The graph represents a network of 11,974 Twitter users whose recent tweets contained "#phdchat", 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, 03 August 2019 at 00:52 UTC.
The tweets in the network were tweeted over the 9-day, 10-hour, 25-minute period from Wednesday, 24 July 2019 at 13:23 UTC to Friday, 02 August 2019 at 23:48 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 : 11974
Unique Edges : 17357
Edges With Duplicates : 5073
Total Edges : 22430
Self-Loops : 3505
Reciprocated Vertex Pair Ratio : 0.0254185877214268
Reciprocated Edge Ratio : 0.049576998166006
Connected Components : 1372
Single-Vertex Connected Components : 832
Maximum Vertices in a Connected Component : 9275
Maximum Edges in a Connected Component : 19035
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.257904
Graph Density : 0.000117902103964196
Modularity : 0.661743
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2606] #academicchatter,#phdchat [1385] #phdchat,#phdlife [1351] phd,students [1217] phd,student [1191] #phdchat,#ecrchat [1066] #phdlife,#phdchat [978] #phdchat,#phdadvice [948] #phdadvice,#phdforum [879] take,break [866] dear,phd Top Word Pairs in Tweet in G1:
[459] #academicchatter,#phdchat [459] #phdlife,#phdchat [399] #academictwitter,#phdchat [380] #phdchat,#phdlife [345] #phdchat,#academictwitter [281] #phdchat,#academicchatter [263] #phdchat,phd_balance [240] good,science [233] successful,research [232] pi,care Top Word Pairs in Tweet in G2:
[1609] #academicchatter,#phdchat [691] phd,student [688] phd,students [686] dear,phd [686] students,wait [686] wait,extreme [686] extreme,circumstances [686] circumstances,take [686] take,break [686] break,weekend Top Word Pairs in Tweet in G3:
[155] #phdchat,#phdlife [89] #phdlife,#phdchat [56] #phdchat,#academictwitter [42] #academictwitter,#phdchat [30] #phd,#phdchat [23] #phdchat,#academicchatter [20] #phdchat,#ecrchat [16] #academicchatter,#phdchat [13] #phdlife,#academictwitter [13] very,very Top Word Pairs in Tweet in G4:
[551] #phdchat,#ecrchat [530] #ecrchat,#postdoc [275] research,supervisor [260] phd,postdoc [192] #phdforum,#ecrchat [189] #phdchat,#phdforum [138] phd,students [133] #postdoc,#phdforum [130] thinking,doing [130] doing,phd Top Word Pairs in Tweet in G5:
[651] #phdchat,#phdadvice [651] #ecrchat,#acwri [650] #phdlife,#ecrchat [649] #phdforum,#phdlife [648] #phdadvice,#phdforum [137] journal,article [113] article,publication [110] write,journal [107] step,guide [106] publication,7 Top Word Pairs in Tweet in G6:
[355] #phdchat,1 [355] 1,s [355] s,talk [355] talk,fact [355] fact,reimbursement [355] reimbursement,culture [355] culture,aka [355] aka,paying [355] paying,waiting [355] waiting,money Top Word Pairs in Tweet in G7:
[172] phd,research [159] participants,phd [148] hi,still [148] still,looking [148] looking,more [148] more,participants [148] research,focusing [148] focusing,non [148] non,binary [148] binary,genders Top Word Pairs in Tweet in G8:
[150] phd,student [144] phd,research [144] research,one [142] unpublishable,phd [142] research,accepted [142] accepted,publication [142] publication,early [142] early,stage [142] stage,phd [142] student,questioning Top Word Pairs in Tweet in G9:
[190] publication,data [190] data,#free [190] #free,online [190] online,platform [190] platform,academic [190] academic,scientists [190] #openaccess,#openscience [188] #new,antibody [188] antibody,search [188] search,engine Top Word Pairs in Tweet in G10:
[91] lot,people [91] people,starting [91] starting,phds [91] phds,soon [91] soon,concrete [91] concrete,piece [91] piece,advice [91] advice,choose [91] choose,citation [91] citation,manager Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: