Sample HR Dataset.xlsx

	A	B	C	D	E	F	G	H	I	J	K	L	M	N	O	P	Q	R	S	T	U	W
1	Employee ID	First Name	Last Name	Department	Salary	Hire Date	Age	Gender	Performance Score	Full-Time	Bonus	Marital Status	Education Level	Work Experience (Years)	Employee Type	Office Location	Project Count	Last Promotion Year	Remote Work Status	Annual Training Hours	Manager Feedback Score
2	10001	Michael	Williams	HR	74291	2002-09-14 00:00:00	48	Female	9	Yes	5324.53	Widowed	PhD	13	Intern	San Francisco	4	2022	On-Site	150	2.2
3	10002	Emily	Wilson	Marketing	93350	2008-11-12 00:00:00	53	Male	7	Yes	5037.68	Married	Master's	39	Intern	Nairobi	14	2019	On-Site	140	1.2	74291
4	10003	Chris	Wilson	IT	112020	2017-07-13 00:00:00	33	Male	7	Yes	1087.86	Widowed	High School	20	Permanent	Berlin	11	2012	Hybrid	159	4.7
5	10004	Michael	Wilson	Sales	34646	2014-07-27 00:00:00	26	Female	8	No	4817.13	Single	Associate's	32	Intern	Tokyo	16	2020	Fully Remote	18	1.9
6	10005	Alex	Brown	Operations	69713	2010-07-12 00:00:00	28	Male	4	No	3231.82	Single	Associate's	10	Permanent	San Francisco	4	2017	Hybrid	150	2.5
7	10006	Sarah	Wilson	Finance	97936	2014-07-10 00:00:00	43	Male	6	Yes	3108.36	Widowed	Bachelor's	26	Contract	San Francisco	18	2017	On-Site	69	3.1
8	10007	Chris	Davis	Finance	74331	2017-04-02 00:00:00	48	Female	5	No	2612.63	Widowed	Bachelor's	19	Contract	Tokyo	9	2021	On-Site	163	4.9
9	10008	Chris	Williams	HR	52185	2010-02-10 00:00:00	36	Female	1	No	3659.02	Single	Bachelor's	29	Intern	Berlin	11	2016	Hybrid	24	3.1
10	10009	Michael	Wilson	IT	114263	2000-04-08 00:00:00	60	Male	9	No	3854.76	Divorced	Associate's	13	Intern	London	1	2017	On-Site	74	2.8
11	10010	Jane	Smith	Marketing	82107	2006-04-07 00:00:00	56	Female	2	No	3433.37	Divorced	Master's	34	Permanent	New York	16	2010	On-Site	49	3.3
12	10011	Alex	Brown	Finance	96554	2004-02-23 00:00:00	47	Male	6	Yes	9798.15	Divorced	High School	20	Intern	Berlin	4	2012	Fully Remote	5	4.9
13	10012	Michael	Davis	HR	47563	2011-10-07 00:00:00	44	Male	8	Yes	9360.95	Widowed	Bachelor's	18	Intern	Tokyo	14	2015	Fully Remote	151	4.3
14	10013	Alex	Smith	Sales	100729	2001-09-25 00:00:00	34	Male	3	No	5957.85	Widowed	Associate's	34	Intern	Nairobi	19	2021	On-Site	43	1.7
15	10014	Alex	Smith	IT	45701	2019-11-20 00:00:00	47	Male	5	Yes	9820.02	Single	Master's	8	Permanent	Nairobi	12	2016	On-Site	123	4.2
16	10015	Sarah	Smith	IT	99072	2013-04-03 00:00:00	24	Female	7	Yes	9916.38	Married	Bachelor's	16	Contract	Tokyo	19	2016	Hybrid	159	4.4
17	10016	Chris	Smith	HR	78217	2012-07-21 00:00:00	50	Female	4	Yes	3881.43	Divorced	Bachelor's	23	Permanent	Nairobi	10	2020	Hybrid	60	3.8
18	10017	Emily	Williams	HR	74610	2001-08-01 00:00:00	23	Male	5	Yes	4729.28	Divorced	High School	32	Permanent	Tokyo	17	2015	On-Site	148	3.6
19	10018	Sarah	Wilson	Marketing	114422	2010-11-03 00:00:00	49	Female	1	No	9611.09	Divorced	High School	13	Intern	San Francisco	8	2022	Fully Remote	11	2.8
20	10019	Sarah	Miller	HR	80131	2018-04-06 00:00:00	44	Male	4	No	6281.95	Single	PhD	26	Contract	London	15	2021	Fully Remote	24	3.6
21	10020	Alex	Williams	Marketing	59410	2000-09-29 00:00:00	57	Male	7	No	2522.83	Married	Bachelor's	38	Permanent	San Francisco	14	2021	Hybrid	163	4
22	10021	Katie	Williams	Marketing	88715	2014-08-13 00:00:00	27	Female	7	Yes	7049.12	Married	PhD	1	Intern	San Francisco	3	2021	Fully Remote	88	1.5
23	10022	Chris	Davis	Operations	68665	2013-05-13 00:00:00	32	Female	4	No	2454.59	Married	Associate's	2	Permanent	San Francisco	11	2020	Fully Remote	83	2
24	10023	Jane	Davis	IT	45957	2010-10-29 00:00:00	59	Male	6	No	3723.9	Divorced	High School	39	Intern	Tokyo	12	2013	Hybrid	157	1.8
25	10024	Sarah	Wilson	Sales	78127	2010-10-02 00:00:00	55	Female	5	No	2661.82	Widowed	Master's	13	Contract	Berlin	8	2014	Hybrid	114	4.4
26	10025	Emily	Miller	IT	93589	2001-03-28 00:00:00	38	Male	1	No	2827.31	Divorced	Bachelor's	27	Contract	New York	14	2018	Fully Remote	5	3.7
27	10026	Katie	Davis	IT	76008	2003-03-21 00:00:00	24	Female	8	Yes	544.23	Married	Bachelor's	4	Intern	New York	17	2010	Hybrid	149	2.8
28	10027	Katie	Wilson	Operations	91920	2017-10-08 00:00:00	55	Female	7	No	8866.73	Single	PhD	20	Permanent	London	19	2011	On-Site	84	4.3
29	10028	Jane	Wilson	Marketing	62875	2013-06-12 00:00:00	43	Male	5	Yes	3311.91	Married	High School	3	Permanent	London	6	2014	Hybrid	31	3.9
30	10029	Sarah	Johnson	Marketing	31626	2001-02-17 00:00:00	50	Female	7	Yes	1320.56	Divorced	PhD	23	Contract	Tokyo	11	2014	On-Site	123	4.7
31	10030	Emily	Miller	HR	93822	2004-03-30 00:00:00	50	Female	3	No	1326.38	Widowed	Bachelor's	2	Permanent	New York	9	2021	On-Site	127	1.3
32	10031	Chris	Davis	Operations	101765	2012-05-23 00:00:00	26	Male	8	Yes	5782.17	Married	High School	16	Intern	Berlin	6	2016	On-Site	28	3
33	10032	John	Miller	HR	102413	2017-11-09 00:00:00	31	Male	5	Yes	9932.75	Widowed	Bachelor's	10	Intern	Tokyo	13	2017	Hybrid	194	3.8
34	10033	Emily	Williams	Operations	63642	2019-07-21 00:00:00	31	Male	2	No	1877.71	Married	High School	28	Intern	London	14	2019	Hybrid	56	1.8
35	10034	Jane	Williams	HR	68311	2013-08-30 00:00:00	30	Male	2	No	1446.41	Widowed	Bachelor's	18	Contract	Tokyo	3	2015	Hybrid	55	2.3
36	10035	Katie	Miller	Finance	62356	2017-12-28 00:00:00	42	Male	4	No	4663.89	Widowed	Master's	2	Contract	London	7	2015	On-Site	198	2.7
37	10036	Chris	Johnson	IT	33809	2005-04-30 00:00:00	34	Male	7	No	5851.65	Married	PhD	14	Contract	New York	18	2014	Hybrid	61	4.2
38	10037	Emily	Johnson	IT	73371	2014-03-31 00:00:00	31	Female	4	No	3296.61	Single	High School	20	Intern	Tokyo	18	2014	Fully Remote	59	3
39	10038	John	Miller	Sales	64875	2000-07-10 00:00:00	59	Male	9	Yes	3373.96	Divorced	PhD	23	Contract	San Francisco	4	2022	Fully Remote	57	3
40	10039	John	Davis	Marketing	39465	2000-02-10 00:00:00	32	Male	2	No	4532.53	Divorced	High School	7	Intern	Nairobi	2	2020	Hybrid	93	2.7
41	10040	Alex	Brown	Sales	96095	2016-05-19 00:00:00	25	Male	6	Yes	3484.38	Married	High School	14	Permanent	London	9	2017	On-Site	23	1.9
42	10041	Alex	Johnson	Finance	103844	2005-02-02 00:00:00	52	Female	4	Yes	9195.65	Widowed	High School	37	Contract	San Francisco	14	2014	Hybrid	113	4.7
43	10042	Michael	Smith	Sales	95250	2016-02-18 00:00:00	55	Male	6	No	898.57	Divorced	Bachelor's	8	Permanent	London	1	2015	Fully Remote	145	2.3
44	10043	Jane	Williams	IT	116889	2003-08-25 00:00:00	63	Male	9	Yes	2728.42	Widowed	Associate's	5	Permanent	San Francisco	9	2012	On-Site	33	3.3
45	10044	Sarah	Miller	Marketing	45250	2009-06-11 00:00:00	56	Female	9	Yes	8181.25	Single	Bachelor's	23	Contract	New York	15	2023	Hybrid	138	1.6
46	10045	Emily	Smith	Finance	76023	2000-05-15 00:00:00	60	Female	9	No	8422.6	Married	Associate's	10	Contract	New York	2	2014	Hybrid	124	2.7
47	10046	Emily	Miller	IT	76624	2016-03-06 00:00:00	60	Male	9	No	1559.77	Single	Bachelor's	27	Permanent	Berlin	6	2023	On-Site	133	4.6
48	10047	Sarah	Wilson	HR	46427	2011-07-03 00:00:00	54	Female	3	Yes	9750.75	Widowed	Associate's	35	Permanent	Berlin	18	2018	On-Site	156	5
49	10048	Michael	Williams	Operations	63276	2012-08-19 00:00:00	29	Female	9	Yes	7086.87	Widowed	High School	1	Permanent	Berlin	14	2012	Fully Remote	78	2.4
50	10049	Katie	Williams	Finance	101643	2005-04-25 00:00:00	53	Male	3	Yes	3089.63	Married	High School	7	Intern	Tokyo	11	2017	Hybrid	103	1.6
51	10050	Katie	Johnson	Marketing	109012	2019-01-18 00:00:00	54	Male	3	Yes	4832.36	Widowed	Associate's	8	Permanent	London	1	2020	Fully Remote	10	2.3
52	10051	Michael	Johnson	Sales	33439	2004-04-14 00:00:00	29	Male	5	Yes	3322.82	Married	Associate's	11	Intern	Tokyo	12	2016	Fully Remote	180	2.3
53	10052	Katie	Smith	Sales	115848	2011-07-23 00:00:00	35	Female	6	No	1925.21	Married	PhD	34	Contract	Berlin	19	2013	On-Site	152	3.6
54	10053	Alex	Wilson	Finance	117331	2017-11-30 00:00:00	55	Male	9	No	3266.19	Single	High School	28	Permanent	London	18	2014	Hybrid	80	3
55	10054	Emily	Miller	Marketing	108672	2017-01-13 00:00:00	29	Female	1	No	6010.87	Divorced	Bachelor's	34	Contract	Tokyo	6	2017	Fully Remote	71	4.1
56	10055	Michael	Wilson	Finance	109703	2001-01-23 00:00:00	63	Male	8	No	8346.71	Divorced	PhD	20	Permanent	New York	2	2019	Fully Remote	187	3.8
57	10056	Emily	Williams	Marketing	47300	2004-04-07 00:00:00	28	Female	4	Yes	3953.53	Widowed	Associate's	28	Contract	London	5	2016	On-Site	22	2
58	10057	Sarah	Smith	Sales	90289	2015-12-08 00:00:00	34	Male	7	No	3805.06	Divorced	Bachelor's	37	Permanent	Berlin	0	2019	Hybrid	25	4.1
59	10058	John	Brown	IT	47182	2005-10-22 00:00:00	42	Female	6	No	4946.01	Widowed	Master's	3	Intern	New York	1	2019	Hybrid	196	4.4
60	10059	Alex	Smith	HR	100507	2002-10-25 00:00:00	53	Male	6	Yes	6623.28	Divorced	Master's	9	Contract	London	0	2011	Fully Remote	169	3.4
61	10060	Chris	Davis	IT	80912	2016-07-13 00:00:00	32	Male	7	Yes	7640.35	Single	Master's	22	Contract	Tokyo	3	2017	On-Site	23	4.7
62	10061	Alex	Smith	HR	56909	2009-09-04 00:00:00	35	Male	4	Yes	3604.6	Divorced	Bachelor's	25	Permanent	Nairobi	4	2017	Hybrid	60	4.1
63	10062	Michael	Wilson	Sales	49659	2000-03-22 00:00:00	32	Female	6	No	6070.35	Widowed	Associate's	2	Intern	Nairobi	1	2018	Hybrid	194	3.4
64	10063	Chris	Davis	IT	61403	2015-06-27 00:00:00	23	Female	3	No	4198.93	Widowed	Bachelor's	23	Intern	Berlin	15	2011	Fully Remote	22	4.6
65	10064	John	Davis	IT	63586	2002-02-14 00:00:00	55	Male	5	Yes	7305.8	Divorced	PhD	17	Intern	Tokyo	7	2023	Hybrid	162	3.4
66	10065	Michael	Davis	Finance	40360	2008-04-26 00:00:00	38	Female	2	Yes	2064.41	Married	PhD	25	Permanent	New York	14	2013	Hybrid	188	3.1
67	10066	Jane	Brown	Operations	51424	2011-12-22 00:00:00	35	Male	3	No	2940.79	Single	Master's	12	Contract	New York	10	2011	Hybrid	110	2.4
68	10067	Emily	Smith	Sales	78791	2007-11-27 00:00:00	46	Female	9	Yes	4547.57	Married	Associate's	27	Permanent	New York	9	2013	Hybrid	174	4.5
69	10068	John	Wilson	Marketing	33065	2005-02-21 00:00:00	48	Male	6	Yes	8949.44	Divorced	PhD	20	Intern	London	2	2012	Fully Remote	57	1.5
70	10069	Emily	Smith	Sales	98795	2006-03-21 00:00:00	29	Female	3	Yes	5946.59	Married	High School	9	Intern	Berlin	10	2016	Hybrid	90	2.9
71	10070	Katie	Brown	Marketing	42300	2004-05-26 00:00:00	38	Female	2	No	9671.26	Divorced	High School	23	Contract	Nairobi	16	2023	Hybrid	54	3.1
72	10071	Jane	Williams	Marketing	63370	2008-08-05 00:00:00	26	Female	5	No	1481.14	Widowed	Master's	36	Permanent	New York	9	2014	On-Site	131	3.2
73	10072	Jane	Johnson	HR	99831	2001-08-28 00:00:00	33	Female	5	No	4871.67	Married	Master's	28	Permanent	Tokyo	16	2016	Fully Remote	8	3.6
74	10073	John	Wilson	Marketing	57209	2016-11-14 00:00:00	59	Female	1	Yes	4481.25	Single	Master's	29	Intern	Berlin	13	2011	Hybrid	67	3
75	10074	Jane	Wilson	Marketing	50927	2012-12-18 00:00:00	39	Male	3	Yes	6201.96	Married	PhD	32	Contract	Nairobi	0	2013	On-Site	199	2
76	10075	Chris	Smith	Finance	64579	2009-05-07 00:00:00	47	Female	7	No	8213.66	Widowed	Associate's	12	Contract	Tokyo	8	2015	Fully Remote	117	4.4
77	10076	Jane	Johnson	IT	39032	2010-01-13 00:00:00	52	Female	9	Yes	8493.76	Widowed	Master's	30	Intern	Tokyo	14	2021	Hybrid	60	3.6
78	10077	Emily	Miller	Sales	108413	2016-02-11 00:00:00	58	Female	5	Yes	6866.85	Widowed	Bachelor's	11	Permanent	New York	3	2014	On-Site	181	4.4
79	10078	Emily	Miller	Sales	70731	2016-01-09 00:00:00	27	Female	4	No	6594.6	Married	Master's	37	Permanent	Berlin	19	2020	Fully Remote	154	2.1
80	10079	Michael	Brown	Marketing	83767	2014-12-15 00:00:00	62	Male	3	Yes	9515.78	Widowed	PhD	20	Contract	San Francisco	2	2011	Hybrid	144	3.5
81	10080	Emily	Miller	Operations	102302	2005-11-14 00:00:00	36	Female	9	Yes	4145.03	Widowed	Associate's	11	Contract	London	19	2021	On-Site	181	3.9
82	10081	Michael	Wilson	Sales	79954	2019-10-07 00:00:00	63	Female	7	Yes	8411.44	Married	Master's	38	Intern	San Francisco	6	2016	Fully Remote	17	2.5
83	10082	Emily	Miller	Marketing	118365	2011-09-10 00:00:00	47	Male	7	Yes	9254.29	Married	High School	16	Contract	London	2	2011	On-Site	109	4.2
84	10083	Chris	Williams	HR	115757	2010-04-23 00:00:00	33	Male	8	No	5169.62	Divorced	Master's	35	Permanent	Berlin	14	2023	On-Site	37	1
85	10084	Sarah	Williams	HR	55102	2003-10-08 00:00:00	62	Female	1	Yes	7426.47	Married	Master's	1	Permanent	Nairobi	9	2018	Hybrid	179	3.4
86	10085	Michael	Williams	HR	64433	2009-06-24 00:00:00	35	Male	4	No	4081.69	Widowed	Associate's	25	Contract	New York	15	2016	On-Site	68	3.5
87	10086	Alex	Miller	Marketing	45932	2019-12-09 00:00:00	22	Female	5	No	2009.35	Single	Bachelor's	27	Intern	Berlin	16	2021	Hybrid	87	3.1
88	10087	Katie	Brown	Finance	55714	2000-12-13 00:00:00	38	Female	5	No	6071.79	Widowed	Master's	32	Permanent	San Francisco	18	2012	Hybrid	109	3.5
89	10088	John	Davis	Operations	87803	2000-01-01 00:00:00	54	Male	1	No	2366.48	Widowed	Master's	6	Permanent	Tokyo	0	2015	On-Site	149	1.7
90	10089	Emily	Davis	Marketing	69743	2000-03-03 00:00:00	50	Female	3	Yes	4847.19	Widowed	PhD	36	Intern	London	0	2014	On-Site	38	3.7
91	10090	Jane	Johnson	Finance	32552	2004-11-18 00:00:00	52	Male	2	Yes	8792.35	Married	Associate's	39	Contract	London	13	2021	On-Site	72	2.3
92	10091	Sarah	Davis	Finance	86627	2010-06-11 00:00:00	29	Male	7	No	1317.17	Single	PhD	23	Permanent	San Francisco	1	2018	On-Site	43	2.8
93	10092	Emily	Davis	Sales	75987	2000-08-13 00:00:00	51	Female	5	No	789.07	Widowed	Master's	29	Permanent	New York	1	2022	Fully Remote	133	2.3
94	10093	Jane	Williams	Marketing	109810	2017-12-23 00:00:00	34	Female	3	No	6261.54	Married	Master's	30	Intern	Berlin	19	2012	Hybrid	137	2.9
95	10094	Katie	Williams	Marketing	75380	2002-11-08 00:00:00	37	Male	8	No	3645.08	Divorced	High School	22	Contract	San Francisco	9	2011	On-Site	44	3.5
96	10095	Katie	Miller	Finance	59250	2016-11-26 00:00:00	23	Female	1	Yes	4470.41	Single	PhD	11	Intern	Berlin	14	2011	Fully Remote	67	4.4
97	10096	Katie	Johnson	Finance	98344	2002-04-24 00:00:00	39	Male	1	No	4354.25	Single	Associate's	26	Intern	New York	14	2013	On-Site	133	2.9
98	10097	Jane	Smith	Finance	94686	2007-05-04 00:00:00	56	Male	6	No	1322.89	Married	Master's	23	Contract	Tokyo	6	2022	Fully Remote	167	2.3
99	10098	Emily	Wilson	Sales	75028	2011-04-12 00:00:00	40	Male	1	Yes	533.88	Divorced	High School	3	Permanent	Berlin	7	2010	Hybrid	149	3
100	10099	Katie	Johnson	Marketing	45295	2019-02-10 00:00:00	34	Male	4	No	9035.02	Widowed	High School	6	Intern	New York	10	2018	On-Site	98	3.8