The graph represents a network of 9,246 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 Wednesday, 23 February 2022 at 12:23 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 3-minute period from Tuesday, 15 February 2022 at 02:30 UTC to Wednesday, 23 February 2022 at 11:33 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 : 9246
Unique Edges : 17127
Edges With Duplicates : 9661
Total Edges : 26788
Number of Edge Types : 5
Retweet : 9629
Tweet : 1765
MentionsInRetweet : 11006
Mentions : 4044
Replies to : 344
Self-Loops : 1866
Reciprocated Vertex Pair Ratio : 0.019459822177487
Reciprocated Edge Ratio : 0.038176731940102
Connected Components : 599
Single-Vertex Connected Components : 359
Maximum Vertices in a Connected Component : 8092
Maximum Edges in a Connected Component : 25410
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.012409
Graph Density : 0.000213279781167995
Modularity : 0.547527
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,246 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 Wednesday, 23 February 2022 at 12:23 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 3-minute period from Tuesday, 15 February 2022 at 02:30 UTC to Wednesday, 23 February 2022 at 11:33 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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2169] #academicchatter,#phdchat [1940] #academictwitter,#academicchatter [1677] #phdchat,#phdlife [1575] #phdlife,#phdchat [1300] colleagues,academia [1300] academia,researchers [1300] researchers,watching [1300] watching,#academictwitter [1268] #academictwitter,#phdchat [698] #academicchatter,#academictwitter Top Word Pairs in Tweet in G1:
[977] #phdlife,#phdchat [927] #phdchat,#phdlife [506] #academicchatter,#academictwitter [461] #academictwitter,#academicchatter [426] openacademics,phd_genie [398] #phdlife,#academicchatter [395] #academictwitter,#phdchat [359] #academictwitter,#academicmentalhealth [352] #academicmentalhealth,#phdvoice [347] #phdvoice,#phscribble Top Word Pairs in Tweet in G2:
[1258] #academictwitter,#academicchatter [1257] colleagues,academia [1257] academia,researchers [1257] researchers,watching [1257] watching,#academictwitter [1257] #academicchatter,#phdchat [10] #phdlife,#phdchat [7] good,scientific [7] scientific,presentation [7] presentation,#academictwitter Top Word Pairs in Tweet in G3:
[304] #python,#coding [267] #100daysofcode,#womenwhocode [263] #scicomm,#phdchat [252] #linux,#python [245] #phdchat,#phdlife [221] integrating,molecular [221] molecular,biology [221] biology,bioinformatics [221] bioinformatics,education [221] education,#bioinformatics Top Word Pairs in Tweet in G4:
[301] #ecrchat,#postdoc [249] #phdchat,#phdforum [202] thing,write [202] write,down [201] #phdforum,#ecrchat [163] #postdoc,#academicchatter [147] learning,research [147] research,ask [147] lots,questions [145] start,#phd Top Word Pairs in Tweet in G5:
[55] #phdlife,#phdchat [41] #phdchat,#phdlife [40] #academictwitter,#phdchat [38] #phdchat,#academictwitter [32] #academicchatter,#phdchat [25] #academictwitter,#academicchatter [21] #phdchat,#academicchatter [15] #phdchat,#phd [10] #phd,#phdchat [9] #phd,#phdlife Top Word Pairs in Tweet in G6:
[245] #phdchat,#phdvoice [242] #academicchatter,#phdchat [242] #phdvoice,credit [242] credit,sistercody [238] phd,compare [238] compare,journey [238] journey,#academicchatter [98] chapter,chapter [62] #phdchat,#phdlife [49] wordle,dissertation Top Word Pairs in Tweet in G7:
[291] #academictwitter,#phdchat [290] submitting,work [290] work,nature [290] nature,#academictwitter [290] #phdchat,#lornegenome [290] #lornegenome,genomeconf [29] #phdlife,#phdchat [27] installed,rstudio [27] rstudio,scared [27] scared,rabbit Top Word Pairs in Tweet in G8:
[271] #ecrchat,#acwri [266] #phdchat,#phdadvice [264] #phdadvice,#phdforum [259] gt,gt [250] gt,#phdchat [227] #phdforum,#phdlife [227] #phdlife,#ecrchat [186] journal,article [175] section,journal [93] write,introduction Top Word Pairs in Tweet in G9:
[203] phd,answering [203] answering,difficult [203] difficult,questions [203] questions,like [203] like,phd [203] phd,eye [203] eye,twitching [203] twitching,#phdchat [5] #phdchat,#academictwitter [4] #phdlife,#phdchat Top Word Pairs in Tweet in G10:
[149] deadline,march [98] interested,#phd [98] #phd,#photocatalysis [98] #photocatalysis,earth [98] earth,abundant [98] abundant,metal [98] metal,complexes [98] complexes,iciqchem [98] iciqchem,hiring [98] hiring,applications Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
Top Mentioned in G5:
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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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: