The graph represents a network of 12,549 Twitter users whose recent tweets contained "#AcademicChatter", 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 Saturday, 27 February 2021 at 04:54 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 12-minute period from Friday, 19 February 2021 at 04:10 UTC to Saturday, 27 February 2021 at 04:22 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 : 12549
Unique Edges : 20899
Edges With Duplicates : 5268
Total Edges : 26167
Number of Edge Types : 5
Retweet : 11114
Tweet : 3757
MentionsInRetweet : 7664
Mentions : 3262
Replies to : 370
Self-Loops : 3862
Reciprocated Vertex Pair Ratio : 0.0286963229622011
Reciprocated Edge Ratio : 0.0557916312553117
Connected Components : 1880
Single-Vertex Connected Components : 1226
Maximum Vertices in a Connected Component : 9078
Maximum Edges in a Connected Component : 21642
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.177719
Graph Density : 0.000127031523199857
Modularity : 0.652244
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 12,549 Twitter users whose recent tweets contained "#AcademicChatter", 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 Saturday, 27 February 2021 at 04:54 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 12-minute period from Friday, 19 February 2021 at 04:10 UTC to Saturday, 27 February 2021 at 04:22 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 : #AcademicChatter
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3693] #academictwitter,#academicchatter [2583] #academicchatter,#phdchat [2068] #academicchatter,#academictwitter [1627] mental,health [1093] let's,talk [960] #phdchat,#academictwitter [851] #phdchat,#phdlife [850] talk,#academicchatter [841] #academictwitter,openacademics [790] phd,postdoc Top Word Pairs in Tweet in G1:
[1253] mental,health [1130] #academicchatter,#phdchat [956] let's,talk [754] #phdchat,#academictwitter [740] #academictwitter,openacademics [690] phd,postdoc [686] talk,#academicchatter [684] full,#academicmentalhealth [684] #academicmentalhealth,poster [684] poster,series Top Word Pairs in Tweet in G2:
[913] #academictwitter,#academicchatter [630] #academicchatter,#academictwitter [483] #academicchatter,#phdchat [278] #phdchat,#phdlife [263] #academicchatter,academicchatter [186] academicchatter,#academicchatter [168] #academicchatter,#academicmentalhealth [164] #phdchat,#academicchatter [128] #phdlife,#academicchatter [111] mental,health Top Word Pairs in Tweet in G3:
[282] #academictwitter,#academicchatter [192] #academicchatter,#academictwitter [65] #academicchatter,#phdchat [58] #phdchat,#academicchatter [42] #phdlife,#academicchatter [31] #phdchat,#phdlife [28] #academicchatter,#phdlife [17] #phd,#phdchat [15] #phdchat,#academictwitter [15] mental,health Top Word Pairs in Tweet in G4:
[177] #academicchatter,#academictwitter [168] #academictwitter,#academicchatter [86] #academicchatter,#phdchat [72] #womeninstem,#academicchatter [69] #phdlife,#academicchatter [56] mental,health [55] #academicchatter,#phdlife [48] #academictwitter,#phdlife [45] understanding,pi [45] pi,make Top Word Pairs in Tweet in G5:
[264] #academicchatter,#academictwitter [262] phd,student [261] accepted,top [261] top,choice [261] choice,phd [261] phd,program [261] program,morning [261] morning,20 [261] 20,year [261] year,old Top Word Pairs in Tweet in G6:
[211] cw,sexual [211] sexual,violence [211] violence,please [211] please,amplify [211] amplify,#academicchatter [211] #academicchatter,alwaystheself [211] alwaystheself,professorisin [211] professorisin,readealexandra [211] readealexandra,jacasiegel [210] #metoo,#metoophd Top Word Pairs in Tweet in G7:
[260] #academictwitter,#academicchatter [160] feel,soul [160] soul,tho [160] tho,#academictwitter [138] #academicchatter,#phdvoice [138] #phdvoice,#goals [137] #goals,#quotes [87] #academicchatter,#academia [81] #academia,#research [74] #phdchat,#phdlife Top Word Pairs in Tweet in G8:
[162] #phdchat,#phdlife [150] graduate,school [150] #academicchatter,#phd [149] redemption,stories [148] rejected,phd [148] phd,graduate [148] school,programs [148] programs,applied [148] applied,cycle [148] cycle,without Top Word Pairs in Tweet in G9:
[74] #academictwitter,#academicchatter [33] #academicchatter,#phdchat [27] dm,#academicchatter [25] grad,student [25] student,postdoc [25] postdoc,received [25] received,fellowship [25] fellowship,nsf [25] nsf,grfp [25] grfp,ford Top Word Pairs in Tweet in G10:
[111] #academicchatter,#phdchat [107] straight,phd [104] phd,industry [82] #academictwitter,#academicchatter [52] yesterday,asked [52] asked,whether [52] whether,interest [52] interest,blog [52] blog,going [52] going,straight Top Replied-To in Entire Graph:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G5:
Top Mentioned in G6:
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Top Mentioned in G9:
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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:
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Top Tweeters in G10: