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	Hispanic	3	SomeCollege	Public	City	58.598838	60.52274	56.957215	2.311687	0.836344	0.553533	1	1	0	0	0	2	4
15	10	Male	Hispanic	3	Bachelors+	Public	Suburban	69.626358	60.610099	72.29853	2.600591	0.831714	0.887884	1	1	0	1	0	2	2
18	12	Female	Hispanic	1	HS	Public	Rural	68.331789	77.513992	83.113865	3.215458	0.9063	0.878308	1	1	0	0	0	4	2
16	11	Female	Hispanic	4	<HS	Public	Suburban	82.332652	76.722354	80.63442	3.426941	0.937538	1.194213	1	0	0	0	0	3	5
15	10	Male	White	3	SomeCollege	Public	Suburban	77.128583	65.764351	65.863771	3.375106	0.847964	1.177025	1	1	0	0	0	2	2
17	12	Male	Hispanic	4	Bachelors+	Private	Suburban	80.583027	73.950898	67.415151	2.990161	0.90286	0.81357	1	1	1	0	0	1	3
17	12	Male	Hispanic	3	HS	Public	Town	61.645321	66.256639	69.58197	2.855424	0.843333	0.617905	1	1	0	0	0	5	4
14	9	Female	White	1	HS	Public	Suburban	82.592624	82.471876	86.108903	2.892069	0.951466	1.128357	1	1	0	1	0	3	2
18	12	Female	Black	1	HS	Public	City	71.080043	71.036746	70.421676	2.601434	0.847289	1.177886	1	1	0	1	0	4	2
14	9	Male	Hispanic	4	HS	Public	Suburban	77.715944	64.508841	66.2449	2.778282	0.861455	0.949134	1	1	0	0	0	4	1
14	9	Female	White	3	SomeCollege	Public	Suburban	76.666846	70.335415	76.74502	2.874391	0.874259	0.584198	1	1	0	0	0	5	2
17	12	Female	Hispanic	1	<HS	Public	City	64.908244	65.675094	84.168608	2.772919	0.890881	0.269656	1	0	0	0	0	3	3
16	11	Female	White	1	HS	Public	Town	83.9405	80.354139	84.978099	3.079689	0.923002	1.008909	1	1	0	0	0	1	2
18	12	Female	Hispanic	4	Bachelors+	Public	Rural	78.932015	82.078404	78.624931	3.542494	0.898894	1.138203	1	0	0	1	0	4	1
14	9	Female	Hispanic	3	Bachelors+	Public	Suburban	77.741395	78.344049	64.28895	2.880268	0.919063	0.917858	1	1	0	0	0	3	2
15	10	Female	Hispanic	3	SomeCollege	Public	Rural	72.98717	71.320485	66.705161	3.291035	0.861544	0.916208	1	0	0	1	0	3	2
17	12	Female	Black	2	Bachelors+	Public	Suburban	77.717618	86.162045	74.117079	3.124254	0.928618	1.021682	1	1	0	1	0	3	1
16	11	Male	Two-or-more	2	<HS	Public	Suburban	79.654878	82.139011	84.043484	3.466829	0.920742	1.186781	1	0	0	0	0	3	2
16	11	Female	Other	3	SomeCollege	Public	Suburban	81.886168	80.699151	89.501519	3.138329	0.949979	1.548707	1	0	0	1	0	1	3
17	12	Female	Black	1	<HS	Public	Suburban	84.904325	87.604984	88.687854	3.472796	0.982751	1.180155	1	1	0	0	0	3	3
16	11	Female	Black	4	Bachelors+	Private	Suburban	64.38045	76.213345	83.01354	2.63877	0.909079	1.1985	1	0	0	1	0	2	3
14	9	Male	Black	3	SomeCollege	Public	City	78.78204	83.900388	81.234969	3.264757	0.961003	1.247322	0	1	0	0	0	4	3
16	11	Female	Two-or-more	2	HS	Public	Rural	67.569716	71.66044	64.353234	3.091861	0.856922	1.148999	1	1	1	0	0	3	1
17	12	Male	White	3	<HS	Private	Suburban	74.194516	72.05349	77.245927	3.282246	0.909149	0.809608	1	1	0	0	0	5	4
16	11	Female	Hispanic	4	SomeCollege	Public	Rural	59.956935	59.036607	59.221622	2.126506	0.847724	0.991129	1	1	1	0	0	2	1
16	11	Female	Black	3	HS	Public	City	53.781726	60.035896	66.935553	2.381005	0.86568	0.522684	1	0	0	1	0	3	2
17	12	Male	White	4	Bachelors+	Private	Suburban	64.36386	68.95691	79.399157	3.450679	0.915541	0.799618	1	0	0	0	0	1	3
16	11	Male	Hispanic	3	SomeCollege	Public	Suburban	80.854242	75.34653	73.015184	2.809959	0.931227	0.860547	1	1	0	0	0	2	1
15	10	Male	Black	1	<HS	Public	Suburban	79.365918	81.673621	79.568609	2.950253	0.93679	1.014946	1	0	0	0	0	2	1
18	12	Female	Hispanic	4	Bachelors+	Public	Suburban	95.152546	94.991021	85.844909	3.388522	1	1.299766	1	1	0	1	1	1	3
15	10	Female	White	2	SomeCollege	Public	Suburban	84.914041	73.714204	79.67888	3.072248	0.912686	1.316963	1	1	0	1	0	3	3
17	12	Female	White	2	HS	Public	Suburban	82.200203	69.155347	69.052038	2.465711	0.87047	1.414231	1	0	0	1	0	3	2
15	10	Female	White	3	HS	Public	City	71.836271	71.957843	69.530532	2.504423	0.902072	1.117124	1	1	0	1	1	4	3
16	11	Female	White	3	HS	Private	Rural	76.57918	78.796925	83.430123	3.534828	0.924526	0.5535	1	0	0	0	1	3	1
17	12	Female	Hispanic	3	<HS	Public	Suburban	92.052263	79.901301	82.606857	3.554788	0.939733	0.989235	1	0	0	0	0	3	2
15	10	Male	Black	1	HS	Public	City	86.926779	87.768593	85.88255	3.172682	0.960254	0.704563	1	1	1	0	0	4	3
15	10	Male	White	3	SomeCollege	Public	Rural	76.68296	82.098463	82.489085	3.28231	0.932012	1.533483	1	1	0	0	0	2	3
17	12	Female	White	2	HS	Public	City	74.660109	68.240827	75.87203	2.749336	0.893059	0.599237	1	0	0	1	0	3	1
16	11	Male	White	2	SomeCollege	Public	City	68.665428	83.165906	79.395441	2.628092	0.928777	0.519601	1	0	0	1	1	4	3
15	10	Female	Black	3	SomeCollege	Public	Suburban	61.452364	62.131068	55.266325	2.794259	0.838037	1.119215	1	1	0	0	0	4	3
14	9	Female	Hispanic	2	HS	Public	City	87.158556	83.637388	81.113152	3.491753	0.924169	1.173018	1	1	1	1	0	3	2
14	9	Male	Hispanic	1	HS	Public	Suburban	76.290939	73.473797	81.597734	2.845145	0.907223	0.510906	1	1	0	1	0	3	1
18	12	Female	Black	3	Bachelors+	Private	Town	80.917537	85.226267	74.806182	3.23653	0.907973	1.1059	1	1	0	0	0	4	1
16	11	Female	Hispanic	1	<HS	Public	Suburban	63.769665	65.383785	58.715135	2.432197	0.82286	0.478721	1	1	0	0	0	3	1
17	12	Male	White	4	Bachelors+	Public	Suburban	79.478437	84.393701	79.585904	3.353386	0.898909	0.701184	1	1	0	1	1	3	1
15	10	Female	White	3	SomeCollege	Private	Town	67.106431	66.348784	62.806108	2.46048	0.849548	1.420587	1	1	1	0	0	3	3
14	9	Male	White	3	SomeCollege	Public	City	78.045655	89.4605	88.34055	3.826118	0.970525	0.806452	0	0	0	0	0	3	2
18	12	Female	White	2	HS	Public	City	76.146994	88.86468	77.224366	3.432388	0.957851	0.746537	0	1	1	0	0	2	3
18	12	Male	White	1	<HS	Public	Rural	77.150327	69.77923	79.095169	3.561074	0.898176	1.008243	0	1	0	0	1	5	3
18	12	Male	Two-or-more	3	<HS	Public	Town	89.139412	89.942298	84.481871	3.441434	0.935157	1.463792	1	1	1	0	1	2	2
14	9	Male	White	1	<HS	Public	Suburban	57.687604	61.363989	57.707566	2.456515	0.812961	0.922783	0	1	1	0	0	4	3
18	12	Female	Hispanic	4	Bachelors+	Private	City	79.484306	78.074962	77.005895	3.34493	0.937202	1.068052	1	1	0	1	0	3	2
14	9	Female	Hispanic	4	HS	Public	City	87.253773	83.99576	85.31513	2.789605	0.94994	1.003598	1	1	0	0	0	2	3
14	9	Female	White	2	SomeCollege	Private	Suburban	60.165279	60.613981	57.052097	2.314727	0.833389	0.701793	0	1	0	0	0	2	1
18	12	Female	White	1	<HS	Public	Rural	81.204801	70.798536	76.425671	2.957635	0.901376	0.57253	1	1	0	1	0	2	1
15	10	Male	Black	1	<HS	Public	City	64.611104	62.74056	59.487585	1.506523	0.820373	0.60295	1	0	0	0	0	4	2
15	10	Female	White	3	SomeCollege	Public	Rural	76.483541	77.473091	75.363345	3.319919	0.863688	0.693284	1	1	1	0	0	1	1
15	10	Female	Two-or-more	4	SomeCollege	Private	Rural	61.930378	70.841778	53.715457	2.619949	0.85491	0.690537	1	0	1	0	0	2	1
17	12	Female	White	3	Bachelors+	Public	Suburban	56.473289	67.108052	61.771472	2.477871	0.853626	0.749689	1	1	0	0	0	3	1
15	10	Male	White	4	HS	Public	Suburban	82.90843	79.241782	78.289171	2.960483	0.93734	1.341245	1	0	1	0	0	5	2
15	10	Male	White	2	HS	Public	Suburban	73.066352	60.668393	66.562754	2.7	0.854027	1.235326	1	0	1	1	0	3	2
16	11	Female	Black	3	Bachelors+	Public	Suburban	71.696417	68.969291	76.38275	3.156466	0.885023	1.18324	1	0	0	1	0	4	2
15	10	Female	Black	3	Bachelors+	Private	City	65.791439	65.124034	73.691462	2.361849	0.867571	0.220636	1	1	0	1	0	3	2
14	9	Female	Black	3	<HS	Public	Suburban	76.833499	85.293528	83.109669	3.161178	0.929557	1.628722	1	0	0	0	0	3	1
16	11	Female	Black	4	Bachelors+	Private	Town	72.319161	73.69635	83.074251	2.597933	0.889556	1.283173	1	0	1	1	0	2	1
14	9	Male	Two-or-more	4	SomeCollege	Private	Suburban	73.629319	82.471487	84.979411	2.984085	0.929137	0.509339	1	1	0	1	0	5	3
15	10	Male	Hispanic	2	SomeCollege	Public	City	62.785602	73.292019	76.677252	2.13638	0.900529	0.946225	1	0	1	1	0	4	3
18	12	Female	White	2	<HS	Public	Rural	72.692274	68.969224	67.946777	3.691216	0.879478	1.080857	0	1	0	0	0	3	3
15	10	Male	White	3	HS	Public	City	73.434305	78.6582	73.260359	2.877455	0.905256	0.810098	1	0	0	1	0	2	1
14	9	Male	White	4	HS	Public	Suburban	99.792914	99.830523	79.944032	4	0.996555	1.624966	1	0	1	0	0	3	3
14	9	Male	White	2	HS	Public	Suburban	74.54214	78.674917	74.41142	2.886824	0.884237	1.14868	0	0	0	0	0	2	1
17	12	Male	White	4	SomeCollege	Private	City	60.992538	58.755541	63.506381	2.516568	0.811342	0.449384	1	1	0	0	1	4	2
16	11	Male	Hispanic	1	HS	Public	Rural	70.484583	69.059305	69.034055	3.125968	0.862508	1.352168	0	1	0	0	0	4	2
14	9	Male	Hispanic	1	HS	Private	Suburban	88.171413	78.339259	81.026792	3.306862	0.94371	0.379351	1	1	1	0	0	1	2
15	10	Female	White	4	SomeCollege	Private	City	78.226111	77.023963	76.911074	2.962976	0.89578	1.680844	1	0	0	1	1	4	1
15	10	Female	White	3	SomeCollege	Public	Rural	68.643284	62.072799	52.26731	2.865327	0.849076	0.531223	1	0	0	1	0	3	3
18	12	Male	Black	2	HS	Public	Suburban	79.837	76.029113	64.826413	3.10566	0.919023	0.757112	0	0	0	0	0	4	3
17	12	Male	Asian	1	<HS	Public	Suburban	66.753757	80.851978	93.059431	3.147549	0.923482	1.052605	1	1	0	0	0	4	2
17	12	Female	White	4	SomeCollege	Public	Suburban	83.986268	81.500271	80.486062	3.294401	0.926695	1.923536	1	1	0	0	0	4	3
16	11	Female	Black	1	<HS	Public	City	62.711854	59.195287	53.820246	2.800668	0.81472	0.481647	1	1	0	1	1	4	3
16	11	Female	White	4	SomeCollege	Public	Rural	80.198537	75.179619	64.700339	3.136209	0.914795	0.641121	1	0	0	1	0	3	3
17	12	Female	White	1	<HS	Public	Suburban	75.227651	88.61662	74.327969	2.870433	0.931956	1.619835	1	1	1	1	0	5	1
14	9	Female	White	4	Bachelors+	Public	Suburban	61.522439	69.028749	66.907523	2.700857	0.851516	0.526253	1	0	0	0	0	2	3
14	9	Male	Other	4	Bachelors+	Public	Suburban	74.702707	68.070174	65.950598	2.562406	0.864606	0.542163	1	0	0	1	0	2	3
15	10	Male	White	1	<HS	Public	City	68.058914	73.426412	65.490805	2.690621	0.88177	1.091854	1	0	1	0	0	2	1
15	10	Female	Hispanic	2	Bachelors+	Private	Rural	91.64666	97.347542	92.061267	3.920667	0.993038	1.910782	1	0	1	0	0	3	1
14	9	Female	Black	1	SomeCollege	Public	Suburban	79.202892	87.031663	96.112206	3.95206	0.967062	1.505495	1	1	0	1	0	3	2
16	11	Male	Hispanic	3	HS	Public	City	78.229292	66.362567	70.831605	2.61347	0.902674	1.436972	1	0	0	1	1	3	2
17	12	Female	White	1	<HS	Public	Suburban	65.834307	66.495276	68.416772	2.379399	0.851621	1.29409	1	0	0	1	0	4	3
16	11	Male	White	2	HS	Public	City	87.748117	90.232924	88.637427	3.197086	0.978541	1.294737	0	0	0	1	1	4	2
18	12	Male	White	1	<HS	Public	City	92.678365	85.863782	87.04897	3.045298	0.959509	1.299225	1	0	1	0	1	3	2
16	11	Female	White	4	HS	Public	Suburban	58.838036	61.296867	59.020072	2.540966	0.83641	0.860859	1	1	0	1	0	3	1
18	12	Male	Hispanic	2	Bachelors+	Public	Suburban	73.281484	86.304966	86.315622	3.17805	0.95175	1.593058	1	1	0	1	0	4	4
18	12	Female	Hispanic	1	SomeCollege	Public	City	76.887723	70.003961	83.269968	3.062462	0.948948	0.9699	1	0	0	0	1	3	3
16	11	Male	Hispanic	3	Bachelors+	Public	Suburban	85.138115	90.525098	93.575077	3.28628	0.98239	1.040751	1	1	0	1	0	2	4
14	9	Male	White	1	<HS	Private	City	80.687392	81.788908	78.815063	3.256711	0.899065	1.539028	0	0	0	0	0	3	3
17	12	Female	White	3	<HS	Private	Suburban	65.05812	69.22602	57.739122	2.489872	0.839418	1.061455	1	1	0	1	0	1	3
16	11	Male	White	2	HS	Public	Rural	85.208955	85.997826	84.129144	3.388951	0.934965	1.098469	1	1	0	0	0	5	3
18	12	Female	Black	1	SomeCollege	Public	Town	71.804486	73.957582	85.357086	3.129699	0.925018	0.987138	1	0	0	0	0	3	2
15	10	Male	Black	3	SomeCollege	Public	Suburban	76.985696	71.407484	69.443982	2.927363	0.888531	1.022851	0	0	0	1	0	5	1

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