The graph represents a network of 1,228 Twitter users whose recent tweets contained "#SMProfs", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 05:33 UTC.
The tweets in the network were tweeted over the 951-day, 8-hour, 22-minute period from Friday, 22 May 2020 at 16:01 UTC to Friday, 30 December 2022 at 00:23 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 : 1228
Unique Edges : 2254
Edges With Duplicates : 24696
Total Edges : 26950
Number of Edge Types : 9
Retweet : 2592
MentionsInRetweet : 12578
Tweet : 732
Quote : 388
MentionsInQuote : 172
Mentions : 9919
Replies to : 102
MentionsInReplyTo : 446
MentionsInQuoteReply : 21
Self-Loops : 2511
Reciprocated Vertex Pair Ratio : 0.110932475884244
Reciprocated Edge Ratio : 0.199710564399421
Connected Components : 13
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 1180
Maximum Edges in a Connected Component : 26870
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.885557
Graph Density : 0.00275160676313882
Modularity : 0.094038
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,228 Twitter users whose recent tweets contained "#SMProfs", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 05:33 UTC.
The tweets in the network were tweeted over the 951-day, 8-hour, 22-minute period from Friday, 22 May 2020 at 16:01 UTC to Friday, 30 December 2022 at 00:23 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 : #SMProfs
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:
[887] #smprofs,#prprofs [815] top,hashtags [614] nodexl,jeremyhl [512] nodexl,michaelbathurst [473] unosmlre,nodexl [447] michaelbathurst,jeremyhl [438] jeremyhl,nodexl [419] jeremyhl,michaelbathurst [413] nodexl,aejmc [348] social,media Top Word Pairs in Tweet in G1:
[134] social,media [129] #smprofs,#prprofs [90] fyi,#smprofs [80] adweek,#smprofs [42] kfreberg,#smprofs [39] #smprofs,#smsports [29] fellow,#smprofs [22] super,excited [19] personal,branding [17] #smprofs,#frebergpr Top Word Pairs in Tweet in G2:
[752] top,hashtags [409] nodexl,jeremyhl [358] nodexl,michaelbathurst [334] unosmlre,nodexl [308] nodexl,aejmc [299] jeremyhl,nodexl [299] michaelbathurst,jeremyhl [288] jeremyhl,michaelbathurst [284] aejmc,nodexl [278] #smprofs,#prprofs Top Word Pairs in Tweet in G3:
[155] nodexl,jeremyhl [106] docassar,jeremyhl [99] nodexl,aejmc [95] unosmlre,nodexl [92] jeremyhl,docassar [90] #smprofs,nodexl [90] michaelbathurst,jeremyhl [90] nodexl,michaelbathurst [87] jeremyhl,nodexl [85] jeremyhl,michaelbathurst Top Word Pairs in Tweet in G4:
[416] #smprofs,#prprofs [221] #smle2022,#smprofs [143] #smle2022,#smc2021 [139] social,media [123] #smc2021,#smprofs [105] #smpc2023,#smle2022 [73] #smle2022,#smpc2023 [67] tweet,network [65] nodexl,unosmlre [64] nodexl,michaelbathurst Top Word Pairs in Tweet in G5:
[37] #smprofs,#socialmedia [31] #socialmedia,#smprofs [12] social,media [6] #smprofs,#prprofs [4] #axiosmediatrends,#smprofs [4] fyi,#smprofs [3] last,year [3] started,collecting [3] ride,tiktok [3] #journalism,#socialmedia Top Word Pairs in Tweet in G6:
[12] social,media [10] lessons,learned [10] many,lessons [7] hands,practice [7] running,social [7] hard,stimulate [7] practice,running [7] campaign,priceless [7] media,campaign [7] learned,hard Top Word Pairs in Tweet in G7:
[10] social,media [6] insights,lab [6] wait,students [6] faculty,start [6] media,insights [6] start,using [6] fall,fun [6] students,faculty [6] using,social [6] lab,fall Top Word Pairs in Tweet in G9:
[7] gvsu,seeks [7] full,time [7] assistant,professor [7] gvschoolofcom,gvsu [7] adriwall,come [7] tt,assistant [7] come,work [7] professor,gvsuap [7] month,tt [7] candidates,full Top Word Pairs in Tweet in G10:
[2] #ff,#smprofs [2] daily,thanks [2] shattered,hearts [2] hearts,daily [2] latest,shattered 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 G4:
Top Replied-To in G5:
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: