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
18	12	Female	Asian	4	HS	Public	Suburban	74.30413	68.84587	81.870077	2.670181	0.868067	0.709812	1	1	0	0	0	3	2
15	10	Male	White	1	HS	Public	Rural	75.5668	79.214969	69.259654	2.791252	0.870303	1.228375	1	0	0	0	0	2	1
17	12	Female	White	3	HS	Public	Town	49.392623	68.335949	70.22763	2.232133	0.859972	0.723838	1	0	0	1	0	3	3
16	11	Male	White	3	SomeCollege	Private	City	63.926363	72.773903	62.671278	2.907982	0.83092	0.854648	1	1	0	1	0	2	1
15	10	Male	Asian	2	HS	Public	City	83.838443	64.359649	70.95502	2.51107	0.904976	0.77913	1	1	0	0	0	3	1
15	10	Male	White	3	SomeCollege	Public	Rural	73.01386	77.058675	65.92489	2.396682	0.875497	1.493448	1	1	0	0	0	3	1
14	9	Male	Hispanic	1	<HS	Public	City	84.532709	93.894049	83.741904	3.583669	0.953375	1.485705	0	1	0	0	0	2	2
18	12	Female	Other	3	SomeCollege	Public	Town	65.085558	63.512789	75.400636	2.635082	0.82409	0.306055	1	1	1	0	0	2	1
14	9	Female	White	1	HS	Public	Suburban	64.461913	66.501354	55.568386	2.585622	0.831003	0.721307	0	1	0	1	0	3	2
14	9	Female	Asian	3	SomeCollege	Public	City	76.220399	69.060278	62.044149	2.879299	0.870288	0.907787	0	1	0	0	0	1	2
18	12	Female	Black	1	SomeCollege	Public	Rural	77.493186	78.206905	75.054386	3.297809	0.921457	1.503329	0	1	1	1	0	3	2
17	12	Male	Hispanic	4	SomeCollege	Public	City	60.766683	64.197273	56.377663	2.34281	0.83354	0.621426	1	1	0	1	1	1	1
16	11	Male	Black	1	HS	Private	Suburban	83.382311	93.139202	81.4837	3.417854	0.956741	1.266977	1	1	0	0	1	3	2
14	9	Male	Black	3	SomeCollege	Public	Suburban	100	93.968571	92.160011	3.455462	0.993604	1.753786	1	0	0	0	0	2	1
14	9	Male	Hispanic	2	HS	Public	City	84.021015	70.197161	70.608847	3.348676	0.894239	0.638197	0	1	0	1	0	5	2
15	10	Male	Hispanic	3	HS	Private	Suburban	68.106095	75.286855	78.75689	3.280119	0.882245	1.382102	1	1	0	0	0	4	2
18	12	Male	White	2	HS	Public	Suburban	72.558073	77.249581	81.860315	3.242359	0.890783	0.99477	0	0	0	0	1	2	2
16	11	Female	Two-or-more	1	SomeCollege	Private	Suburban	79.661208	72.287999	68.965845	2.684939	0.908907	1.610878	1	1	0	0	0	4	3
15	10	Female	White	3	Bachelors+	Public	Rural	89.773666	74.564527	77.111902	3.209135	0.930966	1.216849	1	1	0	1	0	3	1
17	12	Female	White	3	Bachelors+	Public	Suburban	64.969945	68.423541	63.221615	2.494229	0.867741	0.8609	1	1	0	1	0	4	3
15	10	Female	White	3	SomeCollege	Public	City	83.17458	75.508252	78.268032	3.187118	0.928587	0.783022	1	1	0	1	0	2	2
16	11	Female	White	1	HS	Public	City	88.113559	77.503334	87.942633	3.370821	0.934667	1.212416	0	0	1	0	0	3	2
15	10	Female	White	3	SomeCollege	Public	City	55.163	63.157581	57.264265	2.200483	0.805238	0.143286	1	0	0	0	0	3	3
18	12	Male	White	1	HS	Public	Rural	78.382439	65.939391	65.83776	2.719581	0.856672	1.180522	1	1	0	0	0	2	2
17	12	Female	Hispanic	3	SomeCollege	Public	City	68.280299	73.300535	64.455115	2.381818	0.844633	0.826505	0	0	0	0	1	3	2
14	9	Male	White	4	Bachelors+	Private	Town	60.163719	64.435065	55.823507	1.594387	0.814053	1.141399	1	1	0	0	0	2	3
15	10	Male	White	3	SomeCollege	Public	Rural	82.779709	73.259192	76.71698	3.429198	0.932091	1.363641	1	0	0	0	0	3	2
18	12	Female	Hispanic	1	<HS	Public	Suburban	78.725985	85.485994	88.324219	3.188456	0.93788	0.746357	1	0	0	0	0	3	4
16	11	Male	Black	3	<HS	Public	Rural	71.537651	73.45568	73.398054	2.608722	0.894384	0.868579	1	1	0	1	0	4	1
14	9	Male	White	4	Bachelors+	Public	Suburban	71.50331	85.979475	73.793041	3.340696	0.919484	1.17673	1	0	0	0	0	2	3
15	10	Female	White	3	Bachelors+	Private	City	83.264081	84.473938	72.905148	2.828523	0.956059	1.000946	1	1	0	1	0	1	2
14	9	Female	Hispanic	3	<HS	Public	Suburban	77.038902	75.720651	84.054021	3.540804	0.899231	0.779715	1	1	0	0	0	3	2
17	12	Female	White	1	SomeCollege	Public	Suburban	76.985409	82.47278	79.986107	3.089305	0.955487	0.933641	1	0	0	0	0	2	2
17	12	Female	Hispanic	1	<HS	Public	Suburban	97.094234	93.971963	87.92293	3.887115	1	1.486481	0	0	1	1	0	3	1
14	9	Male	Black	3	Bachelors+	Public	City	84.774109	93.64799	73.607574	3.295123	0.95467	0.949491	1	0	0	1	0	4	3
16	11	Male	White	4	HS	Public	Suburban	80.398566	66.317985	71.027605	2.751081	0.871902	1.158223	1	0	0	1	0	3	3
17	12	Male	White	4	Bachelors+	Private	Suburban	74.850202	70.110766	74.461302	2.407552	0.906216	1.283381	1	0	0	0	0	4	3
15	10	Female	White	1	HS	Public	City	74.887961	75.665282	76.810424	3.394156	0.910097	0.713353	1	0	0	0	0	4	3
16	11	Male	White	2	<HS	Public	Suburban	81.925465	67.848645	83.535607	2.853081	0.922351	0.489058	0	1	0	0	0	2	1
18	12	Male	White	2	HS	Public	Suburban	85.856631	84.437577	79.77779	3.09252	0.975134	0.845931	0	0	0	1	1	3	3
18	12	Male	White	3	HS	Private	Town	48.910628	53.77015	49.71415	2.042538	0.788759	0.477929	1	0	0	0	1	4	2
18	12	Male	Black	4	SomeCollege	Public	Suburban	78.695105	84.866724	78.341376	3.161141	0.893582	1.047661	1	0	0	0	0	3	2
17	12	Female	Hispanic	2	HS	Public	Rural	68.671263	72.618707	78.247557	2.972222	0.860119	0.414135	1	1	0	0	0	3	1
18	12	Male	Hispanic	4	SomeCollege	Public	Suburban	63.631702	63.355469	71.731859	2.864173	0.880141	0.593623	1	0	0	0	0	4	3
15	10	Male	Hispanic	2	HS	Public	Suburban	68.561735	58.438525	58.505864	2.913589	0.862551	0.49109	0	1	0	0	0	2	2
18	12	Male	Asian	3	HS	Public	Suburban	77.522584	67.260879	75.736095	2.734929	0.905221	0.976062	1	1	0	0	0	3	3
15	10	Male	White	2	SomeCollege	Public	Suburban	81.819849	91.065856	82.316659	3.489419	0.937351	1.133065	1	0	0	0	0	3	3
14	9	Male	Hispanic	2	<HS	Public	City	89.908233	77.025494	85.756915	3.089201	0.951553	0.866734	1	0	0	1	1	4	1
15	10	Female	Hispanic	2	SomeCollege	Public	City	79.127944	78.113644	80.638524	2.923564	0.940258	0.639337	1	1	0	1	0	4	4
16	11	Male	White	2	HS	Public	Suburban	60.791044	67.271171	67.044799	2.852561	0.845404	0.344469	1	1	0	1	0	3	1
18	12	Male	Black	3	SomeCollege	Private	Suburban	77.020993	80.262378	79.021515	3.177765	0.932149	1.368434	0	0	0	1	0	3	1
17	12	Male	Hispanic	4	SomeCollege	Private	City	74.309175	69.861747	75.179764	3.008346	0.90705	0.470307	1	0	0	0	0	2	4
16	11	Male	Hispanic	3	SomeCollege	Public	City	96.304165	88.950084	90.648047	3.72144	0.965354	1.683818	1	1	1	1	0	3	1
16	11	Male	Black	2	SomeCollege	Public	Suburban	61.78923	65.930636	53.137561	2.42	0.866266	1.0025	1	1	1	0	0	2	2
16	11	Male	Black	3	SomeCollege	Private	Rural	78.459677	87.647781	86.820847	3.792793	0.935205	1.154918	1	1	1	1	0	3	5
15	10	Male	Hispanic	3	Bachelors+	Public	City	73.527779	76.510976	72.499518	3.257949	0.847794	0.758432	1	1	1	1	0	3	3
14	9	Female	Hispanic	1	<HS	Public	Town	70.516888	80.641644	78.42678	2.69689	0.858537	1.189657	1	1	0	0	0	2	3
18	12	Female	White	3	SomeCollege	Public	Rural	74.98015	62.75866	73.886963	3.781866	0.890636	0.471289	1	1	1	1	0	1	3
14	9	Female	Hispanic	1	<HS	Public	City	62.775891	76.673052	70.970712	2.383003	0.852523	1.314621	1	0	0	0	0	2	2
17	12	Female	Hispanic	3	SomeCollege	Public	Suburban	76.655869	72.102922	78.481161	2.946698	0.88436	0.890649	1	0	0	0	0	2	2
18	12	Female	White	1	HS	Public	Town	75.625449	71.764443	79.122893	2.690977	0.877758	1.07812	1	0	0	0	1	2	1
14	9	Female	Two-or-more	1	<HS	Private	Suburban	95.916041	100	98.843194	3.340611	1	1.85423	1	0	0	0	0	5	1
18	12	Female	Hispanic	1	HS	Public	City	80.375668	81.585462	83.206914	3.627604	0.950951	0.976128	1	1	1	0	0	5	3
16	11	Female	Hispanic	3	HS	Private	Suburban	75.647259	74.966266	82.880848	2.992053	0.899949	1.559638	1	0	0	0	0	3	1
14	9	Male	Hispanic	2	<HS	Public	Suburban	66.881831	80.393331	69.717058	3.040143	0.888176	0.748429	1	0	0	0	0	3	2
16	11	Female	Hispanic	2	HS	Private	Suburban	73.895681	77.984727	76.13408	2.681632	0.889657	0.804152	1	1	0	1	0	2	2
18	12	Male	Hispanic	1	SomeCollege	Public	City	81.291117	84.027811	77.482833	2.741066	0.951511	0.598204	1	0	0	1	1	3	2
14	9	Male	White	2	SomeCollege	Public	City	75.301626	70.839931	70.369964	2.851623	0.902706	1.229444	1	1	0	1	0	4	3
17	12	Female	Hispanic	4	<HS	Public	Rural	77.888393	73.653559	87.423713	3.43792	0.924855	1.061572	1	0	0	0	0	3	3
17	12	Female	White	4	SomeCollege	Private	Town	73.624022	69.395645	76.958291	3.397726	0.883936	0.670261	1	1	0	1	0	4	2
17	12	Female	Hispanic	2	Bachelors+	Public	City	77.71881	82.158135	75.670059	3.534711	0.899458	0.694916	1	1	0	1	0	4	1
18	12	Male	White	1	<HS	Public	Suburban	76.684112	76.698342	73.932325	2.74127	0.886373	1.096753	1	1	0	0	0	2	3
18	12	Female	Hispanic	3	HS	Public	Rural	64.37644	64.652934	60.142585	2.751311	0.866313	0.519236	1	1	0	0	0	3	4
17	12	Male	White	3	HS	Public	Suburban	76.483151	71.039522	73.093317	2.595584	0.894835	0.671703	1	1	1	0	0	2	2
15	10	Male	White	3	SomeCollege	Public	Suburban	63.761129	72.529482	62.766964	2.835415	0.866074	1.000854	1	1	0	1	1	2	2
17	12	Male	Hispanic	1	HS	Private	Suburban	81.87237	76.967581	75.18677	3.05281	0.879195	0.939483	1	1	0	0	0	5	3
14	9	Female	White	4	HS	Public	Rural	74.365051	75.501714	63.915	3.170662	0.86384	0.440018	1	1	0	1	0	3	1
15	10	Female	Hispanic	1	SomeCollege	Public	Rural	77.113292	75.718075	77.136495	3.200412	0.917837	1.143634	1	1	0	1	0	3	1
17	12	Male	Asian	2	Bachelors+	Public	Rural	71.228469	70.483595	72.097435	3.055466	0.902725	0.771666	1	0	0	1	0	3	2
18	12	Female	White	4	SomeCollege	Private	City	76.115191	82.379177	79.264082	3.291994	0.920116	0.816733	1	1	0	1	1	4	1
18	12	Male	White	4	SomeCollege	Private	Town	82.508842	82.875166	91.665625	2.933458	1	1.063306	1	0	0	1	1	1	2
14	9	Male	White	3	SomeCollege	Public	City	84.417677	87.378092	88.402331	3.625282	0.967232	0.44365	1	0	1	0	0	3	1
14	9	Female	Hispanic	2	Bachelors+	Public	Town	55.523519	61.401795	66.178091	2.978175	0.813121	0.55768	1	0	1	1	0	4	3
14	9	Female	White	3	HS	Public	City	64.908887	64.066028	70.223001	2.669157	0.854993	0.695773	0	0	0	1	0	3	2
17	12	Male	White	2	HS	Private	Rural	76.754957	72.097926	75.288281	3.153635	0.914549	0.70187	1	0	0	1	0	2	1
14	9	Female	Hispanic	4	SomeCollege	Public	Rural	77.178433	80.560766	76.179076	3.040145	0.927573	1.223377	1	0	0	0	0	3	1
17	12	Female	Hispanic	3	Bachelors+	Private	City	70.609816	77.570555	74.496281	3.234582	0.898493	1.848034	1	1	1	0	0	2	3
18	12	Female	Hispanic	4	SomeCollege	Private	Rural	56.106005	55.686343	55.073036	2.58298	0.849894	0.675412	1	0	1	0	0	4	1
15	10	Female	White	4	<HS	Public	City	67.551856	59.506199	60.157218	2.588588	0.797137	0.709938	1	0	0	1	0	2	3
16	11	Male	White	3	SomeCollege	Private	Town	79.503051	80.890716	91.381357	2.773769	0.968021	1.080995	1	1	1	0	0	3	3
17	12	Female	White	4	Bachelors+	Private	Rural	79.632696	73.199326	76.110085	3.330233	0.908054	0.89469	1	1	0	1	0	4	2
14	9	Male	Hispanic	1	SomeCollege	Public	Rural	65.557817	73.455444	69.512965	2.909875	0.851626	0.94122	0	0	1	1	1	3	2
15	10	Male	Black	1	<HS	Public	Town	66.501175	60.199843	76.384312	2.913204	0.886936	0.882048	1	0	1	1	1	3	1
15	10	Female	White	1	HS	Public	Suburban	64.160554	65.911805	54.40575	2.097984	0.83467	0.565904	0	0	0	0	0	4	2
14	9	Female	Hispanic	2	HS	Private	Rural	59.934754	64.393553	73.064748	2.417312	0.836026	0.82207	1	0	0	0	0	3	1
16	11	Female	White	4	Bachelors+	Public	City	79.808739	71.462182	77.565181	2.659862	0.942231	1.630414	1	0	1	0	0	3	3
16	11	Male	Black	3	SomeCollege	Public	Suburban	68.135292	63.903017	69.784597	2.319417	0.856908	0.834328	1	1	0	1	1	3	1
14	9	Male	White	1	HS	Public	Rural	67.697058	65.481672	76.666873	3.40496	0.861071	0.759992	1	1	0	0	0	4	3
15	10	Female	White	4	HS	Private	Town	63.511184	64.917474	67.034045	2.314448	0.838119	1.033493	1	1	0	0	0	4	2
18	12	Male	White	3	<HS	Public	City	70.241042	64.466947	67.039318	2.670836	0.856233	0.78221	1	1	1	0	0	4	3

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