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	4	Bachelors+	Public	Suburban	81.70155	87.766596	88.803782	3.940075	0.993278	1.119702	1	0	0	1	0	4	1
14	9	Male	White	2	SomeCollege	Public	Suburban	65.017645	60.955318	62.787292	2.465131	0.843225	0.299236	1	0	0	1	0	2	2
17	12	Female	Asian	4	HS	Private	Suburban	92.935963	83.350374	75.496921	3.157965	0.936316	1.29443	1	0	1	0	1	4	3
16	11	Female	Other	2	HS	Public	City	65.946817	70.889994	73.376175	2.809997	0.87283	0.995282	1	0	0	0	1	2	3
18	12	Male	Black	2	SomeCollege	Public	Suburban	91.756835	93.752042	89.286645	3.871985	0.994876	1.475874	1	1	0	0	0	3	2
16	11	Female	Hispanic	4	Bachelors+	Public	City	76.174362	68.737313	76.589858	2.481025	0.888933	1.030739	1	1	0	1	0	3	1
15	10	Male	Black	4	Bachelors+	Public	City	82.362605	68.996806	74.093214	2.878035	0.906111	1.457299	1	0	0	0	1	4	3
18	12	Male	Two-or-more	1	HS	Public	Suburban	73.864027	74.71931	55.796666	2.531784	0.870974	0.593118	1	1	0	0	1	3	1
18	12	Female	Two-or-more	3	HS	Public	Town	79.797759	73.946023	79.532075	2.51367	0.909621	1.162754	1	1	0	0	0	2	1
16	11	Female	Other	4	Bachelors+	Private	Rural	68.352087	49.732612	61.385245	2.26697	0.787977	1.16071	1	1	1	0	1	3	3
14	9	Female	Black	4	Bachelors+	Public	Rural	67.643046	71.056825	69.956018	2.890484	0.877319	0.90426	1	0	0	1	0	3	1
15	10	Male	White	1	Bachelors+	Public	City	78.089118	84.589442	74.126253	3.493113	0.911956	1.408063	1	0	0	1	0	2	1
15	10	Female	Hispanic	4	SomeCollege	Public	City	74.416445	79.943233	82.770136	3.06508	0.925479	0.60802	1	1	0	1	0	2	2
18	12	Female	White	1	<HS	Public	Rural	62.539633	57.064654	65.303294	2.353618	0.826216	0.784939	0	1	0	0	0	4	1
14	9	Male	Hispanic	3	SomeCollege	Public	Suburban	74.416891	72.020965	83.063226	2.901415	0.951778	1.19053	1	0	0	0	0	3	3
15	10	Female	White	1	SomeCollege	Public	Suburban	74.148186	76.147655	86.122069	3.138649	0.905929	1.188003	1	0	0	1	0	2	3
16	11	Female	Hispanic	1	Bachelors+	Public	Suburban	69.513792	74.72252	72.921974	3.025048	0.885102	0.85409	1	1	0	0	0	3	4
16	11	Female	Hispanic	1	HS	Public	City	70.232114	74.120831	66.49805	2.417904	0.901613	0.700593	1	1	0	0	0	2	3
17	12	Male	White	4	<HS	Public	City	80.8352	87.0054	80.58216	3.397765	0.943588	1.157243	1	0	1	0	1	2	2
14	9	Male	White	3	Bachelors+	Public	City	85.74149	88.258809	85.11136	3.303446	0.928774	1.133863	1	1	0	1	0	3	2
16	11	Male	White	3	Bachelors+	Public	Rural	62.477101	68.656864	64.828611	2.585991	0.866979	1.253745	1	1	0	1	1	3	3
18	12	Female	Hispanic	1	HS	Public	Suburban	65.868919	68.132955	75.678471	2.446035	0.858164	1.089955	1	1	0	0	0	1	2
15	10	Female	White	1	<HS	Public	Suburban	81.473546	79.674702	72.587153	2.730606	0.944721	0.809574	1	1	0	0	0	2	1
18	12	Male	White	1	HS	Public	Suburban	78.910765	71.939216	75.011904	2.813895	0.881762	0.505626	0	1	1	0	0	3	3
15	10	Female	White	3	Bachelors+	Public	City	75.355791	69.036044	70.751049	2.973587	0.882771	1.501081	1	0	0	0	0	2	2
14	9	Male	White	4	SomeCollege	Public	Suburban	76.756728	74.402383	82.692684	2.60295	0.916735	0.58088	1	1	0	0	0	3	3
17	12	Male	White	4	SomeCollege	Private	City	70.590172	63.898467	69.372138	2.883689	0.863392	0.966906	1	0	0	0	1	5	3
14	9	Female	White	2	Bachelors+	Private	Rural	68.815527	71.033703	65.748813	2.334467	0.904626	0.614845	1	0	0	1	0	2	1
18	12	Female	Two-or-more	1	HS	Public	Town	85.358026	85.192322	77.341621	3.702129	0.941463	1.140401	1	0	1	0	1	1	2
16	11	Female	White	1	<HS	Public	City	78.299718	81.550117	84.558414	3.198757	0.942353	1.42176	1	0	0	0	1	2	1
15	10	Male	Two-or-more	2	Bachelors+	Private	Suburban	72.496784	82.928568	74.543412	2.601179	0.91164	1.130259	1	0	1	1	0	3	1
17	12	Female	Hispanic	3	Bachelors+	Public	Rural	53.124404	41.098895	43.607807	1.735348	0.752631	0.351489	1	0	0	0	0	3	2
18	12	Male	White	2	SomeCollege	Public	City	65.529369	66.220348	63.993771	2.631836	0.834624	0.926017	1	1	1	1	0	4	1
15	10	Male	Black	1	SomeCollege	Public	Suburban	81.432504	77.913547	80.873512	2.764843	0.945686	1.460146	1	1	0	1	0	4	3
15	10	Female	Hispanic	1	<HS	Public	City	66.843754	76.133786	79.790668	3.627456	0.903699	0.678422	1	0	0	0	0	2	1
14	9	Female	Black	4	Bachelors+	Public	City	66.611097	81.261736	68.856919	3.06375	0.846945	1.236781	1	1	0	1	0	4	4
17	12	Male	Black	3	SomeCollege	Public	Suburban	69.358578	77.145495	72.930827	2.847614	0.91137	1.060719	1	0	0	0	1	2	2
17	12	Male	Black	1	SomeCollege	Public	Suburban	74.937797	72.570364	64.455236	2.539947	0.877454	0.754412	1	1	0	0	0	2	3
14	9	Female	White	3	HS	Public	Rural	69.521227	67.152393	69.787209	2.25089	0.847551	0.536394	1	1	0	0	0	2	3
18	12	Female	Hispanic	4	SomeCollege	Public	Suburban	80.668749	78.454029	83.526687	3.934861	0.9187	0.486799	1	1	0	1	1	2	1
17	12	Female	White	4	SomeCollege	Public	Town	56.745627	56.130479	56.329936	2.214423	0.838106	0.127027	1	1	0	0	0	4	3
16	11	Male	Black	3	SomeCollege	Public	Suburban	76.997012	69.93774	72.317746	3.184587	0.870852	0.971384	1	0	0	0	0	5	2
16	11	Female	White	4	HS	Private	City	68.066462	72.786968	71.413343	3.311912	0.887737	0.73568	1	0	0	1	0	4	3
14	9	Male	Hispanic	1	<HS	Private	City	69.477259	59.28665	66.615693	2.176943	0.852493	0.410974	1	0	0	0	0	3	1
17	12	Male	White	3	HS	Public	Town	78.767234	84.352185	75.731523	3.172095	0.926073	1.17768	1	0	0	1	0	4	2
14	9	Female	Hispanic	1	HS	Public	Rural	62.25048	75.939601	77.505503	2.557715	0.893677	1.54583	1	0	0	1	0	4	3
17	12	Female	Black	2	HS	Private	Suburban	53.957022	50.721525	61.448985	2.21396	0.794834	0.355168	0	1	0	0	0	2	3
15	10	Male	Black	2	HS	Public	Suburban	60.471186	76.498698	74.112955	2.405757	0.866353	0.873218	1	1	0	0	0	4	2
17	12	Female	Black	4	SomeCollege	Public	Suburban	77.696051	86.519284	78.561103	2.967348	0.932125	1.279469	1	1	0	1	0	3	2
18	12	Female	Hispanic	1	<HS	Public	Suburban	57.09762	57.108895	69.492749	2.309379	0.844391	0.879635	1	0	1	0	1	3	1
16	11	Male	White	2	HS	Public	Suburban	78.716667	83.452355	91.365263	3.052373	0.968352	1.413075	1	1	0	0	0	3	2
18	12	Male	Black	4	Bachelors+	Public	Suburban	71.253174	66.593643	66.87007	2.513223	0.886392	1.278611	1	0	0	1	1	3	1
14	9	Female	White	1	SomeCollege	Public	Suburban	73.642408	79.052346	70.059305	2.567794	0.903791	1.000045	1	0	0	1	1	1	2
16	11	Female	White	3	SomeCollege	Public	Suburban	70.341573	75.639424	71.176374	2.925715	0.902161	0.594764	1	0	0	1	0	4	2
18	12	Male	Black	3	SomeCollege	Public	Rural	72.737267	76.836237	76.207086	3.044509	0.920679	1.244262	1	1	0	1	1	1	3
16	11	Male	Other	2	SomeCollege	Public	Town	63.785635	63.371415	58.100594	2.860541	0.864087	0.542371	1	0	0	0	0	1	2
17	12	Male	White	2	SomeCollege	Public	Suburban	81.460006	84.578351	89.563642	3.324504	0.969273	1.410992	1	0	0	1	0	3	1
14	9	Male	White	4	SomeCollege	Public	Suburban	63.594939	75.405998	60.170099	2.416849	0.829772	1.115041	1	0	0	0	0	1	2
16	11	Female	Black	3	Bachelors+	Private	Suburban	78.910506	81.428031	64.669783	2.974515	0.89286	1.226292	1	1	0	0	0	4	1
16	11	Female	White	1	<HS	Public	Town	57.360977	67.90558	63.506596	2.752099	0.857268	0.725875	0	1	0	0	0	4	4
18	12	Male	Hispanic	4	Bachelors+	Private	City	62.815439	67.081099	72.887348	3.135737	0.891213	0.779725	1	0	0	1	1	3	2
16	11	Male	Hispanic	1	<HS	Public	Suburban	86.03754	76.062946	84.178198	3.217632	0.95073	0.961987	1	0	0	0	1	3	2
14	9	Female	Black	1	SomeCollege	Public	Rural	77.74094	73.122837	72.73422	3.01776	0.916676	0.546947	1	1	1	0	0	4	2
17	12	Female	Other	1	<HS	Public	Suburban	87.564617	74.157227	77.978179	3.441684	0.885349	1.078651	0	0	0	0	0	1	4
14	9	Male	White	4	HS	Public	City	65.14398	62.982087	62.25402	2.922974	0.839267	0.486884	1	1	0	0	0	3	1
18	12	Female	Black	4	SomeCollege	Public	City	73.894789	68.65695	68.398681	2.566333	0.882466	1.444637	1	1	0	0	0	4	2
14	9	Male	White	2	HS	Public	Rural	82.501213	74.911447	68.61207	2.81177	0.916887	0.878144	1	1	0	1	0	3	2
15	10	Female	White	3	SomeCollege	Public	City	79.71132	68.991259	84.091128	2.918863	0.868684	1.152086	1	1	0	1	0	2	1
14	9	Female	Hispanic	1	HS	Public	Town	86.327865	77.77627	74.495866	3.015863	0.943097	1.162956	0	1	0	0	0	3	1
18	12	Female	White	2	HS	Public	City	81.096376	76.020876	70.200343	2.561291	0.909471	0.962922	0	1	0	0	0	2	2
17	12	Female	Black	1	HS	Public	City	96.392781	79.282505	88.959069	3.788545	0.991389	1.533336	0	0	0	1	0	4	1
17	12	Female	White	1	<HS	Public	City	80.000471	71.108652	75.984976	2.939031	0.920949	0.981759	0	1	0	0	0	5	1
16	11	Male	Black	1	HS	Public	City	86.635051	92.492248	97.835967	3.864206	0.991737	1.076619	1	1	0	0	0	3	1
17	12	Female	Black	1	HS	Public	Rural	83.025381	87.456021	74.801599	3.130581	0.93312	1.307331	1	1	0	0	1	5	3
14	9	Female	White	1	<HS	Public	Town	66.160423	73.769515	73.277134	2.551615	0.855632	1.276065	1	1	1	1	0	2	1
15	10	Female	Black	3	<HS	Public	Rural	71.01597	75.954838	77.746059	3.239025	0.87917	0.942586	1	1	0	1	0	2	2
15	10	Male	Hispanic	4	Bachelors+	Private	Suburban	82.485427	71.024187	71.97798	3.083023	0.875657	0.423536	1	0	0	1	0	1	2
16	11	Male	Two-or-more	4	SomeCollege	Private	Suburban	75.485932	82.962765	72.621768	2.576	0.942788	0.700077	1	1	0	1	0	3	3
17	12	Female	White	2	HS	Public	Town	60.388613	73.474113	67.507618	2.894578	0.842156	0.938213	1	1	0	0	0	4	3
16	11	Male	Asian	4	HS	Public	Rural	78.388799	77.648369	78.565235	3.300816	0.904923	0.697835	1	1	1	0	0	4	3
15	10	Male	Hispanic	2	SomeCollege	Public	City	68.139915	75.010899	63.203922	2.81258	0.867649	1.267445	1	1	0	0	0	3	1
14	9	Female	Hispanic	1	HS	Public	Town	70.873091	78.304875	70.57748	2.135144	0.899884	0.668997	1	1	1	0	0	3	2
15	10	Female	Hispanic	2	HS	Public	City	72.542661	57.490321	62.14281	2.443647	0.836334	0.968274	1	0	0	0	0	3	1
14	9	Male	White	1	HS	Public	Rural	78.446463	81.683024	74.920158	3.808075	0.908569	0.902761	1	1	0	1	0	1	1
18	12	Male	Hispanic	4	<HS	Public	City	83.471987	83.199959	76.842032	3.09505	0.935281	1.075744	1	1	1	1	1	3	3
16	11	Male	Black	2	Bachelors+	Public	Rural	87.202056	77.935305	91.10546	3.369924	0.940097	1.892877	1	1	1	1	0	3	3
14	9	Female	Hispanic	4	SomeCollege	Public	Rural	67.961871	63.978117	60.035428	2.589665	0.845185	0.754556	1	0	0	1	0	3	2
14	9	Male	White	1	<HS	Public	Suburban	59.555051	70.108187	52.473155	2.751953	0.808957	0.401456	1	1	0	0	0	3	1
17	12	Female	Two-or-more	2	HS	Public	Town	85.819962	85.689189	76.402396	3.236622	0.945719	1.246693	1	0	1	0	0	2	3
15	10	Female	White	4	Bachelors+	Public	Suburban	65.786886	76.841079	73.525046	2.961447	0.89749	0.454495	1	0	1	1	0	4	3
17	12	Male	Hispanic	2	<HS	Private	Rural	79.345223	78.445081	87.448403	3.740482	0.92809	1.072564	0	1	0	0	0	4	3
14	9	Female	Hispanic	1	<HS	Public	Suburban	80.108136	89.87007	86.848702	3.477549	0.958209	1.227456	1	1	0	0	0	4	2
18	12	Female	Hispanic	1	<HS	Public	Rural	62.918082	65.275998	64.772526	2.699416	0.862398	0.73372	1	0	1	0	0	5	3
16	11	Male	White	3	SomeCollege	Public	Suburban	80.255027	72.098897	85.035565	3.300702	0.910044	1.072848	1	1	1	1	0	4	2
17	12	Female	White	2	SomeCollege	Public	City	71.454088	72.691969	83.432453	2.695931	0.94469	1.277099	1	0	1	1	0	1	3
16	11	Male	Two-or-more	4	HS	Public	City	61.966338	54.387661	61.799417	2.816362	0.793026	1.00999	1	0	0	1	0	2	2
16	11	Male	Black	1	<HS	Public	Rural	79.666834	74.029302	74.251273	2.625829	0.893602	0.802853	1	0	0	0	0	2	3
17	12	Female	White	4	Bachelors+	Public	Suburban	86.089738	75.910864	82.925523	2.947867	0.909454	1.44628	1	1	0	1	1	3	2
16	11	Male	White	3	SomeCollege	Private	Suburban	67.397571	54.433027	68.37533	2.433889	0.82733	0.923875	1	1	0	0	0	4	1
16	11	Female	Hispanic	3	HS	Public	Rural	62.060188	65.913586	66.333487	2.447778	0.856867	0.679234	1	1	0	0	0	3	2

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