The graph represents a network of 9,338 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 Tuesday, 04 August 2020 at 05:35 UTC.
The tweets in the network were tweeted over the 9-day, 5-hour, 2-minute period from Sunday, 26 July 2020 at 00:02 UTC to Tuesday, 04 August 2020 at 05:04 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 : 9338
Unique Edges : 16132
Edges With Duplicates : 6026
Total Edges : 22158
Number of Edge Types : 5
Retweet : 9895
Tweet : 2506
MentionsInRetweet : 7369
Mentions : 2214
Replies to : 174
Self-Loops : 2591
Reciprocated Vertex Pair Ratio : 0.0310497168813391
Reciprocated Edge Ratio : 0.0602293301146651
Connected Components : 888
Single-Vertex Connected Components : 499
Maximum Vertices in a Connected Component : 7423
Maximum Edges in a Connected Component : 19421
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 3.967284
Graph Density : 0.000190047114480367
Modularity : 0.601824
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 9,338 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 Tuesday, 04 August 2020 at 05:35 UTC.
The tweets in the network were tweeted over the 9-day, 5-hour, 2-minute period from Sunday, 26 July 2020 at 00:02 UTC to Tuesday, 04 August 2020 at 05:04 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2217] #academictwitter,#phdchat [2096] #phdchat,#phdadvice [1935] #ecrchat,#acwri [1930] #phdforum,#phdlife [1927] #phdadvice,#phdforum [1926] #phdlife,#ecrchat [1459] #phdchat,#phdlife [1264] #academicchatter,#phdchat [1119] mitcommlab,#phdchat [845] criteria,success Top Word Pairs in Tweet in G1:
[383] #phdchat,#phdlife [382] #academictwitter,#phdchat [288] #phdlife,#phdchat [245] phd,students [244] #academicchatter,#phdchat [244] #phdchat,#academicchatter [220] #academictwitter,#academicchatter [194] #phdchat,#acwri [162] thread,phd [160] covid,19 Top Word Pairs in Tweet in G2:
[412] #academicchatter,#phdchat [370] academicchatter,#phdchat [330] academicchatter,#academicchatter [247] #academictwitter,#academicchatter [236] #academictwitter,#phdchat [208] schools,ask [208] ask,final [208] final,year [208] year,phds [208] phds,bit Top Word Pairs in Tweet in G3:
[979] #academictwitter,#phdchat [214] screen,readers [214] readers,parse [214] parse,please [171] guilty,using [169] openacademics,#phdchat [113] free,food [111] please,share [110] hear,someone [110] someone,mention Top Word Pairs in Tweet in G4:
[1808] #phdchat,#phdadvice [1797] #ecrchat,#acwri [1779] #phdadvice,#phdforum [1773] #phdforum,#phdlife [1773] #phdlife,#ecrchat [1003] mitcommlab,#phdchat [762] criteria,success [760] section,criteria [760] success,mitcommlab [564] write,strong Top Word Pairs in Tweet in G5:
[74] #phdchat,#phdlife [59] #phdlife,#phdchat [53] #academictwitter,#phdchat [53] #academicchatter,#phdchat [45] #phdchat,#academicchatter [42] #phdchat,#academictwitter [38] #phdchat,#phdforum [38] #acwri,#phdchat [34] #academictwitter,#academicchatter [28] read,article Top Word Pairs in Tweet in G6:
[118] #phdchat,#phdlife [61] #phdlife,#academicchatter [56] #academicchatter,#womeninstem [54] #academictwitter,#phdchat [46] phd,students [45] #womeninstem,#phddone [41] #academicchatter,#phdchat [40] #phdchat,#womeninstem [39] announcement,sunday [39] sunday,continuing Top Word Pairs in Tweet in G7:
[149] #phdchat,#phdlife [138] #fossilfriday,#phdchat [135] forbes,debut [135] debut,#scicomm [135] #scicomm,#blackafinstem [135] #blackafinstem,#scientist [135] #scientist,#blackinnature [135] #blackinnature,#fossilfriday [135] #phdlife,#botany2020 [135] #botany2020,#blackbotanicallegacy Top Word Pairs in Tweet in G8:
[177] #academictwitter,#phdchat [173] systemic,issues [173] issues,#academia [166] calling,systemic [104] #phdchat,#phdlife [83] #academia,mean [83] mean,support [83] support,pursuit [83] pursuit,research [83] research,calling Top Word Pairs in Tweet in G9:
[47] #academicchatter,#academictwitter [42] realizing,need [42] need,fellow [42] fellow,#postdoc [42] #postdoc,friends [42] friends,postdoc [42] postdoc,friends [42] friends,pls [42] pls,need [42] need,folks Top Word Pairs in Tweet in G10:
[46] #phdchat,#phdlife [35] #phdchat,#academictwitter [34] grad,students [32] calling,grad [32] students,cats [32] cats,think [32] think,going [32] going,cat [32] cat,know [32] know,much Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: