The graph represents a network of 130 Twitter users whose recent tweets contained "#NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Tuesday, 12 October 2021 at 17:23 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 30-minute period from Monday, 04 October 2021 at 15:29 UTC to Tuesday, 12 October 2021 at 16:00 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 : 130
Unique Edges : 345
Edges With Duplicates : 434
Total Edges : 779
Number of Edge Types : 5
Mentions : 162
MentionsInRetweet : 434
Retweet : 126
Replies to : 30
Tweet : 27
Self-Loops : 40
Reciprocated Vertex Pair Ratio : 0.0680272108843537
Reciprocated Edge Ratio : 0.127388535031847
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 125
Maximum Edges in a Connected Component : 771
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.599795
Graph Density : 0.0280858676207513
Modularity : 0.324486
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 130 Twitter users whose recent tweets contained "#NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Tuesday, 12 October 2021 at 17:23 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 30-minute period from Monday, 04 October 2021 at 15:29 UTC to Tuesday, 12 October 2021 at 16:00 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 : #NodeXL
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:
[46] summer,school [43] social,media [40] based,successful [40] successful,social [40] media,research [40] research,summer [40] school,running [40] running,winter [40] winter,edition [40] edition,2022 Top Word Pairs in Tweet in G1:
[11] #smsociety,nodexl [11] nodexl,socmediaconf [11] socmediaconf,docassar [11] docassar,smlabto [11] smlabto,phmai [11] phmai,kwelle [11] kwelle,albertoemachado [11] gruzd,mpweirdopodcast [11] mpweirdopodcast,hashtags [11] hashtags,#smsociety Top Word Pairs in Tweet in G2:
[8] 10,influencers [6] #twitter,#socialmedia [5] nodexl,#nodexl [4] thx,nodexl [4] albertoemachado,mihkal [4] mihkal,nodexl [4] michaelbathurst,salhaj [4] salhaj,hashtagmarketi7 [4] hashtagmarketi7,enricomolinari [4] enricomolinari,martinhoyes Top Word Pairs in Tweet in G3:
[46] summer,school [40] based,successful [40] successful,social [40] social,media [40] media,research [40] research,summer [40] school,running [40] running,winter [40] winter,edition [40] edition,2022 Top Word Pairs in Tweet in G4:
[15] michaelbathurst,gp_pulipaka [15] gp_pulipaka,tecinterviewhlp [15] tecinterviewhlp,eli_krumova [15] eli_krumova,analytics_699 [15] analytics_699,paula_piccard [15] paula_piccard,udemy_coupons1 [15] udemy_coupons1,ingliguori [15] ingliguori,developerbot_v1 [15] developerbot_v1,thekrsakshi [15] thekrsakshi,10 Top Word Pairs in Tweet in G5:
[4] #influencers,#nodexl [4] #nodexl,nodexl [4] nodexl,albertoemachado [4] albertoemachado,mihkal [4] mihkal,nodexl [4] nodexl,chidambara09 [4] chidambara09,michaelbathurst [4] michaelbathurst,salhaj [4] salhaj,hashtagmarketi7 [4] hashtagmarketi7,enricomolinari Top Word Pairs in Tweet in G6:
[27] #mediaresearchinstitute,#twitterresearchproject [27] #gephi,#nodexl [27] #nodexl,#rstats [27] #datascience,#openscience [22] #rstats,#machinelearning [20] #twitterresearchproject,#socialnetworkanalysis [16] #machinelearning,#datascience [12] tweets,weeks [12] #openscience,#dataviz [10] #ai,#artificalintelligence Top Word Pairs in Tweet in G7:
[3] social,media [3] media,analysis [3] analysis,250 [3] 250,000 [3] 000,tweets [3] tweets,hate [3] hate,network [3] network,surrounding [3] surrounding,lokman [3] lokman,slim Top Word Pairs in Tweet in G8:
[3] hashtags,related [3] related,#inktober [3] #inktober,#inktober2021 [3] #selenium,#scrapingtwitter [3] #scrapingtwitter,#prodomosua [3] #prodomosua,#disegni [3] #disegni,#sna [3] #sna,#nodexl [3] #nodexl,#gephi [2] inktober2021,vessel Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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 G7:
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: