faculty_hiring_us — Faculty hiring networks in the US (2022)

Description

Networks of faculty hiring for all PhD-granting US universities over the decade 2011–2020. A directed edge (i,j) indicates that people who received their doctorate from institution i were tenure-track faculty at institution j during the time of collection (2011–2020). Faculty with doctorates from anywhere are included, so the doctoral institutions (sources) also include non-US institutions and institutions outside the ranking, which appear only as sources; the US PhD-granting institutions that the authors analyze are marked by the ranked node property. This dataset is divided into separate networks for all 107 fields, as well as aggregate networks for 8 domains, and an overall network for all of academia.

The networks have the following properties:

(Node) id and name: the id and name of the institution.
(Node) ranked: whether the institution is one of the US PhD-granting institutions ranked by the authors in this network (restricting to these nodes gives the network analyzed in the paper).
(Node) non_attrition and attrition: the number of faculty-years (2011–2019) in which faculty trained at the institution and employed in this network did not leave, or left, the sample (-1 where not available, i.e. for institutions that are not ranked).
(Edge) total: the number of faculty at institution j with a doctorate from institution i.
(Edge) men and women: the same count by gender (faculty whose gender could not be determined are counted only in total).

Tags

Economic Employment Weighted Metadata

Added

2022-11-17

Citation

Wapman, K.H., Zhang, S., Clauset, A., Larremore, D. B., "Quantifying hierarchy and dynamics in US faculty hiring and retention." Nature (2022). 10.1038/s41586-022-05222-x Sci-Hub

Upstream URL OK

https://github.com/LarremoreLab/us-faculty-hiring-networks

Networks

Tip: click on a column header to sort the list, or hover over it for a description.

Column legend

$\left<k\right>$: Mean degree
$\sigma_k$: Standard deviation of the degrees
$\lambda_h$: Largest eigenvalue of the Hashimoto (non-backtracking) matrix
$\tau$: Random walk mixing time
$r$: Degree assortativity
$c$: Global clustering coefficient
$\oslash$: (Pseudo-) diameter
$S$: Relative size of the largest component
NPs: Node properties
EPs: Edge properties

Name	Nodes	Edges	$\left<k\right>$	$\sigma_k$	$\lambda_h$	$\tau$	$r$	$c$	$\oslash$	$S$	Kind	Mode	NPs	EPs	gt	GraphML	GML	csv
academia	3,284	61,936	18.86	106.02	219.18	1.45	-0.25	0.49	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	199 KiB	469 KiB	444 KiB	318 KiB
domain_applied_sciences	959	11,809	12.31	49.97	94.10	1.47	-0.10	0.47	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	48 KiB	100 KiB	95 KiB	69 KiB
domain_education	523	7,019	13.42	39.13	69.32	2.26	0.00	0.42	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	29 KiB	58 KiB	55 KiB	39 KiB
domain_engineering	1,102	12,658	11.49	49.16	96.37	3.00	-0.12	0.44	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	53 KiB	108 KiB	102 KiB	75 KiB
domain_humanities	934	15,385	16.47	61.87	116.28	2.03	-0.11	0.52	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	55 KiB	120 KiB	113 KiB	81 KiB
domain_mathematics_and_computing	1,036	13,210	12.75	49.00	96.09	1.34	-0.05	0.41	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	52 KiB	106 KiB	101 KiB	74 KiB
domain_medicine_and_health	1,845	21,594	11.70	58.94	117.66	1.30	-0.18	0.41	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	90 KiB	183 KiB	173 KiB	128 KiB
domain_natural_sciences	2,142	30,646	14.31	71.41	145.80	1.12	-0.16	0.43	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	113 KiB	243 KiB	231 KiB	166 KiB
domain_social_sciences	848	15,982	18.85	65.24	117.84	1.24	-0.07	0.53	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	53 KiB	117 KiB	111 KiB	79 KiB
field_accounting	271	2,215	8.17	16.88	30.43	1.90	-0.00	0.23	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	13 KiB	22 KiB	21 KiB	15 KiB
field_aerospace_engineering	341	1,562	4.58	15.35	30.72	11.53	-0.01	0.33	6	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	13 KiB	22 KiB	21 KiB	16 KiB
field_agricultural_economics	135	678	5.02	13.37	22.43	1.90	-0.10	0.42	4	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	6 KiB	10 KiB	9 KiB	7 KiB
field_agricultural_engineering	362	1,733	4.79	15.84	29.26	2.62	-0.07	0.29	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	15 KiB	23 KiB	22 KiB	17 KiB
field_agronomy	164	572	3.49	13.00	20.18	1.73	-0.34	0.40	4	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	7 KiB	10 KiB	10 KiB	7 KiB
field_anatomy	501	1,492	2.98	12.39	20.39	3.20	-0.33	0.09	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	18 KiB	27 KiB	26 KiB	20 KiB
field_animal_sciences	230	1,106	4.81	16.67	28.96	2.15	0.03	0.49	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	9 KiB	16 KiB	15 KiB	11 KiB
field_anthropology	312	2,759	8.84	21.99	37.94	1.41	-0.06	0.29	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	15 KiB	27 KiB	25 KiB	19 KiB
field_architecture	264	919	3.48	9.99	18.48	5.32	-0.02	0.19	6	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	10 KiB	16 KiB	15 KiB	11 KiB
field_art_history_and_criticism	249	1,257	5.05	14.55	25.60	2.54	-0.12	0.26	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	11 KiB	17 KiB	16 KiB	12 KiB
field_asian_languages	110	421	3.83	9.79	16.11	5.49	0.01	0.36	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	5 KiB	8 KiB	7 KiB	5 KiB
field_asian_studies	113	494	4.37	11.65	18.04	2.04	-0.05	0.40	4	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	5 KiB	8 KiB	7 KiB	6 KiB
field_astronomy	479	2,328	4.86	16.90	34.91	2.78	-0.05	0.27	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	18 KiB	30 KiB	29 KiB	22 KiB
field_atmospheric_sciences_and_meteorology	265	1,019	3.85	12.56	22.81	2.22	-0.26	0.25	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	10 KiB	16 KiB	16 KiB	12 KiB
field_biochemistry	776	4,830	6.22	21.47	44.65	1.91	0.00	0.22	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	31 KiB	53 KiB	51 KiB	39 KiB
field_biological_sciences	756	6,195	8.19	25.42	51.09	1.55	-0.03	0.22	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	33 KiB	59 KiB	56 KiB	43 KiB
field_biomedical_engineering	437	1,966	4.50	14.44	29.07	3.31	-0.03	0.23	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	17 KiB	27 KiB	26 KiB	20 KiB
field_biophysics	444	1,186	2.67	10.15	18.89	4.58	-0.43	0.11	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	16 KiB	24 KiB	23 KiB	18 KiB
field_biostatistics	307	1,233	4.02	13.43	25.49	3.06	-0.06	0.29	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	12 KiB	19 KiB	18 KiB	14 KiB
field_business_administration	291	1,656	5.69	15.94	29.49	2.59	-0.15	0.27	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	12 KiB	20 KiB	20 KiB	15 KiB
field_cell_biology	649	3,031	4.67	17.97	35.35	3.06	-0.18	0.21	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	24 KiB	40 KiB	38 KiB	30 KiB
field_chemical_engineering	375	2,282	6.09	17.55	33.93	1.72	0.08	0.28	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	16 KiB	27 KiB	25 KiB	19 KiB
field_chemistry	686	5,307	7.74	24.88	50.00	1.72	0.02	0.26	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	30 KiB	53 KiB	50 KiB	38 KiB
field_civil_engineering	384	2,925	7.62	22.16	39.92	1.73	-0.04	0.30	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	17 KiB	30 KiB	29 KiB	21 KiB
field_classics_and_classical_languages	207	1,191	5.75	14.57	25.35	1.67	-0.14	0.27	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	9 KiB	15 KiB	14 KiB	11 KiB
field_communication_disorders_and_sciences	224	916	4.09	10.44	18.40	3.32	-0.15	0.18	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	9 KiB	14 KiB	13 KiB	10 KiB
field_comparative_literature	137	487	3.55	9.17	15.67	2.75	-0.20	0.26	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	6 KiB	9 KiB	8 KiB	6 KiB
field_computer_engineering	589	4,165	7.07	23.65	47.13	1.53	-0.00	0.30	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	25 KiB	43 KiB	41 KiB	31 KiB
field_computer_science	623	5,247	8.42	26.53	51.99	2.33	0.08	0.31	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	28 KiB	51 KiB	48 KiB	36 KiB
field_counselor_education	227	1,145	5.04	12.31	21.24	2.30	-0.09	0.21	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	9 KiB	15 KiB	15 KiB	11 KiB
field_criminal_justice_and_criminology	245	1,114	4.55	11.12	20.07	4.37	-0.05	0.18	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	10 KiB	16 KiB	15 KiB	11 KiB
field_curriculum_and_instruction	272	2,162	7.95	18.98	33.75	1.94	0.04	0.30	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	13 KiB	22 KiB	21 KiB	16 KiB
field_ecology	231	963	4.17	12.49	22.27	2.08	-0.21	0.27	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	9 KiB	15 KiB	14 KiB	11 KiB
field_economics	371	3,851	10.38	25.77	46.90	1.59	-0.04	0.31	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	18 KiB	34 KiB	32 KiB	24 KiB
field_education	287	1,848	6.44	16.06	29.03	2.50	-0.13	0.24	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	12 KiB	22 KiB	21 KiB	15 KiB
field_education_administration	299	2,189	7.32	17.01	31.34	3.89	0.02	0.25	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	13 KiB	23 KiB	22 KiB	16 KiB
field_educational_psychology	233	1,272	5.46	13.95	24.83	2.02	-0.09	0.25	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	10 KiB	16 KiB	15 KiB	11 KiB
field_electrical_engineering	599	4,582	7.65	25.34	49.46	1.55	0.01	0.31	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	26 KiB	46 KiB	44 KiB	33 KiB
field_english_language_and_literature	356	5,387	15.13	34.19	59.77	1.32	-0.07	0.36	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	21 KiB	42 KiB	39 KiB	28 KiB
field_entomology	186	726	3.90	13.45	22.33	1.92	-0.21	0.39	4	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	8 KiB	12 KiB	11 KiB	9 KiB
field_environmental_engineering	354	2,367	6.69	19.80	36.29	1.71	-0.00	0.31	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	15 KiB	26 KiB	25 KiB	19 KiB
field_environmental_health_sciences	348	894	2.57	9.36	16.26	4.44	-0.31	0.13	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	12 KiB	19 KiB	18 KiB	14 KiB
field_environmental_sciences	409	2,023	4.95	14.80	28.23	2.20	-0.04	0.21	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	17 KiB	27 KiB	26 KiB	19 KiB
field_epidemiology	368	1,442	3.92	14.70	26.88	2.53	-0.15	0.27	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	15 KiB	23 KiB	22 KiB	16 KiB
field_evolutionary_biology	199	710	3.57	11.33	19.46	2.13	-0.35	0.25	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	8 KiB	12 KiB	11 KiB	9 KiB
field_exercise_science_kinesiology_rehab_health	523	3,225	6.17	20.45	38.15	2.59	-0.08	0.25	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	22 KiB	37 KiB	35 KiB	27 KiB
field_finance	309	2,351	7.61	16.27	30.32	1.93	-0.06	0.20	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	14 KiB	24 KiB	23 KiB	17 KiB
field_food_science	246	885	3.60	12.32	22.70	3.55	-0.07	0.32	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	10 KiB	15 KiB	14 KiB	11 KiB
field_forestry_and_forest_resources	204	780	3.82	13.99	22.42	1.88	-0.35	0.34	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	8 KiB	13 KiB	12 KiB	9 KiB
field_french_language_and_literature	155	623	4.02	9.94	17.58	3.22	0.02	0.26	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	7 KiB	10 KiB	10 KiB	7 KiB
field_gender_studies	148	518	3.50	7.92	13.99	5.22	-0.03	0.18	6	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	6 KiB	9 KiB	9 KiB	7 KiB
field_genetics	359	888	2.47	11.16	17.69	8.01	-0.38	0.12	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	13 KiB	20 KiB	19 KiB	14 KiB
field_geography	296	1,683	5.69	15.45	27.96	2.00	-0.08	0.25	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	12 KiB	20 KiB	19 KiB	15 KiB
field_geology	428	3,044	7.11	20.40	38.23	1.77	0.01	0.27	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	19 KiB	32 KiB	30 KiB	23 KiB
field_germanic_languages_and_literatures	137	563	4.11	9.86	16.55	2.14	-0.08	0.27	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	6 KiB	9 KiB	9 KiB	7 KiB
field_health_physical_education_recreation	234	935	4.00	10.70	19.40	2.36	-0.10	0.20	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	9 KiB	15 KiB	14 KiB	11 KiB
field_history	393	4,475	11.39	31.78	54.15	1.56	-0.14	0.34	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	20 KiB	39 KiB	37 KiB	27 KiB
field_horticulture	152	461	3.03	11.76	17.97	8.01	-0.39	0.39	6	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	6 KiB	9 KiB	9 KiB	7 KiB
field_human_development_and_family_sciences	268	1,338	4.99	14.33	25.68	2.22	-0.08	0.27	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	11 KiB	18 KiB	17 KiB	13 KiB
field_immunology	644	2,464	3.83	14.98	29.09	2.50	-0.29	0.15	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	23 KiB	37 KiB	35 KiB	28 KiB
field_industrial_engineering	261	1,204	4.61	13.88	25.78	2.37	-0.03	0.31	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	11 KiB	17 KiB	16 KiB	12 KiB
field_information_science	333	1,277	3.83	13.00	23.98	4.59	-0.14	0.24	6	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	13 KiB	20 KiB	19 KiB	14 KiB
field_information_technology	327	1,203	3.68	11.04	19.58	4.08	-0.21	0.14	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	13 KiB	20 KiB	19 KiB	14 KiB
field_international_affairs	220	972	4.42	13.17	23.15	3.48	-0.38	0.23	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	9 KiB	14 KiB	13 KiB	10 KiB
field_linguistics	168	813	4.84	11.68	20.71	2.55	0.05	0.29	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	7 KiB	12 KiB	11 KiB	8 KiB
field_management	410	3,508	8.56	22.64	41.50	2.15	0.01	0.29	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	19 KiB	35 KiB	33 KiB	24 KiB
field_management_information_systems	259	1,324	5.11	12.08	22.79	2.30	0.00	0.21	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	11 KiB	18 KiB	17 KiB	13 KiB
field_marine_sciences	280	973	3.48	12.76	22.54	3.73	-0.33	0.24	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	11 KiB	17 KiB	16 KiB	12 KiB
field_marketing	292	2,086	7.14	15.35	28.12	2.05	-0.02	0.21	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	13 KiB	22 KiB	21 KiB	16 KiB
field_materials_engineering	399	1,784	4.47	14.89	29.13	2.90	-0.10	0.25	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	16 KiB	25 KiB	24 KiB	18 KiB
field_mathematics	687	6,152	8.95	28.94	57.04	2.11	-0.03	0.29	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	31 KiB	56 KiB	53 KiB	40 KiB
field_mechanical_engineering	538	4,122	7.66	24.86	47.68	1.46	-0.04	0.30	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	23 KiB	42 KiB	40 KiB	30 KiB
field_microbiology	694	3,360	4.84	17.44	35.44	2.23	-0.14	0.19	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	26 KiB	43 KiB	41 KiB	32 KiB
field_molecular_biology	615	2,868	4.66	16.85	33.81	2.20	-0.21	0.19	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	23 KiB	38 KiB	36 KiB	28 KiB
field_music	300	2,929	9.76	24.58	41.81	1.51	-0.18	0.30	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	15 KiB	27 KiB	25 KiB	19 KiB
field_natural_resources	243	1,063	4.37	14.41	24.69	2.08	-0.25	0.29	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	10 KiB	15 KiB	15 KiB	11 KiB
field_near_and_middle_eastern_languages_and_cultures	118	378	3.20	8.82	14.45	3.89	0.01	0.32	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	5 KiB	8 KiB	7 KiB	6 KiB
field_neuroscience	591	2,491	4.21	15.89	31.40	2.38	-0.24	0.20	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	22 KiB	35 KiB	33 KiB	26 KiB
field_nursing	487	3,339	6.86	19.64	36.42	2.20	0.06	0.25	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	21 KiB	36 KiB	34 KiB	26 KiB
field_nutrition_sciences	349	1,425	4.08	13.11	24.32	4.93	-0.10	0.22	6	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	14 KiB	21 KiB	20 KiB	16 KiB
field_operations_research	208	939	4.51	11.61	20.81	2.55	-0.11	0.24	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	9 KiB	14 KiB	13 KiB	10 KiB
field_pathology	1,012	4,298	4.25	21.24	41.49	1.99	-0.34	0.19	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	36 KiB	60 KiB	57 KiB	44 KiB
field_pharmaceutical_sciences	557	1,773	3.18	12.69	23.86	3.11	-0.31	0.14	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	20 KiB	31 KiB	30 KiB	23 KiB
field_pharmacology	642	2,526	3.93	14.44	28.02	2.16	-0.25	0.15	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	23 KiB	37 KiB	35 KiB	28 KiB
field_pharmacy	318	1,072	3.37	12.43	21.67	4.12	-0.30	0.21	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	12 KiB	19 KiB	18 KiB	14 KiB
field_philosophy	347	2,796	8.06	19.80	35.43	1.66	-0.06	0.25	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	16 KiB	28 KiB	26 KiB	19 KiB
field_physics	733	5,334	7.28	24.85	50.54	1.75	0.04	0.27	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	32 KiB	54 KiB	52 KiB	39 KiB
field_physiology	655	2,740	4.18	14.86	30.30	2.90	-0.11	0.17	6	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	24 KiB	39 KiB	37 KiB	29 KiB
field_plant_pathology	176	666	3.78	13.14	22.65	1.61	-0.26	0.42	4	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	7 KiB	11 KiB	10 KiB	8 KiB
field_plant_sciences	240	928	3.87	13.55	24.73	2.08	-0.30	0.32	4	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	9 KiB	15 KiB	14 KiB	11 KiB
field_political_science	319	3,713	11.64	26.58	46.34	1.61	-0.02	0.33	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	17 KiB	32 KiB	30 KiB	22 KiB
field_psychology	539	6,302	11.69	31.52	56.74	1.45	0.00	0.30	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	28 KiB	52 KiB	50 KiB	37 KiB
field_public_health	552	3,106	5.63	21.30	39.66	2.24	-0.13	0.28	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	22 KiB	38 KiB	36 KiB	27 KiB
field_religious_studies	284	1,258	4.43	12.40	22.73	3.20	-0.12	0.20	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	12 KiB	18 KiB	17 KiB	13 KiB
field_slavic_languages_and_literatures	116	401	3.46	8.13	13.98	3.55	-0.05	0.24	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	5 KiB	8 KiB	7 KiB	5 KiB
field_social_work	284	2,160	7.61	19.70	34.37	2.06	0.05	0.33	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	13 KiB	23 KiB	22 KiB	16 KiB
field_sociology	292	3,259	11.16	24.53	41.99	1.98	-0.04	0.31	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	15 KiB	29 KiB	27 KiB	20 KiB
field_soil_science	188	712	3.79	12.88	22.07	2.06	-0.25	0.36	4	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	8 KiB	12 KiB	11 KiB	9 KiB
field_spanish_language_and_literature	172	878	5.10	11.81	21.23	2.39	0.07	0.28	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	7 KiB	12 KiB	11 KiB	9 KiB
field_special_education	179	806	4.50	10.91	18.98	2.63	-0.08	0.23	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	7 KiB	12 KiB	11 KiB	9 KiB
field_speech_and_hearing_sciences	177	696	3.93	9.45	16.76	2.63	0.00	0.21	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	7 KiB	11 KiB	11 KiB	8 KiB
field_statistics	429	2,498	5.82	16.91	33.59	1.87	0.01	0.24	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	18 KiB	29 KiB	28 KiB	21 KiB
field_systems_engineering	211	895	4.24	11.75	21.38	2.33	-0.14	0.26	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	9 KiB	14 KiB	13 KiB	10 KiB
field_theatre_literature_history_and_criticism	187	579	3.10	7.59	13.46	3.53	-0.07	0.14	6	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	7 KiB	11 KiB	10 KiB	8 KiB
field_theological_studies	288	973	3.38	12.11	21.72	5.59	-0.27	0.27	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	11 KiB	17 KiB	16 KiB	12 KiB
field_urban_and_regional_planning	201	802	3.99	10.83	19.05	2.90	-0.09	0.23	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	8 KiB	13 KiB	12 KiB	9 KiB
field_veterinary_medical_sciences	458	1,710	3.73	18.70	30.68	1.89	-0.36	0.31	5	1.00	Directed	Unipartite	id name ranked non_attrition attrition	total men women	17 KiB	27 KiB	26 KiB	20 KiB

Ridiculograms^*

domain_applied_sciences drawing — domain_applied_sciences

domain_education drawing — domain_education

domain_engineering drawing — domain_engineering

domain_humanities drawing — domain_humanities

domain_mathematics_and_computing drawing — domain_mathematics_and_computing

domain_medicine_and_health drawing — domain_medicine_and_health

domain_natural_sciences drawing — domain_natural_sciences

domain_social_sciences drawing — domain_social_sciences

field_accounting drawing — field_accounting

field_aerospace_engineering drawing — field_aerospace_engineering

field_agricultural_economics drawing — field_agricultural_economics

field_agricultural_engineering drawing — field_agricultural_engineering

field_animal_sciences drawing — field_animal_sciences

field_anthropology drawing — field_anthropology

field_architecture drawing — field_architecture

field_art_history_and_criticism drawing — field_art_history_and_criticism

field_asian_languages drawing — field_asian_languages

field_asian_studies drawing — field_asian_studies

field_astronomy drawing — field_astronomy

field_atmospheric_sciences_and_meteorology drawing — field_atmospheric_sciences_and_meteorology

field_biochemistry drawing — field_biochemistry

field_biological_sciences drawing — field_biological_sciences

field_biomedical_engineering drawing — field_biomedical_engineering

field_biophysics drawing — field_biophysics

field_biostatistics drawing — field_biostatistics

field_business_administration drawing — field_business_administration

field_cell_biology drawing — field_cell_biology

field_chemical_engineering drawing — field_chemical_engineering

field_chemistry drawing — field_chemistry

field_civil_engineering drawing — field_civil_engineering

field_classics_and_classical_languages drawing — field_classics_and_classical_languages

field_communication_disorders_and_sciences drawing — field_communication_disorders_and_sciences

field_comparative_literature drawing — field_comparative_literature

field_computer_engineering drawing — field_computer_engineering

field_computer_science drawing — field_computer_science

field_counselor_education drawing — field_counselor_education

field_criminal_justice_and_criminology drawing — field_criminal_justice_and_criminology

field_curriculum_and_instruction drawing — field_curriculum_and_instruction

field_economics drawing — field_economics

field_education drawing — field_education

field_education_administration drawing — field_education_administration

field_educational_psychology drawing — field_educational_psychology

field_electrical_engineering drawing — field_electrical_engineering

field_english_language_and_literature drawing — field_english_language_and_literature

field_entomology drawing — field_entomology

field_environmental_engineering drawing — field_environmental_engineering

field_environmental_health_sciences drawing — field_environmental_health_sciences

field_environmental_sciences drawing — field_environmental_sciences

field_epidemiology drawing — field_epidemiology

field_evolutionary_biology drawing — field_evolutionary_biology

field_exercise_science_kinesiology_rehab_health drawing — field_exercise_science_kinesiology_rehab_health

field_food_science drawing — field_food_science

field_forestry_and_forest_resources drawing — field_forestry_and_forest_resources

field_french_language_and_literature drawing — field_french_language_and_literature

field_gender_studies drawing — field_gender_studies

field_geography drawing — field_geography

field_germanic_languages_and_literatures drawing — field_germanic_languages_and_literatures

field_health_physical_education_recreation drawing — field_health_physical_education_recreation

field_horticulture drawing — field_horticulture

field_human_development_and_family_sciences drawing — field_human_development_and_family_sciences

field_immunology drawing — field_immunology

field_industrial_engineering drawing — field_industrial_engineering

field_information_science drawing — field_information_science

field_information_technology drawing — field_information_technology

field_international_affairs drawing — field_international_affairs

field_linguistics drawing — field_linguistics

field_management drawing — field_management

field_management_information_systems drawing — field_management_information_systems

field_marine_sciences drawing — field_marine_sciences

field_marketing drawing — field_marketing

field_materials_engineering drawing — field_materials_engineering

field_mathematics drawing — field_mathematics

field_mechanical_engineering drawing — field_mechanical_engineering

field_microbiology drawing — field_microbiology

field_molecular_biology drawing — field_molecular_biology

field_natural_resources drawing — field_natural_resources

field_near_and_middle_eastern_languages_and_cultures drawing — field_near_and_middle_eastern_languages_and_cultures

field_neuroscience drawing — field_neuroscience

field_nutrition_sciences drawing — field_nutrition_sciences

field_operations_research drawing — field_operations_research

field_pathology drawing — field_pathology

field_pharmaceutical_sciences drawing — field_pharmaceutical_sciences

field_pharmacology drawing — field_pharmacology

field_philosophy drawing — field_philosophy

field_physiology drawing — field_physiology

field_plant_pathology drawing — field_plant_pathology

field_plant_sciences drawing — field_plant_sciences

field_political_science drawing — field_political_science

field_psychology drawing — field_psychology

field_public_health drawing — field_public_health

field_religious_studies drawing — field_religious_studies

field_slavic_languages_and_literatures drawing — field_slavic_languages_and_literatures

field_social_work drawing — field_social_work

field_sociology drawing — field_sociology

field_soil_science drawing — field_soil_science

field_spanish_language_and_literature drawing — field_spanish_language_and_literature

field_special_education drawing — field_special_education

field_speech_and_hearing_sciences drawing — field_speech_and_hearing_sciences

field_statistics drawing — field_statistics

field_systems_engineering drawing — field_systems_engineering

field_theatre_literature_history_and_criticism drawing — field_theatre_literature_history_and_criticism

field_theological_studies drawing — field_theological_studies

field_urban_and_regional_planning drawing — field_urban_and_regional_planning

field_veterinary_medical_sciences drawing — field_veterinary_medical_sciences

^* These are automatically generated force-directed visualizations, and can be quite meaningless for networks both big and small. They should not be taken seriously as sources of scientific insight. See here for a discussion.