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	Other	2	HS	Public	Suburban	69.400898	76.907244	77.061878	3.234945	0.906225	1.219526	0	1	0	0	0	4	2
16	11	Female	White	3	Bachelors+	Public	City	47.258822	45.863201	55.298197	1.95751	0.768346	0.334341	1	1	0	1	1	3	3
17	12	Female	Black	4	Bachelors+	Private	Town	73.819468	78.758131	71.454763	2.874719	0.919323	0.953643	1	1	0	1	0	4	3
14	9	Female	Hispanic	4	Bachelors+	Public	Suburban	60.906593	72.293269	59.547061	2.735023	0.839747	0.597396	1	0	0	1	0	3	1
16	11	Male	Hispanic	2	HS	Public	Suburban	62.226654	69.444833	64.788433	3.173821	0.840387	0.30908	1	1	0	1	0	4	2
14	9	Male	Other	3	HS	Public	Town	88.757178	92.182668	90.910869	3.4156	1	1.531797	1	1	0	1	0	4	3
15	10	Male	White	2	HS	Public	City	77.160539	77.708231	74.011309	2.992764	0.947413	0.726229	1	0	0	0	0	2	1
18	12	Female	White	2	HS	Public	City	74.293	69.053445	67.14173	3.004728	0.842235	1.274506	1	0	0	1	0	5	2
16	11	Female	Two-or-more	3	Bachelors+	Public	Suburban	63.362431	68.793637	79.359622	2.822356	0.898748	1.388978	1	1	0	0	0	4	2
17	12	Female	Hispanic	4	HS	Public	City	78.910816	76.82895	74.921535	3.097512	0.913029	0.655589	1	1	1	0	0	3	2
14	9	Female	White	4	SomeCollege	Public	Town	78.988415	78.267344	76.22015	3.249957	0.920738	1.016594	1	1	0	0	0	3	2
16	11	Female	White	4	SomeCollege	Public	Suburban	71.144626	69.210887	74.312952	2.930059	0.882789	0.747049	1	1	0	1	0	3	3
18	12	Female	Hispanic	4	SomeCollege	Public	Suburban	96.659934	91.366034	93.752108	3.179249	1	0.856846	1	1	0	0	0	2	2
15	10	Female	White	1	HS	Public	Suburban	64.211472	55.982047	52.513435	2.060273	0.852301	0.825349	1	0	0	0	0	2	3
15	10	Male	White	4	HS	Public	Suburban	78.88051	67.967909	79.767012	2.791925	0.878566	1.003392	1	1	0	1	0	3	3
17	12	Male	Hispanic	3	Bachelors+	Public	Rural	53.69734	52.637238	64.420593	2.138831	0.79401	0.895573	1	0	0	0	0	3	1
16	11	Male	Hispanic	4	Bachelors+	Public	Rural	79.263835	87.526956	79.66872	3.556102	0.937068	0.751939	1	0	1	0	0	2	2
16	11	Female	White	4	Bachelors+	Public	City	78.691002	70.3529	76.915345	3.61013	0.91377	1.114472	1	1	0	1	0	4	4
17	12	Female	Black	2	HS	Private	Rural	67.429978	65.391151	65.137323	2.608696	0.855776	1.194299	1	0	0	0	1	4	3
18	12	Male	Hispanic	3	SomeCollege	Public	City	71.281951	82.321421	71.630062	3.26617	0.941133	0.958951	0	1	1	0	0	3	3
18	12	Female	Hispanic	1	<HS	Public	City	54.487387	70.026222	63.680909	2.849797	0.855899	0.337884	1	1	0	0	0	2	3
14	9	Female	Hispanic	2	SomeCollege	Public	City	78.030999	78.399301	76.844967	3.646232	0.897923	1.058172	1	1	0	0	0	3	2
17	12	Female	White	1	HS	Public	Suburban	62.167782	71.236505	64.437815	2.459933	0.868573	1.339254	1	1	0	1	0	3	2
15	10	Female	Hispanic	4	HS	Public	Suburban	89.654157	85.139325	90.982546	3.797663	0.981579	1.003905	1	0	0	0	0	5	2
16	11	Female	White	2	HS	Public	Suburban	69.930096	64.910475	67.554853	2.633124	0.851557	1.611241	1	0	0	0	0	4	1
16	11	Male	White	2	SomeCollege	Private	Suburban	79.494887	78.451086	74.292962	3.379593	0.928728	0.925219	1	1	0	0	0	4	2
15	10	Male	White	3	Bachelors+	Public	City	66.163466	68.484894	57.845974	2.734654	0.848708	0.600931	1	1	0	0	0	2	2
15	10	Female	Other	2	<HS	Public	City	94.885629	79.162357	80.780601	3.548104	0.946435	1.210736	1	1	0	0	0	3	3
17	12	Female	White	4	HS	Public	City	69.006619	79.469351	72.076468	3.681829	0.916837	0.957594	1	1	1	0	0	2	1
15	10	Female	White	4	Bachelors+	Public	Suburban	73.677214	79.563786	74.423951	2.983148	0.878024	1.234267	1	1	1	1	0	3	2
14	9	Female	Black	1	HS	Public	Town	64.672238	85.075124	77.50998	2.482947	0.888941	0.812201	1	0	0	1	0	3	3
18	12	Male	White	1	HS	Public	Town	69.574714	66.538212	63.421461	2.583382	0.852018	0.885073	0	0	0	1	0	4	1
18	12	Female	White	1	HS	Public	City	92.053499	85.982644	96.345407	4	0.941244	1.578489	1	1	0	1	0	1	3
17	12	Female	White	2	Bachelors+	Public	City	71.025775	80.029164	68.250562	3.143712	0.916529	1.320373	1	1	1	1	1	2	3
14	9	Female	White	2	HS	Public	Suburban	74.439217	60.862935	70.700153	2.447019	0.910383	0.524832	1	1	0	1	0	4	2
17	12	Female	Asian	4	HS	Public	City	81.149378	73.711121	73.122819	2.594759	0.891313	1.021142	1	1	1	0	0	2	2
15	10	Male	Hispanic	1	<HS	Public	Suburban	77.648473	79.829983	78.951603	3.285985	0.934283	0.662091	1	0	0	1	0	2	2
17	12	Male	Hispanic	1	Bachelors+	Public	City	82.930494	73.264619	70.901852	3.397254	0.909579	1.416448	1	1	0	1	0	2	4
15	10	Male	White	2	HS	Private	City	72.380839	75.800997	81.237903	2.831583	0.92247	0.818634	1	0	0	0	0	4	1
16	11	Male	White	1	<HS	Public	Rural	77.569823	73.452631	74.204947	2.433471	0.880974	0.498453	1	0	0	1	0	5	2
15	10	Female	White	2	<HS	Public	City	73.664202	70.175888	69.786631	2.826592	0.886386	0.954214	1	0	0	0	0	3	1
18	12	Male	White	1	HS	Private	Suburban	79.880332	75.243667	79.849391	2.745238	0.875003	0.694399	0	1	0	0	0	2	1
18	12	Male	White	2	HS	Public	Suburban	70.715989	66.784519	65.794305	2.65412	0.857867	0.636347	0	0	0	0	0	2	3
14	9	Male	White	3	HS	Public	City	67.144594	70.119065	55.824927	2.555966	0.849043	1.305677	1	1	0	0	0	5	3
15	10	Male	Hispanic	3	Bachelors+	Public	City	66.195568	69.74989	75.874593	2.733866	0.888039	0.88891	1	0	0	1	0	3	2
15	10	Male	Hispanic	2	HS	Public	Town	87.896992	84.661707	92.155177	3.551975	0.93955	1.647548	1	0	0	0	1	2	1
16	11	Male	Two-or-more	3	Bachelors+	Public	Suburban	87.386022	93.739271	97.220235	4	0.969618	1.29157	1	0	0	1	0	3	1
18	12	Male	Hispanic	1	HS	Public	City	76.247671	86.124358	83.864054	3.017628	0.969841	1.308101	1	1	0	0	0	2	2
17	12	Male	White	3	Bachelors+	Public	Suburban	68.099395	66.428916	66.730166	2.745463	0.857409	0.803482	1	1	1	0	0	4	2
17	12	Male	Hispanic	1	Bachelors+	Public	Suburban	88.076947	85.429698	97.020159	3.193782	0.958863	1.17105	0	0	1	0	0	3	3
15	10	Male	White	1	<HS	Public	City	61.658746	68.880629	60.517044	3.101466	0.858068	0.363355	1	0	0	0	0	2	2
17	12	Female	Asian	4	HS	Private	Rural	78.140724	72.399515	72.134671	2.296087	0.892586	1.245034	1	1	1	0	1	3	1
18	12	Male	White	4	Bachelors+	Private	Rural	95.777579	91.160143	88.87583	3.40286	0.991026	1.450605	1	1	0	1	0	3	2
17	12	Female	White	4	HS	Public	Rural	75.748616	86.774302	89.068996	3.277115	0.990149	1.171297	1	1	0	1	1	2	3
17	12	Male	Hispanic	1	HS	Public	Suburban	64.278058	57.932925	58.13703	2.323208	0.832712	0.667495	0	0	0	0	0	3	2
14	9	Male	White	4	SomeCollege	Public	Suburban	66.248391	75.766353	75.791343	3.167955	0.8689	1.267051	1	0	0	1	0	3	2
14	9	Male	Hispanic	3	HS	Public	City	64.356989	59.699085	67.303816	2.367905	0.787483	1.075096	1	1	1	0	0	4	3
15	10	Female	Hispanic	2	<HS	Public	Town	66.734863	69.031335	68.499292	2.491015	0.88851	0.695242	0	1	0	0	0	2	3
15	10	Female	White	1	HS	Public	Suburban	74.556325	66.988675	73.989129	2.271322	0.904198	1.22427	1	0	0	0	1	3	1
18	12	Female	Hispanic	2	HS	Public	Town	77.459968	63.698577	64.483665	2.612131	0.81983	0.632749	1	1	1	0	0	2	3
15	10	Female	Hispanic	2	HS	Public	Suburban	78.317773	79.628397	72.610805	3.375597	0.862177	1.089047	1	1	0	0	0	3	3
16	11	Female	Hispanic	2	SomeCollege	Public	Suburban	48.784212	51.955383	46.138217	2.161409	0.765578	0.740401	1	1	0	0	0	2	1
17	12	Male	White	2	<HS	Public	Rural	50.981341	54.003066	57.636443	1.889621	0.747068	0.985369	1	1	0	0	0	5	3
18	12	Female	Hispanic	2	SomeCollege	Public	City	67.821753	71.472022	77.679466	2.504828	0.861489	0.973696	1	1	0	1	0	3	3
15	10	Male	Two-or-more	4	Bachelors+	Public	Suburban	77.260419	79.408907	80.683616	3.561117	0.926218	1.59604	1	0	1	1	1	5	3
15	10	Female	White	2	HS	Private	City	77.870184	79.224328	81.140989	3.015099	0.936954	0.825553	1	1	0	0	0	2	2
15	10	Male	Hispanic	2	SomeCollege	Public	Rural	64.920545	69.636321	74.020613	2.632081	0.898252	1.122145	1	1	0	0	0	4	3
18	12	Male	Two-or-more	4	HS	Private	Rural	82.235094	68.984208	63.704858	3.295869	0.854553	0.907581	1	0	0	1	0	4	2
15	10	Male	Hispanic	2	<HS	Public	Rural	62.825702	74.568164	68.211406	3.169757	0.868742	0.780604	1	0	0	0	0	4	2
16	11	Female	Two-or-more	3	HS	Public	City	77.256643	71.915835	71.716963	2.525213	0.880733	1.512415	1	1	0	0	0	4	2
14	9	Male	White	1	<HS	Public	Suburban	73.27179	83.453904	83.730082	3.340775	0.91598	1.441801	1	1	0	0	0	4	1
16	11	Female	Hispanic	4	HS	Public	City	86.914352	79.386422	68.714153	2.469011	0.893426	1.250148	1	0	0	0	0	4	3
14	9	Female	White	3	SomeCollege	Public	Suburban	67.953907	69.295094	47.394104	2.627124	0.849443	0.703241	0	0	0	0	0	3	1
18	12	Male	Asian	4	Bachelors+	Public	City	68.11622	71.805992	75.686083	3.09526	0.918745	1.520633	1	1	1	0	1	4	2
16	11	Female	White	2	<HS	Public	Rural	84.699118	94.267978	83.922406	4	0.956351	0.830089	1	0	0	0	0	4	2
16	11	Male	Two-or-more	3	SomeCollege	Public	City	84.26011	92.762919	88.058026	3.59439	0.956611	1.23291	1	0	1	1	0	1	1
18	12	Male	White	4	Bachelors+	Public	Suburban	67.135143	90.035778	84.307838	2.618007	0.950483	1.08289	1	0	0	0	0	2	1
15	10	Female	White	3	HS	Private	Rural	64.583606	68.530222	72.479253	3.020449	0.869971	1.125874	1	1	0	0	0	3	4
14	9	Male	White	4	HS	Public	Suburban	75.504102	81.223868	70.252974	2.27255	0.886479	1.297294	1	1	0	0	1	3	2
16	11	Male	White	2	SomeCollege	Private	Suburban	69.753052	57.972756	51.522189	2.103419	0.809338	0.804437	1	0	0	1	0	1	2
15	10	Female	Hispanic	1	HS	Public	Suburban	80.921121	79.846465	84.863053	2.710164	0.959604	0.561218	1	0	0	0	0	2	1
14	9	Male	White	3	HS	Public	Rural	76.428335	82.970063	89.054057	3.333421	0.903664	1.35069	1	0	0	0	0	4	3
17	12	Male	Asian	1	Bachelors+	Public	Suburban	70.496402	60.098509	52.280744	2.265802	0.843799	0.84495	0	0	0	0	0	3	1
17	12	Female	White	4	Bachelors+	Public	Suburban	90.045051	79.356378	92.898193	3.527778	1	0.762129	1	0	1	0	0	4	2
16	11	Male	White	3	SomeCollege	Public	City	69.338026	73.429222	71.817793	3.018579	0.898999	0.828075	1	1	0	1	0	4	1
15	10	Female	Black	4	Bachelors+	Public	Suburban	71.414934	76.163024	66.269987	2.825086	0.903231	1.074395	1	0	0	1	0	4	1
17	12	Female	Asian	4	SomeCollege	Private	Suburban	100	91.81355	100	3.937704	0.998769	1.611484	1	0	0	0	0	3	3
17	12	Male	Black	2	SomeCollege	Public	City	64.828738	68.569373	71.53491	2.80549	0.864637	1.230739	1	1	0	1	0	3	2
16	11	Female	Black	2	Bachelors+	Private	City	66.682687	71.808927	69.060121	2.730104	0.851582	0.754053	1	1	0	1	0	3	3
14	9	Male	Hispanic	1	HS	Public	Town	82.052251	91.734622	85.407035	3.785472	0.989922	1.607227	1	0	1	0	0	3	2
17	12	Male	Two-or-more	1	HS	Public	City	82.409277	71.973585	74.444688	3.214284	0.940275	1.085391	1	1	0	0	0	2	1
16	11	Male	Black	2	<HS	Public	City	91.416685	80.318236	82.864752	3.266294	0.946964	1.391345	1	0	1	0	0	4	4
16	11	Male	White	4	HS	Public	Suburban	90.401056	83.684681	86.380211	3.736706	0.955367	1.381915	1	1	0	0	1	3	3
15	10	Female	White	1	SomeCollege	Public	Town	75.375453	77.680459	71.613218	3.137768	0.913355	1.383785	0	0	0	0	0	4	1
16	11	Female	White	1	Bachelors+	Private	Rural	87.948606	81.147619	83.424297	3.356673	0.949093	0.615607	1	1	1	1	0	3	1
18	12	Female	White	3	<HS	Public	Town	72.092908	69.991881	66.587725	2.57302	0.876365	0.668173	1	1	0	0	0	3	1
14	9	Male	Hispanic	2	SomeCollege	Private	Suburban	70.269953	81.080366	77.861786	2.83882	0.919977	1.581179	1	1	0	1	0	3	3
16	11	Male	White	4	HS	Private	Suburban	82.979287	78.280532	81.989334	3.516954	0.891456	0.966526	1	0	0	0	0	3	2
14	9	Female	White	3	<HS	Public	City	76.382977	79.010166	84.90104	3.349169	0.900945	1.163542	1	1	1	0	0	4	3
14	9	Female	White	3	<HS	Public	City	89.409375	83.916127	89.626329	3.604428	0.948548	1.228768	0	1	1	0	1	3	4

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