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
16	11	Female	White	2	HS	Public	Suburban	88.979447	88.045411	92.571382	3.691312	0.983362	1.57432	1	1	0	0	1	2	1
17	12	Female	Hispanic	1	<HS	Public	City	80.737342	83.143361	81.169193	3.249161	0.922095	1.343852	0	1	1	0	0	1	2
18	12	Male	Black	3	Bachelors+	Public	Town	80.628049	78.714391	86.069581	3.45546	0.964986	0.916864	1	0	0	0	1	3	2
15	10	Male	White	2	<HS	Private	Rural	74.211831	88.009361	69.62234	3.021038	0.914525	0.806451	1	0	0	0	1	3	1
18	12	Female	White	1	Bachelors+	Public	Suburban	80.242877	83.824406	77.17073	3.203218	0.93196	1.442781	0	0	0	1	1	3	2
15	10	Male	White	2	Bachelors+	Public	Suburban	71.174115	73.479965	68.312362	2.470357	0.890113	0.676304	1	1	0	1	0	2	1
14	9	Male	Hispanic	3	SomeCollege	Private	Suburban	80.56646	75.143034	79.969621	2.968793	0.941144	1.136866	1	1	0	1	0	4	1
14	9	Female	Hispanic	4	Bachelors+	Public	Rural	78.074825	85.08499	83.733179	3.76789	0.955974	1.299749	1	0	0	1	0	3	2
16	11	Female	Black	1	<HS	Private	Suburban	82.354653	87.670995	77.114706	3.722671	0.953802	1.570347	0	0	1	0	0	3	2
15	10	Female	White	4	HS	Public	Suburban	76.046276	72.185298	83.434916	3.360503	0.91457	0.731931	1	0	1	0	0	3	2
16	11	Male	White	3	SomeCollege	Public	Town	54.502532	52.611264	59.164289	2.40305	0.824238	0.466863	1	1	1	0	0	4	1
16	11	Male	Black	4	Bachelors+	Public	City	62.513348	53.792158	56.424355	2.87649	0.797057	0.622019	1	0	0	0	0	4	2
17	12	Male	Black	1	HS	Public	Suburban	73.234655	78.748244	70.860765	2.879394	0.900722	0.795125	0	1	0	1	0	3	3
18	12	Male	White	3	Bachelors+	Public	City	74.704543	84.988492	76.798626	3.307367	0.890533	0.725575	1	0	0	1	0	2	2
16	11	Female	Black	3	HS	Public	Rural	93.174647	95.067376	91.899258	3.343199	0.974802	1.244648	1	1	1	0	0	4	3
18	12	Male	White	4	SomeCollege	Public	Rural	56.27552	48.819771	54.361797	1.669454	0.766279	0.772087	1	1	0	0	0	2	2
17	12	Female	White	1	<HS	Public	Suburban	78.977636	72.256878	77.735019	3.337184	0.928141	0.86074	1	1	0	0	0	3	2
18	12	Female	Hispanic	1	<HS	Public	Suburban	68.384349	66.391988	82.353271	2.673772	0.867605	1.558387	1	0	0	0	0	5	3
16	11	Female	White	2	SomeCollege	Public	Rural	49.992831	60.81309	52.347934	2.790169	0.791218	0.948888	1	0	1	1	0	2	2
16	11	Female	White	2	HS	Public	Suburban	87.17909	82.899249	92.035667	3.051225	0.970978	0.860163	1	1	0	0	0	2	4
17	12	Male	Black	4	Bachelors+	Private	City	71.351659	68.165339	67.90947	2.169709	0.87308	1.360029	1	1	1	0	0	5	2
17	12	Female	Hispanic	1	HS	Public	City	79.235736	80.757149	91.642684	3.298963	0.951624	0.924763	1	1	0	1	0	2	2
18	12	Female	Black	1	<HS	Public	Suburban	77.729266	75.949085	73.362857	2.612902	0.8922	1.540355	0	0	1	1	0	4	2
15	10	Female	Hispanic	2	<HS	Public	Rural	84.357453	83.349497	75.368612	3.376414	0.916155	1.463298	1	1	0	0	0	3	1
17	12	Male	White	1	HS	Public	Suburban	76.536724	72.866318	71.21093	3.075084	0.900419	0.891791	1	0	0	0	0	3	3
18	12	Male	White	3	SomeCollege	Public	Rural	72.081794	86.825111	81.912556	3.643902	0.932002	1.127252	1	0	0	0	0	4	2
14	9	Male	White	1	HS	Public	Suburban	83.442743	84.162208	84.226612	3.747118	0.942493	0.954383	1	0	0	0	0	4	1
16	11	Male	Hispanic	3	SomeCollege	Public	Suburban	81.769001	79.324182	78.458382	3.460885	0.905058	1.342077	1	0	0	1	0	2	3
17	12	Female	White	1	HS	Public	Rural	76.380813	79.353782	69.359453	3.11488	0.891406	0.656973	1	0	0	0	0	3	2
14	9	Male	Asian	4	<HS	Public	Town	56.19739	67.021943	64.071428	2.523836	0.845307	1.123163	1	1	0	0	0	3	2
15	10	Male	White	4	HS	Public	Rural	85.179804	84.142642	95.275325	3.535696	0.946133	0.95688	1	0	1	0	0	4	3
17	12	Male	Hispanic	4	Bachelors+	Private	Suburban	87.861179	75.288973	76.826909	3.107386	0.910581	1.136222	1	1	0	1	0	4	1
17	12	Female	White	1	Bachelors+	Public	Rural	76.685895	87.460915	80.175485	3.240171	0.94126	1.133708	1	1	0	0	1	2	1
18	12	Female	White	3	SomeCollege	Public	City	94.923428	80.184977	90.317272	3.646287	0.950032	1.631833	1	1	0	1	1	3	3
18	12	Male	Hispanic	4	HS	Private	Suburban	79.270241	78.556826	73.24283	3.407102	0.925481	0.848443	1	1	0	0	1	3	2
15	10	Female	Two-or-more	3	HS	Public	Suburban	76.917056	75.142289	78.654726	2.722196	0.910804	0.390656	1	1	0	1	0	2	2
18	12	Female	Black	4	SomeCollege	Public	Suburban	82.149853	74.792967	64.97321	3.616252	0.899646	1.088941	1	0	0	0	0	3	1
17	12	Female	White	4	SomeCollege	Public	Suburban	68.716084	74.275709	71.660141	2.448473	0.860361	0.639539	1	0	0	1	1	4	1
15	10	Female	White	3	HS	Private	Suburban	67.785678	67.783867	63.489041	2.773724	0.87168	0.949993	1	1	0	0	0	3	1
18	12	Female	Black	3	SomeCollege	Public	City	90.495146	82.55195	68.18837	2.878456	0.908135	0.896323	1	0	0	1	0	1	2
15	10	Female	Black	4	Bachelors+	Public	City	63.577576	63.721357	61.365708	2.691905	0.830099	0.726544	1	0	0	0	1	3	2
17	12	Male	Hispanic	4	Bachelors+	Public	Rural	75.877812	77.524871	77.906261	3.007688	0.927221	1.128019	1	0	0	1	0	2	3
15	10	Male	Two-or-more	3	HS	Private	Rural	83.683208	75.615272	79.214454	3.508623	0.929651	0.710189	1	1	0	1	1	5	2
17	12	Female	Hispanic	2	<HS	Public	City	70.939677	74.129661	82.545157	3.644629	0.920546	1.330087	1	0	0	0	0	4	1
17	12	Male	Black	1	<HS	Public	Suburban	55.555507	72.279914	75.461904	2.604914	0.890589	0.840233	1	1	1	0	0	1	2
18	12	Male	Asian	4	SomeCollege	Private	Suburban	93.328055	86.134495	71.630157	3.816523	0.935483	1.177759	1	0	1	1	1	3	1
18	12	Female	Hispanic	1	HS	Public	City	85.474896	90.738148	87.430645	3.090223	0.960839	1.306315	1	1	1	0	1	3	3
14	9	Female	White	2	HS	Public	City	75.404655	74.226027	76.194744	3.294149	0.928448	1.230081	0	1	1	0	0	2	3
18	12	Female	Hispanic	3	Bachelors+	Public	Rural	96.747903	93.33806	100	3.514765	1	1.129555	1	1	1	1	0	4	1
16	11	Male	Two-or-more	1	SomeCollege	Private	Suburban	76.926257	76.377379	71.37749	2.061521	0.876998	0.761131	0	0	0	0	0	3	2
18	12	Male	Asian	3	SomeCollege	Public	City	62.614895	72.087157	61.247296	2.372899	0.839384	0.909151	1	0	1	0	0	2	1
16	11	Female	White	2	SomeCollege	Public	Suburban	65.442652	61.23264	49.001698	2.036837	0.8333	0.314667	0	1	0	1	0	1	1
17	12	Female	Hispanic	2	<HS	Public	City	67.71102	61.829597	65.148898	2.8007	0.874184	1.439761	0	1	1	0	0	5	1
14	9	Male	White	3	HS	Public	Suburban	73.079832	73.154586	80.485558	2.538147	0.933394	0.951704	1	1	0	0	0	4	2
15	10	Female	White	2	HS	Public	Suburban	77.196919	76.71889	87.613124	3.194454	0.901029	0.750904	1	1	0	0	0	3	2
18	12	Male	Hispanic	1	HS	Public	Suburban	82.643131	93.952342	92.136564	3.913184	0.939727	1.666477	1	0	0	0	1	4	3
17	12	Female	White	2	<HS	Public	City	86.079567	70.513503	74.666459	3.356731	0.913819	0.606486	1	0	0	0	1	2	3
18	12	Female	Hispanic	3	HS	Public	Suburban	78.751313	92.786908	86.332358	4	0.946962	0.973243	1	1	0	0	0	2	1
17	12	Female	White	2	<HS	Public	Suburban	75.718252	68.002585	71.195307	2.755475	0.904834	1.148713	1	1	0	0	0	1	2
17	12	Female	White	1	Bachelors+	Public	Rural	76.751907	62.887711	75.906795	2.780969	0.88714	1.185362	0	1	0	1	0	3	3
15	10	Male	Two-or-more	1	SomeCollege	Public	Town	82.468638	79.312052	85.009107	3.302497	0.958397	1.228657	1	0	0	0	1	4	3
17	12	Female	White	4	Bachelors+	Private	Suburban	66.675851	68.767798	69.685025	2.961661	0.873509	0.623717	1	1	0	1	1	4	3
15	10	Male	White	4	SomeCollege	Public	Suburban	76.828992	76.820662	69.37298	3.047553	0.878168	0.926449	1	1	1	1	0	3	2
14	9	Male	White	2	SomeCollege	Public	Town	74.867408	74.596994	84.201741	3.286786	0.869746	0.689919	1	0	0	0	0	1	2
14	9	Female	White	3	Bachelors+	Public	City	84.003362	89.535339	75.222447	3.306272	0.938456	1.287093	1	1	1	1	0	3	2
16	11	Male	Hispanic	1	HS	Public	Rural	79.350131	80.951001	71.826313	3.412658	0.914629	1.553185	1	1	0	1	0	3	2
15	10	Male	Two-or-more	3	HS	Public	Suburban	56.493001	57.108914	60.472514	2.159322	0.850068	0.703436	1	1	0	0	0	1	2
17	12	Male	White	1	<HS	Private	City	87.335053	78.553627	80.46853	2.886969	0.969074	1.351335	1	0	0	0	0	1	2
17	12	Male	White	1	Bachelors+	Public	Suburban	70.052671	79.381878	72.769732	3.424017	0.853796	1.434029	1	1	0	1	0	3	1
18	12	Male	White	1	HS	Public	Suburban	81.136065	89.116264	78.426156	3.687486	0.919828	1.365865	0	0	0	1	1	2	4
17	12	Female	Hispanic	3	SomeCollege	Private	Suburban	92.675917	93.713455	87.906723	3.996075	0.987567	1.466073	1	0	1	0	1	4	2
18	12	Female	White	1	HS	Public	Suburban	71.677059	72.440934	71.491487	3.611894	0.890163	0.55987	1	1	1	1	0	4	2
17	12	Male	White	4	Bachelors+	Public	Suburban	64.200553	57.144494	59.41136	2.181906	0.819987	0.405433	1	0	0	1	1	1	2
16	11	Female	White	1	<HS	Public	City	82.958813	76.92645	72.678527	3.312483	0.911562	1.170508	1	0	0	0	0	4	3
17	12	Female	White	1	HS	Public	City	56.619128	56.749116	58.50043	2.552765	0.830614	1.199125	0	0	0	0	0	1	4
15	10	Female	Hispanic	3	Bachelors+	Public	Rural	83.75585	87.673447	83.380888	3.35682	0.925338	1.651276	1	1	0	1	0	3	4
16	11	Male	White	1	HS	Public	Rural	76.620383	90.895586	76.31233	3.434827	0.927729	1.092755	1	0	0	0	0	2	4
15	10	Female	White	4	SomeCollege	Public	Town	80.014548	76.126812	64.426598	2.960839	0.915593	1.354557	1	0	1	0	1	4	2
14	9	Male	Asian	1	SomeCollege	Public	City	91.346323	97.884584	93.429102	3.579982	1	1.092015	1	1	0	1	0	2	2
16	11	Male	White	1	<HS	Public	City	75.725638	69.099588	78.041426	2.671044	0.905158	1.322386	1	1	0	0	0	2	2
14	9	Female	White	3	SomeCollege	Public	City	79.785517	86.184327	94.288685	3.350425	0.945736	1.446755	1	1	0	0	0	2	1
15	10	Female	Black	4	Bachelors+	Public	Rural	75.642844	63.84866	75.825359	3.076285	0.876898	0.440266	1	0	0	1	0	1	1
17	12	Female	Hispanic	4	SomeCollege	Private	Town	73.660169	77.974471	66.557559	3.127272	0.867325	0.542562	1	0	0	0	1	2	2
18	12	Female	Hispanic	4	HS	Private	Town	76.901664	89.582185	75.060974	3.277803	0.934334	1.655629	1	1	1	1	0	3	1
18	12	Male	White	1	<HS	Public	City	86.203165	74.937216	80.977615	2.900522	0.940435	1.807982	1	1	0	0	0	4	1
18	12	Male	Hispanic	2	HS	Public	Rural	86.016389	79.180648	80.051206	3.144004	0.897153	1.35809	0	0	0	1	0	4	2
15	10	Female	White	3	HS	Public	Suburban	67.023734	69.943501	64.712633	2.328556	0.852771	0.159484	1	0	0	0	0	3	1
15	10	Female	White	4	HS	Public	City	98.091849	89.345973	98.145865	4	0.997448	1.524708	1	0	1	1	0	2	1
18	12	Female	Hispanic	3	SomeCollege	Public	Suburban	74.429467	77.790462	73.136288	3.406339	0.919947	0.462591	1	0	0	1	1	3	1
18	12	Male	White	1	<HS	Public	Suburban	57.417377	70.311799	70.003252	2.759557	0.858464	0.469744	1	1	1	1	0	2	2
17	12	Female	Black	3	Bachelors+	Public	Suburban	76.961386	76.247303	74.63386	3.218283	0.882718	1.082612	1	0	0	0	0	5	2
15	10	Male	Hispanic	2	HS	Public	Suburban	60.473371	69.393201	55.948998	1.951516	0.832958	0.69271	0	1	0	0	0	2	2
18	12	Female	White	1	HS	Public	Suburban	73.67123	75.353531	76.622926	3.101549	0.880286	0.86803	0	1	1	0	1	4	1
16	11	Female	Two-or-more	1	Bachelors+	Public	Suburban	81.356531	87.760595	82.758887	3.602424	0.956684	0.919626	1	0	0	1	1	2	1
18	12	Female	Hispanic	2	HS	Public	City	78.736441	78.437118	80.352096	3.300141	0.951773	1.482359	1	1	0	0	0	4	1
14	9	Female	Hispanic	1	HS	Public	City	67.662184	74.431335	71.213709	2.81892	0.918599	0.758507	1	0	0	0	0	3	2
16	11	Male	White	1	SomeCollege	Public	Suburban	72.370073	83.988484	75.157807	2.899785	0.847901	1.3269	0	0	0	1	0	3	2
17	12	Female	Black	1	SomeCollege	Public	Rural	61.531498	49.197629	54.800951	2.155272	0.825233	0.486207	1	1	0	0	1	3	1
15	10	Male	Hispanic	3	HS	Public	City	70.51793	81.949037	84.413367	2.810376	0.910922	1.441784	1	0	0	0	0	2	3
16	11	Male	Hispanic	1	HS	Public	City	81.855208	81.949495	81.68756	3.371873	0.906704	1.205956	0	1	0	0	0	4	3

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