digital-lifestyle-benchmark-dataset

Split (1)

train · 3.5k rows

id int64	age int64	gender string	region string	income_level string	education_level string	daily_role string	device_hours_per_day float64	phone_unlocks int64	notifications_per_day int64	social_media_mins int64	study_mins int64	physical_activity_days float64	sleep_hours float64	sleep_quality float64	anxiety_score float64	depression_score float64	stress_level float64	happiness_score float64	focus_score float64	high_risk_flag int64	device_type string	productivity_score float64	digital_dependence_score float64
401	35	Female	Europe	Lower-Mid	Bachelor	Full-time Employee	6.54	205	71	17	93	6	5.472642	5	3.841858	6	4.713401	3.1	84	0	Android	49	34.1
402	23	Female	South America	Lower-Mid	Master	Unemployed_Looking	3.76	101	916	52	102	3	9.326464	3.952407	5.33307	7	2.933526	9.6	0	0	Tablet	59	38.8
403	15	Female	Europe	Lower-Mid	High School	Student	3.05	97	262	631	290	3	8.72416	3.920449	3.106982	1	1.106945	8.7	0	0	Laptop	65	19.2
404	39	Male	Africa	Lower-Mid	Bachelor	Caregiver/Home	6.95	123	252	124	210	5	8.266524	3.087347	5	9	1.883735	9.8	40	0	Android	65	32.6
405	27	Female	South America	High	PhD	Full-time Employee	8.38	145	294	277	25	1	7.63732	2.83399	6.896858	15	1.19626	6.4	49	1	iPhone	60	37.9
406	35	Male	Europe	Upper-Mid	Bachelor	Full-time Employee	15.32	323	321	155	11	5	4.825643	3.13839	21	24	9.880853	0.7	36	1	Android	71	70.6
407	45	Female	Africa	Low	Bachelor	Full-time Employee	6.53	143	1,201	159	0	0	5.579356	1	3.956463	10	9.386811	9.8	0	1	Tablet	54	58.3
408	29	Male	South America	Upper-Mid	High School	Full-time Employee	1.72	49	156	27	258	3	8.901814	2.982741	6	0	6.934831	8.6	48	0	iPhone	64	10.6
409	24	Male	Europe	Lower-Mid	Master	Student	6.29	148	189	123	191	3	5.186971	2.007257	3	14	9.968965	3.3	57	1	iPhone	66	30.1
410	44	Male	Middle East	Upper-Mid	PhD	Full-time Employee	5.34	101	180	162	141	2	8.352535	3.936066	4	5	1	9	49	1	Android	70	25.4
411	15	Female	South America	Lower-Mid	High School	Part-time/Shift	9.43	275	449	133	32	3	6.156287	1.884955	5.906759	10	2.062033	5	22	0	Laptop	72	54.1
412	49	Male	North America	Low	PhD	Unemployed_Looking	3.24	64	67	131	158	3	8.981008	3.929325	5	0	1	9	70	0	Tablet	54	15.3
413	37	Female	Asia	High	Bachelor	Full-time Employee	7.17	151	296	159	43	4	6.95806	2.040356	6.204559	12	9.862089	2	40	0	iPhone	50	36.9
414	22	Male	North America	Upper-Mid	Bachelor	Student	5.86	153	960	177	96	3	8.525212	1.970906	3	9	5.996048	6.3	0	0	Android	78	48.7
415	16	Female	Africa	Low	High School	Student	4.05	67	186	144	85	0	8.068386	2.698882	5.999633	4	4.32126	2.8	50	0	Laptop	68	17.1
416	19	Male	Europe	Lower-Mid	Bachelor	Student	10.67	146	358	80	80	1	7.032082	1	7	10	2.182628	8.7	34	0	Tablet	58	44.5
417	39	Male	Europe	Lower-Mid	PhD	Full-time Employee	5.73	96	603	36	225	6	8.593038	4.310692	0	3	1	9.2	14	0	iPhone	81	36
418	20	Male	Asia	Lower-Mid	Bachelor	Full-time Employee	8.01	116	111	136	0	7	6.810012	3.300887	3	13	1.702429	6.9	64	0	iPhone	65.299301	29.2
419	27	Female	Asia	Upper-Mid	Bachelor	Student	11	170	589	177	165	7	6.72054	1.295796	9.720425	15	9.688879	4.8	4	1	Android	77	53.4
420	35	Female	North America	Lower-Mid	High School	Unemployed_Looking	12.25	172	175	362	11	3	7.468843	3.014513	16.642892	14	6.935419	9.1	66	0	Laptop	66	47
421	29	Male	Africa	Lower-Mid	Bachelor	Unemployed_Looking	5.07	77	77	39	77	3	8.71436	3.878748	5	1	9.048184	6.418568	86	0	Android	86	18.3
422	29	Male	Asia	Low	PhD	Full-time Employee	14.01	241	1,202	217	148	4	5.07781	1.053348	18	18	9.858588	5.5	0	1	Laptop	65.299301	82.1
423	24	Female	North America	Low	Master	Student	5.24	62	184	351	160	6	8.265717	4.260646	9.115391	0	9.696816	2.7	37	0	Laptop	63	20.3
424	22	Female	Middle East	Lower-Mid	Bachelor	Student	9.41	247	229	81	179	5	7.005864	2.099652	7.675349	16	1	10	59	0	Tablet	75	46.5
425	38	Female	Middle East	Upper-Mid	High School	Full-time Employee	9.66	126	275	34	37	3	6.534121	1	10.044214	18	3.003053	8.1	46	0	Android	71	36.684152
426	28	Female	Africa	Lower-Mid	Bachelor	Part-time/Shift	4.82	90	74	147	60	1	8.388575	2.802981	1.641611	5	1	8.4	77	0	iPhone	79	18.8
427	37	Female	North America	Low	High School	Part-time/Shift	3.63	89	161	64	0	0	9.066517	3.729352	6.035913	1	1	9.9	70	0	iPhone	55	19.6
428	17	Male	North America	Lower-Mid	High School	Student	7.5	175	134	154	99	4	7.404266	2.006492	3	10	1	8.5	74	0	Tablet	72	33.1
429	34	Male	Africa	Low	High School	Full-time Employee	5.78	100	1,199	81	0	1	6.191286	2.917079	1	8	10	2.6	0	0	Laptop	76	51.3
430	23	Female	Europe	Lower-Mid	Bachelor	Student	6.77	123	274	44	25	7	7.459096	3.267644	2.738853	11	4.69473	9.1	66	0	Tablet	47	31.7
431	44	Male	Middle East	Lower-Mid	Master	Full-time Employee	14.3	271	215	249	112	1	5.819559	1	21	22	10	2.9	30	1	Tablet	53	62.4
432	29	Female	North America	Low	High School	Unemployed_Looking	3.15	39	782	131	165	3	8.868832	3.967359	9.313476	0	3.97627	8.8	3	0	Android	45	29.6
433	24	Male	Asia	Lower-Mid	Bachelor	Unemployed_Looking	9.18	157	104	130	326	0	6.914203	1.777779	10	11	3.472564	8.9	76	0	Laptop	62	35.8
434	43	Female	South America	Low	Master	Full-time Employee	6.3	125	539	122	189	4	6.266577	2.052796	6.128363	11	2.950286	9	13	0	iPhone	72	38.7
435	17	Female	Africa	Low	High School	Student	4.45	83	157	91	231	2	5.827113	3.916435	3.309808	1	10	1.5	67	1	Android	80	18.4
436	29	Female	South America	High	Bachelor	Unemployed_Looking	8.6	207	828	122	187	1	5.280145	1.768696	6.662099	12	10	7.5	5	1	iPhone	66	57.4
437	18	Male	North America	Low	High School	Student	9.83	181	248	126	342	5	7.359209	1.206194	7	14	1.843962	7.3	37	0	Tablet	81	41.9
438	15	Female	North America	Low	High School	Student	9.36	203	198	150	66	6	6.139886	1.23978	13.502091	10	2.661086	7.5	43	0	Laptop	51	42
439	20	Female	Middle East	Low	Bachelor	Student	4.6	89	268	102	100	2	6.868539	2.944541	1.884513	0	10	1.9	64	0	iPhone	48	36.684152
440	14	Male	Asia	Lower-Mid	High School	Student	6.62	117	379	241	223	3	7.962018	3.990298	3	3	1	8.7	27	0	iPhone	64	32.3
441	34	Female	Asia	Upper-Mid	High School	Unemployed_Looking	2.94	50	870	136	173	3	9.28347	5	5.603824	0	8.137754	9.6	0	0	Tablet	69	32.1
442	31	Female	Middle East	Upper-Mid	High School	Full-time Employee	14.63	297	503	119	84	3	3.903528	1	5.690281	14	10	2.3	19	1	Laptop	65	71.2
443	33	Female	Europe	Upper-Mid	Bachelor	Full-time Employee	7.62	180	381	53	162	5	7.059019	2.107239	2	10	3.914207	2.2	44	0	Tablet	44	42.3
444	20	Male	North America	Upper-Mid	Bachelor	Student	12.78	250	1,196	69	38	3	5.265813	1.039364	13	17	8.134318	3	0	1	iPhone	64	79.7
445	26	Female	Europe	Lower-Mid	Bachelor	Part-time/Shift	7.53	137	249	148	114	0	7.129406	1.810374	10.147215	11	5.323681	5.8	45	0	Android	52	34.3
446	31	Male	Europe	High	High School	Full-time Employee	7.97	160	241	67	194	2	8.782355	2.834802	6	13	1	7.2	67	0	Laptop	72	37
447	32	Male	Asia	Lower-Mid	Bachelor	Full-time Employee	9.1	175	161	228	0	3	7.404061	1	3	15	5.033142	8.3	40	0	Laptop	69	39.1
448	14	Female	North America	Lower-Mid	High School	Student	8.19	186	662	129	219	4	7.813451	1.030378	8.991578	14	2.860946	3.9	6	0	Laptop	65.299301	49.3
449	16	Female	Middle East	Low	High School	Student	7.76	148	171	191	0	2	7.668865	3.857304	6.055674	12	6.156989	9.7	51	0	Tablet	60	32.7
450	32	Female	North America	Lower-Mid	Master	Full-time Employee	8.86	168	126	72	14	7	5.335904	2.305821	8.791395	11	3.701796	7	74	0	Tablet	54	37.4
451	22	Female	South America	Upper-Mid	Bachelor	Student	7.85	157	723	214	310	0	6.517339	1.789435	6.133804	9	9.343367	2.7	0	0	Android	64	48.1
452	36	Female	North America	Lower-Mid	Bachelor	Part-time/Shift	4.36	130	526	0	232	3	8.203398	4.994623	6.282609	3	1.049279	8.2	17	0	Android	75	36.684152
453	31	Male	Europe	Lower-Mid	Master	Full-time Employee	7.97	200	236	100	101	4	5.95511	2.035949	5	8	6.923259	8.2	67	1	Android	55	40.7
454	23	Male	Europe	Low	Bachelor	Full-time Employee	5.56	69	129	52	0	3	6.856771	2.997783	3	7	1.101498	8.3	70	0	Android	70	20
455	21	Female	Europe	Upper-Mid	High School	Full-time Employee	11.61	246	433	106	152	6	6.743407	3.193695	12.161821	17	2.664318	3.5	41	0	Laptop	60	57.2
456	27	Female	Middle East	Upper-Mid	Bachelor	Full-time Employee	7.07	141	127	59	19	5	8.295668	2.152415	10.810753	5	2.648538	7.1	79	0	Tablet	57	30.3
457	34	Male	Asia	Lower-Mid	PhD	Full-time Employee	6.26	99	320	112	267	4	7.780206	3.121748	1	4	2.968436	9.7	36	0	Laptop	64	30.3
458	44	Male	North America	Lower-Mid	PhD	Full-time Employee	7.19	112	284	111	159	3	7.558623	1.868182	2	8	1.116306	9.1	35	1	Android	55	33.8
459	22	Male	South America	Lower-Mid	Bachelor	Part-time/Shift	14.95	232	103	78	193	3	4.956342	3.011903	21	27	10	0.3	73	1	Android	59	55.6
460	29	Male	Africa	Upper-Mid	High School	Full-time Employee	4.16	92	133	119	124	6	8.629516	3.134742	5	0	2.666522	7.8	87	0	Android	53	19.8
461	27	Male	Middle East	Upper-Mid	Bachelor	Student	14.18	167	316	81	227	7	3.0951	1.352995	21	8	4.520427	1.4	45	0	Laptop	85	53.4
462	13	Male	Middle East	Lower-Mid	High School	Student	8.6	149	1,131	189	19	2	6.511038	1.860304	5	14	10	3.6	0	0	Laptop	65	58.8
463	20	Female	North America	Upper-Mid	Bachelor	Part-time/Shift	6.55	164	658	290	26	4	7.149577	2.991041	6.064886	16	2.942085	7.2	0	0	iPhone	58	44
464	29	Female	North America	Low	Bachelor	Full-time Employee	4.24	93	825	157	207	2	7.192662	2.926919	5.364574	8	5.133729	1	0	0	Tablet	67	37.2
465	31	Male	Africa	Lower-Mid	PhD	Full-time Employee	11.66	131	584	88	37	1	6.35379	1	11	17	10	5.2	14	1	Tablet	64	36.684152
466	14	Male	Europe	Low	High School	Part-time/Shift	2.78	67	239	314	191	5	7.081527	3.08185	4	0	4.74851	3.8	45	1	Android	63	15.4
467	15	Male	North America	Lower-Mid	High School	Student	8.9	238	194	214	196	2	6.533532	1.829506	2	8	1.285795	9	58	0	Tablet	71	43.2
468	29	Female	Middle East	Lower-Mid	Bachelor	Full-time Employee	5.76	91	97	156	117	4	7.677863	2.042551	3.717197	1	1	7.4	41.5986	0	Android	73	21.9
469	30	Male	North America	Upper-Mid	Bachelor	Full-time Employee	8.88	137	89	32	88	5	8.124969	2.071605	3	10	7.677408	0	90	0	Tablet	60	33.6
470	33	Female	Africa	Upper-Mid	High School	Part-time/Shift	3.07	55	327	186	52	0	8.075894	2.679313	5.593428	7	1.342482	8.3	41	0	Android	59	19.1
471	20	Female	South America	Upper-Mid	Bachelor	Full-time Employee	4.45	116	362	247	80	0	6.792773	4.738167	5.471943	6	1.433578	9.5	30	0	Tablet	62	27.2
472	24	Male	Middle East	Upper-Mid	Bachelor	Student	8.75	206	477	83	75	4	6.410707	4.003631	3	8	6.901562	7.2	45	0	iPhone	42	48.9
473	32	Female	South America	High	Master	Full-time Employee	5.59	115	372	129	0	3	8.425618	2.993367	11.28843	5	5.919297	5	39	0	iPhone	50	31.5
474	24	Male	Asia	Low	Master	Student	7.64	113	113	41	145	4	7.255994	2.126432	0	14	2.917605	9	74	0	Android	79	28.1
475	38	Male	North America	Upper-Mid	Master	Full-time Employee	8.8	175	103	115	108	3	6.654863	3.964613	5	10	2.968706	9.7	49	0	Laptop	81	37
476	15	Male	Europe	Lower-Mid	High School	Student	7.02	177	285	108	0	5	7.285457	3.138317	4	4	4.863599	9.8	56	0	Android	63	36.1
477	16	Female	Europe	Lower-Mid	High School	Student	7.36	174	461	84	52	2	8.55979	2.993061	11.940604	9	10	9	36	0	Tablet	71	41
478	33	Male	Africa	Upper-Mid	Master	Full-time Employee	2.96	81	146	100	308	4	8.111082	2.992545	5	3	1	8.7	52	0	iPhone	68	16.2
479	32	Female	North America	Lower-Mid	Bachelor	Full-time Employee	7.5	178	155	208	136	3	6.800973	3.031602	6.36159	10	3.980815	9.7	54	1	Laptop	95	34.6
480	13	Female	Africa	Low	High School	Student	5.16	96	274	138	92	3	7.528176	2.025583	6.477542	8	5.097811	9.4	37	0	Android	76	23.9
481	31	Male	Africa	Upper-Mid	High School	Part-time/Shift	7.48	127	365	49	0	7	6.674994	4.334295	6	4	9.542521	5.8	26	1	Tablet	64	36.4
482	39	Female	Africa	Lower-Mid	Master	Unemployed_Looking	7.32	93	528	50	176	3	4.942841	2.036628	7.37459	11	8.950707	9.6	47	1	iPhone	55	38.2
483	29	Male	Middle East	Low	Bachelor	Full-time Employee	3.9	22	56	91	115	4	8.998623	4.065954	7	6	5.836471	6	83	0	iPhone	49	11.3
484	36	Female	Asia	Upper-Mid	Bachelor	Caregiver/Home	8.47	193	444	45	19	3	6.898303	1.942894	9.671475	9	1.065443	8.4	37	0	Tablet	67	46.7
485	31	Female	Europe	Lower-Mid	Bachelor	Full-time Employee	10.69	205	76	68	44	3	7.769183	1.026769	10.180269	18	8.062012	6.5	70	1	Tablet	57	43.5
486	28	Female	Africa	High	Master	Part-time/Shift	6.72	166	681	45	22	1	7.180971	2.868913	7.243953	11	5.195582	2.7	10	0	Tablet	51	46.1
487	41	Male	North America	High	Master	Full-time Employee	15.58	284	109	204	137	3	5.663004	1.027306	16	25	10	3.4	68	0	Android	59	63.5
488	25	Female	North America	Low	Bachelor	Full-time Employee	8.82	214	376	90	218	0	5.484516	2.734612	5.776616	15	6.478989	8	27	0	iPhone	54	46.9
489	23	Male	Asia	Upper-Mid	Bachelor	Full-time Employee	10.5	156	419	167	150	4	7.716219	3.016115	8	11	9.852842	0.8	57	0	Android	82	46.1
490	26	Male	Asia	Upper-Mid	High School	Student	7.17	133	1,119	190	166	2	7.947461	2.901724	2	6	4.987653	2.8	0	0	Tablet	74	54.6
491	47	Female	Middle East	Low	Bachelor	Full-time Employee	3.36	25	268	46	137	5	9.204927	5	6.878318	1	2.86066	3.8	38	0	Android	65	36.684152
492	15	Male	Middle East	Low	High School	Student	3.4	105	228	138	61	4	9.66939	4.103143	3	6	7.921935	9	69	0	Tablet	80	19.4
493	16	Male	Europe	Low	High School	Student	5.66	112	87	100	190	1	6.49666	4.790787	6	0	2.193503	9.1	72	1	Android	66	22.3
494	16	Male	North America	Lower-Mid	High School	Student	3.29	85	170	109	4	5	9.772727	4.147578	3	3	1	9.1	57	1	Android	56	16.8
495	35	Male	Europe	Upper-Mid	High School	Unemployed_Looking	3.49	95	122	148	265	4	7.484039	4.986486	6	6	6.997905	9.3	60	0	Laptop	80	17.9
496	29	Male	Africa	Low	Bachelor	Part-time/Shift	3.02	85	230	65	131	2	7.904676	3.941403	4	3	5.96713	9.1	46	0	Tablet	65.299301	18.4
497	40	Female	Europe	High	High School	Full-time Employee	7.18	135	107	20	22	4	6.249184	4.01276	6.406565	6	1	8.6	77	0	Android	55	30.8
498	24	Male	Europe	Upper-Mid	Master	Student	5.82	91	52	80	150	3	7.769542	3.011303	4	8	2.222681	8.9	76	0	Tablet	63	20.8
499	19	Male	Middle East	Low	Bachelor	Student	4.45	103	1,198	82	0	3	6.633812	2.914575	4	5	10	3.1	0	0	Laptop	56	47.5
500	42	Male	South America	High	High School	Full-time Employee	6.76	226	338	15	145	2	4.894865	2.943727	21	14	10	0.2	62	0	iPhone	51	36.684152

Subsets and Splits

No community queries yet

The top public SQL queries from the community will appear here once available.