The graph represents a network of 8,668 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 Monday, 27 January 2020 at 07:56 UTC.
The tweets in the network were tweeted over the 7-day, 22-hour, 44-minute period from Sunday, 19 January 2020 at 08:40 UTC to Monday, 27 January 2020 at 07:24 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 : 8668
Unique Edges : 11235
Edges With Duplicates : 2560
Total Edges : 13795
Number of Edge Types : 5
Retweet : 3720
Tweet : 2070
Mentions : 1842
MentionsInRetweet : 5998
Replies to : 165
Self-Loops : 2111
Reciprocated Vertex Pair Ratio : 0.0072463768115942
Reciprocated Edge Ratio : 0.0143884892086331
Connected Components : 1167
Single-Vertex Connected Components : 664
Maximum Vertices in a Connected Component : 6097
Maximum Edges in a Connected Component : 10636
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.384873
Graph Density : 0.000142468163563408
Modularity : 0.736037
NodeXL Version : 1.0.1.423
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220310
Data Import : The graph represents a network of 8,668 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 Monday, 27 January 2020 at 07:56 UTC.
The tweets in the network were tweeted over the 7-day, 22-hour, 44-minute period from Sunday, 19 January 2020 at 08:40 UTC to Monday, 27 January 2020 at 07:24 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 : #phdchat
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:
[1262] #phdchat,#phdlife [1155] academicchatter,#phdchat [907] phd,students [837] mental,health [778] #academicchatter,#phdchat [776] students,develop [773] people,working [773] emergency,services [772] over,30 [772] 30,phd Top Word Pairs in Tweet in G1:
[976] academicchatter,#phdchat [720] mental,health [720] phd,students [710] over,30 [710] 30,phd [710] students,develop [710] develop,psychiatric [710] psychiatric,condition [710] condition,higher [710] higher,rate Top Word Pairs in Tweet in G2:
[92] #phdchat,#phdlife [85] #phdlife,#phdchat [79] #academicchatter,#phdchat [70] #phdchat,#academicchatter [47] #academictwitter,#phdchat [39] #phdchat,#academictwitter [25] #academicchatter,#academictwitter [19] #phd,#phdchat [19] #academictwitter,#academicchatter [18] #phdchat,#phd Top Word Pairs in Tweet in G3:
[143] #academictwitter,#phdchat [99] #phdchat,#phdlife [91] openacademics,#phdchat [80] #academicchatter,#phdchat [76] #epitwitter,#somedocs [76] academicchatter,#phdchat [75] #strongertogether,#ff [73] #phdchat,#stem [72] #stem,#strongertogether [72] #ff,#community Top Word Pairs in Tweet in G4:
[398] #phdchat,#phdlife [386] #phdlife,#rstats [384] learned,rstudio [384] rstudio,press [384] press,alt [384] alt,keep [384] keep,pressed [384] pressed,possible [384] possible,select [384] select,code Top Word Pairs in Tweet in G5:
[342] outcome,phd [342] phd,more [342] more,book [342] book,full [342] full,experiments [342] experiments,grad [342] grad,experience [342] experience,equip [342] equip,leader [342] leader,communicator Top Word Pairs in Tweet in G6:
[468] #ecrchat,#acwri [467] #phdforum,#phdlife [466] #phdchat,#phdadvice [466] #phdlife,#ecrchat [460] #phdadvice,#phdforum [175] guide,help [108] journal,article [104] write,coherent [104] coherent,concise [104] concise,well Top Word Pairs in Tweet in G7:
[277] one,dangerous [277] dangerous,things [277] things,many [277] many,ph [277] ph,students [277] students,believe [277] believe,science [277] science,pure [277] pure,less [277] less,biased Top Word Pairs in Tweet in G8:
[161] #ecrchat,#postdoc [127] research,supervisor [123] #phdchat,#ecrchat [116] phd,postdoc [115] #phdchat,#phdforum [76] 15,minutes [76] minutes,present [76] present,research [76] research,lots [76] lots,things Top Word Pairs in Tweet in G9:
[175] #academicchatter,#phdchat [98] thing,working [98] working,academia [98] academia,flexibility [71] pis,phds [71] phds,twitter [71] twitter,much [71] much,time [71] time,expect [71] expect,grad Top Word Pairs in Tweet in G10:
[160] #womeninstem,#phdchat [159] things,pumping [159] pumping,ate [159] ate,lunch [159] lunch,wrote [159] wrote,thesis [159] thesis,proposal [159] proposal,wrote [159] wrote,first [159] first,manuscript Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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Top Replied-To in G5:
Top Replied-To in G6:
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:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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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: