The graph represents a network of 19,550 Twitter users whose recent tweets contained "PhDs", 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 Thursday, 15 October 2020 at 18:11 UTC.
The tweets in the network were tweeted over the 7-day, 12-hour, 47-minute period from Thursday, 08 October 2020 at 04:48 UTC to Thursday, 15 October 2020 at 17:36 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 : 19550
Unique Edges : 25993
Edges With Duplicates : 4041
Total Edges : 30034
Number of Edge Types : 5
Tweet : 2709
Retweet : 11716
Replies to : 3992
MentionsInRetweet : 7209
Mentions : 4408
Self-Loops : 2868
Reciprocated Vertex Pair Ratio : 0.0180955444748271
Reciprocated Edge Ratio : 0.0355478315822735
Connected Components : 3108
Single-Vertex Connected Components : 1455
Maximum Vertices in a Connected Component : 10993
Maximum Edges in a Connected Component : 19307
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 8.567468
Graph Density : 6.62457600476421E-05
Modularity : 0.828805
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 19,550 Twitter users whose recent tweets contained "PhDs", 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 Thursday, 15 October 2020 at 18:11 UTC.
The tweets in the network were tweeted over the 7-day, 12-hour, 47-minute period from Thursday, 08 October 2020 at 04:48 UTC to Thursday, 15 October 2020 at 17:36 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 : PhDs
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:
[1913] stanford,phds [1904] follow,link [1901] digital,currency [1896] pi,digital [1870] pi,follow [1767] link,use [1707] phds,over [1697] over,million [1697] million,members [1692] members,worldwide Top Word Pairs in Tweet in G1:
[272] convince,wrong [271] know,phds [263] exposure,phds [261] phds,life [260] phds,twitter [260] actually,know [258] easier,convince [258] someone,phd [257] actually,10x [257] 10x,easier Top Word Pairs in Tweet in G2:
[735] stanford,phds [732] digital,currency [730] pi,digital [730] pi,follow [730] follow,link [730] link,use [729] use,username [727] currency,developed [726] developed,stanford [726] invitation,code Top Word Pairs in Tweet in G3:
[1353] janitors,phds [1352] estimated,000 [1352] 000,janitors [9] men,phds [8] unlike,self [8] self,assurance [8] assurance,white [8] white,men [8] phds,actual [8] actual,experts Top Word Pairs in Tweet in G4:
[1198] tell,realized [1198] realized,dr [1198] dr,joshua [1198] joshua,strongbear [1198] strongbear,sweet [1198] sweet,atlantis [1198] atlantis,afro [1198] afro,native [1198] native,black [1198] black,arapaho Top Word Pairs in Tweet in G5:
[851] people,phds [850] graphics,novels [850] novels,fake [850] fake,easy [850] easy,lazy [850] lazy,dumbed [850] dumbed,down [850] down,versions [850] versions,prose [850] prose,books Top Word Pairs in Tweet in G6:
[649] pi,digital [649] digital,currency [649] stanford,phds [649] phds,over [649] over,million [649] million,members [649] members,worldwide [649] claim,pi [647] pi,follow [647] follow,link Top Word Pairs in Tweet in G7:
[193] fully,funded [125] funded,phd [106] oct,2021 [101] phd,studentship [100] deadline,23 [100] 23,nov [100] nov,bbsrc [100] bbsrc,nrp [100] nrp,biosci [100] biosci,dtp Top Word Pairs in Tweet in G8:
[146] fully,funded [146] phd,opportunity [95] funded,phd [82] #phd,opportunity [79] nihr,arc_nwc [60] please,share [54] during,covid [54] full,time [54] opportunity,exploring [54] optimising,performance Top Word Pairs in Tweet in G9:
[403] basic,problem [403] problem,kamala [403] kamala,harris [403] harris,elite [403] elite,constantly [403] constantly,pretending [403] pretending,one [403] one,both [403] both,parents [403] parents,phds Top Word Pairs in Tweet in G10:
[120] phd,position [120] position,available [89] fully,funded [89] funded,phd [79] hiring,seeking [79] seeking,talented [79] talented,postdocs [79] postdocs,phds [79] phds,join [79] join,part 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
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 G6:
Top Mentioned in G7:
Top Mentioned in G8:
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: