The graph represents a network of 6,182 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 Friday, 12 November 2021 at 18:08 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 46-minute period from Thursday, 04 November 2021 at 02:43 UTC to Friday, 12 November 2021 at 17:29 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 : 6182
Unique Edges : 9975
Edges With Duplicates : 3959
Total Edges : 13934
Number of Edge Types : 5
Retweet : 5067
MentionsInRetweet : 4851
Tweet : 1847
Mentions : 2060
Replies to : 109
Self-Loops : 1935
Reciprocated Vertex Pair Ratio : 0.0317758963102331
Reciprocated Edge Ratio : 0.0615945699523858
Connected Components : 1064
Single-Vertex Connected Components : 598
Maximum Vertices in a Connected Component : 3749
Maximum Edges in a Connected Component : 10537
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.25803
Graph Density : 0.000258329145614887
Modularity : 0.612967
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,182 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 Friday, 12 November 2021 at 18:08 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 46-minute period from Thursday, 04 November 2021 at 02:43 UTC to Friday, 12 November 2021 at 17:29 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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2814] #academictwitter,#academicchatter [890] phd,#academictwitter [886] miniaturised,laminated [886] laminated,doctorate [886] doctorate,certificate [886] certificate,fits [886] fits,purse [886] purse,amuses [886] amuses,end [886] end,haven't Top Word Pairs in Tweet in G1:
[595] #academictwitter,#academicchatter [197] #academicchatter,openacademics [164] #academicchatter,phdvoice [158] #phdchat,#academicchatter [155] openacademics,phdvoice [142] phd_genie,phdvoice [137] #phdlife,#phdchat [130] #phd,#phdlife [130] #academicchatter,#phdchat [129] openacademics,#academicchatter Top Word Pairs in Tweet in G2:
[855] #academictwitter,#academicchatter [852] miniaturised,laminated [852] laminated,doctorate [852] doctorate,certificate [852] certificate,fits [852] fits,purse [852] purse,amuses [852] amuses,end [852] end,haven't [852] haven't,accidentally Top Word Pairs in Tweet in G3:
[201] #academictwitter,#academicchatter [69] #academicchatter,#academictwitter [28] #phdchat,#academicchatter [25] #phdlife,#academicchatter [25] #academicchatter,#phdlife [23] #studytwt,#studytwtph [23] #studytwtph,#studywithme [23] #studywithme,#studyplus [23] #studyplus,#studymotivation [23] #studymotivation,#commissionsopen Top Word Pairs in Tweet in G4:
[47] #academictwitter,#academicchatter [37] #academicchatter,#academicmentalhealth [32] #5amwritersclub,#academicchatter [32] #academicmentalhealth,#womenwhocode [32] #womenwhocode,#womenintech [32] #womenintech,#womeninstem [32] #womeninstem,#womeninsteam [32] #womeninsteam,#blackgirlcode [32] #blackgirlcode,#womenbusinessowner [32] #womenbusinessowner,#autism Top Word Pairs in Tweet in G5:
[46] many,times [46] times,haven't [46] haven't,observed [46] observed,mean [46] mean,bullying [46] bullying,harassment [46] harassment,racism [46] racism,ableism [46] ableism,etc [46] etc,happen Top Word Pairs in Tweet in G6:
[126] #academictwitter,#academicchatter [96] #phd,#phdlife [96] #phdlife,#phdmemes [96] #phdmemes,#phdchat [96] #phdchat,#phdforum [96] #phdforum,#academictwitter [96] #academicchatter,#academia [94] #academia,#research [78] #research,#researcher [24] #researcher,#scihub Top Word Pairs in Tweet in G7:
[130] quality,work [126] #academictwitter,#academicchatter [81] #100daysofcode,#academicchatter [72] #academicchatter,#academictwitter [71] hmu,quality [68] work,essays [68] essays,final [68] final,exams [68] exams,biology [68] biology,chemistry Top Word Pairs in Tweet in G8:
[56] academic,returning [56] returning,person [56] person,conferences [56] conferences,power [56] power,refuse [56] refuse,know [56] know,disabled [56] disabled,colleagues [56] colleagues,taking [56] taking,notes Top Word Pairs in Tweet in G9:
[47] #academicchatter,#academictwitter [30] #academictwitter,#academicchatter [20] today,#researchtip [17] #academictwitter,#gradschool [15] #gradschool,#highered [12] women,submitted [12] submitted,fewer [12] fewer,articles [12] articles,reviewed [12] reviewed,more Top Word Pairs in Tweet in G10:
[108] #academicchatter,#academictwitter [99] #altac,#academicchatter [99] #academictwitter,#phdchat [97] #phdchat,#adjunct [97] #adjunct,#postdoc [97] #postdoc,#hiring [95] job,alert [29] #academictwitter,#academicchatter [18] ca,#altac [13] washington,dc Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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:
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Top Tweeters in G9:
Top Tweeters in G10: