Datasets:

jason1966
/

algozee_student

student_id string	final_score float64	grade string	pass_fail int64	previous_score float64	math_prev_score float64	science_prev_score float64	language_prev_score float64	daily_study_hours float64	attendance_percentage float64	homework_completion_rate float64	sleep_hours float64	screen_time_hours float64	physical_activity_minutes float64	motivation_score float64	exam_anxiety_score float64	parent_education_level string	study_environment string
S0001	60.137241	D	1	60.599707	61.488212	53.568119	64.972292	1.427203	75.738405	68.534371	6.809352	3.313096	65.059425	4.150025	6.104103	Master	Noisy
S0002	99.021977	A	1	92.289287	85.612565	91.873759	89.040461	4.813612	89.602736	91.990197	5.567793	4.925359	76.016617	8.714693	1.982358	High School	Quiet
S0003	70.522955	C	1	80.259667	82.160656	72.736065	74.243663	1.240908	81.495426	69.669666	6.702875	5.107888	113.616872	5.92822	4.463662	High School	Moderate
S0004	63.448537	D	1	72.926217	75.979145	76.726496	67.715995	2.190601	71.472047	71.976757	7.854439	3.772446	108.68669	4.224928	4.740474	High School	Noisy
S0005	66.483019	C	1	48.581025	51.379977	48.993224	46.145011	2.192265	64.276582	68.940591	7.662429	1.898989	42.107294	9.506815	1.143852	Master	Quiet
S0006	49.088061	F	0	48.579699	53.983602	41.291941	46.820092	2.281605	61.624397	71.320143	7.30293	3.338791	45.551069	4.837854	5.588057	Bachelor	Noisy
S0007	48.453234	F	0	43.194599	47.364209	41.648553	39.344618	1.657147	59.87698	70.61607	6.534114	5.840363	62.187649	7.310676	1.618658	Master	Quiet
S0008	84.613576	B	1	87.639688	89.935588	83.878906	81.159105	4.132646	81.947173	88.404181	6.769044	4.764931	56.166948	5.644325	3.571354	Bachelor	Quiet
S0009	66.451909	C	1	73.061326	72.710497	74.657198	70.780722	1.489991	71.631035	61.153126	6.949089	5.055813	85.329386	4.391157	6.297339	Master	Moderate
S0010	74.20951	C	1	78.943992	70.639187	85.646244	79.851125	3.539627	69.685303	84.288583	7.848449	1.164127	111.249844	4.299535	5.465958	Master	Quiet
S0011	42.715954	F	0	41.132147	43.280238	31.756285	44.107295	1.495384	57.225358	59.069031	6.841872	3.339297	116.606239	4.69334	6.895807	Bachelor	Quiet
S0012	76.547557	C	1	93.345042	94.38348	93.920172	90.557927	1.282143	87.639418	71.924145	6.332074	4.233106	88.824266	4.428202	6.072927	Master	Quiet
S0013	97.925131	A	1	85.784345	87.142239	84.983681	83.719356	4.637718	76.151287	93.545207	6.330464	5.150163	105.434328	8.563349	1	Master	Moderate
S0014	56.731838	D	1	51.678651	45.294908	55.035351	47.04516	1.760515	65.917737	71.763235	7.783154	1.246368	77.268198	6.913397	3.076397	High School	Quiet
S0015	55.269319	D	1	50.000373	44.59509	51.066356	49.843177	4.285001	74.501529	93.897357	6.2633	5.262194	48.749425	6.057353	4.006031	Bachelor	Quiet
S0016	58.383835	D	1	50.087248	55.353012	46.327401	45.845105	3.178523	70.158907	76.862565	7.034568	3.742005	77.221957	6.510213	2.761396	Bachelor	Quiet
S0017	53.472483	D	1	56.733323	56.535548	55.138054	59.598962	1.311426	76.584369	63.084487	7.623604	1.98657	79.957434	9.57368	1	High School	Noisy
S0018	81.738245	B	1	68.861604	72.269107	64.881474	59.932271	4.821793	76.386441	102.137942	7.640707	2.586276	96.821181	9.464511	1.236879	Bachelor	Moderate
S0019	61.010618	D	1	63.756976	63.898568	69.137012	61.958828	1.987845	77.716037	68.93714	7.918503	2.409648	49.789469	8.294059	2.551214	High School	Noisy
S0020	84.094984	B	1	56.017603	56.166383	56.124161	57.523139	4.438581	64.388978	100.351379	6.942715	3.654295	63.147934	9.308094	1.295687	Bachelor	Moderate
S0021	63.394595	D	1	73.651909	78.343328	83.157863	74.571082	1.67524	73.604253	71.859977	6.968583	1.258428	62.762472	5.917888	5.59743	Bachelor	Moderate
S0022	74.755267	C	1	47.672162	45.091939	47.368858	61.137331	4.415772	50.14038	98.75229	7.289644	1.792681	116.349564	6.286656	3.171571	Bachelor	Noisy
S0023	57.292057	D	1	56.067956	56.54856	52.525922	57.816956	1.052915	73.964705	58.230869	6.502992	5.063465	69.955046	7.682273	3.991998	Bachelor	Moderate
S0024	66.167282	C	1	60.149901	57.838525	52.581329	55.129628	3.047122	77.776571	75.072006	6.58321	1.66302	97.958457	7.741756	1.357323	High School	Moderate
S0025	77.100187	C	1	65.083849	62.911368	56.068151	64.606528	4.07777	69.776038	87.709765	8.044238	2.166981	97.573024	6.890199	2.097115	High School	Noisy
S0026	84.888241	B	1	83.184678	81.638817	75.263998	74.303446	4.739182	80.32258	98.373025	7.091133	3.266853	53.898977	6.403947	1.836094	Bachelor	Quiet
S0027	65.141653	C	1	50.982058	52.092727	52.317691	50.579059	4.636809	61.721718	99.097019	7.114995	3.585604	81.468272	9.917082	1	Master	Moderate
S0028	80.093884	B	1	68.282894	65.889151	70.826519	64.117614	4.278499	76.054715	81.927138	7.237348	4.818052	110.48726	8.926742	1	High School	Noisy
S0029	84.428594	B	1	72.582801	78.861582	64.676848	77.159753	4.552765	81.916063	95.487088	6.71393	3.236662	72.767795	6.609881	3.916056	Bachelor	Moderate
S0030	55.652147	D	1	42.554773	38.081736	47.029964	39.807071	1.796879	52.563526	68.759234	6.802224	4.949323	115.060576	8.363755	1.880136	High School	Noisy
S0031	72.65991	C	1	73.414967	72.480609	70.999662	72.831137	2.136737	78.754676	69.979651	6.717548	4.091732	49.301241	5.61737	3.189656	Master	Quiet
S0032	48.135862	F	0	49.378827	47.180172	50.112792	46.201038	2.155874	63.306055	78.01511	7.438307	1.565499	36.67432	4.601016	5.006258	Master	Moderate
S0033	62.102769	D	1	43.577838	50.812727	51.638941	52.272094	2.508216	62.355891	77.191058	7.079407	1.781657	110.230849	6.114586	3.513952	Master	Quiet
S0034	96.662285	A	1	92.188705	93.171478	96.672901	90.582491	2.573283	88.389322	82.283786	7.877251	3.185169	106.291308	6.417837	1.806181	Bachelor	Quiet
S0035	88.690649	B	1	93.109762	98.268985	91.767109	102.272547	3.178221	85.613869	80.70241	6.916916	2.984447	119.333089	4.099223	4.919831	Bachelor	Noisy
S0036	87.863519	B	1	84.461854	77.034052	80.005893	88.532613	1.639519	81.712993	71.082578	6.934416	4.717721	91.145414	8.888752	1	Master	Moderate
S0037	73.227746	C	1	56.753757	58.089009	45.99468	59.164091	3.764987	67.307503	95.825199	5.891391	3.903686	114.301913	6.15516	5.278465	High School	Moderate
S0038	50.212443	D	1	45.371966	49.82012	41.7762	47.215632	1.670266	67.537564	73.261129	7.707795	2.940665	104.425412	7.482509	2.708942	High School	Moderate
S0039	65.734263	C	1	77.632816	78.044236	76.577165	79.601803	2.241234	80.910208	66.951631	7.969965	1.853801	105.99837	4.443779	6.21839	Master	Moderate
S0040	63.526668	D	1	64.208387	69.535789	59.27249	54.570024	3.013381	73.207111	78.865425	7.408461	2.134186	81.222741	5.049981	3.451384	Bachelor	Moderate
S0041	56.692561	D	1	46.712103	44.125661	46.055818	45.317686	4.185762	57.001293	90.131799	6.723277	3.877505	64.412814	9.338162	1.856052	High School	Noisy
S0042	80.238033	B	1	67.23473	74.281467	67.618989	71.46052	3.957877	71.724466	92.025042	7.264842	3.117194	114.110227	7.652125	3.648977	High School	Moderate
S0043	55.105281	D	1	41.891369	53.385859	40.767089	41.646883	3.582137	65.43903	89.253142	8.072004	3.574638	68.890546	9.701704	1	High School	Quiet
S0044	94.948399	A	1	90.012622	88.198429	86.762609	82.986673	1.623093	85.194794	62.036467	6.562365	1.853387	78.493743	9.9925	1	Bachelor	Quiet
S0045	55.93515	D	1	54.232899	52.005386	55.076172	53.970877	3.188181	70.414107	82.221006	7.096654	4.314531	70.150288	6.231161	4.264605	Master	Moderate
S0046	77.295569	C	1	76.438726	83.705648	78.648429	84.959253	1.349786	87.051922	53.398223	5.965383	5.262694	80.833648	5.792818	4.85157	Bachelor	Noisy
S0047	57.800866	D	1	57.144109	65.04197	51.692114	63.378568	2.509453	73.765085	82.304252	7.303132	2.289698	72.345457	9.150136	1	High School	Noisy
S0048	75.862759	C	1	68.603741	65.989441	75.658403	68.293721	2.654066	74.767662	73.97879	6.838789	3.457571	34.31708	9.991669	1	Master	Moderate
S0049	61.508448	D	1	70.069065	67.968131	69.576125	74.826312	1.159246	72.479587	61.871777	6.02255	5.877637	109.384337	7.777847	1.624772	Bachelor	Quiet
S0050	64.880749	D	1	50.166995	48.758072	50.261243	48.33446	2.095952	52.31575	69.411275	7.194905	2.666209	69.995444	8.770844	1.339574	Master	Moderate
S0051	100	A	1	93.327155	86.604902	96.868227	84.807797	4.822598	85.821653	103.956117	6.240345	3.975232	83.004928	8.690475	2.506703	High School	Moderate
S0052	75.105428	C	1	82.632305	78.039046	83.798386	78.009975	4.81453	79.68609	83.957772	8.079297	1.450979	42.526902	6.132038	3.09692	Bachelor	Moderate
S0053	92.588574	A	1	91.672442	86.651738	96.438125	99.486886	2.409308	87.788052	74.01003	5.893906	4.030075	30.304906	7.445622	3.555198	Master	Noisy
S0054	91.671566	A	1	89.215504	85.376516	90.651125	87.845539	1.1724	83.838226	61.194911	7.835435	1.448159	52.076108	8.998342	1	Bachelor	Noisy
S0055	74.199228	C	1	72.884499	72.711074	69.822312	71.667579	1.71638	74.840324	64.895616	6.097879	5.796177	93.412743	8.128683	1.02369	High School	Quiet
S0056	82.395018	B	1	90.703083	91.874157	92.510601	89.203892	2.568871	76.454547	84.319844	6.041044	4.578313	38.927508	4.126983	6.691612	Master	Quiet
S0057	60.087338	D	1	44.867088	52.61959	39.148457	54.387771	4.791119	57.733705	93.474541	6.618952	4.940799	111.79987	6.020234	4.901702	High School	Moderate
S0058	52.441991	D	1	50.779057	45.787287	51.321856	58.908852	1.564796	67.772784	69.506943	5.865368	4.520522	49.352031	4.866854	5.984556	Master	Quiet
S0059	51.613854	D	1	42.487501	47.409113	42.321351	53.581402	4.054063	69.823289	92.321898	6.835263	3.948645	48.413425	5.397833	3.286369	High School	Moderate
S0060	70.39357	C	1	57.893168	56.823224	56.852584	57.097942	1.43473	68.458957	70.654898	6.313692	3.249564	46.335717	9.432937	1	High School	Quiet
S0061	65.550027	C	1	61.377251	61.129932	60.734563	62.855373	4.92503	72.327681	95.914358	6.643076	5.291867	31.258354	4.22136	6.601629	Bachelor	Moderate
S0062	54.773069	D	1	54.924197	58.298294	45.514952	47.340984	2.526466	72.224489	71.599815	5.802568	5.784178	99.462492	5.318804	4.722738	High School	Noisy
S0063	89.894147	B	1	85.580563	79.966953	82.836938	92.965235	4.100938	78.735812	96.489731	6.725949	3.495181	108.753108	5.857416	3.068891	Bachelor	Moderate
S0064	57.306908	D	1	59.621433	61.533482	60.085657	53.782535	2.370364	71.644787	75.83025	6.449672	5.657675	85.274643	7.701304	2.757014	High School	Noisy
S0065	57.320764	D	1	55.451398	56.283659	56.25068	56.535276	3.510676	64.023248	77.382068	6.43873	3.916665	46.937998	7.20461	2.080583	High School	Noisy
S0066	61.353622	D	1	69.848285	72.310541	64.709909	64.361772	1.768064	79.248264	64.984118	6.863442	3.691921	55.67502	5.309617	6.484908	High School	Quiet
S0067	54.350913	D	1	47.750832	49.196676	54.079372	44.806498	1.584084	64.632431	67.772754	6.261361	3.272414	72.833403	4.985446	6.559395	Master	Quiet
S0068	82.576476	B	1	84.120834	96.397335	79.78996	79.934522	4.752257	83.552676	101.711387	7.701506	2.046439	115.891136	5.420788	5.183309	Bachelor	Noisy
S0069	60.220299	D	1	44.100285	40.911585	48.947571	41.060909	4.670589	58.13715	93.309738	8.576877	1.018598	52.261623	7.015178	4.345829	Master	Moderate
S0070	89.125539	B	1	94.278782	91.623797	96.414753	91.583168	4.549876	90.674553	80.927478	8.733845	2.207531	95.848131	5.627067	4.437725	Bachelor	Moderate
S0071	86.331613	B	1	82.473462	79.35776	79.242326	79.732118	3.501734	91.660296	87.633454	6.980999	3.548616	69.55034	9.685615	1.079822	High School	Quiet
S0072	64.317814	D	1	50.929362	48.151977	59.805917	55.096032	4.233073	60.425123	86.229125	7.524162	2.8998	56.806261	6.783191	4.694529	Master	Moderate
S0073	39.436637	F	0	40.303716	37.116781	34.335532	34.779402	1.276148	58.453063	52.674783	6.136959	3.242426	71.032434	4.352776	5.892723	Bachelor	Moderate
S0074	80.976818	B	1	84.850379	90.795461	89.446149	85.953086	2.339156	83.583227	59.229932	6.980395	5.903241	36.408605	8.375598	1.369214	High School	Moderate
S0075	87.891014	B	1	78.877154	85.979675	83.880066	84.96695	2.254812	83.370608	76.618029	7.562706	2.751362	101.881863	5.973072	2.322306	Bachelor	Noisy
S0076	86.387081	B	1	80.095394	77.241663	76.742293	77.529412	3.542581	77.249966	86.0689	6.779759	3.260915	51.897174	7.920934	1.995933	Bachelor	Noisy
S0077	74.726587	C	1	82.419869	78.258091	89.382196	78.830275	2.423831	67.044783	73.110029	8.118317	1.667578	95.287091	5.677566	5.145857	High School	Moderate
S0078	53.569332	D	1	44.072456	46.429534	42.822223	42.919833	1.594027	68.832175	72.885393	7.500825	1.239789	36.151353	7.424462	3.521171	Master	Quiet
S0079	81.312916	B	1	59.715615	56.9545	61.159083	65.614241	3.385868	73.660338	87.045306	6.307873	4.877048	115.95887	8.632915	1.87145	High School	Moderate
S0080	70.894596	C	1	46.372798	49.537457	47.674407	47.343336	4.257536	54.471661	100.656857	7.081643	3.853416	47.371349	9.568052	1	Master	Quiet
S0081	78.662851	C	1	87.470688	88.485304	86.799145	84.814617	2.528494	80.6975	68.321262	6.027266	4.803524	109.446787	5.566763	2.456416	Bachelor	Noisy
S0082	70.642058	C	1	74.281397	66.702676	78.335438	76.70078	1.529075	84.981611	65.117995	7.986018	1.749314	102.852589	6.009142	3.495643	Bachelor	Moderate
S0083	62.242348	D	1	58.199391	65.936917	62.166835	52.687931	1.786753	76.338678	59.783961	6.314262	3.859144	117.107393	6.785599	2.910057	Bachelor	Moderate
S0084	60.664794	D	1	43.495709	52.475098	34.753049	46.902507	1.949933	66.441055	68.352421	6.794509	2.268212	73.010159	9.563049	1	Master	Quiet
S0085	68.529952	C	1	57.104028	54.040084	63.625729	59.147064	2.19959	67.671452	70.752824	6.903062	2.140309	95.465756	9.408321	1.210235	High School	Quiet
S0086	67.542225	C	1	57.885083	55.946575	49.572623	56.34604	3.57118	69.357478	88.844871	8.062461	1.05763	63.363959	4.53927	7.446407	Master	Moderate
S0087	77.608075	C	1	80.12834	81.557667	85.291071	75.935411	3.403782	79.409541	84.265639	7.196101	1.651704	46.593141	4.791579	5.33195	Bachelor	Moderate
S0088	74.183336	C	1	75.065661	76.737945	80.699187	70.632256	3.784319	83.174029	90.96023	6.5621	2.546341	69.876834	6.973055	2.810213	Bachelor	Quiet
S0089	82.55267	B	1	88.796701	92.089422	83.341869	91.470788	2.450008	80.019138	78.01728	7.221842	1.584394	44.917411	4.639716	5.101063	High School	Noisy
S0090	72.29469	C	1	65.971821	76.022844	63.917749	72.116723	4.295991	68.956912	103.734549	6.205191	5.929292	118.384016	6.073485	4.0509	Master	Quiet
S0091	39.835331	F	0	46.577684	45.692947	41.04916	43.391145	1.816351	68.340215	66.587023	6.646565	2.543163	38.662184	4.890312	4.281394	Bachelor	Moderate
S0092	78.464449	C	1	79.228463	75.236977	78.153858	81.520397	2.876163	79.392424	74.056516	6.928674	1.65162	83.029055	7.816242	2.303956	Master	Noisy
S0093	90.245943	A	1	81.843178	74.946582	80.303006	71.408043	4.203755	87.813926	93.267967	8.457025	1.995412	86.381747	9.696973	1	Master	Noisy
S0094	79.819897	C	1	70.870246	67.215596	74.768549	67.947157	1.720635	72.077562	63.194946	6.388162	3.938516	78.427159	9.980403	1	High School	Noisy
S0095	70.473616	C	1	82.403195	82.23756	88.954739	82.2479	1.439452	80.927706	71.804328	7.442414	1.320218	89.59673	6.251447	4.206095	High School	Noisy
S0096	80.830428	B	1	67.158758	76.131547	74.137177	62.610341	4.534736	68.967314	93.931269	6.22273	5.312171	40.45627	7.594076	2.839672	Bachelor	Moderate
S0097	83.686644	B	1	68.750306	66.162249	65.939465	64.067774	2.371719	74.411966	70.889305	6.047072	5.807498	79.951667	9.137606	1	High School	Noisy
S0098	63.363266	D	1	63.514756	64.633696	62.468647	60.175858	3.73548	64.364643	84.998226	7.640552	2.233737	55.849131	4.704772	5.932098	Master	Quiet
S0099	46.480213	F	0	41.398052	41.315937	32.980861	42.859016	1.101394	58.260859	64.606031	7.498929	3.250476	114.615846	8.137386	1.191599	High School	Quiet
S0100	63.126969	D	1	45.934028	51.875995	41.904678	44.997383	3.760188	55.785745	86.813141	7.513821	1.110672	98.586449	6.453062	2.451099	Master	Quiet

End of preview. Expand in Data Studio

Can We Predict Student Success?

A comprehensive dataset for analyzing and predicting student academic success

Dataset Info

Source: Kaggle
Original Size: 0.11 MB
Kaggle Downloads: 458
Files: 1

Files

student_performance_interactions.csv

Mirrored from Kaggle

Downloads last month: 4

Size of downloaded dataset files:

260 kB

Size of the auto-converted Parquet files:

134 kB

Number of rows:

1,000