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	White	4	SomeCollege	Private	Rural	89.757759	88.690468	84.240973	3.049313	0.933184	1.070306	1	1	0	1	1	4	1
16	11	Female	Black	4	SomeCollege	Public	City	64.117543	67.387353	66.889697	2.664609	0.828324	0.795056	1	0	0	0	0	4	1
14	9	Female	Hispanic	2	SomeCollege	Public	Suburban	94.319725	86.715656	79.413289	3.002649	0.989921	0.772347	1	1	0	1	0	3	3
17	12	Male	White	1	HS	Public	Suburban	71.762409	68.202786	66.04851	2.157836	0.847215	0.382418	1	0	0	0	0	2	4
16	11	Male	White	2	Bachelors+	Public	Suburban	69.367831	87.179998	76.957986	3.307728	0.915447	0.464437	1	0	0	1	0	4	1
18	12	Male	Hispanic	1	SomeCollege	Public	City	78.656342	78.538955	78.271336	3.127995	0.920495	1.111901	0	0	0	0	0	4	3
18	12	Male	White	1	HS	Public	City	59.012279	70.629	62.096049	2.729448	0.834414	0.985515	1	0	0	0	1	2	3
15	10	Male	Hispanic	2	HS	Public	City	69.815896	74.692491	71.757569	2.605479	0.904039	1.163821	1	0	0	0	0	3	2
17	12	Female	White	1	HS	Public	Suburban	77.480337	81.077309	79.374438	3.239445	0.958444	1.019201	1	0	0	1	1	3	3
15	10	Female	White	2	<HS	Private	Town	63.754626	75.626177	58.160976	3.229953	0.85916	0.983915	1	0	0	0	0	4	3
16	11	Female	Hispanic	3	SomeCollege	Private	City	88.820757	74.799041	84.213701	2.526372	0.939064	1.393949	1	1	0	1	0	2	2
17	12	Female	Black	2	HS	Public	City	84.80577	79.405357	74.388161	3.535373	0.923048	1.490325	1	1	0	0	1	2	1
15	10	Male	Hispanic	4	HS	Private	Suburban	83.471438	92.129708	85.444869	3.323548	0.97057	1.294118	1	1	1	1	0	3	1
14	9	Female	White	1	SomeCollege	Public	Town	77.48578	74.468075	76.346205	3.115091	0.9192	1.534763	1	0	0	1	0	2	3
17	12	Male	White	2	<HS	Public	City	94.102172	88.407514	72.044689	3.30946	0.980175	1.333757	1	1	0	0	0	3	1
18	12	Female	Hispanic	4	Bachelors+	Public	Suburban	79.840379	91.127352	84.129903	3.235986	0.943043	1.427601	1	0	0	1	0	5	3
17	12	Female	Asian	4	HS	Public	Suburban	66.067661	64.286135	66.340429	2.427366	0.849562	0.516097	1	0	0	0	1	3	1
18	12	Female	Hispanic	4	SomeCollege	Public	Town	81.793633	94.97375	90.799957	3.65737	0.977737	0.862073	1	0	1	0	0	4	1
15	10	Female	Hispanic	1	<HS	Public	Rural	96.244313	100	99.129692	4	1	1.856516	1	1	0	1	0	4	3
14	9	Male	White	3	SomeCollege	Public	City	69.521061	61.383373	80.97328	3.024358	0.911602	0.624569	0	1	0	1	0	2	1
15	10	Female	Black	1	HS	Public	City	75.607153	70.131847	72.30839	2.539046	0.872955	0.900661	1	0	0	1	0	3	3
18	12	Female	White	4	Bachelors+	Public	City	64.362091	68.916039	72.921517	2.494076	0.890529	0.511671	1	1	1	0	0	5	1
18	12	Female	Black	4	SomeCollege	Public	Suburban	68.538203	72.29091	73.125353	2.852199	0.884118	1.202901	1	1	0	1	0	3	2
18	12	Male	White	1	HS	Public	Rural	58.949938	55.234946	63.414314	2.088428	0.775016	0.302203	1	1	0	0	0	3	1
18	12	Female	Hispanic	3	HS	Public	City	83.662434	93.630396	96.013913	3.763486	0.945237	0.838538	1	1	1	0	0	2	1
16	11	Female	Black	1	SomeCollege	Public	Town	83.059625	71.385053	84.650792	3.52799	0.950573	1.279187	1	0	0	0	0	4	3
16	11	Female	White	2	Bachelors+	Public	City	86.50628	90	90.900489	3.415285	0.995847	1.571168	1	0	0	1	1	4	3
18	12	Male	Hispanic	2	HS	Public	City	69.060033	66.255029	71.295929	2.80672	0.901104	0.318057	1	0	0	0	1	3	1
16	11	Male	Hispanic	3	SomeCollege	Private	Suburban	74.727775	78.670132	90.679681	2.933501	0.948947	1.308517	1	0	0	1	0	3	2
18	12	Female	Hispanic	2	HS	Public	Suburban	81.886295	85.041873	78.426196	3.047378	0.955735	1.272517	1	1	0	1	1	3	2
17	12	Female	White	2	HS	Private	Suburban	80.579395	70.482457	55.842631	3.094498	0.850435	0.893794	0	0	0	0	1	4	2
15	10	Male	White	2	<HS	Private	City	90.19419	72.857068	82.479163	3.327559	0.950574	1.092762	0	1	0	0	0	2	2
14	9	Male	Hispanic	4	<HS	Private	Suburban	73.32031	76.990835	70.846467	2.560277	0.872991	0.808937	1	1	0	0	0	4	3
16	11	Female	Two-or-more	2	SomeCollege	Public	Town	69.840703	75.164093	75.321909	2.753319	0.894191	1.180418	1	1	0	1	0	4	2
14	9	Female	Hispanic	3	Bachelors+	Public	Suburban	74.568776	77.433008	72.425334	3.189414	0.885958	0.997052	1	0	0	1	1	1	3
16	11	Female	White	4	Bachelors+	Private	City	56.341459	66.016488	62.002304	2.195121	0.817969	1.119179	1	1	0	0	0	3	2
14	9	Female	Two-or-more	2	SomeCollege	Private	Rural	69.295926	59.711455	55.318243	2.464927	0.860787	0.878618	0	1	1	1	0	4	2
16	11	Female	White	2	SomeCollege	Public	Suburban	67.957735	50.690012	59.266334	2.105808	0.853522	0.70567	1	0	0	1	0	5	2
15	10	Female	Hispanic	2	Bachelors+	Public	Suburban	93.08921	76.453144	83.304311	2.986648	0.961267	1.14755	1	1	0	0	1	1	1
17	12	Female	Hispanic	1	Bachelors+	Public	City	83.763482	85.018384	89.185636	3.350173	0.948564	1.624537	0	1	0	1	0	3	1
18	12	Male	White	3	<HS	Public	Suburban	75.377502	79.37848	68.421203	3.30265	0.915201	0.759142	1	1	1	0	0	3	3
14	9	Female	White	4	SomeCollege	Private	City	80.079952	81.695193	89.854515	3.440877	0.943682	1.29596	1	0	0	0	0	3	2
17	12	Male	White	4	Bachelors+	Public	Suburban	82.850771	94.98559	90.2572	3.523308	0.991361	0.619909	1	0	0	1	0	2	1
16	11	Female	White	4	Bachelors+	Public	Suburban	79.633027	86.48325	94.218276	4	0.966405	0.817919	1	1	1	1	0	3	1
15	10	Female	Hispanic	2	<HS	Public	Suburban	87.610704	85.977455	75.531948	3.136614	0.977612	1.572054	1	0	0	0	0	3	3
15	10	Female	Black	4	Bachelors+	Private	Suburban	78.307953	71.072678	78.971517	3.120819	0.892496	1.274273	1	1	1	1	1	3	3
15	10	Male	Asian	1	HS	Public	Suburban	81.179254	86.899851	74.056874	2.899976	0.931795	1.361153	1	1	1	0	0	3	2
17	12	Female	White	4	SomeCollege	Public	Suburban	73.449089	84.257232	86.319266	3.469978	0.951206	1.240104	1	0	0	0	0	2	2
16	11	Female	Black	3	HS	Public	Suburban	88.278191	77.721709	71.641349	2.88173	0.932736	1.022722	1	0	0	1	0	2	4
15	10	Female	White	2	Bachelors+	Private	Suburban	76.59074	76.601761	61.738611	2.834041	0.89601	0.470388	1	0	0	0	0	3	3
14	9	Female	Hispanic	4	Bachelors+	Public	Suburban	49.422199	56.945514	51.425023	2.387285	0.788373	0.502993	1	1	0	1	0	3	3
17	12	Male	Two-or-more	4	HS	Public	City	81.139086	82.153677	79.744777	3.483289	0.949151	0.735189	1	1	0	0	0	3	4
15	10	Male	Black	4	Bachelors+	Public	City	82.487595	83.532705	79.726955	3.278177	0.933169	0.677521	1	0	0	0	0	3	1
15	10	Female	White	3	Bachelors+	Public	Suburban	64.02166	72.000613	79.153643	2.639377	0.876805	0.611385	1	0	1	1	0	3	2
15	10	Male	Hispanic	2	<HS	Private	Suburban	81.04327	77.582323	86.09445	3.295114	0.925806	1.321619	1	0	0	0	0	3	2
17	12	Male	Hispanic	1	HS	Public	City	92.683136	89.07716	85.751936	3.275743	0.977634	1.222867	1	1	0	0	0	3	2
14	9	Male	Hispanic	2	HS	Public	Rural	77.321903	71.33442	76.726327	3.139083	0.853975	0.962397	1	1	0	0	1	5	2
18	12	Female	Hispanic	1	<HS	Public	Suburban	97.773746	98.316205	91.089973	3.59651	0.999145	1.797995	1	1	0	0	1	2	2
17	12	Male	Hispanic	2	SomeCollege	Public	Suburban	69.215675	61.559268	72.137142	2.820196	0.844278	0.690595	1	1	0	1	1	4	2
15	10	Male	Hispanic	4	Bachelors+	Public	City	70.94323	66.018279	66.652592	2.922444	0.882589	1.082372	1	1	1	0	0	4	3
14	9	Female	Two-or-more	1	<HS	Public	City	71.110292	66.620896	68.667188	3.308143	0.853261	0.925589	1	1	0	0	0	2	2
17	12	Female	Asian	1	SomeCollege	Public	Suburban	66.08924	67.635067	62.594136	2.318923	0.85499	0.543692	1	1	0	0	0	3	2
17	12	Male	Asian	2	Bachelors+	Public	Town	67.27577	65.391488	61.640421	1.985477	0.834546	0.815231	1	1	0	1	0	4	1
14	9	Male	White	1	SomeCollege	Public	City	99.847729	92.611237	91.594644	4	1	1.996345	1	0	1	1	0	2	3
14	9	Female	Two-or-more	1	<HS	Public	Town	75.611777	77.347798	73.557076	3.338223	0.884677	0.911934	1	0	0	0	0	3	3
18	12	Female	White	2	HS	Public	Suburban	73.455981	72.480572	85.019679	3.456655	0.934855	1.263204	1	1	0	0	1	4	1
16	11	Female	Hispanic	4	SomeCollege	Public	Suburban	64.676938	71.868109	59.542705	2.725896	0.840208	1.038587	1	0	0	0	1	3	1
18	12	Male	Hispanic	4	SomeCollege	Public	Rural	79.947641	83.57506	83.513036	2.886956	0.965235	0.734434	1	0	1	0	0	2	3
17	12	Male	Black	2	Bachelors+	Public	City	100	93.25526	88.168853	3.765639	1	1.400165	0	1	0	0	1	3	1
15	10	Female	Hispanic	2	<HS	Public	City	63.729363	76.05778	76.142807	2.736844	0.883169	1.187426	1	0	0	0	0	2	1
17	12	Female	Hispanic	1	<HS	Public	Suburban	55.394172	65.12537	57.773444	2.527478	0.870328	0.497846	1	1	1	0	0	3	1
16	11	Female	White	2	Bachelors+	Public	Rural	46.859339	40.955708	70.366734	2.160564	0.779102	0.820649	1	0	0	1	1	2	2
15	10	Male	Hispanic	3	SomeCollege	Public	Rural	73.37268	73.086298	66.024281	2.684206	0.901515	1.297683	1	1	1	0	0	4	2
17	12	Male	White	3	HS	Public	Rural	75.170683	77.540997	76.965548	3.108407	0.916669	0.767573	1	1	1	0	1	1	1
16	11	Female	White	4	Bachelors+	Public	City	77.509442	91.13471	78.958619	3.058968	0.9094	0.57148	1	0	0	1	1	4	2
18	12	Female	Hispanic	2	HS	Public	Suburban	55.6908	62.152083	58.807083	2.754481	0.833381	0.80554	1	1	0	1	0	3	1
15	10	Male	Other	2	SomeCollege	Public	Suburban	82.758248	78.431778	85.804434	2.860359	0.974843	1.050731	0	0	0	1	0	5	2
14	9	Male	Black	3	SomeCollege	Private	Suburban	61.365218	63.594793	84.408002	2.125795	0.896194	0.631912	1	1	0	1	0	3	1
15	10	Female	White	3	HS	Public	Town	71.602479	82.388888	84.524876	3.432433	0.921597	0.717324	1	1	0	1	0	3	1
17	12	Female	Hispanic	4	Bachelors+	Public	Suburban	72.7074	71.926918	67.627245	2.56516	0.880656	0.820578	1	1	0	0	0	2	1
17	12	Male	Hispanic	4	SomeCollege	Public	Rural	74.231003	89.795025	79.908959	3.094293	0.938771	0.920086	1	0	0	0	0	4	3
18	12	Female	Hispanic	3	SomeCollege	Public	Rural	60.058177	78.329006	66.006269	2.673665	0.895226	1.04305	0	0	1	0	0	1	2
14	9	Male	Black	3	<HS	Public	Suburban	71.949201	73.144356	76.690592	3.064387	0.931041	1.340133	1	0	0	0	0	3	3
17	12	Male	White	2	SomeCollege	Public	City	76.70713	78.312824	76.360091	3.013259	0.908803	1.247027	0	1	0	1	0	1	1
15	10	Female	White	1	<HS	Public	City	77.942475	67.598652	59.815427	3.183799	0.848933	0.882953	1	1	0	0	0	3	4
15	10	Male	White	1	HS	Public	City	62.629	69.796514	71.057422	2.308964	0.930697	0.61415	0	1	0	1	0	4	3
15	10	Male	Two-or-more	2	Bachelors+	Public	Rural	63.546248	65.852706	59.249222	2.737978	0.827512	0.298446	1	0	0	1	0	4	1
15	10	Female	White	1	HS	Public	Rural	79.376222	72.139175	66.672085	2.620859	0.893241	0.288525	1	0	0	1	0	4	1
18	12	Female	Black	3	HS	Public	City	61.168079	69.686146	72.439773	2.537258	0.881377	0.902496	1	1	0	0	1	3	2
18	12	Female	Hispanic	2	<HS	Public	Rural	74.083067	69.646925	63.534206	2.648434	0.88627	1.076525	1	0	0	0	0	3	2
18	12	Male	Asian	4	HS	Public	Suburban	66.997865	68.594335	60.716019	2.627846	0.86981	0.847533	1	1	0	0	1	2	1
14	9	Male	White	2	Bachelors+	Public	Rural	83.183958	91.060462	90.605116	3.720163	0.946996	1.044436	1	1	0	0	0	2	1
17	12	Male	White	1	<HS	Public	Rural	95.059063	78.924888	84.123749	3.189644	0.953074	1.031489	1	1	1	0	0	2	3
16	11	Male	White	3	HS	Public	Suburban	63.840724	69.705241	73.49369	3.036448	0.858094	0.675086	1	1	1	0	0	2	2
15	10	Female	Two-or-more	3	HS	Public	City	87.806372	83.117787	95.529815	2.983623	0.935003	1.301281	0	1	0	1	0	1	4
14	9	Male	White	3	HS	Public	City	75.350043	81.982215	79.752436	2.977075	0.911182	1.056648	1	1	1	0	0	3	2
15	10	Female	Hispanic	4	Bachelors+	Public	Suburban	61.795106	62.906627	63.726469	2.678114	0.832061	0.716249	1	1	0	0	1	3	1
16	11	Male	Hispanic	1	SomeCollege	Public	Town	73.613269	72.484359	70.792574	3.01901	0.864757	0.920901	1	1	1	0	0	5	2
18	12	Female	Hispanic	3	HS	Public	City	58.520403	70.329934	59.869464	2.120864	0.855843	0.886018	1	1	0	1	1	3	1
14	9	Female	Hispanic	1	HS	Public	City	69.233548	69.96791	63.509929	3.42104	0.884636	0.621878	1	0	1	1	0	1	1

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