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
14	9	Male	Hispanic	3	SomeCollege	Private	Suburban	71.689464	71.663018	71.556869	3.114051	0.879323	1.094306	1	0	0	0	0	4	3
15	10	Female	Hispanic	4	HS	Private	Rural	74.750092	67.39846	67.528532	2.479487	0.854195	0.959231	1	0	0	0	0	3	4
15	10	Male	White	3	HS	Private	Suburban	71.774603	63.242197	65.718529	2.584738	0.882664	1.023515	1	1	1	0	0	3	3
18	12	Male	White	4	HS	Private	Suburban	69.087207	71.95026	76.106407	3.089032	0.9079	1.371873	1	0	0	1	1	2	2
16	11	Female	White	4	Bachelors+	Public	City	54.418267	63.389161	80.673302	2.882908	0.865168	0.48468	1	0	0	0	0	4	3
18	12	Male	White	3	HS	Public	City	63.260252	75.462598	55.344877	2.666336	0.872604	0.550478	1	1	0	1	1	2	2
15	10	Female	Black	1	HS	Public	Rural	87.234546	93.929219	95.630951	3.659386	0.980416	1.665122	0	1	0	0	0	2	1
18	12	Male	White	1	<HS	Public	City	76.281069	81.093317	87.210343	4	0.929209	0.595295	1	1	0	0	1	2	2
15	10	Female	Asian	4	SomeCollege	Private	Suburban	75.666274	81.628663	75.488883	2.471692	0.886374	1.664136	1	1	0	1	0	5	2
17	12	Male	White	4	SomeCollege	Public	Rural	68.017449	74.029558	59.949233	2.366392	0.837776	0.73944	1	0	0	1	0	3	2
15	10	Female	White	4	Bachelors+	Private	Town	88.297712	85.402877	82.06705	3.151221	0.966716	1.626447	1	1	0	1	0	3	3
17	12	Male	White	3	SomeCollege	Public	Suburban	73.719243	74.60781	81.002809	3.077088	0.921704	1.251225	1	0	0	0	1	2	1
14	9	Male	Asian	3	<HS	Public	Town	71.743291	83.745333	71.79736	3.435966	0.894288	0.854394	1	0	0	0	0	2	2
17	12	Female	Hispanic	1	SomeCollege	Public	Suburban	72.738832	76.824917	84.218665	2.613642	0.884907	1.435953	1	1	0	0	0	2	3
18	12	Male	Two-or-more	4	SomeCollege	Public	Suburban	64.806937	63.840107	73.941322	2.660098	0.839633	0.750345	1	0	0	1	0	2	2
17	12	Male	White	4	SomeCollege	Public	Rural	84.309525	76.931957	85.969931	3.190774	0.899725	0.993105	1	1	1	0	1	2	2
16	11	Male	Other	3	<HS	Public	Rural	70.266684	74.239916	66.656657	3.301368	0.865465	1.142553	1	0	1	0	0	3	1
15	10	Male	White	4	HS	Public	City	73.911283	85.811721	72.383554	3.108593	0.919665	0.833248	1	0	1	1	0	3	2
14	9	Male	Black	4	HS	Public	Town	85.567659	91.032948	88.337859	3.760481	0.949162	0.917406	1	1	0	0	0	4	3
18	12	Female	Two-or-more	1	SomeCollege	Public	City	72.723883	79.406177	81.944643	2.808452	0.937019	1.171299	1	1	0	1	0	3	1
15	10	Male	Black	2	SomeCollege	Public	Rural	78.360081	57.004035	72.203715	2.38545	0.892608	1.013734	0	0	1	0	0	2	3
17	12	Female	Hispanic	4	Bachelors+	Public	Town	63.900989	58.760604	60.098157	3.038438	0.843552	0.640476	1	0	0	1	0	4	2
16	11	Male	Black	3	Bachelors+	Public	Rural	70.171072	69.753969	80.52336	3.341675	0.842175	0.925447	1	0	0	1	0	1	2
18	12	Female	Two-or-more	3	SomeCollege	Public	Rural	79.326759	80.264217	84.31819	3.255073	0.913605	0.655529	1	0	0	1	1	3	1
14	9	Male	White	3	Bachelors+	Public	City	69.936889	65.581553	63.344167	2.54391	0.854433	1.582625	1	0	0	0	0	4	2
14	9	Male	White	4	SomeCollege	Public	Suburban	87.328407	71.288384	73.949584	2.908425	0.914485	0.000282	1	0	0	1	0	3	2
18	12	Female	White	3	HS	Public	Suburban	61.574925	58.341035	58.270588	2.505781	0.83888	0.904658	1	1	0	0	1	1	1
18	12	Male	White	4	Bachelors+	Private	Rural	79.820924	77.486464	73.478907	2.825815	0.924755	1.446314	1	1	0	0	1	4	1
14	9	Female	Black	1	<HS	Public	Town	78.980922	74.959017	78.893606	2.845201	0.89081	0.816422	1	1	0	0	0	4	1
14	9	Female	Other	4	Bachelors+	Public	Town	45.148266	53.881783	48.617711	2.134546	0.731261	0.642204	1	1	0	1	1	4	3
18	12	Female	Black	2	HS	Public	Town	70.447745	78.389007	69.606794	3.011356	0.898825	0.712014	1	1	0	0	0	5	2
15	10	Male	White	2	SomeCollege	Public	Town	96.3368	87.189288	86.575792	3.4607	0.976563	1.228943	0	1	0	1	0	2	1
18	12	Male	White	4	<HS	Private	Rural	70.655555	78.960061	61.136638	3.022698	0.824535	0.82131	1	1	1	1	0	3	2
17	12	Female	Hispanic	1	HS	Public	Rural	68.693691	61.534259	59.040279	2.434229	0.81645	0.930788	0	0	0	0	0	2	1
14	9	Male	Hispanic	4	HS	Public	Rural	75.85431	65.499726	74.231361	2.934221	0.881246	1.377909	1	1	1	1	0	3	3
16	11	Male	Hispanic	4	Bachelors+	Public	Suburban	59.903805	65.711036	48.332058	2.221682	0.808086	0.973388	1	0	0	1	0	4	2
14	9	Male	Two-or-more	3	HS	Public	City	94.490287	81.688778	73.736339	3.550978	0.951418	0.999147	1	1	0	0	0	3	1
17	12	Male	Asian	2	SomeCollege	Public	City	78.60082	74.621626	77.573848	2.981727	0.914941	0.735766	1	1	0	1	0	2	1
15	10	Female	White	3	<HS	Public	Suburban	61.899648	65.600752	68.242902	2.835007	0.872628	1.036714	1	1	0	0	0	3	2
15	10	Male	White	3	Bachelors+	Public	Town	84.017153	66.319962	64.592965	3.266786	0.872957	1.137148	1	1	0	0	0	4	3
16	11	Male	Hispanic	2	HS	Private	Suburban	83.993039	74.73927	88.220825	3.651029	0.966962	1.249627	1	1	0	1	0	3	1
16	11	Male	Hispanic	2	<HS	Public	Rural	77.81456	74.639488	76.767991	3.111617	0.910313	0.962013	1	1	0	0	0	3	2
18	12	Female	Asian	2	<HS	Public	Town	68.390355	67.856564	67.54165	2.629833	0.846027	0.576172	1	0	0	0	1	3	3
18	12	Female	White	2	HS	Public	Rural	68.557495	83.53287	62.4459	3.310973	0.869306	1.098267	1	1	0	0	0	2	3
16	11	Male	Hispanic	1	<HS	Public	City	74.497254	80.276507	91.87372	2.95893	0.930987	2.028852	1	1	0	1	1	1	3
17	12	Female	Hispanic	1	<HS	Private	Suburban	87.369988	89.161609	100	3.910355	0.989253	1.447693	1	1	0	0	1	3	2
17	12	Female	Hispanic	2	HS	Public	Rural	71.38632	72.693766	84.302395	3.371051	0.930407	1.136828	1	1	1	0	1	2	1
16	11	Female	White	4	Bachelors+	Public	Suburban	64.5343	72.35508	67.372845	2.716284	0.877812	0.915649	1	0	0	0	0	3	3
15	10	Male	White	2	<HS	Public	City	59.76046	68.061123	57.60884	2.42909	0.831049	0.206761	1	1	0	0	0	4	2
16	11	Male	White	3	HS	Public	Rural	85.141415	77.370357	74.354395	3.502947	0.922997	0.809152	1	1	0	0	0	3	3
17	12	Male	White	2	HS	Public	Town	63.391327	69.8358	62.481114	2.923508	0.847171	0.805248	1	1	0	1	0	4	1
15	10	Male	Hispanic	1	HS	Public	Suburban	72.247855	64.77657	68.730392	2.549233	0.882448	0.578857	0	1	0	0	0	4	3
15	10	Female	White	3	HS	Public	Suburban	86.256417	87.432571	83.682532	3.610011	0.96868	1.026475	1	1	0	0	0	3	1
18	12	Male	Black	2	HS	Public	Rural	74.825746	78.675821	68.284826	3.081466	0.892332	0.727007	1	0	0	0	0	4	1
16	11	Male	White	3	<HS	Public	Town	91.45169	86.237238	99.966985	3.365636	0.993727	2.016904	1	0	0	0	0	2	3
18	12	Male	White	3	Bachelors+	Private	City	60.292496	64.769635	59.097881	2.229649	0.853383	1.109028	1	1	1	1	0	1	1
14	9	Female	Hispanic	4	Bachelors+	Public	Suburban	63.992483	64.443595	62.274706	2.684411	0.853821	1.427486	1	1	1	0	0	3	3
17	12	Male	Asian	1	HS	Public	City	75.092002	80.559945	76.239042	2.936992	0.893638	1.090154	1	1	0	0	1	4	4
17	12	Female	White	1	Bachelors+	Public	City	92.575297	91.654938	89.612344	3.493813	1	1.415375	1	0	0	1	0	3	2
16	11	Female	White	4	HS	Public	Suburban	78.854908	78.73008	74.441155	2.434468	0.895012	1.438667	1	0	0	0	0	2	2
15	10	Male	Hispanic	4	Bachelors+	Public	City	70.539908	68.292572	60.095432	2.335428	0.848388	0.670106	1	1	0	1	0	2	2
18	12	Female	Hispanic	1	HS	Public	City	73.747717	80.930749	71.542935	2.571159	0.892447	1.149507	1	1	1	0	0	2	1
15	10	Male	Other	2	<HS	Public	Suburban	72.225376	69.957075	67.22719	2.68863	0.897192	0.793356	0	1	1	0	1	3	4
18	12	Female	White	2	<HS	Public	City	85.554823	79.797167	77.08295	3.581497	0.934498	1.097813	0	1	0	0	0	1	2
14	9	Female	White	1	HS	Public	Suburban	82.022843	69.048992	75.693061	2.953972	0.888775	0.67204	1	1	0	0	0	5	2
15	10	Male	White	2	SomeCollege	Private	City	74.590991	71.958917	74.63739	2.727639	0.905397	0.901597	1	1	1	1	0	2	3
16	11	Male	Hispanic	3	SomeCollege	Private	Suburban	72.30041	66.32188	74.646333	3.106745	0.885229	0.728149	1	0	0	0	0	1	4
18	12	Female	White	1	<HS	Public	Suburban	74.341098	83.926222	83.216283	3.227783	0.95097	0.821073	1	1	0	0	0	1	2
17	12	Female	Hispanic	4	Bachelors+	Public	Suburban	79.293302	72.712611	71.650319	2.55319	0.892647	1.056484	1	1	0	1	0	3	2
18	12	Male	Hispanic	4	Bachelors+	Private	Town	73.356772	88.333812	79.176803	3.76941	0.932802	1.63816	1	0	0	0	0	2	2
15	10	Male	Black	2	Bachelors+	Public	Rural	73.103813	67.659641	75.639648	2.924732	0.865121	0.953586	1	1	0	1	0	5	3
17	12	Male	Black	2	SomeCollege	Public	Suburban	84.173375	76.238063	71.300626	3.469191	0.949728	0.836375	1	0	0	1	0	3	2
15	10	Male	Asian	1	Bachelors+	Public	Rural	65.774807	64.03534	55.533005	3.329807	0.806914	0.311846	0	1	0	1	0	3	2
16	11	Male	White	1	<HS	Public	Town	68.911463	68.230837	66.33933	2.572834	0.859528	1.146322	1	1	0	0	0	3	1
17	12	Male	White	2	SomeCollege	Public	Suburban	62.902855	74.168918	78.801385	3.160527	0.904198	0.786657	1	0	0	1	0	4	3
15	10	Male	White	1	<HS	Public	Suburban	82.205462	78.098926	77.306221	3.210294	0.90711	1.454688	1	0	1	0	1	4	2
14	9	Male	White	3	Bachelors+	Private	Suburban	80.054293	92.02387	81.902724	3.048739	0.919438	1.298092	1	0	0	1	0	3	2
16	11	Female	Other	4	SomeCollege	Public	City	76.82446	77.027905	79.226758	3.255063	0.901769	1.281923	1	0	0	0	0	2	1
15	10	Female	Hispanic	3	HS	Private	City	61.572148	60.760037	65.567918	2.693303	0.810166	0.845828	1	1	0	0	0	3	1
15	10	Male	White	2	HS	Private	Suburban	81.418808	91.570841	82.147753	3.152381	0.940026	1.516695	0	0	0	1	0	4	3
18	12	Female	Hispanic	1	SomeCollege	Public	Town	67.551047	75.291848	70.997602	3.130267	0.912	0.944383	1	1	0	1	0	4	2
16	11	Female	Hispanic	2	HS	Public	Suburban	79.671774	72.970909	68.985592	3.002891	0.895113	1.005675	0	1	0	1	0	3	1
16	11	Male	White	1	HS	Public	Suburban	75.592212	66.447373	71.038543	2.958693	0.905637	0.983872	1	1	0	0	1	3	1
16	11	Female	Two-or-more	1	<HS	Public	Rural	83.236106	86.832607	91.655614	3.239628	0.967727	1.731161	1	0	0	0	0	4	3
16	11	Male	Asian	2	<HS	Public	Suburban	83.188784	84.180309	94.055345	3.385933	0.972415	1.754025	1	0	0	1	0	4	1
16	11	Male	White	2	HS	Public	Rural	75.807795	70.12467	72.902351	3.560226	0.867764	0.534779	1	1	0	1	0	4	2
18	12	Female	Black	1	<HS	Public	City	54.250192	61.087821	58.529985	2.170144	0.798234	0.468382	0	1	1	0	0	3	2
18	12	Female	Hispanic	2	HS	Public	City	67.428194	56.554404	65.577235	2.662778	0.819688	1.36367	1	1	0	0	0	3	1
16	11	Female	White	3	Bachelors+	Public	Suburban	67.859431	66.469209	56.032333	2.437436	0.848014	1.260293	1	1	0	1	0	3	4
16	11	Female	White	4	<HS	Private	City	54.49567	64.028774	54.933756	2.173861	0.833963	0.694091	1	1	0	1	0	3	1
14	9	Male	White	1	<HS	Public	Suburban	65.052001	67.539024	73.985059	2.42729	0.880062	0.785808	1	1	1	0	0	2	2
15	10	Male	White	1	HS	Public	City	76.945199	63.37916	71.268126	2.976308	0.852848	1.450963	1	0	0	0	0	2	3
14	9	Male	Hispanic	4	HS	Public	Suburban	86.734263	82.888536	80.829562	3.318041	0.953808	1.500923	1	1	1	0	0	3	1
18	12	Male	White	3	SomeCollege	Public	Suburban	85.945697	83.994622	83.22613	3.177637	0.93576	1.066625	1	0	0	1	0	3	3
14	9	Male	Hispanic	1	HS	Public	Suburban	67.616916	62.8849	53.362428	2.287316	0.840385	0.81581	1	1	0	1	1	2	4
15	10	Male	Hispanic	3	SomeCollege	Public	City	61.808754	59.638503	66.936846	2.892105	0.837926	0.966794	1	1	0	0	0	4	3
16	11	Female	White	4	<HS	Public	City	64.090877	68.360152	66.537904	2.783722	0.859941	0.099802	1	1	0	1	0	2	3
18	12	Female	Black	4	SomeCollege	Public	City	80.904718	85.205101	67.726353	3.004188	0.921176	0.921334	1	0	0	0	0	4	2
17	12	Female	White	4	Bachelors+	Public	City	78.682003	88.64072	88.537346	3.366782	0.933369	1.7718	1	0	0	1	1	3	2
17	12	Male	Hispanic	3	HS	Private	City	60.705796	58.956583	67.543439	2.489619	0.813965	0.492921	1	0	0	0	0	2	1

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