Wolfrom 2023 occupations data.xlsx

	A	B	C	D	E	F	G	H	I	J	K
1	Occupation	Big 5: Agreeableness	Big 5: Conscientiousness	Big 5: Extraversion	Big 5: Neuroticism	Big 5: Openness	IQ	Delayed Gratification	Generalized Self Efficacy	Overall Mental Health	Willingness to take Risks

2	2111 - Physicists and Astronomers	-0.24	0.12	-0.31	-0.2	0.25	113.95	0.48	0.27	0.14	0.12
3	2112 - Meteorologists	-0.24	0.12	-0.31	-0.2	0.25	113.95	0.48	0.27	0.14	0.12
4	2114 - Geologists and geophysicists	-0.24	0.12	-0.31	-0.2	0.25	113.95	0.48	0.27	0.14	0.12
5	2250 - Veterinarians	-0.06	0.25	-0.11	0.08	-0.1	113.01	0.25	0	0.04	0.18
6	3154 - Air Traffic Controllers	-0.23	0.01	0.06	-0.19	0.13	112.6	0.03	0.12	0	0.37
7	2211 - Generalist Medical Practitioners	-0.06	0.14	-0.19	-0.16	-0.03	112.38	0.34	0.13	0.16	0.18
8	2212 - Specialist Medical Practitioners	-0.06	0.14	-0.19	-0.16	-0.02	112.31	0.34	0.13	0.15	0.17
9	2113 - Chemists	-0.29	-0.03	-0.14	-0.14	0.21	111.8	0.35	0.38	0.26	0.16
10	2631 - Economists	-0.23	-0.07	-0.13	0.05	0.29	111.76	0.2	0.18	0.09	0.23
11	2120 - Mathematicians, Actuaries and Statisticians	-0.24	-0.05	-0.12	0.01	0.27	111.69	0.18	0.21	0.12	0.3
12	3153 - Aircraft Pilots and Related Associate Professionals	-0.2	0.13	-0.02	-0.27	0.11	111.42	0.13	0.12	0.05	0.38
13	1223 - Research and Development Managers	-0.2	0.12	-0.1	-0.15	0.25	111.32	0.28	0.39	0.09	0.24
14	1211 - Finance Managers	-0.28	0.09	-0.19	-0.07	-0.1	111.14	0.24	0.38	0.1	0.15
15	2511 - Systems Analysts	-0.09	-0.01	-0.21	-0.02	0.37	111.13	0.04	0.21	0.17	0.19
16	2310 - University and Higher Education Teachers	-0.05	-0.02	-0.11	-0.07	0.52	111.06	0.48	0.35	0.14	0.07
17	2514 - Applications Programmers	-0.11	-0.2	-0.38	0	0.38	111.01	-0.04	0.27	0.19	0.15
18	2162 - Landscape Architects	-0.32	-0.1	-0.15	0	0.58	110.97	0.25	0.35	0.07	0.35
19	2512 - Software Developers	-0.12	-0.15	-0.33	0	0.36	110.76	-0.01	0.27	0.18	0.18
20	2132 - Farming, Forestry and Fisheries Advisers	-0.09	0.1	-0.2	-0.1	0.17	110.57	0.23	0.18	0.11	0.09
21	2131 - Biologists, Botanists, Zoologists and Related Professionals	-0.09	0.11	-0.21	-0.08	0.17	110.43	0.25	0.19	0.11	0.1
22	2611 - Lawyers	-0.2	0.13	-0.08	0.17	0.08	110.31	0.12	0.27	-0.03	0.09
23	2619 - Legal Professionals Not Elsewhere Classified	-0.21	0.06	-0.17	0.24	0.13	110.26	0.07	0.22	0	0.08
24	2632 - Sociologists, Anthropologists and Related Professionals	-0.18	-0.08	-0.13	0.21	0.37	110.12	0.31	0.19	0.04	0.03
25	2633 - Philosophers, Historians and Political Scientists	-0.18	-0.08	-0.13	0.21	0.37	110.12	0.31	0.19	0.04	0.03
26	2523 - Computer Network Professionals	-0.16	-0.02	-0.21	-0.01	0.26	109.83	0.07	0.25	0.13	0.24
27	2161 - Building Architects	-0.24	-0.05	-0.21	-0.05	0.54	109.79	0.25	0.35	0.07	0.35
28	2612 - Judges	-0.25	0.27	-0.01	0.16	0	109.68	0.17	0.37	-0.1	0.11
29	2133 - Environmental Protection Professionals	-0.2	0.04	-0.06	-0.04	0.26	109.65	0.17	0.21	0.18	0.26
30	2164 - Town and Traffic Planners	-0.28	0.01	-0.03	0.08	0.38	109.59	0.16	0.23	0.04	0.31
31	1330 - Information and Communications Technology Service Managers	-0.25	0	-0.15	-0.11	0.25	109.58	0.14	0.47	0.16	0.36
32	2529 - Database and Network Professionals Not Elsewhere Classified	-0.19	-0.06	-0.19	0.02	0.23	109.46	0.08	0.23	0.1	0.25
33	2262 - Pharmacists	0.1	0.16	-0.03	0.17	0	109.44	0.29	-0.16	0.11	0.1
34	2330 - Secondary Education Teachers	-0.01	0.03	0.06	0.03	0.36	109.43	0.21	0.2	0.02	0.17
35	2341 - Primary School Teachers	0.13	0.07	0.07	0.24	0.28	109.43	0.23	0.12	-0.01	0.08
36	1222 - Advertising and Public Relations Managers	-0.3	-0.02	0.13	0.03	0.63	109.42	0.14	0.29	0.01	0.33
37	2151 - Electrical Engineers	-0.35	0.01	-0.24	-0.19	0.23	109.42	0.24	0.42	0.3	0.3
38	2165 - Cartographers and Surveyors	-0.21	0.05	-0.25	-0.15	0.03	109.35	-0.01	0.09	0.08	0.4
39	2654 - Film, Stage and Related Directors and Producers	-0.16	-0.1	0.06	0.16	0.7	109.17	0.08	0.28	-0.09	0.41
40	2261 - Dentists	-0.12	0.08	-0.07	0.09	0.11	109.08	0.26	0.12	0.32	0.16
41	2521 - Database Designers and Administrators	-0.1	0	-0.24	0.01	0.34	108.98	-0.04	0.21	0.17	0.19
42	2411 - Accountants	-0.18	0.04	-0.06	-0.01	-0.16	108.93	0.14	0.13	0.12	0.13
43	2141 - Industrial and Production Engineers	-0.29	-0.02	-0.15	-0.22	0.27	108.92	0.23	0.39	0.26	0.26
44	2412 - Financial and Investment Advisers	-0.13	0.06	0.02	0.02	0.04	108.92	0.14	0.14	0.1	0.27
45	3252 - Medical Records and Health Information Technicians	-0.23	0.01	-0.08	0.04	0.31	108.86	0.13	0.21	0.08	0.34
46	2421 - Management and Organization Analysts	-0.19	0.12	-0.03	-0.03	0.21	108.81	0.17	0.36	0.13	0.35
47	2519 - Software and Applications Developers and Analysts Not Elsewhere Classified	-0.2	0.01	-0.19	-0.04	0.25	108.75	0.06	0.31	0.16	0.29
48	2146 - Mining Engineers, Metallurgists and Related Professionals	-0.33	-0.02	-0.26	-0.19	0.19	108.72	0.24	0.28	0.28	0.27
49	1346 - Financial and Insurance Services Branch managers	-0.12	0.12	-0.03	-0.16	0.17	108.68	0.16	0.48	0.18	0.33
50	2652 - Musicians, Singers and Composers	-0.12	-0.2	0.2	0.01	1.07	108.66	0.14	0.4	0.05	0.39
51	2413 - Financial Analysts	-0.11	0.09	0.02	0.01	0.07	108.6	0.14	0.17	0.1	0.28
52	2642 - Journalists	-0.18	-0.05	0.08	0.16	0.59	108.6	0.04	0.02	-0.11	0.3
53	1112 - Senior Government Officials	-0.12	0.13	-0.03	-0.16	0.2	108.58	0.22	0.46	0.17	0.42
54	3355 - Police Inspectors and Detectives	-0.28	0	0.11	-0.15	0.14	108.57	0.08	0.31	0.07	0.36
55	2142 - Civil Engineers	-0.31	-0.02	-0.27	-0.17	0.19	108.37	0.26	0.23	0.27	0.29
56	2264 - Physiotherapists	0.04	0.23	0.22	-0.1	0.02	108.35	0.26	0	-0.05	0.08
57	1120 - Managing Directors and Chief Executives	-0.08	0.14	-0.06	-0.15	0.21	108.32	0.23	0.45	0.19	0.39
58	2513 - Web and Multimedia Developers	-0.09	-0.05	-0.18	0.06	0.47	108.31	0.03	0.2	0.12	0.23
59	2145 - Chemical Engineers	-0.32	-0.03	-0.17	-0.26	0.22	108.13	0.22	0.41	0.29	0.25
60	3314 - Statistical, Mathematical and Related Associate Professionals	-0.2	0.01	-0.08	0.04	0.26	108.11	0.1	0.19	0.06	0.29
61	2643 - Translators, Interpreters and Other Linguists	-0.09	0.03	0.02	0.07	0.55	108.1	0.11	0.04	-0.06	0.22
62	2149 - Engineering Professionals Not Elsewhere Classified	-0.31	0.01	-0.19	-0.22	0.23	108.09	0.18	0.36	0.25	0.25
63	2352 - Special Needs Teachers	0.11	0	0.06	0.06	0.28	108.01	0.27	0.21	0.04	0.1
64	1221 - Sales and Marketing Managers	-0.23	0.09	0.13	-0.15	0.3	108	0.13	0.35	0.15	0.51
65	2353 - Other Language Teachers	0.02	0.06	0.05	0.05	0.4	108	0.3	0.24	0.08	0.26
66	2354 - Other Music Teachers	0.02	0.06	0.05	0.05	0.4	108	0.3	0.24	0.08	0.26
67	1345 - Education Managers	-0.03	0.13	-0.04	0	0.28	107.98	0.24	0.29	0.17	0.2
68	3118 - Draughtspersons	-0.07	-0.04	-0.13	-0.06	0.47	107.88	0	0.09	0.02	0.2
69	2622 - Librarians and Related Information Professionals	-0.04	0.04	-0.22	0.11	0.4	107.86	0.13	0.15	0.1	0.04
70	2342 - Early Childhood Educators	0.14	0.06	0.09	0.26	0.26	107.79	0.19	0.09	-0.01	0.07
71	5412 - Police Officers	-0.28	-0.02	0.09	-0.21	0.08	107.71	0.04	0.29	0.12	0.35
72	2431 - Advertising and Marketing Professionals	-0.26	-0.04	0.13	0.02	0.45	107.69	0.06	0.22	0.08	0.38
73	2432 - Public Relations Professionals	-0.31	0.02	0.21	0.09	0.5	107.6	0.06	0.04	0	0.26
74	2641 - Authors and Related Writers	-0.05	0.05	0.06	0.06	0.62	107.6	0.07	-0.02	-0.1	0.23
75	3311 - Securities and Finance Dealers and Brokers	-0.15	0.07	0.11	-0.08	0.04	107.57	0.1	0.2	0.05	0.3
76	1349 - Professional Services Managers Not Elsewhere Classified	-0.18	0.28	0.03	-0.11	0.1	107.54	0.12	0.33	0.16	0.27
77	2621 - Archivists and Curators	-0.29	0.05	0.01	0.42	0.62	107.52	0.32	-0.02	0	0.17
78	3111 - Chemical and Physical Science Technicians	-0.16	-0.06	-0.2	0.05	0.09	107.52	0.1	0.02	0.13	0.05
79	3141 - Life Science Technicians (excluding Medical)	-0.16	-0.06	-0.2	0.05	0.09	107.52	0.1	0.02	0.13	0.05
80	5411 - Fire Fighters	-0.2	0.1	-0.02	-0.31	0.02	107.43	0.1	0.12	0.06	0.29
81	3331 - Clearing and Forwarding Aents	-0.12	0.03	0.11	-0.08	0.07	107.42	0.06	0.15	0.05	0.28
82	2267 - Optometrists and Ophthalmic Opticians	-0.01	0.21	0.13	-0.04	-0.12	107.29	0.17	-0.2	0.13	0.16
83	3315 - Valuers and Loss Assessors	-0.15	-0.02	0	-0.12	0.08	107.28	0.07	0.3	0.02	0.18
84	2351 - Education Methods Specialists	0.03	0.14	0.04	0.06	0.33	107.25	0.26	0.18	0.05	0.17
85	2522 - Systems Aministrators	-0.19	0.06	-0.19	-0.01	0.25	107	-0.02	0.28	0.17	0.29
86	2166 - Graphic and Multimedia Designers	-0.18	-0.15	-0.04	0.11	0.91	106.99	0	0.12	0.03	0.35
87	1322 - Mining Managers	-0.35	0.15	0.05	-0.6	0.23	106.94	0.23	0.49	0.17	0.41
88	1342 - Health Service Managers	-0.01	0.18	0.12	-0.09	0.14	106.94	0.12	0.21	0.04	0.13
89	3212 - Medical and Pathology Laboratory Technicians	-0.14	-0.05	-0.18	0.05	0.09	106.93	0.09	0.01	0.13	0.05
90	2230 - Traditional and Complementary Medicine Professionals	0.06	0.1	0.02	-0.05	0.13	106.86	0.33	0.16	0.09	0.18
91	2422 - Policy Administration Professionals	-0.16	0.05	-0.03	0.03	0.08	106.81	0.05	0.21	0.03	0.18
92	3324 - Trade Brokers	-0.16	0.04	0.08	-0.05	0.14	106.79	0.09	0.18	0.05	0.29
93	3339 - Business Services Agents Not Elsewhere Classified	-0.14	-0.02	0.09	0.06	0.4	106.76	0.04	0.17	-0.01	0.34
94	2634 - Psychologists	0	0.05	0.1	-0.09	0.36	106.71	0.37	0.27	-0.01	0.28
95	3143 - Forestry Technicians	-0.1	0.13	-0.02	0.03	0.22	106.7	0.01	-0.04	0.04	0.29
96	1321 - Manufacturing Managers	-0.28	0.06	-0.07	-0.3	0.15	106.42	0.2	0.5	0.15	0.39
97	2320 - Vocational Education Teachers	0.07	0.1	0.03	-0.03	0.52	106.42	0.27	0.27	0.06	0.26
98	2356 - Information Technology Trainers	-0.16	0.13	0.13	-0.09	0.32	106.38	0.08	0.32	0.07	0.35
99	2424 - Training and Staff Development Professionals	-0.16	0.13	0.13	-0.09	0.32	106.38	0.08	0.32	0.07	0.35
100	2144 - Mechanical Engineers	-0.36	-0.03	-0.2	-0.23	0.15	106.36	0.14	0.26	0.22	0.29