The graph represents a network of 11,008 Twitter users whose recent tweets contained "#phdlife", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 100,000 tweets, tweeted between 12/1/2022 12:00:00 AM and 12/20/2022 9:10:42 AM. The network was obtained from Twitter on Tuesday, 20 December 2022 at 17:28 UTC.
The tweets in the network were tweeted over the 3079-day, 1-hour, 49-minute period from Wednesday, 16 July 2014 at 15:19 UTC to Tuesday, 20 December 2022 at 17:09 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 11008
Unique Edges : 5812
Edges With Duplicates : 24417
Total Edges : 30229
Number of Edge Types : 9
Retweet : 10443
MentionsInRetweet : 13402
Mentions : 2453
Tweet : 2772
Replies to : 237
MentionsInReplyTo : 284
Quote : 348
MentionsInQuote : 289
MentionsInQuoteReply : 1
Self-Loops : 3345
Reciprocated Vertex Pair Ratio : 0.0296823983377857
Reciprocated Edge Ratio : 0.0576535024502739
Connected Components : 1453
Single-Vertex Connected Components : 817
Maximum Vertices in a Connected Component : 7773
Maximum Edges in a Connected Component : 24695
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.088868
Graph Density : 0.000114521467311499
Modularity : 0.412124
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 11,008 Twitter users whose recent tweets contained "#phdlife", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 100,000 tweets, tweeted between 12/1/2022 12:00:00 AM and 12/20/2022 9:10:42 AM. The network was obtained from Twitter on Tuesday, 20 December 2022 at 17:28 UTC.
The tweets in the network were tweeted over the 3079-day, 1-hour, 49-minute period from Wednesday, 16 July 2014 at 15:19 UTC to Tuesday, 20 December 2022 at 17:09 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[2272] #phd,#phdlife [1966] #phdlife,#phdchat [1722] #research,#researcher [1305] phd,assistance [1305] assistance,service [1247] #researcher,#academictwitter [1137] #academictwitter,#phdlife [1079] #phdlife,#phdvoice [921] #academictwitter,#academicchatter [905] #academia,#phd Top Word Pairs in Tweet in G1:
[1264] #research,#researcher [893] #phdlife,#phdchat [884] #researcher,#academictwitter [870] #academictwitter,#phdlife [668] #phdchat,#academicchatter [667] useful,research [667] links,#research [667] research,links [664] #researcher,#researcher [664] drasmajabeen1,useful Top Word Pairs in Tweet in G2:
[330] #phd,#phdlife [294] #phdlife,#phdchat [188] #academictwitter,#academia [187] #phdfriend,#phd [169] #academia,#phdfriend [158] #researcher,#academictwitter [155] #phdlife,phdvoice [154] #phdvoice,#phdlife [124] #phdlife,#phdvoice [105] #academictwitter,#academicchatter Top Word Pairs in Tweet in G3:
[1125] phd,assistance [1125] assistance,service [423] pdf,download [417] service,pdf [387] review,phd [305] leterature,review [259] #phd,#research [256] service,#phdlife [242] #research,#researcher [237] #phdlife,#phdopportunity Top Word Pairs in Tweet in G4:
[917] #phd,#phdlife [845] #academia,#phd [840] #phdlife,#science [835] #science,#xp [719] #xp,openacademics [683] openacademics,academicchatter [191] always,#academia [190] thestrugglings4,always [155] certain,point [155] point,#academia Top Word Pairs in Tweet in G5:
[155] #phd,#phdlife [73] #phdlife,#phdchat [47] #phdlife,#research [40] #callforpapers,#webofscience [40] #healthcare,#agriculture [40] #publication,#magazine [40] #medicine,#doctor [40] #magazine,#editorial [40] #breakingnews,#phd [40] #universe,#knowledge Top Word Pairs in Tweet in G6:
[487] #phdlife,#phdvoice [431] career_re,#academictwitter [273] use,twitter [273] really,use [273] twitter,#phdlife [273] #academictwitter,academics [273] academics,really [113] ask,question [113] #academictwitter,ask [113] question,#phdlife Top Word Pairs in Tweet in G7:
[274] successfully,defended [272] #phdlife,#phdchat [271] defended,thank [271] incredible,journey [271] #phdchat,#phdone [271] ph,successfully [271] journey,dr [271] dr,madukwe [271] thank,god [271] madukwe,#phdlife Top Word Pairs in Tweet in G8:
[263] #phdlife,#phdvoice [261] drnoblekkurian,#phdlife [19] #research,#researcher [14] #phdchat,#phdlife [10] assistance,service [10] phd,assistance [10] #researcher,#academictwitter [10] #phdlife,#phdchat [10] #phd,#phdlife [8] #phdvoice,#phdchat Top Word Pairs in Tweet in G9:
[327] #phd,#phdlife [321] #phdlife,#phdmemes [318] #phdmemes,#phdchat [301] instagram,#phd [284] #phdchat,#phdforum [284] #phdforum,#academictwitter [281] follow,memingphd [281] memingphd,instagram [240] memingphd,follow [229] #academictwitter,#academi Top Word Pairs in Tweet in G10:
[37] #bioinformatics,#openscience [34] open,access [31] brief,story [22] online,open [21] #bioinformatics,#phdlife [19] data,science [19] science,online [19] t2g5ozbjd7,#bioinformatics [19] co,t2g5ozbjd7 [19] genomics,data Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: