0	2	4
16	11	Male	White	1	SomeCollege	Public	City	77.252555	71.572944	66.921242	2.736153	0.85059	0.966637	1	1	0	0	0	3	1
16	11	Male	Black	1	<HS	Public	City	81.754994	67.644705	72.274863	3.852623	0.894639	0.846254	1	0	0	0	1	3	3

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