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	White	4	HS	Public	Suburban	92.406483	87.424002	91.398407	3.392898	0.942889	1.07202	1	1	0	0	0	4	1
14	9	Male	White	1	HS	Public	Suburban	72.846595	78.694515	81.444584	3.038925	0.896204	0.589795	1	1	0	0	0	4	2
17	12	Male	Hispanic	1	HS	Public	Rural	75.841988	71.994888	75.395686	2.550407	0.901442	1.387461	1	1	0	0	0	2	1
14	9	Female	White	4	Bachelors+	Public	Town	82.468875	90.071106	79.85402	3.183484	0.907034	0.92496	1	0	1	1	1	3	3
14	9	Male	Hispanic	3	HS	Public	City	85.015375	79.910645	75.132026	3.127766	0.909725	1.450581	1	0	0	0	0	5	1
18	12	Female	Asian	2	<HS	Public	Suburban	48.280523	48.480754	52.624952	2.158665	0.783177	0.353042	0	1	0	0	0	3	2
15	10	Female	White	3	HS	Private	Suburban	59.35916	52.562686	55.394767	1.908942	0.804553	0.911156	1	1	0	0	0	2	3
18	12	Female	White	3	HS	Private	City	76.866242	76.288458	82.109291	2.740133	0.917666	0.584721	1	0	0	0	1	3	4
18	12	Male	Asian	1	HS	Public	City	58.170572	66.532063	52.70532	2.37863	0.831034	0.905259	1	1	0	0	0	4	3
16	11	Female	Hispanic	4	HS	Private	City	74.506706	74.485356	72.689	3.003069	0.924679	0.999711	1	1	0	1	0	3	2
15	10	Female	Black	3	Bachelors+	Private	City	96.071785	83.209344	89.477232	3.422544	0.949365	1.156864	1	0	0	1	0	2	1
17	12	Female	Black	4	<HS	Public	Suburban	78.902944	84.327623	68.689377	2.91993	0.908978	1.045352	1	1	0	1	0	4	2
15	10	Female	Hispanic	1	<HS	Public	Suburban	68.990897	64.081451	67.695865	2.444456	0.864308	0.92929	1	0	0	1	0	1	3
14	9	Female	White	4	HS	Public	Suburban	95.549696	88.241723	88.064297	3.839887	1	1.236231	1	0	0	0	0	3	3
16	11	Male	Hispanic	1	<HS	Public	City	71.649656	78.071353	72.838987	3.006518	0.897388	0.842698	1	0	0	0	0	5	2
16	11	Female	White	1	<HS	Public	Suburban	77.506756	82.003975	76.070576	3.269277	0.889671	0.997891	1	1	0	0	0	3	2
15	10	Female	Black	2	HS	Public	Suburban	78.418108	77.761124	73.034681	3.032595	0.943325	0.978306	1	1	0	0	0	4	3
15	10	Male	White	2	SomeCollege	Public	Suburban	83.932427	78.092596	77.49619	3.125371	0.929293	1.072841	0	1	0	1	0	3	2
14	9	Male	Black	1	HS	Public	Town	82.828021	76.552136	79.707825	3.872816	0.936039	1.068309	0	1	1	1	1	3	2
14	9	Male	White	3	SomeCollege	Public	Rural	72.943665	75.570238	82.626512	3.56256	0.927091	0.902241	1	0	0	0	0	3	1
16	11	Male	Black	1	HS	Public	Rural	79.74588	74.935239	81.742601	2.922079	0.893427	1.12869	1	1	0	1	0	2	1
14	9	Male	White	4	Bachelors+	Public	City	35.016781	46.677854	48.661125	1.870668	0.761555	0.844639	1	0	0	1	0	3	2
15	10	Female	Hispanic	4	SomeCollege	Public	Suburban	76.254384	73.302648	68.229497	2.736289	0.900378	1.152756	1	0	0	1	0	3	4
17	12	Male	White	1	<HS	Public	Suburban	61.369245	63.958065	49.408799	2.267332	0.829987	0.473247	0	1	1	0	0	1	1
18	12	Male	White	1	HS	Public	Rural	85.221987	90.455844	86.648729	3.459884	0.960593	1.300719	1	1	0	1	1	4	1
17	12	Female	White	3	HS	Public	Suburban	63.968162	72.312007	66.853114	2.932216	0.854832	1.069646	0	0	0	0	0	3	2
18	12	Female	Hispanic	1	HS	Public	City	67.514797	55.527056	53.143868	2.317834	0.826705	0.941394	1	1	0	0	0	2	2
16	11	Female	Hispanic	2	<HS	Public	Rural	80.233221	83.252766	97.625564	3.242059	0.950948	1.076524	0	0	0	0	0	4	2
18	12	Male	Black	2	HS	Public	Suburban	85.829332	86.386228	75.28744	2.990894	0.926752	1.621378	1	0	1	0	0	2	2
15	10	Male	Black	1	SomeCollege	Public	Suburban	63.571469	73.163471	73.139603	3.007215	0.875277	1.049372	1	1	0	1	0	3	2
18	12	Male	White	1	<HS	Public	City	81.310775	83.581854	79.732791	3.727909	0.948739	1.202487	1	1	0	0	0	5	1
14	9	Female	White	3	SomeCollege	Public	Suburban	86.533058	89.080704	84.238192	3.223189	0.957876	1.219694	0	0	0	1	1	2	2
15	10	Female	Black	2	<HS	Public	Rural	71.326049	80.32174	67.717841	3.087251	0.882858	1.574435	1	1	0	0	0	4	1
15	10	Male	Two-or-more	1	HS	Public	City	100	95.858627	94.240561	3.959277	1	1.950308	1	0	0	0	0	3	2
18	12	Female	Hispanic	1	<HS	Public	Suburban	64.452697	67.47188	77.041137	2.660225	0.894206	1.316699	1	0	0	1	0	1	3
14	9	Female	White	2	<HS	Public	City	76.128945	63.012466	77.694612	3.020675	0.877455	0.883743	1	0	0	1	0	3	1
17	12	Female	Hispanic	1	SomeCollege	Public	Town	70.448456	71.349203	83.262606	2.770321	0.916567	0.927993	0	1	0	1	0	4	4
18	12	Male	White	2	<HS	Public	Suburban	75.307369	86.642375	76.977968	3.305906	0.906902	1.103186	1	1	0	0	0	3	3
17	12	Female	Black	3	SomeCollege	Public	Suburban	73.119164	79.892093	70.744996	2.904718	0.869729	0.93114	1	1	0	1	0	3	3
14	9	Female	Other	1	HS	Public	Town	83.27195	82.998664	88.203078	3.410764	0.974685	1.435702	0	1	0	0	0	3	3
14	9	Male	Hispanic	4	Bachelors+	Public	Suburban	74.27489	83.403345	72.804546	3.070534	0.898619	1.482925	1	0	0	1	0	2	1
15	10	Female	Hispanic	1	HS	Public	Suburban	54.069217	62.680212	57.72486	1.951001	0.833667	1.074565	0	1	0	0	0	2	3
17	12	Male	Black	3	Bachelors+	Public	Suburban	88.366033	82.948435	86.08332	3.597076	0.976345	0.858738	1	1	0	1	0	4	2
16	11	Male	Hispanic	1	SomeCollege	Public	City	59.378389	59.78956	61.31177	2.26648	0.839646	0.940461	1	1	0	0	0	5	4
18	12	Female	White	1	HS	Public	Rural	79.338329	79.147369	80.490462	2.524188	0.907571	0.665913	1	0	0	1	0	4	1
18	12	Female	Asian	3	SomeCollege	Private	City	78.808119	70.23352	70.97218	2.869099	0.854388	0.864585	1	0	0	1	0	4	3
17	12	Male	White	4	Bachelors+	Public	Suburban	92.356649	90.648442	91.517921	3.744845	0.993155	1.632212	1	0	0	1	0	2	1
15	10	Female	White	1	<HS	Public	Suburban	90.198699	76.961571	82.195986	2.935016	0.983772	1.583533	0	0	0	0	1	3	2
15	10	Female	Black	2	HS	Public	Suburban	71.86922	69.467408	76.939095	2.849101	0.890612	1.362131	1	0	0	1	0	4	2
14	9	Female	Hispanic	2	HS	Public	Suburban	63.231685	65.96939	54.545232	2.245518	0.854592	1.225356	1	1	0	0	0	3	3
16	11	Female	Hispanic	3	SomeCollege	Public	City	60.446746	78.596333	72.154118	2.874297	0.863806	0.883258	1	1	0	0	0	3	3
17	12	Female	Black	2	HS	Public	Suburban	75.706655	81.184579	74.709249	3.039758	0.941325	1.127062	1	0	0	1	0	4	1
17	12	Female	Asian	1	<HS	Public	City	88.474908	79.228675	74.235764	3.373442	0.919806	1.304649	1	0	0	0	1	3	1
16	11	Male	White	2	<HS	Public	City	71.667667	78.103777	77.23375	3.558988	0.887963	0.433242	1	1	0	0	1	3	4
17	12	Male	White	2	HS	Public	City	57.891491	70.669232	75.43059	2.503463	0.868537	1.12588	1	0	0	0	0	3	4
16	11	Male	White	1	HS	Public	City	64.170228	63.54798	63.692674	2.890527	0.855212	0.534749	1	0	0	0	0	4	4
17	12	Female	White	3	Bachelors+	Public	City	72.248867	75.819188	74.167459	2.781546	0.911417	1.032085	1	1	0	1	0	4	2
18	12	Female	White	1	HS	Public	Rural	85.774924	85.329605	67.546041	3.243213	0.918084	0.816325	0	0	0	1	1	2	2
14	9	Female	White	4	HS	Public	City	70.540282	62.554674	70.250927	2.536198	0.837561	0.665197	1	0	0	1	0	4	3
17	12	Female	White	2	<HS	Public	City	70.732402	73.097387	79.197499	3.0652	0.925583	0.684298	1	1	0	1	0	1	1
17	12	Male	Black	2	Bachelors+	Public	City	73.868475	79.695534	74.694723	2.569879	0.89708	1.500214	1	0	0	1	0	4	3
18	12	Male	Two-or-more	4	SomeCollege	Private	City	89.61864	97.58644	99.737321	3.87145	1	1.691042	1	1	0	0	0	4	2
14	9	Male	White	4	Bachelors+	Public	Suburban	86.396451	82.029709	65.658009	3.47755	0.944937	1.032821	1	0	1	1	0	3	2
15	10	Male	Hispanic	2	SomeCollege	Public	Town	79.285962	85.918572	74.84922	3.108531	0.964871	0.69846	1	0	1	1	0	3	1
18	12	Male	Asian	3	HS	Public	Suburban	75.819014	56.975743	68.939337	2.670597	0.892547	0.332665	1	1	0	1	1	1	4
14	9	Female	Black	3	HS	Public	Suburban	80.548633	67.85413	77.633544	2.870409	0.927802	0.94582	1	0	0	1	1	3	2
16	11	Male	White	2	Bachelors+	Public	City	68.359003	86.478739	81.113231	3.00017	0.943929	0.975018	1	0	1	1	0	3	2
15	10	Male	Black	4	Bachelors+	Public	Rural	71.490828	70.444598	74.133767	2.633532	0.906994	0.803085	1	1	0	1	0	3	2
17	12	Male	White	3	Bachelors+	Public	Rural	59.953893	63.227119	64.727334	2.810471	0.816476	0.980644	1	1	1	0	0	4	1
16	11	Female	Asian	2	SomeCollege	Public	Suburban	85.177322	86.352974	89.116744	3.583967	0.94224	2.134283	0	0	0	1	0	3	2
14	9	Female	Black	2	SomeCollege	Public	Suburban	55.447475	57.304963	68.358524	1.612016	0.824026	0.405406	0	1	0	0	0	2	2
18	12	Male	Hispanic	1	<HS	Public	City	71.90007	69.391204	76.714136	2.300487	0.870136	0.997956	1	0	0	0	1	2	2
17	12	Female	White	3	Bachelors+	Public	Suburban	100	92.863333	87.470301	3.509294	0.990797	1.298036	1	0	0	1	1	3	2
14	9	Female	Hispanic	1	<HS	Public	Suburban	79.912704	67.979079	81.579655	3.117086	0.931067	1.004681	1	1	1	0	0	3	3
17	12	Male	Hispanic	3	<HS	Private	City	71.28087	84.579669	84.723171	3.069846	0.932562	0.593673	1	0	0	0	0	3	1
14	9	Male	Hispanic	2	HS	Public	Suburban	67.58957	59.242802	66.47189	2.748974	0.857018	1.126912	1	1	1	0	0	2	2
18	12	Female	White	3	Bachelors+	Public	Suburban	60.399737	71.264617	69.493889	2.312434	0.858336	1.335756	1	1	0	1	0	3	3
18	12	Female	White	4	Bachelors+	Public	Suburban	74.321513	72.205527	80.381531	3.232114	0.902412	1.755609	1	0	1	0	0	2	3
18	12	Female	Black	3	Bachelors+	Public	Rural	80.516161	74.743133	80.57869	2.881272	0.957582	1.261227	1	1	0	1	0	3	2
17	12	Female	Hispanic	4	SomeCollege	Public	Rural	80.678323	89.915028	87.595483	3.454111	0.957372	1.522049	1	1	1	0	1	2	1
16	11	Male	White	3	SomeCollege	Public	Suburban	92.233772	91.853062	92.18025	3.924892	0.989603	0.465074	1	1	0	0	0	2	2
17	12	Female	White	4	Bachelors+	Private	Suburban	79.272385	85.509893	83.610337	3.261773	0.956054	0.673928	1	1	0	1	1	1	1
15	10	Female	White	1	<HS	Public	Rural	74.585355	67.250249	75.436547	3.045287	0.863021	0.955128	1	1	0	0	0	2	2
17	12	Female	Two-or-more	4	SomeCollege	Private	Suburban	81.115603	78.528047	85.714288	3.838012	0.93482	1.412911	1	1	0	1	0	3	4
15	10	Male	Black	1	HS	Public	Rural	78.257082	75.999974	74.827711	3.391049	0.905353	0.768133	1	0	0	1	0	3	1
14	9	Female	White	4	HS	Private	City	73.381389	58.877644	66.172576	2.726512	0.850267	0.484244	1	1	1	1	0	5	3
16	11	Female	Hispanic	1	HS	Public	City	80.316886	84.14972	84.616998	3.623129	0.965336	0.649181	1	1	0	1	0	2	2
18	12	Female	White	4	Bachelors+	Public	Rural	92.114224	90.254823	96.037987	3.48739	0.997631	0.878833	1	1	1	0	0	4	3
14	9	Female	Asian	2	SomeCollege	Public	City	59.84262	57.415749	65.293579	2.464369	0.806034	1.310462	1	0	0	0	0	2	2
16	11	Male	White	2	HS	Public	Suburban	70.412352	54.879345	67.448632	2.496041	0.8447	0.878138	1	0	0	1	0	4	2
18	12	Male	Hispanic	2	HS	Public	Suburban	76.63807	75.71224	77.388468	3.139842	0.929107	2.023551	1	0	0	0	0	5	3
17	12	Female	Hispanic	3	SomeCollege	Private	Town	85.232922	96.835272	93.106341	3.631841	0.982135	1.187414	1	1	0	1	0	2	3
17	12	Male	Hispanic	4	Bachelors+	Private	Rural	82.989417	92.280901	75.082485	3.522886	0.944431	1.348525	1	1	0	0	0	2	1
16	11	Male	White	2	HS	Public	City	82.059782	92.445533	82.305717	3.457091	0.952934	0.771984	1	1	0	0	0	4	2
18	12	Male	White	3	HS	Public	City	87.464948	74.86729	67.104394	3.298993	0.898421	0.808552	1	1	0	1	0	4	3
18	12	Male	Hispanic	1	HS	Public	City	72.108552	75.627091	83.193941	3.516224	0.909661	0.943272	1	1	0	0	0	3	2
15	10	Male	Hispanic	2	HS	Public	Rural	73.120935	71.545522	74.462606	2.325005	0.904643	1.258911	1	1	0	0	0	1	3
15	10	Female	Hispanic	1	<HS	Public	Rural	74.975597	68.784677	79.895843	2.79703	0.868839	0.752902	0	0	0	1	0	4	3
16	11	Female	White	4	SomeCollege	Public	City	82.268742	66.838455	74.00388	2.949878	0.873091	1.528347	1	1	0	1	0	3	2
18	12	Female	White	4	SomeCollege	Public	Rural	65.229323	80.22843	67.552411	3.09608	0.836766	1.213776	1	1	1	0	0	4	3

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