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
17	12	Female	Hispanic	2	<HS	Private	City	66.647198	68.730153	61.194946	2.297764	0.867011	0.249393	1	1	0	0	0	2	1
14	9	Male	Hispanic	4	SomeCollege	Public	Rural	64.260195	77.409521	70.164919	3.207392	0.865582	1.494676	1	1	0	1	0	3	1
15	10	Female	Hispanic	3	SomeCollege	Public	Suburban	83.819283	88.602483	75.090508	4	0.902022	0.537181	1	1	1	0	0	4	3
15	10	Male	Two-or-more	2	Bachelors+	Public	Suburban	91.473235	85.465367	77.793182	3.694942	0.957757	1.02713	1	0	0	1	0	4	2
18	12	Female	Hispanic	3	Bachelors+	Public	City	68.047528	71.50299	73.292883	2.70742	0.86581	1.163701	1	1	0	1	0	4	1
15	10	Male	Black	3	HS	Public	Town	72.592316	70.694869	67.967134	2.968727	0.881042	1.198176	1	0	0	1	0	4	3
15	10	Male	Hispanic	1	HS	Public	City	68.025353	60.986232	67.120896	2.035162	0.829151	0.773859	0	1	0	1	0	2	2
15	10	Female	Hispanic	1	HS	Public	Suburban	66.296906	72.897272	75.751598	2.955379	0.885958	0.765595	1	1	0	0	0	4	2
16	11	Female	White	1	<HS	Public	Suburban	91.949697	87.63156	85.855785	3.240225	0.962766	1.142557	1	0	0	0	0	3	3
18	12	Female	Black	3	Bachelors+	Public	City	57.018612	58.936331	61.620771	1.926673	0.812004	0.55299	1	1	0	0	0	3	2
18	12	Female	White	3	SomeCollege	Private	Suburban	81.341158	87.331829	75.717465	3.092483	0.91122	1.449795	1	1	0	1	0	2	1
15	10	Male	Hispanic	3	SomeCollege	Public	Town	86.534923	83.739516	85.380395	3.633312	0.944197	1.076798	1	1	0	0	0	3	4
17	12	Female	Black	2	Bachelors+	Public	Rural	80.102013	83.656373	79.325961	2.85014	0.956181	0.970015	1	1	0	1	0	2	3
17	12	Female	White	2	Bachelors+	Public	Rural	90.507274	97.118506	96.450602	3.742593	1	1.515125	0	1	0	0	0	3	3
16	11	Female	Black	3	<HS	Public	City	83.185414	77.768564	84.556883	3.214792	0.951039	0.980943	1	0	0	1	0	2	2
18	12	Female	Black	4	Bachelors+	Public	City	62.854162	61.391403	57.574509	2.636402	0.830485	0.863209	1	0	0	1	1	5	2
14	9	Male	Hispanic	1	<HS	Public	Suburban	67.804945	77.014657	66.198067	3.039646	0.897027	0.823881	0	0	0	0	0	2	1
15	10	Female	Hispanic	1	HS	Public	Suburban	74.481088	74.32145	72.097111	2.935835	0.895877	1.138886	1	0	0	1	0	3	1
17	12	Female	Black	3	SomeCollege	Private	Town	64.302112	76.65972	71.134584	3.176322	0.864528	1.287312	1	1	0	1	1	3	2
14	9	Female	White	2	<HS	Public	Suburban	89.830965	90.830116	81.884264	3.559388	0.936332	1.646352	0	1	0	0	0	3	2
15	10	Male	Black	3	HS	Private	Suburban	76.710135	73.578997	70.875326	2.302307	0.891721	1.141428	1	1	0	0	0	3	2
14	9	Male	Hispanic	3	Bachelors+	Private	Suburban	72.909403	65.174638	73.092007	2.905185	0.862397	1.18888	0	0	0	0	0	3	2
16	11	Male	White	2	<HS	Public	City	74.868706	76.579779	73.229568	2.205851	0.865784	0.824482	1	1	0	0	1	1	1
14	9	Female	White	2	<HS	Public	Suburban	58.246303	62.40089	69.892444	2.623611	0.872515	0.702259	1	1	0	1	0	2	2
14	9	Female	Hispanic	4	<HS	Public	Suburban	85.77489	96.102774	82.689172	3.772184	1	1.209321	1	1	1	0	0	4	2
14	9	Male	White	4	SomeCollege	Private	Suburban	72.115209	70.717677	66.896722	3.249931	0.884023	1.015296	1	0	1	0	0	5	3
14	9	Female	Black	4	Bachelors+	Public	City	52.918768	52.189079	50.588999	2.220233	0.786168	0.521656	1	1	0	1	0	3	1
14	9	Female	White	1	HS	Public	Suburban	62.492703	74.038686	78.256234	3.077114	0.875555	1.015638	1	0	0	1	0	5	2
17	12	Male	Hispanic	3	<HS	Public	City	60.928301	69.735268	72.710088	3.016152	0.874563	1.284859	1	1	0	1	0	3	1
15	10	Male	White	1	<HS	Public	Suburban	68.685652	71.948835	68.509506	2.582941	0.875468	0.587489	1	1	0	0	0	2	2
17	12	Female	White	4	SomeCollege	Public	Suburban	83.736435	86.645162	81.255209	3.502116	0.90509	1.310571	1	1	0	0	0	4	2
15	10	Female	White	4	SomeCollege	Public	Suburban	72.741017	66.692003	65.287028	2.026671	0.873969	1.223771	1	1	0	1	0	5	2
15	10	Male	White	3	Bachelors+	Public	Suburban	75.587713	73.091735	75.703857	2.869722	0.882692	0.64716	1	0	0	1	0	2	3
15	10	Female	White	1	HS	Public	Suburban	75.563345	71.31423	74.900403	2.788694	0.890583	0.899658	0	1	1	0	1	5	1
18	12	Female	Black	3	<HS	Public	Suburban	58.829851	66.742675	61.388553	2.487932	0.824325	0.947144	1	1	0	1	0	2	1
14	9	Female	Hispanic	1	HS	Public	City	84.977129	85.666335	76.350199	3.485483	0.961247	1.034963	1	0	0	0	0	5	2
17	12	Female	Hispanic	3	<HS	Public	Rural	62.867646	65.577819	63.05579	2.55575	0.824126	0.889854	1	1	0	0	0	3	2
15	10	Female	Hispanic	3	SomeCollege	Public	Town	80.848393	83.268121	87.042859	3.558133	0.957869	1.407947	1	0	0	0	1	3	2
18	12	Female	White	3	SomeCollege	Public	Suburban	74.618769	74.526374	76.916066	3.545013	0.891007	1.111437	1	1	0	0	0	4	2
15	10	Female	White	4	Bachelors+	Public	Suburban	73.433382	76.355543	70.258606	3.164846	0.878365	1.404575	1	1	0	1	0	1	2
16	11	Male	White	1	SomeCollege	Public	City	67.01068	58.09489	53.836064	1.967151	0.798943	0.384315	1	1	1	0	0	3	2
16	11	Male	Other	4	Bachelors+	Public	Suburban	53.296037	52.767602	60.349012	2.408132	0.793652	0.708655	1	0	0	0	0	5	3
15	10	Male	Two-or-more	1	SomeCollege	Public	Suburban	78.428365	83.417951	71.23009	2.933776	0.927837	1.559479	0	1	0	1	1	2	3
14	9	Male	White	4	HS	Public	Rural	63.77005	77.845835	65.407094	3.031643	0.904507	0.555758	1	0	0	0	0	2	3
17	12	Male	Hispanic	3	SomeCollege	Private	Suburban	81.71159	80.32244	74.451908	3.407412	0.942099	0.608739	1	1	0	0	0	5	2
16	11	Male	Black	2	SomeCollege	Private	City	72.386944	74.196634	72.967297	3.045472	0.897926	1.019423	0	0	1	0	0	3	1
18	12	Male	Other	1	<HS	Public	Suburban	66.840385	78.761045	77.095285	3.06874	0.88571	0.762192	1	1	0	0	0	3	3
16	11	Female	White	4	Bachelors+	Public	Suburban	57.411422	70.302316	70.609233	2.767608	0.844557	0.91476	1	1	0	0	0	4	1
14	9	Female	Black	2	<HS	Public	Suburban	46.818378	67.136672	61.596425	2.44571	0.829936	0.513442	0	0	0	0	0	3	1
16	11	Female	Hispanic	4	SomeCollege	Public	Suburban	43.933653	51.623005	44.437477	1.627654	0.76468	0.531611	1	1	0	0	1	2	1
17	12	Female	White	1	HS	Public	City	82.616682	80.133204	94.725038	3.101526	0.949185	0.659242	1	0	0	1	0	2	3
15	10	Female	Black	4	SomeCollege	Public	Suburban	80.004409	83.941244	86.921901	3.500246	0.939406	1.545669	1	1	0	0	0	2	3
14	9	Male	White	4	Bachelors+	Public	Suburban	72.282985	86.038079	96.278372	2.916128	0.968475	0.458631	1	0	0	0	0	3	3
15	10	Male	White	3	SomeCollege	Public	Suburban	81.973829	92.080655	76.404562	3.095822	0.939125	0.725292	1	1	0	1	0	2	3
14	9	Male	White	2	Bachelors+	Public	City	77.123479	76.736818	75.177661	2.982747	0.914497	0.919132	1	0	0	0	0	4	3
16	11	Male	Hispanic	3	SomeCollege	Public	Town	80.233623	77.036969	75.517948	3.308454	0.893545	1.472212	0	0	0	0	1	4	2
16	11	Male	White	2	<HS	Public	Suburban	85.586713	87.474689	87.332284	3.331913	0.976554	0.808314	1	1	0	0	0	2	4
18	12	Female	White	2	HS	Private	Suburban	74.487333	76.175331	80.069256	2.912417	0.922285	0.6854	1	0	0	0	1	4	2
16	11	Female	White	1	HS	Public	Suburban	79.058767	80.030723	76.877003	3.174365	0.923684	0.97392	1	1	0	0	1	2	2
15	10	Male	Other	4	Bachelors+	Public	Suburban	67.556714	65.632698	76.421638	2.115784	0.860213	1.146583	1	1	0	0	0	5	2
16	11	Male	Hispanic	4	SomeCollege	Private	City	69.081833	68.583621	64.360596	2.968156	0.858096	0.713218	1	0	0	0	0	3	2
15	10	Female	Hispanic	3	SomeCollege	Public	Town	51.861522	54.381626	57.01589	2.200682	0.785361	0.639883	1	1	0	1	0	2	3
14	9	Female	Hispanic	3	SomeCollege	Public	City	88.961879	89.352939	85.384984	3.788608	0.954961	0.915562	1	1	0	1	0	4	3
16	11	Male	Two-or-more	2	Bachelors+	Public	Town	89.744103	83.579913	88.488587	3.906819	0.956176	1.568811	1	1	0	0	0	3	2
16	11	Female	Hispanic	4	SomeCollege	Private	Suburban	60.013551	66.749493	67.216632	2.140811	0.865722	0.350915	1	1	0	0	1	2	3
17	12	Male	White	3	HS	Public	Rural	74.917601	76.264429	80.659717	3.333588	0.892636	1.07426	0	1	1	0	0	3	1
16	11	Female	Black	1	HS	Public	City	59.521543	60.700933	58.024671	2.188108	0.832458	0.732097	0	1	0	0	0	4	3
15	10	Female	Hispanic	4	Bachelors+	Public	Suburban	87.553114	79.830627	90.645258	3.4151	0.953143	0.669813	1	1	0	1	0	1	1
17	12	Male	Other	3	Bachelors+	Public	Town	76.502714	73.104138	72.500175	3.096548	0.881609	0.676609	1	0	0	1	0	3	4
18	12	Female	Hispanic	4	SomeCollege	Public	Suburban	78.347644	93.455736	70.773186	3.363557	0.926753	1.368986	1	0	0	0	1	4	3
15	10	Female	Hispanic	1	HS	Public	City	93.362544	82.689485	90.122057	3.593922	0.976384	1.588401	1	0	1	1	0	4	2
16	11	Male	Black	2	HS	Public	City	70.775773	69.131726	72.947064	2.762818	0.891714	0.814824	1	0	1	1	0	1	1
18	12	Female	Hispanic	4	SomeCollege	Private	Suburban	71.339009	60.552381	65.215753	2.951746	0.861949	0.940233	1	1	0	1	0	2	2
14	9	Female	Hispanic	1	<HS	Public	Town	65.293748	68.930175	70.326779	2.999072	0.854867	0.93967	1	0	0	0	0	3	2
15	10	Male	White	2	HS	Public	City	65.612173	79.101522	62.723002	3.059294	0.896116	0.476555	1	1	0	0	0	3	3
18	12	Female	White	1	HS	Public	City	57.872692	64.764659	65.773525	2.115747	0.856645	0.356285	0	1	0	1	1	1	2
16	11	Male	Hispanic	3	Bachelors+	Private	Suburban	92.899148	79.169959	82.109793	4	0.942096	1.036902	1	0	0	1	0	3	2
14	9	Female	Hispanic	1	HS	Private	Suburban	90.188695	87.138002	76.769545	2.952252	0.957376	1.133349	1	1	0	0	0	1	4
18	12	Male	White	2	SomeCollege	Public	Rural	65.861398	74.228601	69.689639	2.687666	0.87867	0.844803	1	1	0	0	0	1	2
15	10	Female	White	3	SomeCollege	Public	Town	65.177913	81.096004	71.180751	3.102473	0.863666	0.666041	0	1	0	0	0	4	3
14	9	Male	Hispanic	3	SomeCollege	Private	Rural	73.547247	70.990474	79.107542	2.513045	0.870262	0.75042	1	1	0	0	0	3	3
17	12	Female	Hispanic	1	HS	Public	City	76.842966	87.170224	74.476246	3.929871	0.897186	0.730943	0	1	0	0	0	3	2
18	12	Male	Hispanic	4	Bachelors+	Public	Suburban	96.513707	80.06829	73.148317	3.18241	0.934776	0.888943	1	1	1	1	1	2	2
17	12	Male	Hispanic	2	HS	Public	City	67.069042	66.364883	71.108515	2.380119	0.858299	1.093902	0	1	1	0	0	3	1
18	12	Male	Hispanic	4	Bachelors+	Private	City	83.700047	70.417129	72.688847	2.697391	0.896531	0.851385	1	0	0	1	0	3	2
17	12	Male	Hispanic	4	Bachelors+	Public	City	88.204419	79.467543	90.348191	2.957834	0.988723	0.725016	1	0	0	1	1	2	2
17	12	Female	White	4	SomeCollege	Public	Suburban	85.827747	90.053171	82.319767	3.10049	0.938716	0.996276	1	1	1	0	1	4	1
14	9	Male	Asian	2	HS	Public	Suburban	58.875955	63.212696	61.708612	2.369805	0.874184	0.331802	1	0	0	0	0	3	3
14	9	Female	Hispanic	4	SomeCollege	Public	Suburban	71.766624	74.489471	76.108102	2.085812	0.865122	0.65487	1	0	0	1	0	3	3
14	9	Female	Hispanic	3	SomeCollege	Public	City	63.107085	64.293011	79.037401	2.521569	0.869818	0.715192	1	1	0	1	0	4	4
15	10	Female	Hispanic	1	<HS	Public	Rural	90.085657	81.981614	80.625319	2.950964	0.981476	0.491831	0	1	0	0	1	3	1
17	12	Female	Hispanic	1	<HS	Public	Rural	88.318183	85.892037	70.889731	3.396923	0.923878	0.927512	0	1	1	0	1	4	2
17	12	Male	White	3	SomeCollege	Public	Suburban	73.94276	66.405217	75.184209	2.654279	0.86054	0.987815	1	1	1	0	1	3	2
15	10	Female	Black	4	HS	Private	Suburban	75.526485	85.138293	82.41054	3.291688	0.918168	0.922871	1	0	0	1	0	3	3
17	12	Female	Asian	2	SomeCollege	Public	Rural	74.667987	67.445353	72.432898	2.335381	0.868697	1.085905	1	1	0	1	1	3	1
15	10	Male	Other	3	SomeCollege	Public	Suburban	80.118335	68.053148	75.618148	3.654338	0.880874	1.515976	1	1	0	1	1	4	3
14	9	Male	Hispanic	2	SomeCollege	Public	Town	67.712329	59.895829	70.051637	2.605299	0.851731	0.752965	1	1	0	1	0	3	1
16	11	Male	White	4	SomeCollege	Public	Suburban	65.085556	66.702635	77.372698	3.196383	0.880634	0.586514	1	0	0	0	0	5	1
15	10	Male	Hispanic	2	<HS	Public	City	69.440185	80.227363	61.225959	2.974754	0.84715	1.088802	1	1	0	0	0	2	3
18	12	Female	White	1	HS	Public	Town	69.294525	72.602158	76.488402	3.465335	0.87784	1.039556	1	0	1	0	0	5	3

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