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	White	3	HS	Public	Town	64.925924	78.609935	56.296481	2.994504	0.886595	0.154755	1	0	1	1	0	2	1
16	11	Female	White	3	SomeCollege	Public	City	79.832284	89.400173	75.862223	3.197712	0.977678	0.998338	1	0	1	0	0	3	3
14	9	Female	White	3	HS	Public	Rural	79.158587	79.389105	71.395751	2.986656	0.906885	0.701434	1	1	1	0	0	2	1
15	10	Male	Asian	1	HS	Public	City	86.981892	89.900911	92.863582	3.809695	0.991149	1.549731	0	1	1	1	0	2	2
14	9	Male	Other	1	HS	Public	Rural	71.47906	65.362912	57.565962	2.787589	0.816237	0.532034	0	1	0	1	1	3	3
14	9	Female	White	2	SomeCollege	Public	Rural	76.02583	83.025703	83.037601	3.503114	0.936547	0.900124	1	0	0	1	0	4	1
16	11	Female	Black	2	HS	Private	City	76.927116	84.012183	81.411969	3.258841	0.928035	1.362735	1	0	0	1	0	3	5
15	10	Female	White	2	HS	Public	City	94.897672	84.71672	94.214062	3.950236	0.968162	0.995486	1	0	1	0	0	1	4
18	12	Female	Hispanic	2	<HS	Public	Suburban	76.911455	81.236895	69.345971	3.389148	0.928797	0.808589	1	0	1	0	0	3	3
15	10	Male	Hispanic	4	Bachelors+	Public	City	76.860093	64.306023	70.317869	3.017063	0.867119	0.473956	1	0	0	0	0	3	2
16	11	Female	Asian	2	<HS	Public	Suburban	67.94342	69.764352	74.301672	2.979351	0.865719	0.768761	0	1	1	1	1	4	1
17	12	Male	White	3	SomeCollege	Public	Town	66.140732	68.566685	66.346288	2.764511	0.846031	0.580825	1	0	0	0	0	3	1
17	12	Male	Black	1	<HS	Public	Rural	59.141866	61.746188	65.210729	2.079371	0.835549	0.897223	1	0	1	0	0	2	3
17	12	Female	Two-or-more	1	<HS	Public	Rural	61.020892	63.440553	65.352691	2.347301	0.843783	0.257714	0	1	0	0	1	4	4
18	12	Male	Hispanic	3	SomeCollege	Public	City	64.475827	59.464894	57.312568	2.437376	0.84486	1.326671	1	0	0	1	0	3	1
17	12	Female	Two-or-more	4	Bachelors+	Private	City	76.907934	71.73205	83.920127	3.168221	0.911795	1.091695	1	1	0	1	0	3	1
14	9	Male	White	4	Bachelors+	Public	Rural	52.363671	56.396064	41.528918	2.12297	0.780474	0.567364	1	0	0	0	0	2	1
18	12	Male	White	1	HS	Public	Suburban	91.248663	91.385034	84.221138	3.60254	0.995361	1.413605	1	0	0	0	1	4	1
18	12	Female	White	1	<HS	Public	Rural	78.412477	82.765979	80.317959	3.542537	0.934607	0.625765	0	1	0	0	1	3	1
18	12	Male	White	1	<HS	Public	Town	63.357963	62.834931	63.0446	2.752189	0.826129	0.99614	0	0	0	0	1	4	3
14	9	Female	White	2	<HS	Public	Rural	61.858797	59.588399	55.705066	2.707251	0.836277	0.530961	1	0	0	0	0	4	2
17	12	Female	White	2	SomeCollege	Private	City	76.340164	80.681632	87.368637	3.000723	0.926171	1.190665	1	0	0	0	1	3	1
16	11	Female	Two-or-more	4	Bachelors+	Public	Rural	79.635601	78.863564	67.972434	2.972736	0.864181	1.179715	1	0	0	1	0	1	3
17	12	Female	Black	3	HS	Public	Rural	65.287548	60.638606	62.79413	2.470125	0.834043	0.610899	0	0	0	1	1	2	2
18	12	Male	Hispanic	4	SomeCollege	Public	Suburban	63.994914	66.5771	70.107336	3.175448	0.864889	0.735915	1	1	0	0	0	4	1
15	10	Female	White	1	HS	Public	City	77.357649	69.354606	67.995859	3.263378	0.871502	0.508767	1	1	0	0	0	3	1
17	12	Male	Black	1	HS	Public	Town	74.87749	77.875295	68.719485	2.504762	0.920797	0.619766	1	0	0	1	1	4	2
18	12	Female	Black	4	Bachelors+	Public	City	70.142989	62.62175	75.76753	2.332506	0.858426	0.934666	1	1	1	1	0	5	2
14	9	Female	White	2	SomeCollege	Public	City	62.442545	67.690804	57.453019	2.507903	0.845456	0.37866	1	1	0	0	0	2	1
14	9	Male	White	2	SomeCollege	Public	Suburban	75.081214	85.126645	83.260965	3.461186	0.919967	1.482718	1	1	0	0	0	3	3
18	12	Female	White	1	<HS	Public	Suburban	71.296109	57.816883	64.382689	2.577933	0.860327	0.421657	0	0	0	0	0	4	2
15	10	Male	White	4	Bachelors+	Public	Suburban	93.43499	77.703091	86.93385	3.448545	0.982412	1.423971	1	1	0	0	0	1	2
16	11	Female	Black	4	<HS	Public	City	89.918438	81.012843	95.89058	4	0.985049	1.100814	1	1	0	1	1	5	1
16	11	Male	Hispanic	4	SomeCollege	Public	City	89.365702	71.553328	78.614876	4	0.930883	1.129483	1	1	1	0	0	3	3
14	9	Male	White	4	SomeCollege	Public	Suburban	76.030169	68.826074	72.81137	3.198519	0.905505	1.319813	1	1	1	0	0	3	2
17	12	Male	Two-or-more	1	SomeCollege	Public	City	59.317561	64.896436	66.03604	2.412571	0.81468	1.256851	1	0	0	1	0	3	1
17	12	Male	Black	2	Bachelors+	Public	City	74.919352	81.046429	81.180422	3.626983	0.924725	1.35658	1	1	0	0	0	2	1
17	12	Male	Hispanic	3	SomeCollege	Private	Rural	75.713806	84.645194	66.888045	3.463419	0.883076	0.636173	1	0	0	0	0	4	1
16	11	Female	White	2	SomeCollege	Private	City	86.896697	85.399712	84.381461	4	0.940215	1.011999	1	1	0	0	1	5	2
18	12	Male	Hispanic	2	SomeCollege	Public	Rural	63.980406	71.008695	76.285782	2.596765	0.849229	1.013103	1	1	0	1	1	4	2
18	12	Female	White	2	HS	Public	City	70.253794	73.737798	71.143996	3.283576	0.913781	0.825722	1	1	1	1	1	1	2
16	11	Female	Black	4	SomeCollege	Public	City	79.221377	84.417207	80.73324	3.472502	0.911918	0.951422	1	0	0	1	0	4	1
15	10	Female	Asian	1	<HS	Public	Suburban	74.561133	77.56326	87.504646	2.79537	0.934503	1.29605	1	1	0	0	0	2	3
14	9	Female	Hispanic	2	HS	Public	Suburban	74.885554	71.638145	79.412731	3.231839	0.888635	0.64932	0	1	1	0	0	1	2
14	9	Male	Black	3	Bachelors+	Public	Town	69.236981	67.336918	71.813199	2.466457	0.847962	1.149495	0	1	0	1	0	4	4
18	12	Female	Hispanic	1	HS	Public	Suburban	87.862472	82.332914	100	3.10696	1	1.278304	0	1	1	0	0	3	2
16	11	Female	White	2	<HS	Public	Suburban	61.067253	72.451288	69.800379	2.673286	0.878954	0	1	1	0	0	1	5	3
15	10	Female	White	1	<HS	Public	Town	76.22875	79.423157	68.641941	2.8628	0.897526	1.389602	1	1	0	1	0	4	2
15	10	Female	White	4	Bachelors+	Public	Town	67.86394	68.879231	82.835106	2.874461	0.892283	0.969319	1	1	0	1	1	2	2
17	12	Female	Two-or-more	1	<HS	Public	Rural	82.090682	79.767608	66.907618	2.934793	0.866529	2.246522	1	0	0	0	0	3	1
17	12	Female	Black	2	<HS	Private	City	65.444772	76.552284	77.842179	2.855111	0.899588	0.748105	1	1	0	0	1	3	1
16	11	Female	Asian	4	HS	Public	City	54.743765	51.465665	52.63675	2.03852	0.797622	0.690193	1	1	1	1	0	4	2
18	12	Male	White	1	<HS	Public	Rural	74.041285	81.360911	81.063587	2.790858	0.882925	1.07366	1	1	0	0	0	3	2
18	12	Female	Two-or-more	3	SomeCollege	Private	Suburban	76.617405	73.052594	80.809538	2.917037	0.914242	1.111425	1	1	0	0	0	2	2
16	11	Male	Hispanic	1	<HS	Public	City	86.688807	68.155107	72.207639	2.68283	0.890599	1.784724	1	0	0	0	0	3	1
18	12	Female	Hispanic	4	HS	Public	City	53.74207	53.786648	67.93988	2.189629	0.814275	0.92439	1	0	0	0	1	5	2
16	11	Female	White	3	HS	Private	Suburban	79.358679	69.629776	68.089914	2.914952	0.851153	0.990222	1	1	0	0	0	4	1
14	9	Female	Hispanic	3	SomeCollege	Public	Rural	66.718005	63.121515	67.196203	2.955833	0.83293	0.548613	1	1	0	1	0	4	3
18	12	Female	Hispanic	2	Bachelors+	Public	Suburban	71.40298	75.263759	66.738802	2.387307	0.877211	1.169227	1	1	0	0	1	3	4
14	9	Male	Hispanic	1	HS	Public	Suburban	78.182548	73.855933	67.960231	2.504645	0.868939	0.896361	1	1	1	1	0	4	2
16	11	Female	Hispanic	1	HS	Public	Rural	85.468652	81.161709	82.030666	3.366222	0.961417	1.13384	1	0	0	0	0	5	3
14	9	Female	Hispanic	3	Bachelors+	Public	Rural	80.574601	82.184289	85.532431	2.884293	0.92877	1.421094	1	0	0	1	0	2	2
18	12	Male	White	2	SomeCollege	Public	Suburban	77.982884	76.271216	72.384873	3.339389	0.911931	1.249657	1	0	1	0	1	5	2
16	11	Male	Hispanic	3	SomeCollege	Public	Suburban	55.863959	63.361969	54.922828	2.162719	0.798923	0.453271	1	0	0	0	0	3	1
14	9	Male	Hispanic	4	SomeCollege	Public	Town	83.947098	76.025862	79.323527	2.778019	0.939152	1.196231	1	0	0	0	0	2	2
17	12	Female	White	1	<HS	Public	City	60.134485	59.092792	54.221829	2.409746	0.77413	0.877903	0	1	1	0	1	2	1
18	12	Female	Hispanic	2	HS	Private	Suburban	81.997972	77.314576	78.307991	3.112603	0.93231	1.393998	1	1	0	1	1	2	2
18	12	Female	Hispanic	4	Bachelors+	Public	Suburban	64.675089	63.9811	70.92437	2.657838	0.857477	0.415656	1	0	1	1	0	2	3
16	11	Female	White	3	SomeCollege	Public	City	66.375005	63.06652	68.397945	2.6835	0.832127	0.858098	1	1	0	0	1	3	1
18	12	Male	White	3	SomeCollege	Public	City	57.463223	62.96198	40.502211	2.767932	0.770668	0.671484	0	1	0	1	0	3	1
15	10	Female	White	3	SomeCollege	Public	Suburban	85.310824	74.191481	75.544886	3.502047	0.923213	1.230956	1	0	1	1	0	2	3
17	12	Female	Hispanic	4	SomeCollege	Private	Suburban	61.095261	61.37218	70.183136	2.550547	0.84043	0.586297	1	1	0	1	0	3	3
14	9	Female	White	1	<HS	Private	City	92.800409	97.93255	91.224294	3.721639	1	1.593117	1	0	0	0	0	2	2
16	11	Male	White	2	<HS	Public	City	72.276862	76.639733	77.969008	3.008746	0.89361	1.08534	1	1	0	1	0	3	4
14	9	Male	White	3	Bachelors+	Public	Town	82.545876	93.020017	77.535758	3.670832	0.920297	1.166427	1	1	0	1	0	4	2
16	11	Male	White	1	<HS	Public	City	72.546493	64.81114	78.467328	2.920662	0.88158	1.199067	1	1	0	0	0	3	2
18	12	Male	Hispanic	3	Bachelors+	Public	Rural	69.48272	78.155247	78.046658	2.726002	0.909581	1.063112	1	1	0	1	0	3	3
14	9	Male	Hispanic	2	HS	Public	Rural	72.609194	72.163746	70.791421	2.928761	0.901877	0.732338	1	1	0	1	0	5	2
17	12	Female	Black	2	SomeCollege	Public	Suburban	60.192327	73.797899	72.815166	2.674918	0.843693	1.007262	1	1	1	0	0	1	2
14	9	Female	White	4	SomeCollege	Private	Town	98.251545	89.829758	90.031542	3.242148	0.979879	1.075755	1	1	0	0	0	2	3
16	11	Female	White	2	SomeCollege	Public	Suburban	61.784108	66.324488	67.214673	2.096927	0.860489	0.264409	1	1	0	1	0	4	2
14	9	Female	Two-or-more	3	Bachelors+	Public	Rural	82.527768	84.027986	77.03513	3.800125	0.918159	0.928068	1	0	0	0	0	4	3
16	11	Male	Black	2	HS	Public	City	82.170469	83.784451	93.247278	2.921084	0.969679	1.723576	1	1	0	1	0	3	3
16	11	Male	Hispanic	4	HS	Public	Suburban	94.335096	79.770041	81.367651	3.820178	0.921894	1.458712	1	0	0	0	0	2	1
16	11	Male	White	4	HS	Public	Suburban	64.580607	57.507192	62.757048	2.108655	0.829117	0.888828	1	0	0	0	0	4	2
15	10	Female	White	1	HS	Public	City	86.568184	89.614485	85.769726	3.243348	0.969052	1.718952	0	1	0	0	0	3	3
14	9	Female	White	1	<HS	Public	Rural	51.189206	64.812857	52.149993	2.331964	0.792319	0.753885	1	0	0	1	0	5	2
18	12	Female	White	1	HS	Public	Suburban	81.256211	69.385985	75.540008	3.001292	0.908007	0.799085	0	1	0	1	0	5	3
16	11	Male	Black	3	HS	Private	City	92.143682	82.532501	88.839565	3.245222	0.973306	2.002463	1	1	0	0	0	2	3
14	9	Female	Hispanic	1	HS	Public	Town	74.186078	69.776571	72.326825	2.678686	0.911764	1.030824	1	0	0	1	0	3	2
17	12	Male	Asian	3	HS	Private	Rural	71.758678	61.946331	60.485824	2.595448	0.82262	1.017092	1	0	0	0	1	3	1
17	12	Female	Hispanic	1	SomeCollege	Public	City	87.200097	80.457089	83.268281	3.342949	0.943392	1.329124	1	0	0	0	0	2	2
18	12	Male	Hispanic	4	SomeCollege	Public	Rural	71.833722	84.771201	79.9027	3.136995	0.94395	1.340821	1	1	0	1	1	2	4
16	11	Male	Hispanic	3	SomeCollege	Public	Town	88.057771	89.680233	96.467502	3.722751	0.948489	1.629664	1	0	0	1	1	2	4
16	11	Male	Black	1	<HS	Public	Town	87.005204	69.336909	63.126515	3.109843	0.882992	1.339537	1	0	0	0	0	2	2
15	10	Female	White	4	SomeCollege	Public	City	81.610284	60.722805	74.590233	3.164395	0.925502	1.464193	1	1	1	0	0	3	1
18	12	Female	Black	2	SomeCollege	Public	City	84.849392	93.579164	93.086737	3.307061	0.98878	1.418461	0	1	0	1	0	4	1
17	12	Female	Black	3	HS	Public	Suburban	79.090416	75.148583	82.62886	3.786455	0.964149	1.412208	1	0	1	0	1	3	1
16	11	Female	White	3	Bachelors+	Private	Town	61.436046	61.880199	69.758958	2.254537	0.829997	0.571626	1	1	0	0	0	1	2
15	10	Male	White	1	<HS	Public	Suburban	89.565403	85.826523	83.683874	3.569738	0.963627	0.648298	0	0	0	0	0	2	1

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