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
16	11	Female	White	1	<HS	Public	Suburban	91.557159	99.775843	94.165576	4	1	1.663073	1	0	0	0	0	4	5
15	10	Female	White	3	HS	Private	Suburban	80.430862	82.715496	69.378743	3.18451	0.955952	1.124434	1	0	1	0	0	3	2
15	10	Female	Hispanic	3	SomeCollege	Public	Rural	73.029154	75.264685	79.875117	2.964436	0.918991	1.036623	1	0	0	1	0	4	1
14	9	Male	Hispanic	2	SomeCollege	Public	Rural	59.687907	60.932276	72.795192	3.392892	0.86549	0.409782	0	1	1	1	1	3	1
17	12	Female	Black	4	SomeCollege	Private	Suburban	50.436919	67.785561	59.995217	2.296741	0.832653	1.294385	1	0	1	0	1	2	2
18	12	Female	Hispanic	4	Bachelors+	Private	City	69.268031	62.271686	67.004676	2.51727	0.862007	0.843051	1	1	0	0	0	2	2
16	11	Female	Hispanic	4	Bachelors+	Public	Rural	65.377724	71.645241	75.79163	3.269528	0.895378	0.956265	1	1	0	1	1	1	3
16	11	Female	White	4	Bachelors+	Public	Town	66.896662	78.219982	68.686977	3.008003	0.874335	1.332236	1	0	0	1	0	2	2
17	12	Male	White	3	HS	Private	City	75.399919	63.549736	80.912342	2.994753	0.898584	0.756963	1	1	0	0	1	3	1
14	9	Female	White	2	SomeCollege	Public	City	62.965001	67.538425	66.33833	2.390157	0.851002	0.32091	0	0	0	0	0	2	1
17	12	Male	Two-or-more	2	<HS	Public	City	79.234341	75.357266	77.496591	3.484289	0.970248	0.747984	1	1	1	1	0	3	2
14	9	Female	Black	2	Bachelors+	Public	City	64.488326	68.118032	76.829538	2.537696	0.870373	0.857118	1	1	0	1	1	3	1
16	11	Female	Hispanic	1	<HS	Private	Suburban	82.530504	67.004537	64.736632	2.605371	0.874576	0.87185	1	1	0	1	0	3	3
18	12	Female	White	4	HS	Public	Suburban	68.830772	60.019458	64.294782	2.302772	0.826812	1.076946	1	0	0	1	0	4	2
17	12	Male	White	2	HS	Public	Rural	86.839037	66.435427	75.223803	3.494701	0.904993	1.339251	1	0	0	0	0	2	1
15	10	Female	White	2	HS	Public	City	63.31768	69.933722	61.475753	2.717045	0.844504	0.871517	0	1	0	1	0	3	3
15	10	Male	Hispanic	3	Bachelors+	Public	Rural	67.704888	78.018614	70.453428	2.63462	0.887578	0.317243	1	0	0	0	0	4	1
16	11	Male	White	3	Bachelors+	Public	Town	68.683379	66.062238	66.229922	3.095511	0.852424	1.254532	1	0	0	1	0	2	2
18	12	Female	White	1	HS	Public	Suburban	71.785174	72.791742	80.508514	2.936519	0.924427	0.869164	0	0	1	1	0	4	1
14	9	Male	White	4	Bachelors+	Public	City	63.273111	69.716075	69.805291	2.156985	0.853712	1.096022	1	1	0	1	0	3	1
15	10	Male	White	2	HS	Public	Rural	68.581029	72.642246	71.454393	3.230769	0.867057	0.358844	1	1	0	0	0	3	3
15	10	Male	Hispanic	1	HS	Public	Suburban	80.159743	88.940034	79.531626	3.659197	0.947686	1.155797	1	0	0	1	0	1	1
15	10	Female	Black	4	HS	Public	Rural	83.629397	82.141866	81.732894	3.011188	0.929972	1.247272	1	1	0	0	0	2	3
17	12	Male	Other	2	HS	Public	Suburban	85.515157	76.555215	91.577983	3.55294	0.942136	0.837546	1	0	0	1	0	4	2
18	12	Female	White	2	SomeCollege	Public	City	78.359984	84.932258	83.176924	3.360969	0.933319	1.43678	1	1	1	1	1	3	1
18	12	Female	Two-or-more	4	Bachelors+	Public	Rural	80.90699	78.773318	90.450349	3.118163	0.931098	1.676221	1	1	1	0	1	3	1
14	9	Male	Hispanic	3	SomeCollege	Public	Suburban	74.048938	70.477855	67.268595	1.921342	0.852261	1.523159	1	1	0	1	0	4	1
17	12	Female	Hispanic	1	<HS	Public	Rural	61.533833	64.65	65.649791	2.069119	0.862728	0.636014	1	0	0	1	0	2	1
14	9	Female	Hispanic	1	<HS	Public	City	87.284109	85.984993	85.440337	4	0.96943	1.044328	1	0	0	1	0	2	2
16	11	Female	Two-or-more	2	HS	Public	Suburban	68.684686	83.472021	83.497189	2.717176	0.911057	1.289769	1	1	0	0	0	3	3
15	10	Male	White	1	HS	Public	Rural	74.710941	80.496965	84.125653	2.676827	0.926725	0.947769	1	1	1	1	0	3	2
14	9	Male	Black	2	<HS	Private	Rural	74.527763	74.532752	80.487644	3.014861	0.941364	0.617937	0	0	0	0	0	3	3
18	12	Female	Hispanic	4	SomeCollege	Public	City	82.247624	83.084011	89.307126	4	0.955138	1.392852	1	1	1	0	0	2	2
15	10	Female	Other	2	<HS	Public	Rural	67.756508	73.071078	70.469241	2.55225	0.818313	1.123656	1	1	1	1	0	2	3
15	10	Female	White	1	<HS	Public	Rural	70.375983	64.620714	69.526672	2.788391	0.852531	0.839637	1	1	0	0	0	5	2
14	9	Female	White	3	HS	Public	City	80.610109	89.449199	88.575444	3.442212	0.947066	1.21443	1	1	0	1	0	1	2
15	10	Male	Hispanic	2	HS	Public	City	70.317457	81.711021	74.107506	3.000393	0.895777	0.544512	1	1	1	0	0	3	1
14	9	Female	White	3	SomeCollege	Public	Suburban	82.36056	85.703273	85.132166	3.131734	0.912809	0.675914	1	1	0	1	0	3	1
17	12	Male	Hispanic	4	Bachelors+	Public	Town	77.447889	78.169428	79.779328	2.992504	0.911563	1.297245	1	1	1	0	0	3	2
17	12	Male	Two-or-more	4	Bachelors+	Public	City	77.128175	64.562113	74.68854	3.045761	0.85371	0.789807	1	1	0	1	0	3	2
17	12	Female	Hispanic	4	SomeCollege	Public	Suburban	57.195305	60.421682	63.736671	2.532862	0.847656	0.647405	1	0	0	0	0	3	1
14	9	Male	White	4	Bachelors+	Public	Suburban	83.547544	98.080813	85.653852	2.991911	0.983135	1.425107	1	0	0	1	0	3	1
17	12	Female	White	1	HS	Public	Suburban	81.086158	84.474876	79.173517	3.447112	0.907496	0.85182	1	1	0	0	0	3	4
16	11	Female	Black	3	<HS	Public	Suburban	72.605932	65.091137	79.063553	3.127312	0.910348	1.173365	1	0	0	0	0	1	1
16	11	Male	Asian	1	<HS	Public	Town	69.440293	65.903336	78.170745	3.019688	0.853504	0.977783	1	0	0	1	0	2	2
14	9	Female	Hispanic	1	<HS	Public	Suburban	70.800758	70.028918	72.343066	2.944592	0.86457	1.081153	0	1	1	0	0	4	5
18	12	Female	White	1	SomeCollege	Public	Town	69.561008	62.666357	60.413403	2.696117	0.844341	0.933631	1	1	0	0	0	4	1
14	9	Female	Black	4	HS	Public	Suburban	73.106999	72.034251	72.054618	2.77566	0.867955	1.023315	1	0	1	1	1	3	1
16	11	Female	Black	3	Bachelors+	Public	City	64.588122	59.991165	59.395077	2.399181	0.849168	0.8112	1	0	0	1	0	3	2
16	11	Female	White	1	HS	Public	Suburban	95.869786	72.256301	88.952796	3.598036	0.946623	1.338447	0	1	1	0	0	4	3
16	11	Female	Hispanic	3	SomeCollege	Public	Suburban	77.677179	68.77285	82.120832	2.760993	0.892971	0.955891	1	0	1	1	0	3	2
18	12	Male	Black	2	SomeCollege	Public	City	81.709779	68.650495	73.233988	3.064767	0.86874	0.465905	1	0	0	1	0	3	3
15	10	Male	White	2	Bachelors+	Public	Rural	52.421691	53.8661	51.953124	2.188945	0.812859	0.722321	1	0	0	1	0	3	1
17	12	Female	Hispanic	4	HS	Public	Suburban	76.385953	79.916908	78.567917	3.16159	0.920524	1.699763	1	0	0	0	0	2	2
16	11	Female	White	2	SomeCollege	Public	Town	91.499507	82.673951	93.876085	3.525615	0.983953	1.665727	1	1	0	1	0	1	1
14	9	Female	White	1	SomeCollege	Public	City	56.854615	65.291441	53.186518	2.548544	0.830655	0.213473	1	0	1	1	0	4	2
17	12	Male	Black	3	Bachelors+	Public	Suburban	81.499179	80.006594	78.037506	2.974274	0.88532	1.098914	1	0	0	0	1	3	1
16	11	Male	Black	2	HS	Private	Suburban	70.047508	68.016419	71.516948	2.602791	0.87595	0.897482	0	1	0	1	0	3	1
16	11	Female	Hispanic	1	<HS	Public	Rural	54.684349	51.933369	51.291551	2.073631	0.783784	0.677739	1	0	1	0	0	3	4
16	11	Male	White	1	<HS	Public	Suburban	71.848269	69.414935	76.92874	2.704117	0.876894	0.749929	1	0	0	0	0	5	4
15	10	Female	White	3	Bachelors+	Public	City	64.358584	58.966658	59.705261	2.353136	0.846928	0.562183	1	1	0	1	0	2	2
18	12	Female	Hispanic	1	<HS	Public	Rural	82.817192	72.187337	79.986554	2.991984	0.915077	0.794259	1	1	0	0	0	2	3
16	11	Female	Hispanic	1	HS	Public	Suburban	86.734153	84.087224	79.882157	3.5327	0.906448	0.88371	1	1	0	0	1	5	1
14	9	Male	Hispanic	3	Bachelors+	Public	Suburban	72.800614	81.661583	74.18708	2.861834	0.918072	1.091582	1	0	0	1	0	2	1
17	12	Male	Black	2	Bachelors+	Public	Rural	59.808705	76.691955	76.153188	2.923192	0.881178	1.219787	1	1	0	0	1	2	3
16	11	Female	Black	2	<HS	Public	City	86.722233	87.734884	77.663897	3.961444	0.95242	1.18912	0	0	0	0	0	2	1
15	10	Male	Black	1	<HS	Public	Rural	70.225396	64.974961	66.023104	2.792056	0.871491	0.520084	0	0	1	1	0	4	3
15	10	Female	Black	4	Bachelors+	Public	Suburban	78.588676	69.015314	75.727895	2.92684	0.897532	0.86026	1	0	0	1	0	2	2
17	12	Male	White	4	Bachelors+	Public	Rural	64.495549	77.682104	69.992235	3.090685	0.909586	1.487044	1	1	0	0	0	3	2
17	12	Female	Hispanic	2	SomeCollege	Public	City	71.56991	59.8291	75.168147	2.752156	0.857577	0.536253	0	1	0	0	0	3	3
15	10	Female	Black	1	HS	Public	City	82.258851	79.073929	82.862385	3.27814	0.93699	1.321247	0	0	0	0	0	5	2
14	9	Female	White	3	SomeCollege	Private	City	87.096766	80.535292	78.990801	3.509473	0.944891	1.080984	1	0	0	0	0	3	3
17	12	Male	White	2	Bachelors+	Private	City	76.321269	73.511964	77.167699	2.804091	0.916907	1.305803	1	0	0	0	0	4	3
15	10	Male	White	4	Bachelors+	Public	Rural	75.264311	65.065447	69.690296	3.214124	0.884725	1.098284	1	1	0	0	0	2	1
16	11	Female	Hispanic	4	Bachelors+	Public	Town	76.34182	81.343	81.488117	3.568912	0.930054	1.11412	1	1	0	0	0	3	3
17	12	Male	White	4	Bachelors+	Public	Rural	69.161848	62.313682	71.330306	2.71095	0.853832	0.622826	1	0	0	0	1	4	2
14	9	Female	Hispanic	4	Bachelors+	Public	Suburban	68.64526	60.146982	67.243058	2.578258	0.865288	1.401058	1	0	0	1	0	5	1
17	12	Female	Hispanic	3	HS	Public	Suburban	75.573554	78.144469	82.148718	3.266627	0.921962	1.093174	1	1	0	0	0	4	3
14	9	Male	Hispanic	1	SomeCollege	Public	Suburban	82.759694	84.463472	84.204108	3.617386	0.950552	1.456307	1	0	0	1	0	1	2
14	9	Female	White	2	HS	Public	Rural	67.046986	76.775463	72.756643	3.026719	0.847142	1.033771	1	0	0	0	0	3	1
18	12	Male	Black	3	HS	Public	City	81.133981	80.688519	73.832311	2.73639	0.930986	0.728312	1	1	0	0	0	4	1
17	12	Female	White	3	HS	Public	Suburban	69.403574	65.749234	60.381142	2.580006	0.868157	0.029946	1	0	0	0	1	3	1
14	9	Female	Asian	1	Bachelors+	Public	Suburban	97.38279	79.904029	92.794518	3.073323	0.952721	2.070037	1	0	0	1	0	4	2
18	12	Male	Hispanic	3	SomeCollege	Private	Suburban	81.184847	80.884548	88.645204	2.83599	0.977549	1.321572	1	0	0	0	0	4	3
16	11	Male	White	4	SomeCollege	Private	Rural	92.034902	93.391436	94.903324	3.757196	1	0.996163	1	0	0	1	1	2	2
15	10	Male	Hispanic	4	SomeCollege	Public	City	69.201289	53.612595	68.211294	2.523205	0.884446	0.654842	1	0	0	1	0	1	1
17	12	Female	Black	3	SomeCollege	Public	City	86.411593	79.493381	94.528608	3.719954	0.99388	1.320262	1	1	0	0	0	4	2
16	11	Female	White	1	Bachelors+	Public	City	86.910667	85.235449	89.972242	3.443595	1	1.738883	0	0	0	1	0	2	2
18	12	Female	Hispanic	1	HS	Public	Town	87.050231	84.545276	92.270768	3.165075	0.966014	0.796112	1	1	0	0	0	1	1
18	12	Female	Hispanic	2	Bachelors+	Public	City	73.394995	76.899808	79.400581	3.081163	0.919038	0.729119	1	0	0	0	0	1	1
15	10	Male	White	2	SomeCollege	Public	City	59.662395	51.831839	69.19386	2.520528	0.809143	0.41435	1	0	0	0	0	2	1
15	10	Female	Hispanic	4	Bachelors+	Public	Suburban	59.611148	62.591671	67.46129	2.602581	0.837692	0.123945	1	0	0	1	0	3	2
14	9	Male	White	1	<HS	Public	City	82.015381	85.123615	73.223607	3.26058	0.935781	1.376163	1	0	0	1	0	4	1
17	12	Female	Hispanic	3	SomeCollege	Public	Suburban	70.52516	88.056876	90.975625	3.420489	0.973277	0.585634	1	1	0	0	0	3	3
14	9	Male	Black	2	<HS	Public	Suburban	83.674587	90.531488	80.463354	3.960403	0.941764	1.26806	1	0	0	0	0	4	2
15	10	Female	White	1	HS	Public	Suburban	85.546464	74.207916	80.687461	3.899768	0.911514	1.283186	1	1	0	0	0	3	2
17	12	Male	White	2	HS	Public	Suburban	67.247079	65.207168	67.731352	2.53874	0.870829	0.495436	1	0	0	0	0	2	3
17	12	Male	Hispanic	1	<HS	Public	Suburban	80.668503	81.573675	82.028227	3.564541	0.924605	1.442922	1	0	0	0	1	2	1
16	11	Male	White	4	SomeCollege	Private	Suburban	82.512092	81.75096	87.472778	3.861672	0.916869	1.389432	1	1	0	1	1	3	2
18	12	Female	Black	2	HS	Public	Rural	70.015598	77.900358	67.923266	3.263905	0.872603	0.633827	1	1	0	1	1	3	1

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