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	Female	White	4	Bachelors+	Private	Rural	73.863462	88.692197	76.571707	3.305619	0.917599	1.396118	1	1	0	1	0	3	3
15	10	Female	Black	3	HS	Public	City	76.286209	79.758052	89.926142	3.639127	0.918729	1.409542	1	1	1	1	0	3	3
14	9	Female	Asian	2	<HS	Public	City	84.196096	76.736134	73.140905	3.28687	0.921379	1.038335	1	0	0	0	0	3	2
14	9	Female	Hispanic	1	HS	Public	Suburban	79.639887	82.502085	87.338064	3.039483	0.944886	0.864529	1	0	0	1	0	3	2
16	11	Female	Hispanic	3	HS	Public	Rural	91.263649	86.530082	94.226992	3.355275	0.989015	0.898183	1	0	0	0	0	2	1
18	12	Female	Hispanic	4	Bachelors+	Public	Suburban	62.403527	65.561093	66.847078	2.890793	0.881806	0.549516	1	0	1	1	0	1	3
15	10	Male	Hispanic	2	HS	Public	Suburban	76.406053	74.591144	64.283219	3.233661	0.873099	1.134379	1	0	0	0	0	3	2
15	10	Female	Black	2	HS	Public	Rural	80.909335	82.208762	77.756794	2.908034	0.899959	1.221579	1	1	0	1	0	5	2
16	11	Female	White	2	HS	Public	Town	93.141532	97.496819	88.266684	3.289707	0.993903	1.030917	1	1	0	1	0	4	3
15	10	Female	Black	1	<HS	Public	Town	78.622073	74.259095	75.697716	2.982066	0.896773	0.53298	0	0	0	0	0	4	1
17	12	Female	Hispanic	1	HS	Public	Suburban	67.97458	60.526481	65.859852	2.522589	0.844735	0.975033	1	1	0	1	0	2	2
15	10	Male	White	1	<HS	Public	City	86.963538	92.363183	85.85375	3.343338	0.958914	1.070494	1	0	0	0	0	1	1
17	12	Male	White	3	<HS	Public	Town	70.72683	69.072816	72.900662	2.784235	0.890488	1.147129	1	1	1	0	0	3	2
14	9	Female	White	1	HS	Public	City	60.573535	77.763917	80.056531	2.729995	0.88928	0.995743	1	0	0	0	0	2	1
18	12	Female	Hispanic	2	HS	Public	Suburban	83.936929	80.808329	77.266321	3.138131	0.903264	1.307017	1	1	0	0	0	3	2
18	12	Female	Hispanic	4	<HS	Private	Rural	75.002348	76.852293	76.72548	3.204437	0.932426	1.368475	1	1	0	0	0	2	1
14	9	Male	White	4	Bachelors+	Private	City	70.293485	76.701104	82.995395	2.707367	0.900294	1.123407	1	1	0	0	0	2	2
15	10	Female	White	2	HS	Public	Rural	80.822586	69.928908	76.963229	3.210372	0.917183	0.989133	0	0	0	0	0	3	2
14	9	Male	Two-or-more	3	SomeCollege	Private	Town	41.166863	56.907502	49.078023	2.21336	0.751259	0.034215	1	1	0	0	0	4	2
17	12	Female	Asian	2	HS	Public	Suburban	76.730184	81.468051	78.247434	3.379192	0.905758	1.236237	1	0	0	1	1	3	2
15	10	Male	Asian	4	Bachelors+	Public	City	72.134497	74.033071	63.920442	2.361471	0.850516	1.329157	1	0	0	1	0	2	3
18	12	Male	Hispanic	4	SomeCollege	Public	Suburban	80.837556	86.841283	80.868222	3.528123	0.933364	1.062476	1	1	0	1	0	4	2
15	10	Female	White	1	Bachelors+	Public	Town	65.674309	59.409781	54.084464	1.842151	0.857244	0.777326	0	0	0	1	0	3	3
14	9	Female	White	3	Bachelors+	Private	Suburban	72.12512	80.324921	82.805224	2.466386	0.959542	1.009257	1	0	1	1	0	3	1
17	12	Female	Hispanic	2	Bachelors+	Public	Rural	65.262449	61.034471	63.768019	2.687962	0.849333	0.839273	1	0	0	1	0	3	2
15	10	Male	White	1	<HS	Public	Suburban	81.200153	65.50875	72.396651	2.89632	0.8876	0.595442	1	1	0	0	1	3	2
16	11	Male	Black	3	SomeCollege	Public	Suburban	62.376221	72.58106	64.772613	2.531495	0.850578	0.686968	1	0	0	1	0	3	1
14	9	Male	White	1	Bachelors+	Private	Rural	67.042179	75.901612	68.448106	2.828593	0.867669	1.047607	1	0	0	0	0	3	1
16	11	Female	White	2	HS	Private	Rural	91.506366	91.305237	100	3.398658	1	0.983971	0	1	1	0	0	3	1
14	9	Male	White	3	SomeCollege	Public	City	50.630143	61.289437	59.133675	2.137166	0.770154	0.508436	1	0	0	1	0	3	3
14	9	Female	Black	4	Bachelors+	Public	Suburban	74.085322	73.260092	66.065922	2.642072	0.866454	1.109054	1	0	1	1	0	2	1
16	11	Female	Asian	3	HS	Public	City	85.895142	91.736305	87.067453	3.381067	0.98228	1.024271	1	0	0	1	0	3	1
16	11	Female	White	2	<HS	Public	Town	81.607337	78.876449	73.805057	3.242746	0.896031	1.304474	1	1	0	0	0	2	3
17	12	Female	Black	1	<HS	Public	City	63.380763	66.594099	81.968533	2.838412	0.865204	0.66642	1	0	0	0	1	4	1
16	11	Female	Hispanic	1	<HS	Public	Rural	62.855867	63.948822	65.919887	2.609854	0.85687	1.294538	1	1	0	0	0	1	3
14	9	Female	White	3	<HS	Public	Suburban	73.387846	70.342645	63.95421	3.193172	0.861285	0.932601	1	0	0	1	1	3	2
17	12	Female	White	3	HS	Private	City	75.749312	83.128075	81.843792	3.274598	0.911435	1.047306	1	1	0	1	0	5	1
15	10	Female	White	3	SomeCollege	Public	Suburban	72.440128	65.315286	63.741452	2.763425	0.855044	0.791298	1	0	0	0	0	3	3
16	11	Female	Hispanic	3	SomeCollege	Public	City	94.089505	94.084258	90.665523	4	1	0.946366	1	1	1	0	0	3	1
14	9	Male	White	2	<HS	Public	Rural	74.258106	81.942149	74.220674	2.622941	0.923425	1.122694	1	1	0	1	0	3	3
16	11	Female	White	3	HS	Public	Suburban	71.424145	75.719048	72.223599	3.165831	0.894365	0.691718	1	1	1	0	1	2	2
16	11	Male	Hispanic	3	HS	Public	Town	81.32905	80.823069	83.025499	3.020012	0.966842	0.681753	1	1	0	0	0	2	2
14	9	Female	Hispanic	2	<HS	Public	Rural	67.224285	83.217178	77.8824	3.682099	0.891593	0.850922	1	1	0	0	0	2	1
17	12	Female	White	1	SomeCollege	Public	Suburban	74.185514	73.748545	77.531836	3.010031	0.885076	0.888585	1	0	1	1	1	4	3
17	12	Male	White	3	HS	Public	Town	92.047116	87.910702	87.885852	3.514179	0.941279	1.204167	1	1	0	0	0	4	2
16	11	Female	Hispanic	2	<HS	Public	City	78.387834	81.629367	77.185735	3.078524	0.94921	1.343359	1	1	1	0	0	2	1
14	9	Male	Hispanic	2	<HS	Public	City	69.315674	77.833218	76.865765	2.904493	0.958031	0.819821	1	1	0	1	0	1	2
14	9	Female	White	2	Bachelors+	Public	Rural	75.456502	81.661188	78.99161	2.78793	0.888284	1.26512	1	0	0	1	0	4	2
15	10	Male	White	2	Bachelors+	Public	City	81.303941	85.919435	85.011799	2.411909	0.958554	1.261607	1	1	0	0	1	2	2
14	9	Male	Asian	3	SomeCollege	Public	City	87.674271	83.874797	88.794175	4	0.977191	1.405638	1	0	0	0	0	2	1
18	12	Male	Hispanic	4	Bachelors+	Public	Rural	78.765469	81.0889	70.869181	3.110109	0.905627	1.018816	1	1	0	1	0	4	2
16	11	Male	Hispanic	3	HS	Public	Suburban	91.799713	90.315813	96.067189	3.478343	0.995867	0.712881	1	1	0	0	0	3	2
17	12	Male	Hispanic	3	Bachelors+	Public	Suburban	75.09017	73.195454	67.403125	2.994677	0.879381	1.036725	1	1	0	1	0	2	1
17	12	Male	Asian	3	SomeCollege	Public	City	76.998219	76.03328	78.421217	3.102761	0.917195	0.990159	1	0	0	0	0	4	1
18	12	Female	Hispanic	1	HS	Public	Rural	89.707939	85.571315	79.271781	3.216464	0.935659	1.386767	1	0	0	1	0	3	1
15	10	Female	Black	3	<HS	Public	Rural	67.686559	55.66527	60.881249	2.247317	0.858326	0.705695	1	1	0	0	0	3	3
14	9	Male	White	3	Bachelors+	Private	Town	75.399431	70.936724	83.01999	2.83383	0.931876	1.101113	1	0	0	1	1	1	2
14	9	Female	White	4	SomeCollege	Public	Suburban	69.800523	73.892375	83.365123	3.34707	0.899942	0.902639	1	1	0	1	0	2	3
16	11	Male	White	1	SomeCollege	Public	City	81.054017	76.241444	85.351104	3.894797	0.949574	1.153438	1	0	1	1	1	4	2
17	12	Male	Black	1	HS	Public	City	71.459044	69.576207	79.345889	2.669379	0.89633	0.491658	1	1	0	1	0	3	1
16	11	Male	Black	1	HS	Public	City	82.363489	86.74186	77.797515	3.401187	0.941185	1.38681	1	0	1	0	0	3	3
14	9	Male	Hispanic	4	Bachelors+	Public	Rural	71.801517	81.80237	75.946242	3.509678	0.934354	1.348811	1	0	0	0	0	4	3
14	9	Female	White	2	SomeCollege	Public	Suburban	89.029738	75.308482	80.184633	2.813955	0.956285	0.763732	1	0	0	1	0	4	3
18	12	Male	White	4	Bachelors+	Public	City	83.071258	84.402956	78.771365	3.302908	0.932507	0.54456	1	1	0	1	0	4	3
17	12	Female	White	4	SomeCollege	Public	City	59.00619	63.670202	69.260015	2.422117	0.877458	0.651325	1	1	0	0	0	4	2
15	10	Female	Hispanic	4	HS	Public	City	83.286877	69.660929	78.963725	2.941301	0.92868	1.124585	1	0	0	0	1	3	2
18	12	Male	White	2	HS	Public	City	88.209534	83.850845	83.947846	3.961947	0.985976	1.052202	1	0	0	0	0	3	3
14	9	Male	White	1	<HS	Public	City	66.810299	58.34157	67.591184	2.597548	0.844622	0.968728	1	1	1	1	0	3	2
14	9	Female	Hispanic	2	HS	Private	Rural	77.096705	74.126672	93.409971	3.424231	0.947533	1.25751	1	0	0	0	0	2	1
17	12	Female	Hispanic	2	SomeCollege	Public	Town	62.217064	65.154696	65.119982	2.366794	0.820616	0.266909	1	0	0	0	0	4	3
18	12	Male	Black	2	SomeCollege	Public	City	85.77846	85.811394	83.537385	3.117602	0.961331	1.030415	1	0	0	0	1	3	3
14	9	Female	White	4	Bachelors+	Private	Town	70.825236	68.940006	70.886994	3.034774	0.857959	1.228126	1	0	0	1	0	4	2
16	11	Male	White	2	SomeCollege	Public	City	79.530832	79.619649	84.745489	3.381481	0.922898	1.660018	1	1	0	0	0	5	1
14	9	Male	Black	3	HS	Public	City	86.461777	80.262261	82.029151	3.273086	0.922211	1.086689	1	1	0	1	0	2	1
14	9	Female	White	1	HS	Public	City	92.555101	72.838033	85.982965	3.482958	0.947069	1.115653	1	1	0	0	0	4	3
14	9	Male	Hispanic	3	SomeCollege	Public	Suburban	78.374195	75.040913	83.591984	3.518086	0.946487	1.194093	1	1	0	0	0	3	2
16	11	Male	Hispanic	3	Bachelors+	Public	City	76.293203	75.966636	75.88237	2.998526	0.903664	1.055458	1	1	1	1	0	3	2
17	12	Female	Hispanic	3	SomeCollege	Public	Suburban	67.720492	70.599171	79.950454	3.469298	0.920339	0.848991	1	0	0	0	0	1	2
15	10	Female	Black	4	Bachelors+	Public	City	68.314055	71.876178	66.59475	2.361054	0.862805	0.83509	1	1	0	1	0	3	2
17	12	Female	White	2	<HS	Private	Town	77.635862	81.928552	79.289578	3.176283	0.907872	0.367229	0	1	1	0	0	5	2
16	11	Male	Two-or-more	2	HS	Public	Rural	61.554807	66.282368	56.003507	2.375076	0.820632	0.439859	1	1	0	1	0	4	2
18	12	Male	Black	2	SomeCollege	Public	City	55.601718	59.244894	73.064422	2.44297	0.835095	0.715789	1	1	1	1	0	3	1
17	12	Female	White	4	SomeCollege	Private	City	68.773536	64.739165	69.794853	2.815915	0.853114	1.243689	1	0	0	1	0	3	1
18	12	Male	Hispanic	4	SomeCollege	Public	Rural	75.793233	74.76952	89.054171	3.205157	0.886151	1.397616	1	0	0	0	0	2	2
18	12	Female	Asian	2	SomeCollege	Public	Suburban	51.695214	63.296858	63.207763	2.419803	0.835973	0.544183	1	1	0	0	0	2	2
15	10	Male	White	4	SomeCollege	Public	Town	78.158022	78.180232	78.267088	2.49775	0.933312	1.520224	1	0	0	0	0	3	2
16	11	Male	White	2	SomeCollege	Public	Suburban	72.445459	63.910426	73.338499	2.682535	0.880536	0.675628	0	1	0	1	0	3	3
14	9	Male	Black	1	<HS	Public	Town	67.24334	72.514569	69.762152	2.82346	0.886312	1.072552	1	1	0	0	0	3	2
15	10	Female	White	4	SomeCollege	Public	Suburban	70.247826	81.392748	82.236618	3.133048	0.906294	1.565002	1	1	1	0	0	1	2
18	12	Male	Black	2	HS	Public	Suburban	65.430008	77.213173	57.47478	2.829014	0.867505	0.908007	0	0	0	1	1	3	1
17	12	Female	White	4	Bachelors+	Private	Rural	56.016067	56.565142	61.811458	2.634905	0.797926	0.238299	1	1	0	1	1	4	2
16	11	Female	Black	4	Bachelors+	Public	Rural	62.193422	68.132229	72.31265	3.038037	0.857265	0.752833	1	0	0	1	0	4	1
15	10	Female	White	4	Bachelors+	Public	Suburban	72.384243	61.829429	64.205052	1.838181	0.855548	0.775676	1	1	0	1	1	3	2
14	9	Female	Hispanic	3	HS	Private	Suburban	62.906723	71.130918	59.055309	2.543585	0.833361	1.779373	1	0	0	0	0	2	2
18	12	Male	Black	4	Bachelors+	Public	Suburban	74.525219	72.607721	75.721362	2.810521	0.906119	1.165039	1	0	1	1	0	3	2
18	12	Male	Hispanic	1	<HS	Private	City	96.514181	100	100	4	0.982487	1.792994	1	0	0	0	0	5	3
17	12	Male	White	3	SomeCollege	Public	City	47.327189	63.920031	62.732827	2.346763	0.797026	0.494519	1	1	0	1	0	3	2
16	11	Male	Black	4	HS	Public	Suburban	59.740161	65.048768	65.135916	2.49383	0.848266	0.667912	1	1	0	0	0	3	1
15	10	Male	Hispanic	3	HS	Public	Suburban	82.647028	76.305888	83.532179	3.006351	0.919544	1.678111	1	1	0	0	0	3	2
17	12	Female	White	2	SomeCollege	Public	Suburban	81.469435	81.584628	81.726046	3.253532	0.92523	0.710695	1	0	0	1	0	4	2

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