The graph represents a network of 9,443 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 Monday, 11 January 2021 at 22:51 UTC.
The tweets in the network were tweeted over the 7-day, 10-hour, 23-minute period from Monday, 04 January 2021 at 12:06 UTC to Monday, 11 January 2021 at 22:30 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 : 9443
Unique Edges : 15808
Edges With Duplicates : 4352
Total Edges : 20160
Number of Edge Types : 5
Tweet : 2839
Replies to : 205
Retweet : 8561
MentionsInRetweet : 6052
Mentions : 2503
Self-Loops : 2932
Reciprocated Vertex Pair Ratio : 0.0279035200324302
Reciprocated Edge Ratio : 0.054292099382148
Connected Components : 1352
Single-Vertex Connected Components : 880
Maximum Vertices in a Connected Component : 6847
Maximum Edges in a Connected Component : 16964
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.055455
Graph Density : 0.00017063551444342
Modularity : 0.62826
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 9,443 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 Monday, 11 January 2021 at 22:51 UTC.
The tweets in the network were tweeted over the 7-day, 10-hour, 23-minute period from Monday, 04 January 2021 at 12:06 UTC to Monday, 11 January 2021 at 22:30 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:
[2773] #academictwitter,#academicchatter [1784] #academicchatter,#academictwitter [1057] #academicchatter,#phdchat [817] #phdchat,#academicchatter [601] #phdlife,#academicchatter [583] #academicchatter,#phdlife [491] #academictwitter,#phdchat [471] #phdlife,#phdchat [414] #phdchat,#academictwitter [393] #phdchat,#phdlife Top Word Pairs in Tweet in G1:
[264] #phdchat,#academicchatter [259] #academicchatter,#academictwitter [257] #academicchatter,#phdchat [226] openacademics,#academicchatter [216] #academictwitter,#academicchatter [196] #phdlife,#phdchat [192] #academicchatter,#academiclife [189] #phd,#phdlife [188] #academicchatter,#womeninstem [187] interested,phd Top Word Pairs in Tweet in G2:
[597] #academictwitter,#academicchatter [460] #academicchatter,#academictwitter [255] #academicchatter,#phdchat [220] #phdchat,#academicchatter [142] #phdchat,#phdlife [134] #academictwitter,#phdchat [126] #phdlife,#phdchat [116] #academicchatter,#phdlife [97] phd,students [91] openacademics,phdvoice Top Word Pairs in Tweet in G3:
[440] #academictwitter,#academicchatter [308] #academicchatter,#academictwitter [117] #academicchatter,#phdlife [105] #academicchatter,#phdchat [83] #phdlife,#phdchat [70] #phdchat,#academicchatter [65] #academicchatter,academicchatter [58] academicchatter,#academicchatter [39] #academictwitter,#phdchat [35] re,interested Top Word Pairs in Tweet in G4:
[196] #academictwitter,#academicchatter [136] #academicchatter,#academictwitter [51] #academicchatter,#phdchat [45] #phdlife,#academicchatter [37] #phdchat,#academicchatter [26] #phdchat,#phdlife [20] #academicchatter,#phdlife [14] back,work [12] #academictwitter,#phdchat [10] #academicchatter,#sciencetwitter Top Word Pairs in Tweet in G5:
[109] #academicchatter,#phdchat [86] #academicchatter,#academicmentalhealth [64] #academictwitter,#academicchatter [63] early,career [61] year,finally [61] finally,rid [61] rid,young [61] young,researcher [61] researcher,awards [61] awards,committees Top Word Pairs in Tweet in G6:
[309] #phdlife,#academicchatter [308] trying,finish [308] finish,manuscript [308] manuscript,attempted [308] attempted,coup [308] coup,dc [308] dc,#phdlife [12] those,wondering [12] wondering,need [12] need,decolonize Top Word Pairs in Tweet in G7:
[105] #academicchatter,#phdlife [102] phd,student [101] one,day [101] day,students [101] students,going [101] going,complain [101] complain,distracting [101] distracting,world [101] world,gonna [101] gonna,tell Top Word Pairs in Tweet in G8:
[160] #academictwitter,#academicchatter [154] today,made [154] made,something [154] something,pretty [154] pretty,doctorate [154] doctorate,one [154] one,overview [154] overview,barriers [154] barriers,enablers [154] enablers,mental Top Word Pairs in Tweet in G9:
[95] albus,dumbledore [95] dumbledore,before [95] before,phd [95] phd,#academicchatter [95] #academicchatter,phdvoice [95] phdvoice,#phdchat [95] #phdchat,academiaobscura [95] academiaobscura,#academictwitter [95] #academictwitter,academicssay [18] #academictwitter,#academicchatter Top Word Pairs in Tweet in G10:
[100] tenured,faculty [100] faculty,help [100] help,set [100] set,tone [100] tone,retweet [100] retweet,review [100] review,tenure [100] tenure,application [100] application,file [100] file,different Top Replied-To in Entire Graph:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: