The graph represents a network of 6,815 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 10,000 tweets. The network was obtained from Twitter on Friday, 28 January 2022 at 14:19 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 31-minute period from Thursday, 20 January 2022 at 08:04 UTC to Friday, 28 January 2022 at 13:36 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 : 6815
Unique Edges : 13211
Edges With Duplicates : 3886
Total Edges : 17097
Number of Edge Types : 5
Retweet : 6018
MentionsInRetweet : 6973
Mentions : 1951
Tweet : 2067
Replies to : 88
Self-Loops : 2123
Reciprocated Vertex Pair Ratio : 0.0270291630443373
Reciprocated Edge Ratio : 0.0526356290881108
Connected Components : 1206
Single-Vertex Connected Components : 748
Maximum Vertices in a Connected Component : 4237
Maximum Edges in a Connected Component : 13526
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.066376
Graph Density : 0.000279839034950485
Modularity : 0.588269
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,815 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 10,000 tweets. The network was obtained from Twitter on Friday, 28 January 2022 at 14:19 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 31-minute period from Thursday, 20 January 2022 at 08:04 UTC to Friday, 28 January 2022 at 13:36 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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1344] #phdchat,#phdlife [965] #phdlife,#phdchat [641] #phd,#phdlife [599] #academicchatter,#academictwitter [564] #phdlife,#academictwitter [553] #academictwitter,#academicchatter [508] #phdlife,#academicchatter [478] #academictwitter,#phdlife [400] #academicchatter,#phdlife [365] #phdlife,#phdvoice Top Word Pairs in Tweet in G1:
[501] #phdchat,#phdlife [386] #academicchatter,#academictwitter [362] #phdlife,#phdchat [357] academicchatter,openacademics [353] #phdlife,#academicchatter [300] thephdstory,phd_genie [299] phd_genie,#phdchat [287] #academictwitter,#womaninscience [287] #womaninscience,#academicmentalhealth [282] openacademics,firstphdchat Top Word Pairs in Tweet in G2:
[86] #phdlife,#phdchat [79] #phdchat,#phdlife [45] #phdlife,#academicchatter [41] #phd,#phdlife [32] #phdlife,#academictwitter [31] #academictwitter,#phdlife [30] #academictwitter,#academicchatter [26] #academicchatter,#phdlife [25] read,article [24] #acwri,#phdchat Top Word Pairs in Tweet in G3:
[209] #phdchat,#phdlife [113] #datascience,#100daysofcode [113] #100daysofcode,#womenwhocode [113] #womenwhocode,#bigdata [113] #python,#coding [113] #coding,#scicomm [88] #serverless,#linux [83] #genomics,#openaccess [72] #phdlife,#rstats [71] #bioinformatics,#openscience Top Word Pairs in Tweet in G4:
[155] #phdlife,#academictwitter [151] #phdvoice,#phdlife [140] #academictwitter,#phd [139] spoke,ex [139] ex,10 [139] 10,miss [139] miss,asks [139] asks,dr [139] dr,#phdposition [139] #phdposition,#phdvoice Top Word Pairs in Tweet in G5:
[90] #academictwitter,#phdlife [80] phdvoice,phd_genie [77] phd_genie,phdfriendsana [76] #phdchat,#academictwitter [75] things,examiner [75] examiner,doctoral [75] doctoral,thesis [75] thesis,phdvoice [75] phdfriendsana,yourphdpal [75] yourphdpal,academicdilemma Top Word Pairs in Tweet in G6:
[188] successfully,defended [188] defended,#phd [188] #phd,#phdlife [54] ve,finally [37] #academicchatter,#phdlife [29] #phdlife,phdvoice [27] being,official [27] official,phd [27] phd,student [27] student,spent Top Word Pairs in Tweet in G7:
[96] #phdchat,#phdlife [89] pov,lab [89] lab,meeting [89] meeting,thesis [89] thesis,proposal [89] proposal,#phdchat [39] wondered,light [39] light,sound [39] sound,recorder [39] recorder,halfway Top Word Pairs in Tweet in G8:
[161] #phdlife,#phdvoice [154] grad,student [154] student,experience [154] experience,learning [154] learning,class [154] class,simultaneously [154] simultaneously,taing [154] taing,#phdlife [16] academicchatter,#phdlife [7] funding,phds Top Word Pairs in Tweet in G9:
[183] #phd,#phdlife [178] #phdlife,#phdmemes [178] #phdmemes,#phdchat [178] #phdchat,#phdforum [178] #phdforum,#academictwitter [178] #academictwitter,#academicchatter [178] #academicchatter,#academia [174] #academia,#research [15] #research,#stress [15] #stress,#stressed Top Word Pairs in Tweet in G10:
[90] funded,phd [76] phd,position [73] #phdposition,#phdlife [53] freshwater,ecosystems [53] ecosystems,climate [53] details,linked [51] postdoc,research [51] research,opportunity [51] opportunity,freshwater [51] climate,baylor 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 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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: