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	Female	Two-or-more	3	SomeCollege	Public	Suburban	68.956292	67.595371	63.030699	2.790108	0.833499	0.729138	1	0	0	1	0	4	3
17	12	Male	Asian	2	<HS	Public	Suburban	73.343287	74.541336	76.204099	3.939291	0.921357	1.025044	1	0	0	0	0	4	1
16	11	Male	Black	3	<HS	Public	City	77.803096	84.930725	79.658015	3.364018	0.919322	1.038611	1	1	0	0	0	5	3
16	11	Male	White	3	SomeCollege	Private	Suburban	93.813263	83.831174	80.854284	3.180011	0.983899	1.221644	1	1	1	0	0	2	1
14	9	Female	Black	1	HS	Public	City	77.847781	67.956641	84.884945	3.634172	0.916206	1.194543	1	0	0	1	0	2	2
16	11	Female	Black	3	SomeCollege	Private	Suburban	77.369086	78.563332	80.648483	3.334136	0.930187	0.469156	1	0	0	1	0	3	2
16	11	Female	Hispanic	1	HS	Public	City	83.159328	79.156507	93.95276	3.647028	0.940467	1.241993	1	1	0	0	0	3	2
18	12	Female	Two-or-more	3	SomeCollege	Public	City	69.914693	64.97183	68.771922	2.784525	0.871871	0.871463	1	0	0	1	1	3	2
14	9	Female	White	3	SomeCollege	Public	City	63.971711	60.342703	70.124041	2.127083	0.869167	0.732985	0	0	1	0	0	3	1
14	9	Female	Other	4	Bachelors+	Public	Suburban	66.508134	64.81309	75.790318	2.703202	0.861007	0.710362	1	0	1	1	0	1	1
16	11	Male	Hispanic	3	HS	Public	Suburban	60.665391	87.957994	68.798207	2.712884	0.895486	0.566217	1	0	0	0	1	4	2
14	9	Female	Hispanic	1	HS	Public	City	75.081866	73.230571	74.383328	2.496517	0.897895	1.101903	1	0	0	0	0	3	1
16	11	Female	Hispanic	1	<HS	Public	Town	82.170642	83.444734	83.310588	3.184762	0.949718	1.155753	0	1	0	0	1	2	3
18	12	Male	Hispanic	2	HS	Public	Suburban	63.597659	70.593132	85.932561	2.762015	0.855011	1.168187	1	1	0	0	1	4	2
17	12	Female	Hispanic	3	<HS	Public	City	93.383792	90.015978	82.529754	3.85318	0.983445	1.488159	1	0	0	0	0	3	2
17	12	Female	White	3	Bachelors+	Public	City	70.410026	71.355827	82.06548	3.604524	0.907508	1.066725	1	1	0	0	0	4	2
18	12	Male	Black	1	HS	Public	Suburban	75.118387	82.611288	79.167019	3.308298	0.916371	0.949853	1	0	0	0	0	1	3
15	10	Male	White	3	HS	Public	City	82.060662	82.896571	94.757013	3.59823	0.960554	1.561543	0	1	0	0	0	4	2
14	9	Male	White	3	SomeCollege	Public	Rural	63.875379	82.152316	65.715385	3.184771	0.889869	0.699333	1	1	0	1	1	1	1
14	9	Female	Hispanic	4	SomeCollege	Private	City	73.199324	70.392201	66.660074	2.624846	0.868982	0.787685	1	0	0	0	0	1	2
15	10	Male	Hispanic	1	HS	Public	Suburban	76.406392	78.489085	68.083356	3.33551	0.88955	0.791346	0	0	0	0	0	4	2
14	9	Male	Hispanic	2	HS	Private	Suburban	64.77236	72.342168	64.15076	2.485864	0.834244	1.02506	1	0	0	0	0	3	2
17	12	Female	White	3	Bachelors+	Public	Town	78.379199	68.511003	78.071882	3.242947	0.898142	0.8936	1	1	0	0	1	3	1
15	10	Female	White	4	Bachelors+	Public	Suburban	74.300903	72.786265	77.33456	2.433189	0.899637	1.610932	1	0	1	1	0	1	1
17	12	Female	White	3	SomeCollege	Private	Rural	66.398118	74.714765	71.371522	2.762738	0.88767	1.070402	1	1	0	0	0	5	2
15	10	Female	White	1	<HS	Public	Suburban	70.366118	65.40465	65.064647	2.578896	0.80882	1.229818	1	0	0	1	0	1	3
16	11	Female	White	4	SomeCollege	Public	Suburban	71.854162	73.187814	70.2701	2.757484	0.88391	0.871081	1	1	1	1	0	1	2
17	12	Male	Black	2	SomeCollege	Public	City	74.557672	73.974316	79.376419	2.924445	0.891208	1.48886	1	0	0	0	1	3	2
14	9	Female	Black	3	SomeCollege	Public	Suburban	68.823691	63.619905	67.095263	2.612171	0.83695	0.46379	1	1	0	0	0	1	3
18	12	Male	Black	1	<HS	Public	Suburban	81.782582	78.456402	75.198304	3.097715	0.947981	1.563805	1	1	0	0	0	3	1
15	10	Female	White	1	Bachelors+	Public	Suburban	82.242569	71.983416	88.741663	3.281098	0.936227	1.180835	1	0	1	1	0	1	1
15	10	Female	White	3	Bachelors+	Public	Suburban	83.872947	79.388287	83.947863	3.028727	0.944534	1.255622	1	1	0	0	0	2	3
16	11	Female	White	1	HS	Public	Suburban	78.509961	76.05043	73.439814	3.042885	0.926886	1.029977	1	1	0	1	1	2	2
17	12	Male	White	1	<HS	Public	Suburban	76.760768	75.040568	71.351616	2.783278	0.917371	0.995766	1	1	0	0	1	2	1
15	10	Male	Black	3	SomeCollege	Public	City	76.863959	74.278778	76.222845	2.859454	0.920258	0.855093	1	1	0	0	0	5	5
17	12	Male	White	4	HS	Public	Suburban	67.250389	73.597235	70.590128	3.000658	0.879088	1.004407	1	1	0	0	1	2	2
14	9	Female	Hispanic	4	HS	Public	City	77.405839	73.259784	79.301508	2.931565	0.880176	1.347972	1	1	0	0	0	4	2
15	10	Male	Hispanic	4	SomeCollege	Private	Suburban	69.549876	69.155882	68.444881	1.930965	0.836175	0.489324	1	0	0	0	0	2	2
17	12	Male	White	1	<HS	Public	Rural	85.106688	88.072516	87.466023	3.90478	0.958575	1.472122	0	0	0	1	0	2	2
16	11	Male	Hispanic	2	HS	Public	City	63.035027	66.484602	62.791634	2.249596	0.834883	1.129753	1	1	0	0	0	3	2
15	10	Female	Black	3	<HS	Public	Rural	71.962225	76.625474	86.869354	3.286408	0.928654	0.50505	1	1	0	1	0	1	2
18	12	Male	Hispanic	1	<HS	Public	Rural	68.626824	75.208417	68.614123	2.594735	0.88908	1.132904	1	0	0	0	0	4	1
16	11	Male	White	3	SomeCollege	Public	Suburban	73.828044	78.895227	75.705642	3.680464	0.915332	1.013017	1	0	0	1	0	5	3
18	12	Male	Hispanic	4	Bachelors+	Public	Suburban	67.594381	74.273862	72.841695	2.891578	0.88763	0.994956	1	1	0	1	0	4	2
14	9	Female	Two-or-more	2	HS	Public	Suburban	79.937968	83.499292	86.248901	2.853512	0.925805	0.477587	1	1	0	0	0	2	3
18	12	Female	Asian	3	HS	Private	Suburban	84.753956	59.986798	75.619628	2.829235	0.918533	1.178774	1	1	0	0	1	3	1
14	9	Female	Hispanic	3	Bachelors+	Public	City	89.833884	77.882249	83.346844	3.050787	0.989287	1.011924	0	1	1	1	0	3	2
18	12	Male	Hispanic	1	HS	Public	Suburban	72.672561	78.780567	72.636669	3.294038	0.834639	1.253891	1	1	0	1	1	3	2
14	9	Female	Hispanic	4	SomeCollege	Public	Town	73.027313	67.506559	69.233162	2.849797	0.899148	0.952295	1	1	0	0	0	4	1
14	9	Female	Black	1	HS	Public	Town	76.676665	82.32332	76.68725	2.848035	0.890528	1.328288	1	1	0	0	0	4	1
15	10	Male	Hispanic	3	SomeCollege	Public	City	65.371464	70.610569	70.186662	3.066664	0.848401	0.689654	0	0	1	1	0	3	2
17	12	Female	Hispanic	1	HS	Public	City	77.866695	73.821748	69.776909	2.787733	0.910481	1.343456	1	1	0	1	0	5	2
15	10	Male	White	1	HS	Public	City	82.691736	81.525716	84.663542	2.870966	0.939637	1.02658	1	0	0	0	0	4	2
14	9	Male	Black	2	HS	Public	Suburban	71.81407	72.473889	65.337404	3.338708	0.874679	0.126816	1	0	0	0	0	5	2
14	9	Female	Two-or-more	1	HS	Public	Suburban	75.147401	62.219817	71.545058	2.414054	0.864483	0.733674	0	1	0	1	0	3	4
17	12	Female	Hispanic	3	Bachelors+	Private	Rural	71.469286	69.823158	65.075591	2.730545	0.854829	1.104971	1	0	1	0	0	5	3
14	9	Female	White	3	HS	Public	Suburban	88.522946	76.820545	87.737526	3.060627	0.942687	1.367588	1	0	0	1	0	3	2
15	10	Female	Hispanic	2	HS	Public	Suburban	67.697757	78.810756	82.16088	3.010629	0.936273	1.233292	1	1	0	1	0	2	4
17	12	Male	White	1	<HS	Public	Rural	64.698083	72.72214	73.274994	2.82686	0.896987	0.908231	1	0	0	0	0	2	2
14	9	Male	Hispanic	1	<HS	Private	Town	82.920919	79.006169	75.209196	3.288625	0.941253	0.865598	1	1	0	0	1	2	2
17	12	Male	White	2	SomeCollege	Private	City	94.938512	96.907444	87.324009	3.724272	0.994113	1.294407	0	0	0	1	0	3	2
14	9	Male	White	3	SomeCollege	Public	City	62.672319	64.036617	62.376392	2.944222	0.85937	0.520206	1	1	1	1	0	4	1
14	9	Female	White	4	Bachelors+	Public	City	86.410668	75.361343	78.542772	2.748644	0.975362	1.004406	1	1	0	1	0	3	3
16	11	Male	Black	4	SomeCollege	Public	Suburban	70.229765	69.149361	68.183018	2.981543	0.874696	0.802945	1	1	0	1	1	3	1
14	9	Female	Two-or-more	4	HS	Public	Suburban	79.63341	70.081801	75.922965	2.928879	0.922325	1.411074	1	0	0	0	0	3	1
14	9	Male	White	3	HS	Public	Suburban	61.87855	62.65128	70.844493	2.763237	0.867018	0.760183	1	0	0	1	0	4	1
17	12	Male	Black	4	SomeCollege	Public	Suburban	62.766305	61.791316	59.576065	1.736743	0.832863	0.68132	1	1	0	0	0	1	4
18	12	Male	Hispanic	1	<HS	Public	City	68.701016	62.028511	59.563417	2.40484	0.852974	0.453101	1	0	0	0	1	3	3
15	10	Male	Hispanic	3	Bachelors+	Public	City	69.527986	56.633056	57.626294	2.447497	0.835255	0.985662	1	0	0	1	1	5	1
16	11	Male	Black	2	HS	Public	City	92.514312	92.064558	78.921755	3.331612	0.978555	1.310504	1	1	0	1	1	3	3
16	11	Male	Hispanic	4	Bachelors+	Public	Town	85.871138	73.894907	84.065603	3.051147	0.913421	0.881063	1	1	0	1	0	4	4
14	9	Female	White	2	<HS	Public	City	81.895853	72.916956	75.359822	3.204451	0.869282	1.227247	1	0	0	0	0	4	1
18	12	Male	Asian	2	HS	Private	City	72.177279	69.075583	75.241789	2.729075	0.87618	0.361985	1	0	1	0	0	3	3
18	12	Male	Hispanic	4	HS	Public	Suburban	90.026664	91.362162	85.330865	3.124006	0.982345	0.980928	1	0	1	0	0	4	2
17	12	Male	Asian	1	SomeCollege	Public	Town	88.950221	86.797439	80.815083	3.33802	0.95474	0.929749	1	1	0	1	0	3	2
17	12	Male	Two-or-more	4	SomeCollege	Private	Suburban	77.983526	71.767636	69.928052	2.749931	0.899658	0.892532	1	1	0	1	0	2	4
14	9	Male	White	1	<HS	Public	Rural	75.368003	81.81395	68.965137	2.592075	0.897934	0.385486	0	0	0	0	0	4	1
16	11	Female	Black	1	Bachelors+	Public	Rural	86.945534	92.130489	93.956959	3.992122	0.981727	1.436081	1	1	0	1	0	2	1
15	10	Male	White	1	<HS	Private	Suburban	86.292231	80.159062	77.840365	2.757284	0.931777	0.892684	0	1	0	0	0	4	2
14	9	Female	Hispanic	2	Bachelors+	Public	Suburban	80.125006	82.245367	76.934623	3.39007	0.959241	0.375858	1	0	0	1	0	3	1
17	12	Male	Black	2	HS	Public	Rural	69.57561	73.096329	89.551391	3.068636	0.93706	1.521085	1	0	0	0	0	3	1
14	9	Male	Black	4	Bachelors+	Public	Suburban	77.432858	79.985057	76.834636	3.695101	0.886485	1.233376	1	0	1	0	0	5	2
15	10	Male	Hispanic	1	<HS	Public	City	63.861458	50.812402	67.651377	2.302532	0.870997	0.412769	0	0	0	0	1	3	1
16	11	Female	Other	1	HS	Public	Suburban	83.720468	90.665094	86.624885	3.624679	0.992942	0.918626	0	1	0	0	0	1	4
14	9	Male	Hispanic	4	SomeCollege	Public	Town	72.749797	70.245899	70.258433	3.000805	0.880105	1.274624	1	1	0	0	0	2	1
18	12	Male	White	1	<HS	Public	Rural	84.485464	69.526818	81.532298	3.478121	0.936662	1.054563	0	1	0	1	0	1	4
17	12	Male	Hispanic	1	SomeCollege	Private	City	75.511655	77.413679	76.263602	2.906135	0.951877	0.978679	0	1	0	1	0	4	3
15	10	Male	White	3	HS	Private	City	85.412102	87.072088	73.294563	3.27365	0.949097	1.127373	1	1	0	0	0	1	4
17	12	Male	Black	1	SomeCollege	Public	Rural	71.666986	69.877332	60.309199	2.954111	0.841059	0.315129	1	1	1	0	1	4	3
17	12	Female	White	3	SomeCollege	Public	Suburban	76.110998	61.15544	67.289466	2.509529	0.885779	0.794132	1	0	0	0	0	2	1
14	9	Male	White	4	<HS	Public	Suburban	83.527607	73.605221	74.116253	3.457587	0.872473	1.525923	1	1	1	0	0	3	3
18	12	Male	Hispanic	1	HS	Public	Town	89.267158	80.712192	75.634708	3.298261	0.950657	1.424891	0	1	0	0	0	4	1
16	11	Male	White	1	<HS	Public	Suburban	71.675771	86.627023	79.843116	3.040885	0.930755	0.871302	1	0	0	1	0	4	3
17	12	Female	White	1	SomeCollege	Public	City	69.850415	64.610511	78.75971	2.815564	0.861385	0.720849	1	1	1	0	0	2	2
16	11	Male	Hispanic	3	SomeCollege	Public	Suburban	60.792945	45.936417	53.563707	1.925839	0.785552	0.765141	1	1	0	1	0	2	2
14	9	Male	Asian	4	HS	Public	Rural	64.715925	66.712657	76.447037	2.589726	0.924547	0.93949	1	0	0	1	0	1	3
17	12	Male	Hispanic	3	Bachelors+	Public	Town	53.449458	72.023519	45.480585	2.305361	0.804845	0.945633	1	1	0	1	0	4	2
18	12	Female	White	2	HS	Private	Suburban	81.765426	88.386178	85.858091	3.465606	0.952243	0.987819	1	1	0	0	0	2	3
14	9	Male	Hispanic	1	HS	Public	Rural	73.667537	77.525501	83.059801	3.141872	0.936117	0.52936	1	0	0	1	0	4	2
16	11	Male	White	3	HS	Private	Town	77.543538	68.912229	77.378792	3.428275	0.904827	0.796923	1	1	0	1	0	1	2

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