The graph represents a network of 1,363 Twitter users whose recent tweets contained "STEM diversity", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 27 June 2022 at 16:06 UTC.
The tweets in the network were tweeted over the 9-day, 15-hour, 27-minute period from Saturday, 18 June 2022 at 00:32 UTC to Monday, 27 June 2022 at 16:00 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 1382
Unique Edges : 1968
Edges With Duplicates : 1086
Total Edges : 3054
Number of Edge Types : 5
Mentions : 600
Retweet : 1047
MentionsInRetweet : 1041
Tweet : 274
Replies to : 92
Self-Loops : 284
Reciprocated Vertex Pair Ratio : 0.0372829417773238
Reciprocated Edge Ratio : 0.0718857705563762
Connected Components : 232
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 615
Maximum Edges in a Connected Component : 1799
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.4313
Graph Density : 0.00106416311508995
Modularity : 0.619415
NodeXL Version : 1.0.1.449
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278755
Data Import : The graph represents a network of 1,363 Twitter users whose recent tweets contained "STEM diversity", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 27 June 2022 at 16:06 UTC.
The tweets in the network were tweeted over the 9-day, 15-hour, 27-minute period from Saturday, 18 June 2022 at 00:32 UTC to Monday, 27 June 2022 at 16:00 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : STEM diversity
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[321] gave,kred [321] kred,#influence [287] #ai,#ml [287] #ml,#iot [273] #diversity,#equality [254] #equality,#inclusion [224] diversity,stem [222] diversity,initiatives [220] anyone,thinks [220] thinks,roe Top Word Pairs in Tweet in G1:
[213] anyone,thinks [213] thinks,roe [213] roe,wade [213] wade,being [213] being,overturned [213] overturned,won [213] won,effect [213] effect,stem [213] stem,world [213] world,re Top Word Pairs in Tweet in G2:
[310] gave,kred [310] kred,#influence [278] #ai,#ml [278] #ml,#iot [265] #diversity,#equality [244] #equality,#inclusion [201] #womenintech,#womeninstem [167] #iot,#iotpl [137] #iot,#iiot [131] #iiot,#iotpl Top Word Pairs in Tweet in G3:
[11] diversity,stem [10] diversity,inclusion [9] women,engineering [8] women,stem [6] international,women [6] engineering,day [5] diversity,equity [5] #stem,#education [4] equity,inclusion [4] more,diversity Top Word Pairs in Tweet in G4:
[74] diversity,stem [74] stem,crucial Top Word Pairs in Tweet in G5:
[32] women,engineering [14] top,50 [14] 50,women [12] international,women [12] engineering,day [11] day,thrilled [11] thrilled,congratulate [11] congratulate,wypb [11] wypb,member [11] member,bethany Top Word Pairs in Tweet in G6:
[47] issues,racial [47] diversity,stem [45] dear,non [45] non,academics [45] academics,before [45] before,dismiss [45] dismiss,issues [45] racial,diversity [45] stem,problem [45] problem,respectfully Top Word Pairs in Tweet in G7:
[15] #inwed22,#diversity [15] #diversity,#stem [15] #stem,#burnsmacstem [13] more,#diversity [13] engineer,#inwed22 [11] gave,kred [11] kred,#influence [10] don,miss [10] miss,wonderful [10] wonderful,#summerreading Top Word Pairs in Tweet in G8:
[38] haven,seen [38] seen,nearly [38] nearly,enough [38] enough,statements [38] statements,support [38] support,calls [38] calls,action [38] action,#stem [38] #stem,crew [38] crew,today Top Word Pairs in Tweet in G9:
[9] role,mentoring [9] mentoring,promoting [9] promoting,diversity [9] diversity,equity [9] equity,inclusion [9] inclusion,stem [9] stem,education [9] education,research [9] predominately,white [9] white,institutions Top Word Pairs in Tweet in G10:
[7] bb_stem,blackettlabfam [7] blkindata,blkwomenindata [7] blkwomenindata,uos_schools [7] uos_schools,uos_engagement [7] uos_engagement,ras_diversity [7] ras_diversity,yestem_uk [7] yestem_uk,_sciencecapital [7] _sciencecapital,stemequals [7] stemequals,stemclubs [7] stemclubs,chatphysics Top Replied-To in Entire Graph:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G5:
Top Mentioned in G7:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: