The graph represents a network of 826 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 18,000 tweets. The network was obtained from Twitter on Saturday, 14 August 2021 at 18:04 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 30-minute period from Friday, 06 August 2021 at 13:17 UTC to Saturday, 14 August 2021 at 16:48 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 : 826
Unique Edges : 2715
Edges With Duplicates : 3522
Total Edges : 6237
Number of Edge Types : 5
MentionsInRetweet : 3528
Mentions : 1956
Retweet : 587
Replies to : 104
Tweet : 62
Self-Loops : 72
Reciprocated Vertex Pair Ratio : 0.0808547502165752
Reciprocated Edge Ratio : 0.149612610205717
Connected Components : 10
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 802
Maximum Edges in a Connected Component : 6216
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.01195
Graph Density : 0.00549269939100448
Modularity : 0.36233
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 826 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 18,000 tweets. The network was obtained from Twitter on Saturday, 14 August 2021 at 18:04 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 30-minute period from Friday, 06 August 2021 at 13:17 UTC to Saturday, 14 August 2021 at 16:48 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:
[272] social,media [218] top,hashtags [137] #phdchat,#socialmedia [125] media,analysis [113] analysis,using [111] using,#nodexl [103] intensive,half [103] half,day [103] day,event [103] event,september Top Word Pairs in Tweet in G1:
[240] social,media [120] #phdchat,#socialmedia [109] media,analysis [100] analysis,using [97] using,#nodexl [92] intensive,half [92] half,day [92] day,event [92] event,september [85] join,intensive Top Word Pairs in Tweet in G2:
[51] top,hashtags [43] twitter,excellence [40] flutterdev,#flutter [32] excellence,worth [32] worth,following [26] social,media [22] itsfoss2,#linux [18] #linux,flutterdev [16] hrcurator,hrtechseries [16] hrtechseries,hrmcleanco Top Word Pairs in Tweet in G3:
[45] #fintech,#ai [39] spirosmargaris,interfima [39] interfima,psb_dc [39] psb_dc,albertogaruccio [38] albertogaruccio,antgrasso [38] antgrasso,stratorob [37] stratorob,globaliqx [35] chidambara09,spirosmargaris [30] enricomolinari,chidambara09 [30] #ai,#banking Top Word Pairs in Tweet in G4:
[27] top,hashtags [10] #mediaresearchinstitute,#twitterresearchproject [10] #gephi,#nodexl [10] #datascience,#machinelearning [10] #machinelearning,#openscience [9] #datascibowl,nodexl [9] nodexl,vyom_srivastava [9] vyom_srivastava,chidambara09 [9] chidambara09,salhaj [9] salhaj,fmfrancoise Top Word Pairs in Tweet in G5:
[12] top,hashtags [4] #ilmastonmuutos,#ilmastokriisi [3] #kaivari21,#hxhanke [2] nodexl,baes_finland [2] hashtags,#kaivari21 [2] #hxhanke,#ilmailu [2] ipcc,lang [2] lang,fi [2] fi,nodexl [2] nodexl,ilmatiede Top Word Pairs in Tweet in G6:
[19] #influencer,nodexl [13] top,hashtags [13] nodexl,caring_mobile [7] #mhealth,#influencer [7] caring_mobile,enricomolinari [7] enricomolinari,analytics_699 [7] analytics_699,_timos_ [7] _timos_,_sivasai [7] _sivasai,orchahealth [7] orchahealth,mobiuso Top Word Pairs in Tweet in G8:
[13] #nodexl,#ai [13] #ai,#ml [13] #ml,#bigdata [13] #bigdata,#datascience [13] #5g,#iot [13] #iot,#tech [13] #innovation,#vr [13] #vr,#ar [10] #tech,#innovation [9] #datascience,#5g Top Word Pairs in Tweet in G9:
[4] top,hashtags [3] #climatecrisis,#climateemergency [2] climateaction,nodexl [2] nodexl,eco1start [2] eco1start,mikehudema [2] mikehudema,cop26 [2] cop26,pauledawson [2] pauledawson,jane__eden [2] jane__eden,kvajpayaee [2] kvajpayaee,jfsebastian146 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G5:
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Top Tweeters in G10: