The graph represents a network of 5,580 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, 30 November 2022 at 19:25 UTC.
The tweets in the network were tweeted over the 8-day, 20-hour, 10-minute period from Monday, 21 November 2022 at 22:26 UTC to Wednesday, 30 November 2022 at 18:37 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 : 5580
Unique Edges : 10074
Edges With Duplicates : 3214
Total Edges : 13288
Number of Edge Types : 5
Retweet : 6351
MentionsInRetweet : 4931
Mentions : 974
Tweet : 1003
Replies to : 29
Self-Loops : 1118
Reciprocated Vertex Pair Ratio : 0.0135969141755063
Reciprocated Edge Ratio : 0.0268290362477405
Connected Components : 432
Single-Vertex Connected Components : 206
Maximum Vertices in a Connected Component : 4430
Maximum Edges in a Connected Component : 11438
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.610229
Graph Density : 0.000337639676693386
Modularity : 0.569905
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,580 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, 30 November 2022 at 19:25 UTC.
The tweets in the network were tweeted over the 8-day, 20-hour, 10-minute period from Monday, 21 November 2022 at 22:26 UTC to Wednesday, 30 November 2022 at 18:37 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:
[2009] #phdlife,#phdchat [1744] #research,#researcher [1413] #researcher,#academictwitter [1191] #phdchat,#academicchatter [1155] #academictwitter,#academicchatter [966] #academictwitter,#phdchat [953] #phdchat,#phdlife [854] #phd,#phdlife [795] #academictwitter,#phdlife [794] useful,research Top Word Pairs in Tweet in G1:
[1222] #researcher,#academictwitter [1186] #phdlife,#phdchat [1066] #research,#researcher [694] #phdchat,#academicchatter [693] useful,research [693] links,#research [693] research,links [679] #academictwitter,#phdlife [676] #researcher,#researcher [544] process,#research Top Word Pairs in Tweet in G2:
[397] #phdlife,#phdchat [246] #academictwitter,#phdchat [213] #phdchat,#academicchatter [185] phdvoice,#phdlife [177] book,explains [177] recommendations,phdvoice [177] thanks,recommendations [177] explains,basics [176] data,thanks [176] analysis,data Top Word Pairs in Tweet in G3:
[602] #research,#researcher [535] #academictwitter,#academicchatter [520] phdvoice,phd_genie [517] yourphdpal,#academictwitter [517] phd_genie,phdfriendsana [516] phdfriendsana,yourphdpal [514] slides,andrew [514] write,scientific [514] #researcher,#phdchat [514] #academicchatter,#research Top Word Pairs in Tweet in G4:
[380] #academictwitter,#academicchatter [378] #phd,#phdlife [376] #phdchat,#phdforum [376] #phdmemes,#phdchat [376] #phdforum,#academictwitter [376] #academicchatter,#academia [376] #academia,#research [376] #phdlife,#phdmemes [357] instagram,#phd [340] #research,#phdvoice Top Word Pairs in Tweet in G5:
[57] #phdlife,#phdchat [21] proofy001,gmail [21] editing,work [21] extremely,important [21] proofreading,editing [21] contact,help [21] #dissertationlife,#thesislife [21] help,dm [21] #doctorate,#phdlife [21] dm,email Top Word Pairs in Tweet in G6:
[423] #womenwhocode,#bigdata [422] #python,#coding [418] #scicomm,#phdchat [405] #openscience,#datascience [404] #datascience,#100daysofcode [396] #serverless,#linux [390] #coding,#scicomm [354] #100daysofcode,#womenwhocode [328] #linux,#python [326] #bigdata,#machinelearning Top Word Pairs in Tweet in G7:
[118] #ecrchat,#postdoc [107] #phdchat,#phdforum [90] #postdoc,#academicchatter [87] #phdforum,#ecrchat [69] #phdchat,#ecrchat [68] things,go [68] go,wrong [60] plan,versus [60] everybody,upset [60] setbacks,everybody Top Word Pairs in Tweet in G8:
[96] winter,school [73] social,media [64] #phdchat,#nodexl [56] risk,ratio [56] odds,ratio [52] academic,research [46] #acwri,#phdchat [42] intense,winter [42] day,intense [39] #academictwitter,#phdchat Top Word Pairs in Tweet in G9:
[83] #academia,#he [75] academia,affected [75] hello,twitter [75] #phdchat,#childloss [75] #grief,#academia [75] #he,#phdchat [75] postgraduates,academia [75] staff,postgraduates [73] network,staff [73] arrange,semi Top Word Pairs in Tweet in G10:
[8] #blackfridaydeals,#perpetualpostdoc [8] #phdchat,#sciencetwitter [8] #blackfriday2022,#blackfridaydeals [8] #academia,#phdchat [8] #sciencetwitter,#sciencepublishing [8] #perpetualpostdoc,#academia [5] #acwri,#phdchat [5] format,#acwri [5] time,flip [5] presentation,format Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
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: