dataset Digital Humanities Centers Self-Concepts

data and scripts for analysing the public self-concepts of selected digital humanities centres

topic modelling

Words in Topics: data/words_in_topics.txt
Topics in Self-Concepts: data/dhcenter-concepts-topics.csv

text mining

Top 40 words in corpus

word	pct
research	92,31
project	80,77
humanity	79,49
digital	78,21
center	67,95
university	65,38
support	62,82
work	61,54
technology	61,54
student	58,97
new	56,41
method	56,41
science	56,41
collaboration	52,56
mission	51,28
community	50,00
faculty	48,72
development	48,72
study	46,15
tool	46,15
researcher	44,87
history	44,87
social	44,87
include	43,59
cultural	43,59
scholarship	43,59
provide	42,31
innovative	42,31
develop	42,31
art	41,03
create	41,03

keywords in texts

appearance

topic	keywords	pct
collaboration	['collaborat', 'interdisciplin', 'together']	82.05
openness	['open', 'public', 'access']	66.67
experiment	['experiment', 'fail', 'explor']	41.03
diversity	['divers', 'inclusi', 'equal']	38.46
collegiality	['collegial', 'welcom', 'credit']	19.23

texts

topic	texts
collaboration	{1, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 17, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 33, 34, 35, 36, 38, 39, 40, 41, 42, 43, 44, 48, 49, 50, 52, 53, 54, 56, 57, 58, 60, 61, 62, 63, 65, 67, 68, 72, 73, 74, 75, 76, 77, 78, 79, 81, 83, 84, 85, 86, 88}
openness	{1, 6, 7, 8, 9, 10, 11, 12, 13, 14, 21, 22, 23, 24, 26, 27, 28, 29, 32, 33, 34, 35, 36, 39, 40, 41, 43, 44, 46, 48, 49, 50, 53, 60, 61, 62, 63, 64, 65, 67, 68, 70, 71, 72, 73, 75, 76, 79, 83, 84, 85, 88}
experiment	{1, 7, 8, 10, 14, 17, 19, 24, 27, 29, 31, 33, 34, 35, 37, 38, 39, 43, 44, 48, 49, 50, 54, 60, 65, 66, 67, 72, 74, 75, 78, 84}
diversity	{7, 9, 10, 13, 14, 17, 22, 23, 26, 29, 32, 33, 34, 39, 40, 41, 43, 44, 46, 47, 48, 54, 70, 71, 72, 75, 76, 78, 84, 85}
collegiality	{33, 34, 67, 39, 7, 42, 75, 76, 43, 14, 44, 49, 21, 25, 29}