Split (1)

train · 5k rows

Age int64 18 60	Attrition stringclasses 2 values	BusinessTravel stringclasses 3 values	DailyRate int64 100 1.5k	Department stringclasses 6 values	DistanceFromHome int64 1 50	Education int64 1 5	EducationField stringclasses 6 values	EmployeeCount int64 1 1	EmployeeNumber int64 1 5k	EnvironmentSatisfaction int64 1 4	Gender stringclasses 2 values	HourlyRate int64 30 200	JobInvolvement int64 1 4	JobLevel int64 1 5	JobRole stringclasses 10 values	JobSatisfaction int64 1 4	MaritalStatus stringclasses 3 values	MonthlyIncome int64 1k 51k	MonthlyRate int64 1.05k 1.5M	NumCompaniesWorked int64 0 8	Over18 stringclasses 1 value	OverTime stringclasses 2 values	PercentSalaryHike int64 0 49	PerformanceRating int64 1 4	RelationshipSatisfaction int64 1 4	StandardHours int64 80 80	StockOptionLevel int64 1 4	TotalWorkingYears int64 1 40	TrainingTimesLastYear int64 1 6	WorkLifeBalance int64 1 4	YearsAtCompany int64 1 40	YearsInCurrentRole int64 1 35	YearsSinceLastPromotion int64 1 39	YearsWithCurrManager int64 1 40
56	No	Non-Travel	317	Human Resources	29	2	Human Resources	1	2,901	3	Female	50	4	1	Human Resources	3	Married	10,524	231,528	7	Y	No	48	2	2	80	3	29	2	3	27	13	21	22
41	No	Travel_Frequently	626	Sales	33	3	Technical Degree	1	2,902	3	Female	132	4	4	Sales Executive	3	Married	43,889	1,272,781	2	Y	No	32	3	3	80	2	39	3	4	8	5	2	7
28	Yes	Non-Travel	776	Sales	34	3	Marketing	1	2,903	4	Male	170	4	1	Human Resources	2	Single	19,533	253,929	8	Y	Yes	46	3	4	80	4	6	2	2	1	1	1	1
34	Yes	Travel_Rarely	1,376	Hardware	7	1	Technical Degree	1	2,904	1	Female	193	2	3	Laboratory Technician	4	Divorced	21,153	549,978	3	Y	No	27	3	2	80	1	31	3	3	10	4	9	10
49	Yes	Travel_Frequently	1,253	Hardware	14	4	Other	1	2,905	2	Male	128	3	1	Developer	2	Divorced	16,925	440,050	5	Y	No	3	4	1	80	2	16	6	3	1	1	1	1
39	Yes	Travel_Rarely	1,164	Human Resources	29	4	Life Sciences	1	2,906	2	Male	174	4	3	Research Director	2	Married	1,839	36,780	3	Y	Yes	25	1	3	80	1	13	3	2	6	4	4	1
48	Yes	Non-Travel	824	Support	46	1	Medical	1	2,907	2	Male	47	2	5	Manufacturing Director	3	Single	10,635	148,890	0	Y	No	28	4	4	80	1	13	4	3	4	1	1	1
23	No	Travel_Rarely	828	Sales	25	3	Technical Degree	1	2,908	2	Female	56	4	4	Developer	2	Single	33,644	201,864	7	Y	Yes	49	1	3	80	2	33	4	4	24	4	15	9
57	Yes	Non-Travel	960	Sales	35	1	Human Resources	1	2,909	3	Male	55	4	1	Research Director	1	Married	28,401	823,629	7	Y	No	48	3	3	80	4	29	5	1	16	2	9	8
38	No	Travel_Rarely	1,456	Software	35	1	Marketing	1	2,910	3	Female	180	4	3	Research Director	1	Married	39,306	786,120	3	Y	Yes	15	1	2	80	3	30	3	2	2	2	1	2
59	No	Travel_Frequently	520	Hardware	50	5	Other	1	2,911	2	Male	136	4	2	Research Scientist	2	Divorced	29,065	290,650	3	Y	Yes	22	3	1	80	1	31	2	3	10	6	8	7
33	Yes	Non-Travel	708	Sales	29	1	Life Sciences	1	2,912	3	Male	33	3	2	Laboratory Technician	1	Married	18,041	505,148	0	Y	No	45	4	4	80	2	30	6	2	23	17	7	14
24	Yes	Travel_Frequently	626	Support	44	2	Medical	1	2,913	3	Male	139	4	2	Manager	1	Divorced	28,140	590,940	2	Y	Yes	9	3	2	80	3	4	6	2	4	4	3	1
25	Yes	Non-Travel	103	Research & Development	46	4	Technical Degree	1	2,914	3	Female	198	3	1	Sales Representative	4	Divorced	33,901	779,723	4	Y	Yes	27	1	2	80	2	25	5	2	19	9	17	17
18	Yes	Travel_Frequently	977	Human Resources	20	1	Life Sciences	1	2,915	1	Male	69	2	3	Manufacturing Director	4	Divorced	36,061	576,976	5	Y	No	24	2	2	80	4	35	2	4	32	3	9	26
58	Yes	Travel_Frequently	430	Software	24	5	Medical	1	2,916	1	Female	139	1	2	Developer	4	Married	8,227	222,129	6	Y	Yes	49	3	2	80	3	12	1	4	5	2	5	2
30	Yes	Travel_Rarely	361	Hardware	44	5	Technical Degree	1	2,917	4	Male	147	3	2	Healthcare Representative	4	Divorced	20,082	301,230	4	Y	No	42	1	3	80	4	39	5	1	27	11	2	18
34	Yes	Non-Travel	677	Hardware	3	4	Life Sciences	1	2,918	1	Male	79	4	2	Manager	4	Divorced	45,897	1,055,631	0	Y	No	30	1	4	80	3	32	2	3	27	2	22	8
37	No	Travel_Rarely	424	Human Resources	7	1	Other	1	2,919	4	Female	160	1	5	Sales Representative	4	Divorced	13,226	145,486	3	Y	Yes	32	2	3	80	1	31	2	2	25	15	17	5
49	Yes	Travel_Rarely	775	Support	7	3	Life Sciences	1	2,920	4	Male	65	4	4	Healthcare Representative	4	Single	37,547	75,094	1	Y	Yes	48	3	2	80	3	28	3	1	20	5	1	1
52	No	Non-Travel	931	Hardware	50	5	Life Sciences	1	2,921	3	Female	59	4	4	Manager	1	Divorced	6,262	187,860	7	Y	Yes	0	4	2	80	3	40	1	2	21	3	9	21
37	No	Travel_Frequently	402	Software	8	4	Technical Degree	1	2,922	3	Female	134	4	2	Laboratory Technician	3	Married	42,456	127,368	3	Y	Yes	3	4	1	80	3	19	5	2	19	11	19	2
47	Yes	Travel_Frequently	315	Sales	46	1	Marketing	1	2,923	4	Male	51	1	4	Laboratory Technician	2	Married	21,114	253,368	4	Y	No	39	1	3	80	1	6	3	2	5	4	5	2
22	Yes	Non-Travel	462	Sales	7	1	Marketing	1	2,924	3	Female	36	1	5	Manufacturing Director	3	Divorced	19,281	347,058	0	Y	No	6	2	4	80	4	32	2	4	23	14	2	18
44	Yes	Travel_Frequently	227	Support	4	5	Life Sciences	1	2,925	1	Male	183	1	1	Research Scientist	3	Divorced	26,656	346,528	2	Y	Yes	8	4	2	80	4	7	5	4	2	1	1	2
21	No	Travel_Rarely	202	Sales	2	1	Life Sciences	1	2,926	1	Female	135	4	1	Healthcare Representative	2	Single	34,340	583,780	8	Y	No	4	2	1	80	4	23	6	1	11	9	4	1
28	No	Travel_Frequently	579	Support	33	5	Technical Degree	1	2,927	2	Male	127	1	5	Research Director	3	Single	20,330	121,980	6	Y	Yes	42	2	2	80	2	4	5	1	3	3	1	1
54	Yes	Non-Travel	1,458	Hardware	2	1	Life Sciences	1	2,928	1	Male	160	2	1	Developer	2	Single	39,607	237,642	3	Y	No	41	1	4	80	4	19	6	3	4	2	1	3
25	Yes	Travel_Rarely	1,304	Hardware	5	5	Other	1	2,929	4	Female	118	1	5	Sales Representative	1	Married	11,521	241,941	1	Y	Yes	5	3	2	80	2	18	2	4	15	4	14	15
27	No	Non-Travel	1,093	Hardware	4	1	Other	1	2,930	2	Female	51	4	5	Laboratory Technician	1	Divorced	25,136	251,360	6	Y	No	11	1	1	80	1	5	1	3	2	2	1	2
41	No	Non-Travel	823	Research & Development	11	2	Human Resources	1	2,931	3	Male	73	3	5	Manager	1	Divorced	5,123	40,984	7	Y	No	11	4	4	80	3	9	5	3	8	8	6	6
28	No	Non-Travel	644	Support	33	4	Medical	1	2,932	3	Male	178	2	4	Laboratory Technician	3	Divorced	13,073	13,073	1	Y	Yes	18	3	2	80	2	7	6	3	1	1	1	1
46	Yes	Non-Travel	1,148	Human Resources	4	3	Human Resources	1	2,933	1	Female	150	2	1	Research Scientist	3	Divorced	46,243	462,430	7	Y	No	44	3	4	80	3	24	2	2	11	2	10	1
32	No	Non-Travel	915	Sales	15	3	Medical	1	2,934	1	Male	158	3	1	Research Scientist	4	Married	22,970	275,640	4	Y	No	20	1	4	80	2	1	2	1	1	1	1	1
53	No	Travel_Rarely	487	Hardware	19	3	Life Sciences	1	2,935	1	Male	34	2	1	Healthcare Representative	2	Married	49,475	494,750	1	Y	Yes	28	4	3	80	2	8	2	1	8	5	7	2
35	No	Travel_Frequently	1,434	Hardware	42	1	Marketing	1	2,936	3	Male	95	1	3	Laboratory Technician	1	Single	50,564	455,076	4	Y	Yes	8	4	3	80	2	32	5	2	18	12	14	17
45	No	Travel_Frequently	813	Human Resources	9	3	Human Resources	1	2,937	4	Female	125	2	2	Human Resources	2	Married	48,678	1,460,340	1	Y	Yes	9	1	3	80	1	6	5	3	2	1	2	2
60	No	Travel_Rarely	1,232	Research & Development	30	2	Technical Degree	1	2,938	2	Female	158	3	4	Research Director	1	Single	14,729	427,141	2	Y	Yes	7	2	3	80	1	1	1	1	1	1	1	1
26	Yes	Non-Travel	745	Sales	3	1	Other	1	2,939	3	Female	112	4	5	Research Director	2	Single	15,702	423,954	5	Y	No	26	3	2	80	2	14	5	4	7	6	5	6
60	No	Travel_Rarely	538	Sales	13	4	Life Sciences	1	2,940	2	Male	180	3	5	Manufacturing Director	1	Divorced	39,772	835,212	7	Y	Yes	49	2	3	80	1	34	4	4	12	1	9	3
51	Yes	Non-Travel	496	Support	1	4	Medical	1	2,941	2	Female	81	1	4	Developer	2	Married	8,996	251,888	4	Y	No	42	4	1	80	4	30	3	4	7	1	6	5
34	Yes	Travel_Frequently	567	Software	20	5	Medical	1	2,942	1	Female	54	2	1	Human Resources	3	Divorced	2,777	27,770	8	Y	No	1	1	2	80	1	39	6	2	24	19	20	3
27	Yes	Travel_Rarely	1,160	Support	40	5	Technical Degree	1	2,943	3	Female	73	2	4	Research Scientist	3	Married	25,539	612,936	1	Y	Yes	4	2	4	80	1	23	3	3	5	4	2	2
57	Yes	Travel_Rarely	279	Research & Development	38	1	Human Resources	1	2,944	1	Male	151	4	4	Sales Representative	4	Married	38,166	801,486	6	Y	No	36	1	1	80	1	28	2	3	2	2	1	1
58	Yes	Travel_Frequently	564	Human Resources	17	1	Other	1	2,945	1	Male	60	3	1	Sales Representative	1	Single	42,025	1,176,700	2	Y	No	30	1	2	80	4	28	1	4	17	8	4	13
41	Yes	Non-Travel	596	Software	15	2	Life Sciences	1	2,946	3	Male	38	3	4	Healthcare Representative	2	Married	4,179	117,012	7	Y	No	20	1	2	80	4	12	5	1	3	1	2	1
37	Yes	Travel_Rarely	884	Human Resources	28	3	Medical	1	2,947	4	Female	125	1	3	Sales Executive	2	Single	43,743	481,173	2	Y	Yes	46	1	3	80	1	23	5	4	11	11	1	7
43	No	Non-Travel	257	Hardware	31	4	Human Resources	1	2,948	4	Female	114	4	4	Manufacturing Director	3	Divorced	28,457	284,570	4	Y	Yes	4	2	2	80	3	12	6	4	9	9	8	2
39	Yes	Travel_Rarely	132	Research & Development	41	2	Life Sciences	1	2,949	3	Male	140	4	4	Developer	4	Single	2,096	29,344	0	Y	Yes	13	4	4	80	4	29	3	4	25	14	14	7
35	No	Travel_Frequently	1,487	Human Resources	15	1	Medical	1	2,950	4	Male	85	4	5	Sales Representative	3	Married	12,411	210,987	2	Y	Yes	25	4	3	80	4	31	5	3	7	7	2	3
38	No	Travel_Frequently	216	Research & Development	31	3	Life Sciences	1	2,951	2	Male	30	4	3	Research Director	4	Single	24,180	386,880	4	Y	Yes	0	2	1	80	1	9	1	4	8	3	6	2
26	Yes	Travel_Rarely	566	Hardware	17	5	Life Sciences	1	2,952	3	Female	175	3	5	Sales Representative	1	Divorced	36,569	1,023,932	1	Y	No	42	3	2	80	3	40	3	4	10	6	3	9
52	Yes	Travel_Rarely	194	Software	12	1	Life Sciences	1	2,953	4	Male	164	1	1	Research Director	3	Married	10,384	280,368	6	Y	Yes	43	1	4	80	4	2	1	2	2	2	1	2
34	Yes	Non-Travel	386	Sales	45	2	Life Sciences	1	2,954	3	Female	99	3	4	Research Scientist	3	Married	21,587	43,174	4	Y	Yes	26	1	3	80	2	15	3	1	10	10	3	8
59	Yes	Travel_Frequently	1,103	Sales	43	3	Life Sciences	1	2,955	4	Female	136	2	5	Developer	4	Single	18,422	239,486	8	Y	Yes	34	2	3	80	2	9	3	2	9	7	5	4
33	Yes	Non-Travel	1,160	Sales	25	4	Marketing	1	2,956	4	Male	92	3	5	Manufacturing Director	4	Single	12,110	169,540	0	Y	Yes	5	2	3	80	3	26	2	3	25	14	4	15
18	Yes	Non-Travel	1,499	Software	40	5	Medical	1	2,957	4	Female	195	4	2	Human Resources	4	Single	44,757	358,056	8	Y	No	15	3	3	80	2	30	6	4	14	13	11	6
19	No	Travel_Rarely	1,471	Hardware	42	4	Life Sciences	1	2,958	1	Male	101	2	4	Human Resources	1	Divorced	13,174	368,872	4	Y	No	9	3	4	80	4	27	3	2	20	9	2	18
25	Yes	Non-Travel	988	Research & Development	12	2	Marketing	1	2,959	3	Female	60	4	3	Manager	4	Married	46,840	1,405,200	1	Y	Yes	33	4	3	80	2	5	3	3	4	3	3	1
58	Yes	Travel_Rarely	164	Software	46	2	Marketing	1	2,960	1	Male	175	4	2	Healthcare Representative	4	Divorced	21,335	597,380	3	Y	No	47	1	1	80	3	37	2	4	22	2	9	14
26	Yes	Travel_Frequently	1,377	Human Resources	34	5	Medical	1	2,961	1	Male	165	4	4	Laboratory Technician	3	Single	42,111	84,222	3	Y	No	4	3	3	80	4	5	3	1	1	1	1	1
24	No	Travel_Frequently	1,125	Research & Development	37	5	Marketing	1	2,962	4	Male	122	3	5	Laboratory Technician	4	Divorced	5,210	83,360	0	Y	Yes	23	3	3	80	2	10	3	3	1	1	1	1
43	Yes	Travel_Rarely	1,023	Human Resources	26	5	Marketing	1	2,963	4	Female	151	4	2	Research Scientist	3	Single	32,195	32,195	2	Y	Yes	29	1	4	80	2	16	1	1	12	3	1	3
26	No	Travel_Rarely	950	Support	7	3	Life Sciences	1	2,964	1	Male	171	2	2	Human Resources	3	Married	2,621	73,388	5	Y	Yes	14	3	3	80	4	1	6	3	1	1	1	1
43	No	Travel_Frequently	722	Sales	1	4	Medical	1	2,965	4	Female	72	1	1	Laboratory Technician	3	Single	13,224	119,016	8	Y	Yes	22	1	3	80	1	28	6	4	11	5	11	5
54	Yes	Travel_Rarely	1,490	Hardware	13	4	Technical Degree	1	2,966	1	Male	134	3	2	Developer	3	Married	14,026	140,260	3	Y	No	28	3	2	80	3	17	1	1	5	3	3	1
55	Yes	Travel_Rarely	613	Human Resources	13	2	Technical Degree	1	2,967	4	Female	84	1	3	Healthcare Representative	3	Single	45,739	686,085	7	Y	Yes	31	1	3	80	4	35	4	4	25	12	2	22
23	No	Non-Travel	1,340	Sales	2	5	Technical Degree	1	2,968	4	Female	68	3	4	Research Director	2	Single	34,431	723,051	0	Y	No	49	3	2	80	3	19	2	4	17	10	11	12
23	No	Travel_Frequently	118	Research & Development	47	5	Human Resources	1	2,969	4	Male	53	3	3	Manufacturing Director	3	Married	20,092	582,668	3	Y	No	28	1	1	80	4	7	6	2	1	1	1	1
27	No	Non-Travel	553	Sales	16	5	Life Sciences	1	2,970	1	Male	198	3	2	Manager	2	Married	28,461	398,454	7	Y	No	8	3	1	80	4	9	4	4	9	9	6	9
60	Yes	Travel_Frequently	725	Human Resources	3	5	Marketing	1	2,971	4	Female	71	2	4	Human Resources	4	Married	15,799	410,774	7	Y	No	21	4	4	80	2	17	6	1	12	4	10	9
21	Yes	Non-Travel	1,381	Support	40	5	Life Sciences	1	2,972	1	Male	102	1	1	Manufacturing Director	2	Single	15,785	94,710	8	Y	No	11	1	4	80	4	8	5	2	5	1	5	3
27	Yes	Non-Travel	516	Sales	47	5	Technical Degree	1	2,973	2	Female	158	4	3	Research Director	4	Single	15,775	268,175	3	Y	Yes	6	2	1	80	3	26	5	4	21	2	11	3
56	Yes	Non-Travel	786	Hardware	35	1	Other	1	2,974	3	Male	143	1	2	Sales Representative	2	Single	46,583	605,579	3	Y	Yes	44	4	1	80	3	28	2	1	19	19	3	5
47	Yes	Non-Travel	540	Sales	1	5	Marketing	1	2,975	4	Female	49	2	4	Healthcare Representative	4	Married	48,881	1,319,787	3	Y	Yes	13	3	3	80	2	38	2	2	34	1	27	11
43	Yes	Travel_Rarely	254	Software	1	1	Medical	1	2,976	3	Male	104	1	5	Research Director	4	Divorced	9,231	193,851	0	Y	No	3	2	3	80	3	39	5	3	30	12	29	17
55	No	Travel_Rarely	1,461	Sales	23	2	Marketing	1	2,977	2	Male	162	2	1	Human Resources	1	Single	46,742	1,402,260	0	Y	Yes	9	2	1	80	4	13	3	4	9	5	1	3
25	No	Non-Travel	1,338	Sales	39	4	Human Resources	1	2,978	3	Male	136	2	3	Sales Executive	2	Single	24,909	249,090	6	Y	No	1	4	2	80	1	11	2	4	2	1	2	1
21	No	Non-Travel	1,452	Human Resources	24	5	Human Resources	1	2,979	1	Male	121	4	5	Human Resources	4	Married	13,253	291,566	4	Y	Yes	26	4	1	80	3	17	2	3	7	5	2	1
41	Yes	Travel_Rarely	550	Hardware	12	1	Other	1	2,980	1	Male	101	3	2	Sales Representative	2	Single	46,306	231,530	2	Y	Yes	17	4	1	80	3	38	1	1	33	5	30	12
58	Yes	Non-Travel	1,075	Software	40	1	Life Sciences	1	2,981	1	Female	114	1	4	Manufacturing Director	2	Divorced	17,716	336,604	1	Y	No	6	3	3	80	3	9	6	1	2	1	2	1
24	Yes	Travel_Rarely	373	Software	33	1	Medical	1	2,982	2	Female	104	3	3	Manager	4	Divorced	40,118	1,163,422	8	Y	Yes	27	2	1	80	1	24	1	3	24	9	11	12
47	Yes	Travel_Rarely	226	Sales	1	2	Medical	1	2,983	1	Male	179	4	2	Manager	2	Divorced	35,049	1,016,421	8	Y	Yes	12	2	4	80	3	18	6	4	8	3	8	6
38	No	Travel_Frequently	270	Software	25	5	Life Sciences	1	2,984	3	Female	96	4	4	Research Scientist	2	Married	45,515	637,210	3	Y	Yes	40	3	3	80	2	24	6	3	8	1	5	2
47	No	Non-Travel	580	Support	11	3	Life Sciences	1	2,985	2	Male	58	1	4	Human Resources	3	Divorced	19,011	437,253	7	Y	Yes	1	4	3	80	4	7	1	2	1	1	1	1
30	Yes	Non-Travel	565	Sales	20	5	Medical	1	2,986	1	Female	54	3	1	Manufacturing Director	4	Divorced	13,279	199,185	2	Y	No	17	4	3	80	3	21	4	3	13	6	3	1
39	Yes	Non-Travel	702	Support	34	3	Human Resources	1	2,987	2	Male	80	1	1	Research Director	4	Single	6,856	47,992	2	Y	Yes	9	4	3	80	2	32	2	1	20	7	3	3
28	Yes	Travel_Frequently	604	Sales	15	1	Life Sciences	1	2,988	3	Male	72	4	2	Research Scientist	4	Divorced	42,792	470,712	2	Y	No	19	2	4	80	3	28	1	3	25	4	4	9
40	Yes	Travel_Frequently	780	Sales	11	1	Marketing	1	2,989	1	Male	159	3	3	Human Resources	2	Married	16,386	81,930	7	Y	No	7	3	4	80	2	10	4	3	8	8	1	4
21	No	Travel_Frequently	937	Research & Development	28	4	Human Resources	1	2,990	1	Male	89	3	5	Sales Representative	4	Married	46,561	372,488	3	Y	No	33	1	2	80	2	10	5	1	1	1	1	1
39	Yes	Travel_Rarely	641	Hardware	23	5	Marketing	1	2,991	3	Male	41	4	5	Manager	4	Single	8,810	237,870	5	Y	No	46	1	2	80	4	17	5	4	15	3	5	14
51	Yes	Non-Travel	1,442	Human Resources	41	3	Human Resources	1	2,992	1	Female	194	4	2	Research Scientist	1	Married	34,471	34,471	4	Y	Yes	46	4	4	80	1	33	4	3	12	6	5	3
24	Yes	Travel_Frequently	286	Support	14	2	Life Sciences	1	2,993	3	Female	166	2	3	Research Director	1	Single	3,378	87,828	6	Y	No	38	4	4	80	1	6	5	4	5	1	2	4
20	No	Travel_Rarely	246	Research & Development	3	5	Life Sciences	1	2,994	4	Female	128	3	1	Manufacturing Director	3	Married	22,455	516,465	5	Y	No	46	3	3	80	3	36	3	3	19	11	8	3
28	Yes	Travel_Rarely	1,336	Human Resources	2	1	Human Resources	1	2,995	2	Female	49	4	5	Human Resources	4	Single	42,190	126,570	0	Y	No	13	4	1	80	4	26	3	3	22	14	16	9
32	Yes	Travel_Frequently	1,437	Software	13	4	Other	1	2,996	2	Female	43	4	1	Sales Executive	4	Single	32,757	622,383	7	Y	Yes	46	2	2	80	4	36	6	1	31	26	28	6
52	Yes	Travel_Rarely	1,097	Human Resources	30	2	Life Sciences	1	2,997	1	Female	133	4	5	Laboratory Technician	4	Divorced	16,155	177,705	8	Y	Yes	12	1	1	80	4	6	5	3	2	2	2	2
20	Yes	Travel_Frequently	734	Research & Development	9	2	Human Resources	1	2,998	2	Female	183	3	4	Developer	1	Single	15,494	433,832	5	Y	Yes	30	4	4	80	4	7	1	4	7	2	4	3
51	Yes	Travel_Frequently	759	Hardware	39	3	Marketing	1	2,999	1	Male	165	3	5	Manufacturing Director	1	Single	25,510	688,770	0	Y	No	48	3	4	80	2	20	3	4	13	10	3	11
51	Yes	Non-Travel	1,224	Sales	30	4	Marketing	1	3,000	1	Female	108	3	5	Manager	1	Single	33,690	437,970	6	Y	Yes	37	4	1	80	2	1	4	2	1	1	1	1

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