The graph represents a network of 5,872 Twitter users whose recent tweets contained "#phdlife", 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 Wednesday, 27 January 2021 at 11:11 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 39-minute period from Tuesday, 19 January 2021 at 11:12 UTC to Wednesday, 27 January 2021 at 10:52 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 : 5872
Unique Edges : 9043
Edges With Duplicates : 2165
Total Edges : 11208
Number of Edge Types : 5
Tweet : 1883
MentionsInRetweet : 3280
Mentions : 1504
Retweet : 4408
Replies to : 133
Self-Loops : 1976
Reciprocated Vertex Pair Ratio : 0.0385509729531269
Reciprocated Edge Ratio : 0.0742399245816639
Connected Components : 1211
Single-Vertex Connected Components : 758
Maximum Vertices in a Connected Component : 3487
Maximum Edges in a Connected Component : 8123
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.391441
Graph Density : 0.000246152867950676
Modularity : 0.671178
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 5,872 Twitter users whose recent tweets contained "#phdlife", 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 Wednesday, 27 January 2021 at 11:11 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 39-minute period from Tuesday, 19 January 2021 at 11:12 UTC to Wednesday, 27 January 2021 at 10:52 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 : #phdlife
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:
[1137] #phdchat,#phdlife [613] #phdlife,#phdchat [547] #phdforum,#phdlife [539] #phdlife,#ecrchat [538] #phdchat,#phdadvice [525] #phdadvice,#phdforum [521] #ecrchat,#acwri [473] conceptual,frameworks [472] #academictwitter,#phdlife [457] good,place Top Word Pairs in Tweet in G1:
[484] #phdchat,#phdlife [218] #phdlife,#phdchat [211] openacademics,phdvoice [189] #academictwitter,#phdlife [141] #academicchatter,#phdlife [127] #academicchatter,#phdchat [122] #academicchatter,#academictwitter [110] #academictwitter,#academicchatter [110] cold,called [103] #phdchat,#academictwitter Top Word Pairs in Tweet in G2:
[109] #phdchat,#phdlife [75] #phdlife,#phdchat [52] #academicchatter,#phdlife [45] #phd,#phdlife [35] #phdlife,#academictwitter [33] #phdlife,#academicchatter [32] #academictwitter,#phdlife [27] #academicchatter,#phdchat [27] #academictwitter,#academicchatter [21] #academicchatter,#academictwitter Top Word Pairs in Tweet in G3:
[487] #phdchat,#phdadvice [487] #phdadvice,#phdforum [487] #phdforum,#phdlife [487] #phdlife,#ecrchat [487] #ecrchat,#acwri [444] conceptual,frameworks [428] confused,use [428] use,theory [428] theory,theoretical [428] theoretical,conceptual Top Word Pairs in Tweet in G4:
[153] #phdlife,#academicchatter [140] spoke,people [140] people,today [140] today,different [140] different,conversations [140] conversations,one [140] one,common [140] common,thread [140] thread,toxic [140] toxic,productivity Top Word Pairs in Tweet in G5:
[34] #scicomm,#phdlife [20] #phdlife,#phd [14] hey,check [14] check,dance [14] dance,phd [14] phd,2020 [14] 2020,contest [14] contest,submission [14] submission,#scicomm [14] #phd,#molecularclusters Top Word Pairs in Tweet in G6:
[52] #academictwitter,#academicchatter [43] #academicchatter,#phdvoice [38] #phd,student [38] #phdvoice,#phdlife [33] scientific,breakthrough [33] breakthrough,sesamestreet [33] sesamestreet,#research [33] #research,#phd [33] student,uncovers [33] uncovers,natural Top Word Pairs in Tweet in G7:
[29] #phdlife,#womeninstem [21] #phdchat,#phdlife [18] #womeninstem,#phdlife [11] #phdlife,#phdchat [10] #phd,#phdlife [10] #womeninscience,#womeninstem [9] congratulations,dr [8] raffa8s,izwberlin [8] take,over [8] phd,work Top Word Pairs in Tweet in G8:
[114] #phdlife,#phdchat [96] #phdchat,#academicchatter [90] read,podomoro [90] podomoro,technique [90] technique,studying [90] studying,seems [90] seems,interesting [90] interesting,try [90] try,#phdlife [17] first,phd Top Word Pairs in Tweet in G9:
[78] #phdchat,#phdlife [76] those,doing [76] doing,phds [76] phds,case [76] case,need [76] need,reminder [76] reminder,proven [76] proven,think [76] think,creatively [76] creatively,learn Top Word Pairs in Tweet in G10:
[42] #phdlife,#academicchatter [34] #phdchat,#phdlife [29] #academictwitter,#academicchatter [28] #academicchatter,#phdlife [25] #phdlife,#academictwitter [19] season,2daves1doc [13] #phdchat,#academictwitter [12] #academicchatter,#academictwitter [12] academicchatter,#phdchat [11] live,season Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
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 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: