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
301	22	Male	Africa	Lower-Mid	High School	Full-time Employee	9.97	221	108	209	102	4	5.458161	1.110363	7	13	7.94223	6.5	56	1	Laptop	65.299301	43.1
302	14	Male	North America	Lower-Mid	High School	Student	8.33	190	235	237	225	7	6.719264	1.29434	6	11	2.550686	6.8	57	0	Laptop	59	39
303	33	Male	Asia	Low	PhD	Full-time Employee	7.3	131	490	142	229	5	6.139276	3.114394	4	2	3.94229	5.9	13	0	Android	72	39.4
304	32	Male	Africa	Upper-Mid	Bachelor	Full-time Employee	5.34	143	439	206	104	3	7.057361	3.981659	5	7	1	9.1	14	0	Tablet	71	34.4
305	32	Female	Asia	Lower-Mid	Master	Part-time/Shift	6.76	125	203	150	90	3	6.902787	3.939135	9.163167	4	4.010498	8.8	63	0	Android	65.299301	36.684152
306	39	Female	Europe	Upper-Mid	Bachelor	Full-time Employee	4.96	100	345	373	151	6	7.958316	4.16082	2.173949	6	1	8.6	29	0	Tablet	66	28.2
307	26	Male	Africa	High	High School	Full-time Employee	7.7	170	236	130	0	6	6.547524	2.206014	3	11	1	8.1	50	1	Laptop	78	36.4
308	27	Male	Asia	Upper-Mid	High School	Student	16.14	293	225	220	173	7	4.403939	1.241029	4	23	9.588826	2.6	54	1	Laptop	59	67.2
309	18	Male	North America	Lower-Mid	High School	Student	9.81	237	166	154	225	6	6.243761	2.212229	5	10	4.648607	9.8	71	0	Android	70	44.8
310	17	Female	Europe	Lower-Mid	High School	Student	6.34	156	182	386	14	2	7.114794	1.909876	4.635015	7	1.144805	9.9	28	0	Laptop	63	30.2
311	50	Male	South America	Low	Bachelor	Caregiver/Home	12.94	276	208	369	71	6	5.045014	2.254347	15	17	9.719915	0	38	1	Android	63	59.7
312	44	Female	Europe	Low	Bachelor	Full-time Employee	15.19	249	295	107	0	7	4.974264	1.347975	24.28288	22	9.561522	2.5	45	0	Tablet	76	64
313	22	Female	North America	Lower-Mid	Bachelor	Student	5.52	104	320	227	82	3	7.06051	3.951754	4.874784	6	1	10	16	0	iPhone	73	27.6
314	17	Female	Europe	Lower-Mid	High School	Student	11.93	240	178	69	212	4	4.216285	1.076896	16.268657	14	9.912299	5.6	72	1	Laptop	73	50.2
315	23	Female	South America	Low	Master	Full-time Employee	6.56	125	182	97	88	1	6.980966	3.836897	4.425323	6	1	8.8	48	1	iPhone	78	28.2
316	27	Male	North America	Low	Bachelor	Full-time Employee	7.31	176	320	35	99	5	8.623899	3.148201	0	8	1	2.4	55	0	Laptop	65	38.6
317	28	Female	Middle East	Upper-Mid	High School	Full-time Employee	5.77	130	302	219	130	3	8.142308	2.948067	5.120012	5	2.103256	7.2	31	1	Android	72	30.5
318	22	Male	Africa	Lower-Mid	Bachelor	Student	4.53	78	284	119	102	3	7.57498	3.920637	2	2	2.084145	8	44	0	Android	62	22.4
319	18	Male	Europe	Lower-Mid	Bachelor	Full-time Employee	13.07	295	491	100	102	1	4.233224	1.837371	18	8	9.296028	7	18	1	iPhone	68	65.8
320	30	Female	Asia	Upper-Mid	Bachelor	Part-time/Shift	8.36	211	564	135	24	0	7.704017	2.647043	7.131703	8	6.467846	7.5	28	0	Tablet	64	50.6
321	20	Female	Asia	Low	High School	Part-time/Shift	5.02	82	214	121	0	2	8.400531	3.878764	5.761579	4	5.054241	2.3	55	0	Laptop	66	21.8
322	49	Female	North America	Low	PhD	Full-time Employee	3.47	61	173	121	87	3	8.823804	4.844359	5.919745	7	1	9.6	71	0	Android	71	17.9
323	32	Female	Africa	Low	Master	Part-time/Shift	12.34	293	274	297	60	5	4.899569	1.06499	13.032964	22	6.965318	2.7	27	1	Tablet	57	60
324	14	Female	Middle East	Lower-Mid	High School	Student	6.76	172	257	69	91	0	6.31114	1	11.465102	21	1.336233	4.6	57	0	Laptop	86	36.684152
325	35	Female	Middle East	Low	Bachelor	Part-time/Shift	8.65	124	443	285	24	0	7.048827	1.787223	8.605942	11	1	7.4	13	0	iPhone	55	36.684152
326	17	Male	Asia	Lower-Mid	High School	Student	6.26	126	293	305	68	7	6.698677	3.325984	2	9	9.594991	0.3	45	0	Android	53	30.6
327	22	Female	Africa	Upper-Mid	Bachelor	Full-time Employee	3.34	97	395	138	13	2	8.192645	3.864459	6.53492	0	1	9.6	46	0	iPhone	77	23.6
328	23	Female	Asia	Upper-Mid	Bachelor	Full-time Employee	10.39	308	608	49	63	2	5.950803	2.928624	13.351114	14	4.934423	7.6	6	0	iPhone	73	63.9
329	21	Female	Middle East	Lower-Mid	Bachelor	Full-time Employee	11.68	245	289	134	124	5	5.397508	1.176191	14.309011	18	6.930969	4	41	0	Tablet	65.299301	53.3
330	28	Female	North America	Upper-Mid	High School	Part-time/Shift	9.4	174	435	234	53	2	8.235757	1.884122	8.255868	12	1	9.7	6	0	Tablet	71	46.2
331	43	Male	Africa	High	Master	Full-time Employee	4.37	78	438	216	206	6	9.215412	3.142475	5	9	2.744026	8.6	41.5986	0	Tablet	65	27.8
332	46	Male	Asia	Lower-Mid	Master	Full-time Employee	8.27	158	791	257	102	3	6.747272	1	5	9	8.019201	8.4	0	0	Tablet	56	53.3
333	45	Male	South America	Low	Master	Full-time Employee	5.76	70	424	25	178	5	9.63906	4.126915	3	4	1	7.1	53	0	Android	66	30.2
334	32	Male	Asia	Upper-Mid	High School	Full-time Employee	5.89	97	317	69	0	2	8.529776	1.830533	2	6	10	4.1	52	0	Android	58	29.1
335	37	Male	North America	Low	High School	Full-time Employee	4.42	45	923	58	214	5	10.289883	3.150162	7	3	1	5	0	0	Android	75	36.6
336	40	Male	Europe	Low	Bachelor	Unemployed_Looking	9.33	206	291	115	64	7	7.227877	1.30557	8	18	4.698082	8.2	42	1	Tablet	64	46.4
337	23	Female	Europe	Lower-Mid	Bachelor	Full-time Employee	9.83	188	974	110	171	2	6.625026	1.914408	8.138404	14	10	0	0	0	iPhone	57	62.1
338	15	Male	Middle East	Lower-Mid	High School	Student	4.66	152	140	104	0	0	6.597161	3.746333	4	1	10	1	75	0	Android	65.299301	24.7
339	46	Female	Africa	Lower-Mid	Master	Unemployed_Looking	15.71	267	91	200	261	5	6.408749	1.168302	20.313592	23	9.749485	0	71	0	Tablet	69	62
340	30	Male	Asia	Upper-Mid	High School	Full-time Employee	6.64	174	299	107	51	4	6.899414	2.042959	6	11	3.026459	8.8	56	0	Android	59	36.7
341	18	Male	South America	Lower-Mid	Bachelor	Full-time Employee	8.4	256	217	331	7	2	6.140043	2.902245	4	6	6.260928	6.9	60	0	Android	57	44.8
342	19	Male	South America	Lower-Mid	Bachelor	Full-time Employee	6.75	142	156	140	93	3	7.034429	2.952153	4	9	1	9.3	73	1	Laptop	67	29.4
343	34	Male	South America	Upper-Mid	Master	Part-time/Shift	9.59	245	356	68	107	6	8.682233	2.182469	7	14	4.757136	8.2	37	0	Android	67	51.4
344	29	Male	Asia	Lower-Mid	Bachelor	Full-time Employee	2.77	70	262	162	60	7	8.865173	4.358491	2	4	1	9.5	40	0	Tablet	60	17.7
345	31	Female	Middle East	High	Bachelor	Full-time Employee	12.69	236	215	49	92	5	4.323864	1.029621	18.523453	23	9.726979	0	56	1	Android	60	54.3
346	32	Male	Europe	Upper-Mid	Master	Part-time/Shift	3.68	96	270	324	188	3	8.359696	2.015878	9	0	10	3.7	17	0	Laptop	67	22.3
347	32	Female	North America	Upper-Mid	Bachelor	Full-time Employee	4.75	128	259	150	124	0	6.537516	3.701359	5.58761	9	2.302109	8.9	50	1	iPhone	51	27.8
348	21	Female	Middle East	Lower-Mid	Bachelor	Student	6.81	142	185	50	102	2	7.529671	1	8.618759	13	2.997751	6.1	82	0	Android	51	30.9
349	31	Female	Asia	Lower-Mid	Bachelor	Full-time Employee	2.46	80	1,154	341	45	3	9.764734	3.985119	9.647344	0	9.121843	9.7	0	0	Tablet	58	40.8
350	24	Female	North America	Lower-Mid	Bachelor	Full-time Employee	7.11	117	61	126	87	1	7.759014	3.737791	5.211421	9	2.194639	9.7	79	0	Tablet	63	26.3
351	16	Female	Europe	Low	High School	Student	9.26	150	267	168	102	7	5.904404	1.250778	5.919462	8	1	8.9	50	0	Android	68	38.6
352	26	Female	Europe	Low	Bachelor	Part-time/Shift	10.57	158	268	42	222	4	6.311682	3.009468	7.86597	12	5.001306	4.9	38	0	Android	80	36.684152
353	29	Male	Middle East	Upper-Mid	Bachelor	Unemployed_Looking	5.95	99	173	33	96	3	9.267962	1.96097	2	12	1	8.8	60	1	iPhone	65.299301	25
354	15	Female	Europe	Lower-Mid	High School	Student	8.91	160	268	225	10	4	8.313667	3.011718	6.516881	10	9.979797	2.2	59	0	iPhone	63	36.684152
355	33	Male	South America	Lower-Mid	Bachelor	Unemployed_Looking	4.58	65	286	160	69	7	7.788872	4.371635	6	6	1	8.8	44	0	iPhone	65	22.4
356	36	Female	Africa	Lower-Mid	High School	Unemployed_Looking	8.37	136	370	180	83	2	6.809428	2.982007	5.037917	12	1.29242	8	38	0	Laptop	55	40.1
357	13	Male	Asia	Low	High School	Student	10.59	167	227	37	198	3	7.732273	1	8	19	6.04073	5.5	57	0	Tablet	65	42
358	24	Male	Asia	Upper-Mid	Bachelor	Student	5.39	77	263	311	112	2	8.939655	3.919372	5	6	2.167947	8.1	44	0	Android	62	24
359	39	Female	Africa	Upper-Mid	Master	Full-time Employee	8.42	141	337	45	136	6	8.84535	2.254627	7.243586	9	1	8.4	51	0	Android	68	39.7
360	22	Male	South America	Upper-Mid	Bachelor	Full-time Employee	6.7	131	221	181	65	2	7.447834	1.919305	3	9	3.069299	8.4	59	0	Android	65.299301	30.6
361	30	Male	Middle East	Low	High School	Full-time Employee	10.53	225	169	78	45	4	7.202669	2.019019	11	9	9.96895	0	78	1	Laptop	70	46.6
362	31	Female	Middle East	Low	Bachelor	Full-time Employee	6.05	182	512	20	153	1	7.120095	1.800066	5.328778	6	3.267706	9.6	35	0	Tablet	65.299301	40.9
363	18	Male	Europe	Low	Bachelor	Part-time/Shift	4.96	158	426	132	226	4	6.699525	2.014511	4	8	1	8.5	22	0	iPhone	64	33.4
364	23	Female	South America	Lower-Mid	Master	Part-time/Shift	15.26	280	123	215	184	3	5.530824	1	23.589599	27	9.922205	4	60	0	Laptop	65.299301	60.8
365	16	Male	North America	Low	High School	Part-time/Shift	5.33	72	1,193	54	64	3	5.709836	1.911542	5	8	2.935686	5.7	0	0	Laptop	72	46.3
366	46	Male	North America	Lower-Mid	High School	Caregiver/Home	13.26	222	108	191	68	7	6.887575	1.28584	17	16	9.706919	0.9	59	0	Tablet	61	53.1
367	24	Female	Middle East	Low	Bachelor	Full-time Employee	13.09	300	70	71	217	2	3.761121	1.817016	24.222123	18	10	2.1	78	1	Tablet	67	56.1
368	25	Male	South America	Upper-Mid	Bachelor	Full-time Employee	6.46	114	435	75	0	3	5.386563	1.962034	5	7	2.010167	10	39	0	Android	65	34.1
369	41	Female	North America	Lower-Mid	Master	Caregiver/Home	4.11	83	140	23	309	6	6.629943	4.149265	7	1	1.833768	9.7	62	1	Tablet	65.299301	19.8
370	14	Male	Africa	Lower-Mid	High School	Student	14.06	296	83	147	26	4	4.895773	1.062266	20	14	5.840995	9.6	65	0	iPhone	57	57.7
371	33	Female	Asia	Lower-Mid	Bachelor	Unemployed_Looking	0.88	41	141	92	148	3	10.713517	4.938069	8	0	1	1.5	56	1	Android	65	7.9
372	41	Female	North America	High	High School	Part-time/Shift	9.89	188	162	304	270	2	6.770866	1.906685	10.352398	13	6.082291	1.9	56	0	Android	70	42.8
373	42	Male	Europe	Low	High School	Full-time Employee	6.53	174	1,093	19	25	3	7.971372	3.026119	6	11	7.166725	6.1	0	0	Laptop	80	57.2
374	19	Male	Asia	Lower-Mid	Bachelor	Part-time/Shift	8.21	120	137	99	81	4	8.856042	2.131397	6	11	1.090237	8.2	60	0	Laptop	75	30.3
375	29	Female	Europe	Upper-Mid	Bachelor	Part-time/Shift	4.37	49	346	113	146	3	8.650943	2.84564	9.773831	8	4.097405	7.9	35	0	Laptop	87	21.1
376	45	Female	North America	Low	Bachelor	Unemployed_Looking	6.68	55	214	36	25	0	5.858713	1.690677	4.563012	9	3.419489	8.2	67	0	Android	57	26
377	15	Male	South America	Low	High School	Part-time/Shift	4.9	90	365	145	250	4	8.397245	5	3	4	1.884338	6.9	49	0	iPhone	65.299301	25.4
378	39	Male	Asia	Lower-Mid	Master	Caregiver/Home	4.91	80	254	28	172	2	9.870991	1.915172	6	6	4.299579	9	57	0	Laptop	67	24.1
379	19	Male	Asia	Lower-Mid	Bachelor	Student	14.29	290	261	215	213	7	4.792941	1.209061	17	21	9.632644	2.9	56	0	Laptop	87	62
380	14	Female	Europe	Lower-Mid	High School	Student	8.82	232	836	76	34	4	6.416543	3.00282	6.892915	12	6.999015	6.9	0	0	Laptop	57	59.2
381	27	Male	Africa	Lower-Mid	Bachelor	Part-time/Shift	11.77	188	528	99	34	2	7.059583	1	14	12	4.13535	5.3	32	0	Tablet	57	55.8
382	22	Male	Middle East	Upper-Mid	Bachelor	Part-time/Shift	3.51	93	622	120	26	2	9.267749	2.8964	6	0	1	9.8	0	0	Android	59	29.9
383	16	Female	Asia	Low	High School	Student	4.22	112	243	108	199	5	8.233259	4.150691	6.397854	1	1	9.1	45	0	Tablet	44	23.5
384	28	Male	South America	Low	Bachelor	Full-time Employee	1.38	42	223	200	134	6	8.173911	3.233878	8	5	4.760919	8.4	53	0	Android	60	11
385	18	Female	North America	Low	Bachelor	Part-time/Shift	7.43	174	926	206	108	0	9.289127	2.749316	9	9	5.472928	4	0	0	iPhone	57	53.6
386	32	Female	Asia	Upper-Mid	Master	Unemployed_Looking	5.2	63	134	71	45	3	9.307446	2.981723	5.351646	6	1	9.7	74	0	Tablet	67	19.7
387	25	Male	Europe	Lower-Mid	Master	Part-time/Shift	10.21	78	207	79	99	6	5.715662	2.214481	8	13	5.649872	6.6	50	0	Laptop	68	34
388	23	Male	North America	Low	Bachelor	Full-time Employee	11.36	241	268	608	158	1	5.09363	2.845509	8	15	9.203638	4	32	1	Tablet	84	36.684152
389	15	Male	Asia	Lower-Mid	High School	Student	11.65	317	162	121	133	3	7.551978	1	7	17	1	7.5	64	1	Tablet	75	55.5
390	45	Female	Europe	Lower-Mid	Master	Caregiver/Home	10.25	177	119	448	31	2	7.739208	1	8.80843	15	2.093672	9.2	17	0	iPhone	59	42.3
391	23	Male	Africa	Low	Bachelor	Part-time/Shift	3.75	114	311	319	0	5	6.381261	2.021586	1	8	1	9.5	24	0	Laptop	56	24.6
392	17	Female	Europe	Lower-Mid	High School	Student	6.43	124	201	441	50	5	7.628936	3.077852	10.591671	0	5.920367	8.4	38	0	Laptop	70	28
393	21	Female	Asia	Low	Bachelor	Student	4.17	78	415	69	68	4	7.435326	2.040587	7.962745	5	4.887177	7.9	59	0	iPhone	52	25.1
394	29	Male	Asia	Low	Bachelor	Full-time Employee	6.97	126	156	25	0	4	8.38721	3.085556	5	6	9.941822	1.1	76	0	Laptop	83	29
395	31	Female	North America	Upper-Mid	Bachelor	Full-time Employee	4.87	111	137	10	181	5	8.333323	3.982046	11.579917	3	1	6.418568	70	0	iPhone	77	22.6
396	26	Male	Asia	Lower-Mid	High School	Full-time Employee	10.13	237	167	391	188	6	6.73873	2.210288	5	15	9.670689	1.7	31	1	iPhone	60	46.6
397	21	Female	South America	Low	Bachelor	Student	9.18	231	313	137	154	3	6.977297	2.01166	9.111817	20	4.153343	6.7	31	0	Laptop	48	47.5
398	29	Female	North America	Low	Bachelor	Unemployed_Looking	12.73	304	720	98	275	1	5.337151	1	16.14027	19	10	0.6	9	1	Android	79	72.3
399	30	Female	South America	Low	PhD	Full-time Employee	6.05	149	414	64	190	7	7.086884	3.256712	4.153736	13	2.632158	9.9	19	0	Tablet	64	36
400	33	Female	Middle East	High	High School	Full-time Employee	4.32	47	285	15	53	4	7.913181	3.036883	10.532012	6	9.950456	6.6	45	0	iPhone	77	19.8

Subsets and Splits

No community queries yet

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