The graph represents a network of 1 301 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 Thursday, 06 May 2021 at 07:15 UTC.
The tweets in the network were tweeted over the 7-day, 15-hour, 20-minute period from Wednesday, 28 April 2021 at 14:44 UTC to Thursday, 06 May 2021 at 06:05 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 : 1301
Unique Edges : 4590
Edges With Duplicates : 7638
Total Edges : 12228
Number of Edge Types : 5
Retweet : 974
Replies to : 184
MentionsInRetweet : 7855
Mentions : 3149
Tweet : 66
Self-Loops : 174
Reciprocated Vertex Pair Ratio : 0,0589554629926306
Reciprocated Edge Ratio : 0,111346444780635
Connected Components : 10
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 1275
Maximum Edges in a Connected Component : 12188
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2,756335
Graph Density : 0,00390823626795956
Modularity : 0,319254
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1 301 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 Thursday, 06 May 2021 at 07:15 UTC.
The tweets in the network were tweeted over the 7-day, 15-hour, 20-minute period from Wednesday, 28 April 2021 at 14:44 UTC to Thursday, 06 May 2021 at 06:05 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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[745] top,hashtags [320] top,influencers [161] congrats,top [139] hashtags,#ai [135] #iot,#bigdata [123] chidambara09,ronald_vanloon [123] #bigdata,#machinelearning [118] social,media [117] #datascience,#python [111] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[223] top,hashtags [169] top,influencers [62] congrats,top [36] nodexl,albertoemachado [21] #nodexl,evolución [21] evolución,evento [21] evento,#hashtagteam [21] hashtags,#ai [15] #nodexl,albertoemachado [14] check,latest Top Word Pairs in Tweet in G2:
[131] top,hashtags [99] social,media [51] top,influencers [51] #phdchat,#socialmedia [42] media,research [41] summer,school [40] research,summer [40] day,july [34] media,data [32] nodexl,smr_foundation Top Word Pairs in Tweet in G3:
[313] top,hashtags [118] #iot,#bigdata [108] hashtags,#ai [106] chidambara09,ronald_vanloon [105] #datascience,#python [105] #bigdata,#machinelearning [92] #machinelearning,#datascience [90] top,influencers [87] godfrey_g_,chidambara09 [85] nodexl,chidambara09 Top Word Pairs in Tweet in G4:
[27] top,hashtags [13] hashtags,#fridaysforfuture [12] dataviz,hashtags [12] hashtags,shared [12] shared,fridaysforfuture [12] fridaysforfuture,network [12] network,top [12] #fridaysforfuture,#nomoreemptypromises [12] #nomoreemptypromises,#climateaction [12] #climateaction,#climatestrike Top Word Pairs in Tweet in G5:
[34] top,hashtags [16] nodexl,humanre41270855 [15] do_kinder,braincures [14] #csr,#sustainability [14] #sustainability,#esg [12] nodexl,sustaintrends [12] sustaintrends,do_kinder [12] braincures,martinhoyes [12] martinhoyes,theesgys [12] theesgys,mvollmer1 Top Word Pairs in Tweet in G6:
[21] twitter,excellence [21] nodexl,bobbibicker [20] flutterdev,#flutter [18] nodexl,benmakestv [18] benmakestv,glengilmore [18] glengilmore,markbird17 [18] markbird17,eduardovalentei [18] eduardovalentei,marion_cio [18] carolcoppie,andrewcashin [18] fredchagnon,flutterdev Top Word Pairs in Tweet in G7:
[11] top,hashtags [8] top,influencers [7] mikehudema,pauledawson [7] pauledawson,potus [7] potus,sustaintrends [7] sustaintrends,senjeffmerkley [7] senjeffmerkley,arikring [7] arikring,cleanairmoms [7] cleanairmoms,martinheinrich [7] martinheinrich,albertoemachado Top Word Pairs in Tweet in G8:
[3] congrats,nodexl [3] nodexl,top [3] top,10 [3] 10,#entrepreneurship [3] #entrepreneurship,startupbot_1 [3] startupbot_1,bgirlventures [3] bgirlventures,davidjresetar [3] davidjresetar,ravikikan [3] ravikikan,junjudapi [3] junjudapi,codervj Top Word Pairs in Tweet in G9:
[2] advancehe_chat,#lthechat [2] #lthechat,nodexl [2] nodexl,advancehe_chat [2] advancehe_chat,hintondm [2] hintondm,virnarossi [2] virnarossi,ameenalpayne [2] ameenalpayne,racephil [2] racephil,profsallybrown [2] profsallybrown,drntasler [2] drntasler,judith_ekn 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:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G10: