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	1	<HS	Private	Town	55.32659	64.887103	67.206022	2.522029	0.826374	0.743803	1	0	1	0	1	2	4
15	10	Male	White	3	Bachelors+	Public	City	81.115909	90.773867	88.134117	4	0.978772	0.996613	1	1	0	0	1	3	3
14	9	Male	Hispanic	3	HS	Public	City	82.85261	77.11981	71.11159	3.303937	0.898303	1.164011	0	0	0	0	0	2	2
15	10	Female	White	4	Bachelors+	Public	City	85.742309	88.485959	88.852295	3.252632	0.979254	1.087464	1	1	1	0	0	3	1
17	12	Male	Black	4	SomeCollege	Public	Suburban	84.600787	83.38305	80.029612	3.648036	0.94613	0.881926	1	1	0	0	0	3	1
16	11	Female	Two-or-more	4	HS	Public	Suburban	72.977507	74.144876	78.030174	2.708885	0.888287	1.327632	1	0	0	1	0	2	2
18	12	Male	White	2	HS	Public	Suburban	74.758561	67.818705	66.105768	2.470357	0.902248	0.490786	1	1	0	0	0	3	2
18	12	Female	White	1	<HS	Private	Suburban	74.928363	80.072593	87.470284	3.074202	0.964025	1.524178	0	1	0	0	0	2	3
14	9	Female	Hispanic	2	<HS	Private	Suburban	81.375365	79.929662	79.885847	2.921949	0.939294	0.685601	1	1	0	0	0	4	2
16	11	Male	Hispanic	3	SomeCollege	Public	City	80.564921	88.741982	85.025526	3.552596	0.95383	0.849238	1	0	0	0	0	3	3
16	11	Male	Hispanic	4	HS	Public	Suburban	65.184375	69.049732	59.195233	2.380217	0.864026	0.932029	1	0	0	1	0	3	2
15	10	Male	White	3	SomeCollege	Public	Suburban	74.651032	78.197132	80.112784	3.224282	0.902767	0.428413	1	1	0	0	0	4	4
16	11	Male	White	3	SomeCollege	Public	Rural	85.051545	68.193949	82.099813	2.580392	0.919315	1.121274	1	0	0	0	0	2	2
18	12	Male	Two-or-more	3	SomeCollege	Public	Suburban	64.890519	63.60971	63.331515	2.899935	0.844353	0.92998	1	0	1	0	0	3	2
14	9	Male	Black	4	Bachelors+	Public	Suburban	55.897685	59.331092	63.626332	2.179952	0.874286	0.474248	1	0	0	1	0	4	3
15	10	Male	White	3	Bachelors+	Private	Suburban	67.898562	67.779695	62.402784	2.856039	0.846419	0.166828	1	1	0	0	1	4	1
18	12	Male	Black	1	HS	Private	Suburban	76.261875	78.970191	82.842552	2.731713	0.903125	1.004854	0	1	0	1	0	3	2
18	12	Female	White	3	SomeCollege	Private	City	64.160599	72.872158	71.463123	3.235936	0.875363	0.675974	0	0	0	0	1	2	1
17	12	Male	Black	4	Bachelors+	Public	Town	96.084743	84.354434	90.897695	3.672387	0.960706	1.227915	1	0	1	1	1	2	1
18	12	Male	White	3	Bachelors+	Public	Rural	72.171047	76.725136	76.898043	3.400452	0.918454	0.547951	1	0	0	1	0	5	1
18	12	Female	Hispanic	4	SomeCollege	Private	City	66.445933	71.798366	72.371971	3.151546	0.85636	1.622418	1	1	1	0	1	3	2
18	12	Female	Black	3	SomeCollege	Public	Suburban	73.786978	65.102393	75.798532	3.257675	0.899317	1.294561	1	1	0	0	0	4	2
17	12	Female	Hispanic	1	SomeCollege	Public	Suburban	94.26784	88.181364	89.147887	3.777034	0.975865	1.660481	0	0	1	1	0	3	2
17	12	Male	Hispanic	2	<HS	Public	Rural	84.612251	81.527362	81.460323	3.577484	0.965236	1.389094	0	0	0	1	1	2	4
17	12	Male	White	3	SomeCollege	Public	Rural	74.626592	70.937148	78.638289	3.821161	0.919573	0.664447	0	0	0	1	1	2	3
14	9	Male	White	3	SomeCollege	Public	Rural	80.492758	82.094777	86.625024	3.42942	0.948372	0.593074	1	1	0	0	0	3	1
16	11	Male	Hispanic	1	<HS	Public	City	77.342125	82.099737	88.834758	3.067538	0.939207	1.186873	1	0	0	1	1	1	2
17	12	Female	Black	3	SomeCollege	Public	Suburban	79.266692	79.43337	80.878778	3.479663	0.91487	0.82578	1	1	0	1	0	1	2
16	11	Male	Hispanic	3	Bachelors+	Public	Town	84.647803	80.862773	83.465112	3.698957	0.918164	1.127286	1	0	0	1	0	3	3
14	9	Male	White	1	HS	Public	Suburban	68.236138	69.698876	63.508288	2.888421	0.862431	0.227158	1	1	1	1	0	1	3
16	11	Male	Other	3	SomeCollege	Public	Suburban	80.614982	77.484879	82.347553	3.83032	0.959287	1.375977	1	1	0	1	0	2	2
16	11	Female	White	1	SomeCollege	Public	Suburban	75.960767	82.867554	77.838804	3.423275	0.899543	1.580122	1	1	1	1	0	3	1
14	9	Female	Black	4	HS	Public	Suburban	69.090477	73.941836	71.116443	3.076858	0.877662	0.733736	1	1	0	1	0	3	1
14	9	Male	White	2	SomeCollege	Public	Rural	89.954273	94.035281	90.036468	3.806816	1	1.417074	1	0	0	1	0	2	2
18	12	Female	Black	3	Bachelors+	Public	Suburban	76.81254	72.04859	82.250839	2.52546	0.897851	0.990849	1	0	0	1	1	3	2
16	11	Male	Hispanic	1	HS	Public	City	74.364354	86.836859	76.994139	3.352036	0.901931	1.114042	0	0	0	0	1	1	2
15	10	Female	Two-or-more	2	SomeCollege	Public	Suburban	65.702726	57.997421	66.407102	2.596601	0.831343	1.109425	0	1	0	1	1	4	2
16	11	Female	White	4	SomeCollege	Public	City	63.458249	59.33078	61.019683	2.205166	0.823249	0.310883	1	0	1	0	0	5	2
15	10	Female	White	2	SomeCollege	Public	Suburban	70.553501	68.088994	66.909878	2.621506	0.905211	1.088965	1	0	0	0	0	2	3
16	11	Male	Black	2	SomeCollege	Public	City	75.355868	80.549322	85.308872	2.885556	0.932131	0.727888	1	1	0	0	0	1	2
14	9	Male	Hispanic	1	Bachelors+	Private	City	68.929971	73.138012	66.970457	2.676258	0.856042	0.619564	1	1	0	1	0	3	2
16	11	Female	White	4	<HS	Public	Rural	77.189334	82.697746	80.114879	2.878859	0.899156	1.317665	1	1	0	0	0	2	3
15	10	Male	Hispanic	1	SomeCollege	Public	City	73.712884	71.589654	74.040778	3.364302	0.921806	0.292284	1	1	0	1	0	3	1
14	9	Male	White	4	<HS	Public	Suburban	53.65769	52.061783	57.805435	2.592797	0.832784	0.791658	1	1	0	1	0	2	3
17	12	Male	Hispanic	2	HS	Public	Suburban	89.428372	80.724584	79.916138	3.982611	0.970074	0.83713	1	1	0	1	0	3	1
14	9	Female	White	1	<HS	Private	Rural	85.207989	75.433357	84.05904	3.254282	0.9559	1.596013	1	1	0	0	0	4	2
18	12	Male	White	4	Bachelors+	Public	Suburban	81.33702	86.181539	81.478392	3.069526	0.933294	1.175931	1	1	0	1	0	3	2
14	9	Male	Hispanic	2	SomeCollege	Private	Suburban	78.394075	69.337193	74.750042	2.593939	0.884001	0.751315	1	1	0	1	0	5	1
14	9	Female	White	2	<HS	Public	City	99.473705	87.582175	88.263376	3.276881	1	0.978255	1	1	0	0	0	3	3
14	9	Male	Hispanic	1	<HS	Public	Suburban	72.698467	58.23871	71.876672	2.939849	0.880309	0.724106	1	0	0	1	1	2	2
16	11	Male	White	4	Bachelors+	Public	City	70.033174	63.170221	58.716736	2.857064	0.828131	0.743643	1	0	0	0	1	2	3
17	12	Male	Hispanic	1	HS	Public	Town	95.228426	93.308239	85.144079	3.47619	0.941175	1.880004	1	1	1	0	0	3	3
18	12	Female	Hispanic	3	SomeCollege	Public	Town	76.101437	67.416405	75.781034	2.705346	0.898949	1.075191	1	1	0	1	0	4	1
15	10	Male	White	4	SomeCollege	Public	Town	77.683066	72.540821	73.718418	3.110439	0.85525	0.716665	1	0	0	1	0	2	2
16	11	Male	White	4	SomeCollege	Public	Suburban	82.891225	97.574417	83.215221	3.401899	0.982508	1.033747	1	0	0	0	0	5	1
17	12	Male	Hispanic	3	<HS	Public	Suburban	69.322837	67.728455	69.333441	2.433077	0.865735	0.825595	1	1	1	0	1	2	3
14	9	Male	White	1	<HS	Public	Suburban	73.766997	69.943287	77.061363	2.751514	0.901923	1.205505	1	0	0	1	0	2	2
16	11	Female	White	2	HS	Private	City	60.647726	58.082663	59.016778	2.014159	0.816798	0.636781	1	1	1	1	0	3	2
14	9	Male	Black	1	<HS	Public	Suburban	78.980887	77.887622	77.551653	2.853572	0.904508	1.119057	1	0	0	0	0	4	3
18	12	Male	White	4	Bachelors+	Public	City	75.596943	81.299021	82.563084	3.143874	0.877972	1.205706	1	1	1	1	1	4	1
16	11	Male	White	3	SomeCollege	Public	Suburban	66.483567	70.417741	79.044887	3.158511	0.886359	1.066382	1	1	0	1	1	3	2
15	10	Female	Hispanic	1	SomeCollege	Public	Rural	73.081959	74.755669	78.243123	3.605713	0.899663	0.70811	1	0	0	0	0	2	2
14	9	Female	Black	3	SomeCollege	Public	Rural	83.318386	73.154592	90.824188	3.165736	0.953704	1.175456	0	1	0	0	0	2	2
16	11	Male	Hispanic	4	SomeCollege	Public	Rural	62.505032	68.729322	63.616542	2.715354	0.843337	0.831417	1	0	0	1	0	2	2
16	11	Female	Hispanic	2	<HS	Public	City	77.277529	84.35658	79.333878	3.305444	0.928013	0.924195	1	1	0	0	0	4	2
18	12	Male	White	1	<HS	Public	Suburban	82.58495	71.525772	86.947521	3.082367	0.921892	0.72245	1	1	0	1	0	2	3
18	12	Male	White	3	HS	Public	Suburban	63.920269	68.079532	63.819267	2.353298	0.876273	0.784256	1	0	0	0	0	3	2
15	10	Male	White	3	HS	Public	City	83.214883	70.736141	90.497356	3.141553	0.970326	1.237027	1	0	0	1	1	4	1
15	10	Male	White	1	<HS	Public	City	74.426511	85.434937	88.32217	3.558073	0.913607	0.849193	0	0	0	0	0	3	2
16	11	Female	White	2	SomeCollege	Public	Suburban	73.217285	88.228083	81.298337	2.967536	0.922299	0.939667	0	1	0	0	1	5	4
18	12	Male	Other	3	Bachelors+	Public	Suburban	65.457662	50.485714	58.285417	1.934621	0.802731	0.923428	1	0	0	1	0	2	3
14	9	Male	White	3	SomeCollege	Public	Town	74.429918	65.53718	67.685948	2.775845	0.902077	1.439082	1	1	0	0	1	4	2
18	12	Female	Hispanic	1	<HS	Public	Rural	84.832077	78.883348	76.526368	3.892107	0.898927	0.937301	1	1	1	1	0	3	2
15	10	Male	White	3	SomeCollege	Public	Rural	84.401387	75.908466	70.054752	3.530969	0.916814	1.275631	1	1	0	1	0	2	2
18	12	Female	Hispanic	3	Bachelors+	Public	Suburban	66.00312	57.820383	72.29194	2.502882	0.868751	1.226291	1	1	0	0	1	2	3
18	12	Male	Hispanic	2	HS	Public	City	78.734702	72.799359	72.412233	3.152297	0.884243	1.517278	0	0	1	1	0	5	2
16	11	Male	Black	1	HS	Public	Suburban	76.312709	80.545704	70.716809	2.642305	0.888721	1.058197	1	1	1	0	0	5	1
17	12	Male	Hispanic	1	HS	Public	City	75.943219	80.986899	80.424161	2.672587	0.960105	1.198344	1	1	0	0	0	5	2
18	12	Female	White	4	HS	Private	Rural	59.549832	69.276154	59.791124	2.209622	0.813259	0.791238	1	0	1	1	0	3	2
18	12	Male	White	1	SomeCollege	Public	Rural	64.219804	50.536762	62.265218	2.395776	0.835024	0.625129	0	0	0	1	0	3	2
14	9	Female	White	3	SomeCollege	Private	City	82.539449	83.467403	87.34824	3.040127	0.959215	1.151484	0	1	1	0	0	1	2
14	9	Female	Hispanic	1	HS	Public	City	86.387401	85.099988	82.48402	3.835723	0.951558	1.913777	1	0	1	1	0	1	4
17	12	Female	Two-or-more	3	HS	Public	Suburban	69.51961	72.856684	70.994967	3.112838	0.894031	0.62134	1	1	0	0	0	3	4
16	11	Female	Hispanic	4	HS	Public	Suburban	81.817126	78.157303	75.75018	3.553388	0.928319	1.436132	1	1	0	0	0	3	2
14	9	Female	Black	1	SomeCollege	Private	Town	83.127654	82.077123	86.982624	3.843302	0.968648	1.590096	1	1	0	0	0	3	2
15	10	Female	White	3	SomeCollege	Public	City	74.570043	70.587432	70.274369	2.973364	0.88302	1.071726	1	0	0	1	0	3	3
18	12	Male	Hispanic	3	SomeCollege	Public	Suburban	62.867288	75.230463	74.994344	2.85203	0.868365	1.385604	1	0	1	0	0	4	2
16	11	Female	White	1	HS	Public	City	77.05926	87.614656	74.895331	3.329463	0.901993	0.970878	0	1	0	0	0	3	1
16	11	Male	White	4	SomeCollege	Public	Rural	87.854517	78.509611	85.28821	3.389866	0.93126	1.638697	1	0	0	1	0	4	4
17	12	Female	Asian	3	HS	Public	Suburban	59.2121	66.003442	71.463464	2.619604	0.828812	0.986769	1	1	0	0	0	4	3
15	10	Male	Hispanic	4	Bachelors+	Private	City	88.535023	80.613182	85.280712	3.048916	0.918336	1.483388	1	1	0	1	0	3	1
17	12	Female	Hispanic	3	Bachelors+	Public	Rural	84.089196	82.838997	82.957361	3.365299	0.918993	1.175335	1	1	0	1	0	3	1
18	12	Male	Black	1	HS	Private	City	82.045946	92.316684	90.302423	3.762198	0.954941	1.400265	1	1	0	1	0	3	2
18	12	Female	White	4	Bachelors+	Private	City	86.744068	90.161246	82.901878	3.069545	0.965286	0.955727	1	0	0	0	0	3	1
18	12	Female	Hispanic	3	HS	Public	Suburban	70.955235	66.094692	73.921022	2.987439	0.860401	0.669152	1	1	0	0	0	3	1
16	11	Female	Other	2	HS	Public	City	67.482927	77.300768	80.450327	3.021214	0.916591	0.677316	0	0	0	0	0	4	1
15	10	Female	Hispanic	2	HS	Public	Suburban	86.998681	73.62536	72.319425	3.169579	0.907145	0.989759	1	0	0	1	1	2	2
16	11	Male	White	1	HS	Public	City	76.824499	82.460786	74.197108	2.645811	0.951787	1.12873	1	1	0	0	0	3	1
17	12	Male	Hispanic	1	HS	Public	Suburban	73.96805	82.249252	84.280725	2.985541	0.899165	0.963884	1	1	0	1	1	2	4
18	12	Female	White	3	SomeCollege	Private	Rural	73.898342	77.664213	72.581156	3.05932	0.912081	1.069328	1	1	0	0	0	4	1

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