The graph represents a network of 8,228 Twitter users whose recent tweets contained "#academia", 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 19:50 UTC.
The tweets in the network were tweeted over the 8-day, 20-hour, 42-minute period from Monday, 21 November 2022 at 22:26 UTC to Wednesday, 30 November 2022 at 19:08 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 : 8228
Unique Edges : 9698
Edges With Duplicates : 6827
Total Edges : 16525
Number of Edge Types : 5
Tweet : 2560
Retweet : 9463
Mentions : 990
MentionsInRetweet : 3444
Replies to : 68
Self-Loops : 2626
Reciprocated Vertex Pair Ratio : 0.0110736639383727
Reciprocated Edge Ratio : 0.0219047619047619
Connected Components : 1424
Single-Vertex Connected Components : 985
Maximum Vertices in a Connected Component : 5500
Maximum Edges in a Connected Component : 11549
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.514622
Graph Density : 0.000155114900550076
Modularity : 0.560173
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,228 Twitter users whose recent tweets contained "#academia", 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 19:50 UTC.
The tweets in the network were tweeted over the 8-day, 20-hour, 42-minute period from Monday, 21 November 2022 at 22:26 UTC to Wednesday, 30 November 2022 at 19:08 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 : #academia
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:
[2793] #academia,#academictwitter [2182] #research,#academia [1569] #academictwitter,#academia [1464] assistance,service [1464] phd,assistance [1374] #research,#researcher [1360] #academia,#research [1357] #academictwitter,#academicchatter [1337] #researcher,#academictwitter [1121] #reanimateduk,#etsyseller Top Word Pairs in Tweet in G1:
[1416] #academia,#academictwitter [1257] #research,#academia [1047] #academictwitter,#academia [892] #researcher,#academictwitter [794] #research,#researcher [593] #research,#academictwitter [593] #phd,#research [587] #academictwitter,#academicchatter [584] tests,#phd [584] commonly,used Top Word Pairs in Tweet in G2:
[1314] assistance,service [1314] phd,assistance [612] #academia,#academictwitter [583] #academia,#research [582] #research,#academia [574] write,thesis [525] #phdlife,#academia [475] download,pdf [472] pdf,#phdposition [472] #phdvoice,#phdlife Top Word Pairs in Tweet in G3:
[983] #reanimateduk,#etsyseller [892] #etsyseller,co [745] dark,academia [586] academia,aesthetic [366] crystal,healing [238] light,academia [222] aesthetic,necklace [172] healing,jewellery [147] #academia,#reanimateduk [132] healing,bracelet Top Word Pairs in Tweet in G4:
[957] openacademics,academicchatter [953] #academia,#phd [949] #phd,#science [948] #xp,openacademics [945] #science,#xp [299] fun,memes [299] more,fun [299] follow,more [299] academicchatter,follow [193] yea,productive Top Word Pairs in Tweet in G5:
[285] #academia,#academictwitter [185] #research,#academia [162] #research,#researcher [117] #phdvoice,#academia [116] #researcher,#academia [114] #academia,#microbiome [114] phinished,finally [114] finally,successfully [114] #microbiome,#bioinformatics [114] molecular,biotechnology Top Word Pairs in Tweet in G6:
[309] #academia,#academictwitter [300] #scicomm,#academia [229] #science,#scicomm [227] cell,works [227] works,#meded [227] #meded,#medtwitter [227] #medtwitter,#science [227] #academictwitter,#sciencetwitter [71] #medtwitter,#surgery [71] #sciencetwitter,#scicomm Top Word Pairs in Tweet in G7:
[333] #academictwitter,#academicchatter [333] #academia,#research [329] #academicchatter,#academia [326] #phdforum,#academictwitter [326] #phdmemes,#phdchat [326] #phdchat,#phdforum [326] #phdlife,#phdmemes [326] #phd,#phdlife [308] instagram,#phd [293] #research,#phdvoice Top Word Pairs in Tweet in G8:
[110] #academia,#research [104] please,indicate [104] delays,postdoc [104] elicit,response [104] jasonclaremp,#academia [104] academics,experienced [104] months,long [104] government,cc [104] spread,retweet [104] hoping,finally Top Word Pairs in Tweet in G9:
[84] #academia,#he [76] academia,affected [76] hello,twitter [76] #phdchat,#childloss [76] #grief,#academia [76] #he,#phdchat [76] postgraduates,academia [76] staff,postgraduates [75] support,network [74] network,staff Top Word Pairs in Tweet in G10:
[5] #academictwitter,#academia [3] advice,putting [3] know,data [3] offers,advice [3] ignored,feel [3] see,findings [3] writes,uninewengland's [3] above,parapet [3] comfortable,speak [3] findings,being Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G8:
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: