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
15	10	Female	White	3	HS	Private	City	67.780175	65.963151	77.826066	2.98003	0.873153	1.06056	0	1	1	0	1	3	4
14	9	Male	White	4	HS	Public	City	70.316818	76.855062	70.289068	3.17752	0.921202	0.900061	1	1	0	0	0	5	1
14	9	Female	Hispanic	3	Bachelors+	Public	Rural	65.99471	81.569531	68.906831	2.92093	0.894235	0.932489	1	1	0	0	0	5	2
14	9	Female	White	2	<HS	Public	Rural	73.260404	68.736746	71.772785	2.71887	0.890539	0.843508	1	1	0	0	0	3	1
16	11	Female	Black	4	SomeCollege	Public	Suburban	78.08434	88.018866	77.940475	3.390882	0.969465	0.926749	1	0	0	0	1	2	2
16	11	Male	Hispanic	2	SomeCollege	Public	Town	78.122885	69.748157	81.471668	2.757632	0.92162	1.043466	1	1	0	1	0	4	2
18	12	Female	White	2	SomeCollege	Public	Rural	93.83354	91.433248	91.051723	3.527559	0.98257	1.45321	1	1	0	0	0	2	1
15	10	Male	Hispanic	2	HS	Private	City	68.490398	63.615263	61.737802	2.498819	0.857999	0.747553	1	0	0	1	0	1	1
14	9	Female	Hispanic	2	Bachelors+	Public	Town	82.407255	76.726882	86.529309	3.781026	0.966998	1.184347	0	0	1	1	0	2	2
16	11	Male	Hispanic	4	Bachelors+	Public	Suburban	74.402577	68.406721	74.209823	2.663355	0.868197	0.574789	1	1	0	1	1	4	3
16	11	Male	White	4	SomeCollege	Public	City	65.804269	63.265022	66.218953	2.630953	0.842487	0.875494	1	0	0	1	0	3	1
14	9	Male	White	2	SomeCollege	Public	City	77.342822	81.199288	75.959603	3.119796	0.945373	1.235821	1	0	0	1	0	3	2
17	12	Male	White	3	Bachelors+	Public	Rural	76.065376	71.401794	70.282859	2.344545	0.91804	1.110181	1	0	1	0	1	3	1
14	9	Male	Hispanic	1	<HS	Public	Rural	66.132805	79.533714	72.691495	3.341202	0.9201	1.19495	1	0	0	0	0	2	1
15	10	Male	White	2	HS	Private	Suburban	82.740114	81.836099	78.27789	3.095526	0.951922	1.395299	1	0	1	1	0	2	2
14	9	Male	White	2	HS	Private	City	79.844817	80.84193	84.594748	3.625649	0.932459	1.188368	1	0	0	0	1	2	1
16	11	Male	White	2	<HS	Public	Suburban	71.680678	58.436616	58.523532	2.825242	0.823045	0.875583	1	0	1	0	0	2	2
17	12	Male	Two-or-more	1	SomeCollege	Private	Rural	79.366731	90.055055	79.225354	3.539113	0.950522	1.742461	1	0	0	0	1	2	2
18	12	Female	Hispanic	2	SomeCollege	Public	Rural	40.500674	42.72961	48.166129	2.260599	0.725612	0	1	0	0	0	0	3	3
16	11	Male	White	4	HS	Public	Suburban	57.289285	65.463341	62.996292	2.363531	0.832115	0.667612	1	1	1	0	1	2	1
14	9	Female	Black	1	HS	Public	Town	55.20088	65.83964	58.999457	2.687317	0.813224	0.760293	1	1	1	1	0	4	2
18	12	Male	Black	3	HS	Public	Suburban	78.027497	86.338902	75.151652	3.250035	0.924726	0.654515	1	0	1	0	0	3	3
18	12	Female	White	2	<HS	Public	City	75.824462	78.04647	84.967087	3.371168	0.920156	1.331122	1	1	0	0	1	3	2
14	9	Female	Black	3	HS	Private	Rural	90.202394	74.042415	69.055631	3.529343	0.935789	1.099632	1	1	0	0	0	1	2
18	12	Female	White	2	HS	Public	City	78.743118	81.131261	76.507741	3.154939	0.92911	0.844613	1	1	0	0	1	2	3
14	9	Female	White	2	HS	Public	City	83.190002	78.029125	82.390133	3.210968	0.905889	0.888965	1	1	1	0	0	3	2
18	12	Male	Hispanic	2	HS	Public	Rural	75.149666	73.6061	76.756767	3.028859	0.868131	0.965952	1	1	0	0	0	4	1
15	10	Female	Hispanic	3	HS	Private	City	76.085495	67.948895	77.340782	2.77689	0.847925	0.644201	1	1	0	0	0	2	1
16	11	Female	White	2	SomeCollege	Public	Rural	84.844392	82.330579	80.424869	3.371595	0.923409	0.734274	1	0	0	0	0	3	1
14	9	Male	White	4	SomeCollege	Public	Suburban	86.24693	81.154697	78.096641	3.256232	0.918361	1.247996	1	1	0	1	0	2	1
15	10	Male	Hispanic	1	HS	Public	Rural	81.863691	93.224505	91.97734	4	0.944009	1.639792	1	1	0	0	1	3	1
14	9	Male	Hispanic	4	HS	Private	Town	57.073114	64.669762	60.071415	3.181635	0.82282	0.810035	1	1	0	0	1	4	3
16	11	Male	Hispanic	1	Bachelors+	Public	City	79.055312	75.155443	78.560639	3.121116	0.922912	1.113235	1	0	0	1	1	3	2
16	11	Male	Other	3	HS	Public	Rural	87.365739	86.607783	69.892822	3.925536	0.910944	1.303936	1	1	0	0	1	1	3
17	12	Female	Hispanic	1	HS	Public	Town	60.188409	74.63917	68.290476	1.779397	0.876131	0.499302	0	1	1	0	0	2	1
16	11	Female	Black	4	Bachelors+	Private	City	92.096859	97.460685	84.814859	4	0.990215	1.115211	1	1	0	1	0	4	3
17	12	Male	Hispanic	1	<HS	Public	Town	82.181118	73.373074	81.044752	3.519554	0.913797	0.989981	1	1	0	1	0	3	2
14	9	Female	Other	2	SomeCollege	Public	Town	70.187201	84.240433	80.566844	3.615178	0.912493	0.578546	1	0	1	1	0	2	3
14	9	Female	Other	1	<HS	Public	Rural	76.125884	76.837712	70.579037	3.076715	0.881081	0.52443	1	0	0	0	0	4	1
16	11	Male	Hispanic	4	Bachelors+	Public	City	70.245701	79.030292	75.8647	3.14479	0.895846	1.2422	1	0	0	1	0	1	2
14	9	Female	Asian	1	<HS	Public	Suburban	82.143605	74.041828	77.876039	3.010461	0.933707	1.068502	0	0	0	1	0	2	1
14	9	Female	White	4	SomeCollege	Public	Suburban	82.121978	82.710014	74.629615	3.178999	0.929313	1.160643	1	1	0	1	0	5	2
15	10	Female	Asian	4	Bachelors+	Public	City	71.58865	85.222974	72.261317	2.723649	0.927568	0.760727	1	0	0	1	1	1	2
15	10	Male	Black	1	HS	Public	City	71.414079	67.731811	64.510642	2.554771	0.885047	1.219952	0	1	0	1	0	3	1
18	12	Male	White	2	Bachelors+	Public	Rural	75.871753	72.626019	73.50811	2.729566	0.894968	0.973976	0	0	0	0	0	2	2
14	9	Male	White	3	Bachelors+	Public	City	86.318533	97.756488	98.060814	3.958109	1	1.659009	1	1	1	1	0	1	2
16	11	Female	White	3	Bachelors+	Public	Suburban	70.80791	85.242813	80.261024	3.173872	0.943769	1.473566	1	1	0	0	0	3	2
18	12	Male	Hispanic	2	SomeCollege	Public	Suburban	76.608758	82.878332	82.843906	2.907707	0.924987	1.140945	0	1	0	1	1	4	3
15	10	Female	Hispanic	2	HS	Public	Suburban	76.809996	71.462864	70.577516	2.482012	0.903277	0.941386	1	1	0	0	0	4	1
16	11	Male	White	1	<HS	Public	Rural	72.070305	55.724083	66.230847	2.78309	0.86678	0.662413	0	1	0	0	0	3	2
16	11	Male	White	1	HS	Public	Suburban	81.64265	87.715863	77.258404	3.304715	0.927465	1.213872	1	0	0	1	0	3	1
16	11	Male	White	3	<HS	Public	Suburban	71.620427	72.587863	78.790785	2.176881	0.894776	1.072482	1	0	1	0	1	3	3
15	10	Male	White	2	HS	Public	Suburban	73.420351	70.662152	76.650482	2.640972	0.879426	1.251944	0	1	0	0	0	4	3
15	10	Female	Black	2	Bachelors+	Public	Suburban	85.629169	81.76138	76.316335	3.142783	0.94657	1.662247	0	0	0	1	0	3	3
16	11	Female	Asian	2	HS	Public	Suburban	77.936063	77.764569	79.138286	3.092178	0.919486	0.915947	1	1	0	1	0	3	3
15	10	Male	Hispanic	3	HS	Public	City	78.160913	90.557508	76.333476	3.51865	0.961768	1.711438	1	1	0	0	0	2	2
18	12	Male	Black	1	<HS	Public	Rural	94.207648	79.815491	88.99004	3.360313	0.937058	1.558694	1	1	0	0	1	3	3
16	11	Female	White	2	SomeCollege	Private	City	88.083476	79.727233	88.039662	3.608901	0.960193	1.049047	1	0	0	0	0	4	2
15	10	Female	White	3	SomeCollege	Public	Rural	77.280657	78.097624	71.414313	3.802473	0.932602	1.414207	1	0	0	0	0	5	2
16	11	Male	White	2	<HS	Private	Suburban	72.676233	79.306708	64.861957	3.013308	0.879262	0.694416	0	0	1	0	0	3	2
14	9	Female	White	1	<HS	Public	Suburban	80.305088	77.60057	67.622494	2.77967	0.900859	1.101083	1	0	0	0	1	3	2
16	11	Female	White	2	HS	Public	Suburban	71.603589	78.371879	72.820948	2.751165	0.929151	1.191622	1	1	0	0	0	3	2
15	10	Female	White	3	HS	Public	Suburban	64.565456	67.698902	72.39071	2.367629	0.873587	0.723551	1	0	0	0	0	3	1
15	10	Male	White	4	SomeCollege	Private	City	73.036549	80.112579	79.032008	3.144507	0.899175	1.025037	1	1	0	0	0	1	3
15	10	Female	Hispanic	1	Bachelors+	Public	Town	78.345451	68.792884	74.676611	2.925145	0.873587	1.226663	1	1	0	1	1	2	2
17	12	Male	Asian	2	SomeCollege	Public	Town	65.968049	68.073966	72.170036	2.320958	0.861825	0.771015	1	1	0	1	0	3	2
15	10	Male	Black	1	<HS	Public	City	56.148853	65.726774	65.482388	2.408505	0.818069	0.850454	1	1	0	1	1	1	1
15	10	Male	White	1	HS	Public	City	76.173328	76.771391	81.231866	3.112853	0.905993	0.932432	0	1	1	0	0	4	3
16	11	Male	White	4	Bachelors+	Public	Town	98.858866	97.172992	100	4	0.997766	1.666704	1	1	0	1	0	1	2
16	11	Female	Hispanic	1	HS	Public	City	62.986932	63.765692	68.620406	2.899452	0.82315	0.704967	1	1	1	1	0	2	1
16	11	Male	Hispanic	4	HS	Public	City	69.079457	71.407917	71.867358	2.843203	0.870155	0.763813	1	0	0	1	0	3	1
17	12	Male	Black	1	<HS	Public	Suburban	96.742665	79.045033	77.461609	2.980122	0.951599	1.49633	1	0	0	0	0	3	1
14	9	Male	White	4	Bachelors+	Public	Suburban	67.739227	61.511869	60.987741	2.772871	0.857981	0.696103	1	0	0	1	0	2	3
18	12	Female	White	2	Bachelors+	Public	Suburban	74.442453	88.852906	70.66881	2.636038	0.882445	0.653823	1	0	0	1	0	3	1
17	12	Female	White	3	HS	Public	Town	69.39493	66.261633	76.307918	3.299894	0.910963	0.983524	1	0	1	0	0	4	3
15	10	Male	Black	4	SomeCollege	Public	Suburban	76.969654	70.228725	87.504063	3.014199	0.930355	1.228477	1	0	0	1	0	4	2
15	10	Male	White	1	HS	Public	Rural	58.285101	60.829919	61.89024	1.993492	0.805682	0.564183	1	1	0	1	0	4	2
15	10	Female	White	3	SomeCollege	Public	Suburban	66.921034	73.826288	75.681613	2.760633	0.882187	0.583823	1	0	0	1	0	3	3
16	11	Male	Asian	2	Bachelors+	Public	City	57.121184	52.928957	55.351353	2.356367	0.81358	0.322461	1	0	0	1	0	3	2
17	12	Female	White	1	<HS	Public	Suburban	77.359188	86.250774	67.323481	3.031005	0.927289	1.398331	1	0	0	0	1	3	1
15	10	Female	White	1	HS	Public	City	58.702539	63.229459	61.374422	2.086544	0.81791	0.707327	1	1	1	0	0	2	1
17	12	Female	Two-or-more	4	Bachelors+	Public	Suburban	72.838523	66.748913	64.750434	2.383881	0.875574	0.744796	1	1	0	1	1	4	2
14	9	Female	Hispanic	2	HS	Public	City	88.208194	76.607431	79.769772	3.619395	0.906154	0.604193	1	0	0	0	0	4	2
14	9	Female	White	1	SomeCollege	Public	Suburban	63.629731	67.984779	63.901812	2.229096	0.852749	0.458393	1	0	0	0	1	4	2
15	10	Female	Black	3	<HS	Public	Suburban	86.204699	88.701307	87.568966	3.717875	0.952234	1.339992	1	1	0	1	0	3	2
14	9	Male	Two-or-more	3	SomeCollege	Public	City	58.723139	65.806292	52.441681	2.640632	0.800505	1.095565	0	1	0	1	0	4	2
17	12	Female	White	3	<HS	Private	City	67.322825	63.606037	70.583789	2.17981	0.861766	1.198446	1	0	0	0	0	4	3
14	9	Female	White	4	HS	Public	Suburban	72.871388	79.536754	76.747094	3.190434	0.917504	0.618572	1	1	0	0	0	3	2
17	12	Female	Black	4	HS	Public	City	67.374845	72.960594	74.833559	2.526719	0.873378	1.491952	1	0	0	1	0	3	2
16	11	Male	White	4	HS	Public	City	65.797716	77.180348	71.678282	2.695626	0.858228	0.975189	1	0	0	0	0	3	3
16	11	Female	White	2	<HS	Public	Rural	75.418025	71.814334	80.473274	2.936468	0.899908	1.058896	0	0	0	0	1	1	1
17	12	Female	Hispanic	4	Bachelors+	Public	Suburban	64.860507	65.492821	66.486841	3.114889	0.849717	1.256613	1	1	0	1	0	4	2
17	12	Male	White	2	<HS	Private	Suburban	85.257378	74.470483	73.936804	2.796314	0.903115	1.289489	1	0	0	0	0	4	3
16	11	Male	Black	4	SomeCollege	Public	Suburban	57.745847	55.779286	63.682801	2.697946	0.827761	0.166064	1	0	0	0	0	2	1
14	9	Female	Black	2	<HS	Public	Rural	91.215401	86.348181	82.832226	3.697944	0.967128	1.254351	1	0	0	0	0	4	4
15	10	Female	White	4	Bachelors+	Public	Suburban	76.449375	68.584769	72.028526	2.922452	0.893797	0.840998	1	1	1	1	0	3	4
14	9	Male	Black	4	Bachelors+	Public	Suburban	80.327272	67.861147	85.887042	3.397129	0.915969	0.789877	1	1	0	1	0	4	1
16	11	Female	Hispanic	1	HS	Public	City	77.584554	80.623157	76.718304	3.110051	0.941315	1.743298	1	1	0	0	0	3	3
17	12	Male	Two-or-more	2	SomeCollege	Private	City	89.341054	89.422852	74.275908	3.479199	0.937946	0.96126	1	1	0	0	0	2	1
16	11	Female	White	1	<HS	Public	Rural	56.795965	61.962633	59.869345	2.182821	0.85504	0.439479	1	1	0	1	1	4	2

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