The graph represents a network of 987 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 Monday, 27 April 2020 at 14:50 UTC.
The tweets in the network were tweeted over the 7-day, 16-hour, 19-minute period from Sunday, 19 April 2020 at 20:59 UTC to Monday, 27 April 2020 at 13:18 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 : 1136
Unique Edges : 3076
Edges With Duplicates : 6119
Total Edges : 9195
Number of Edge Types : 5
Mentions : 3697
Replies to : 222
MentionsInRetweet : 4487
Retweet : 580
Tweet : 209
Self-Loops : 245
Reciprocated Vertex Pair Ratio : 0,0509292783007482
Reciprocated Edge Ratio : 0,0969223702342673
Connected Components : 17
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 1081
Maximum Edges in a Connected Component : 9099
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3,101514
Graph Density : 0,00337686914438171
Modularity : 0,280901
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 987 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 Monday, 27 April 2020 at 14:50 UTC.
The tweets in the network were tweeted over the 7-day, 16-hour, 19-minute period from Sunday, 19 April 2020 at 20:59 UTC to Monday, 27 April 2020 at 13:18 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:
[424] top,hashtags [169] hashtags,#ai [137] thomas_harrer,topcybernews [135] nodexl,nodexl [135] topcybernews,bisinmotion [135] bisinmotion,lizzie_drabble [135] lizzie_drabble,haroldsinnott [135] haroldsinnott,spirosmargaris [135] spirosmargaris,mvollmer1 [135] mvollmer1,heinzvhoenen Top Word Pairs in Tweet in G1:
[156] top,hashtags [40] nodexl,nodexl [34] #iot,#bigdata [28] #finserv,nodexl [28] #ai,#banking [26] mikequindazzi,jimmarous [26] maxjcm,spirosmargaris [26] nodexl,enricomolinari [25] #banking,#blockchain [25] #iiot,#machinelearning Top Word Pairs in Tweet in G2:
[92] nodexl,nodexl [80] top,hashtags [74] #ai,#iot [59] #iot,#digital [55] #bigdata,#ai [52] #machinelearning,#iiot [49] #digital,#twitter [45] #tech,#innovation [41] nodexl,gp_pulipaka [38] top,#iot Top Word Pairs in Tweet in G3:
[18] emmanuelmacron,borisjohnson [18] abeshinzo,kimjong_un [18] fyahdaughter,rastafaritimes [18] antonioguterres,monspaglia [18] monspaglia,extinctionr [18] extinctionr,pontifex_es [15] mikehudema,petrine05647629 [15] petrine05647629,irena [15] irena,enricomolinari [15] enricomolinari,arikring Top Word Pairs in Tweet in G4:
[28] network,analysis [25] social,media [18] thank,nodexl [18] nodexl,ongoing [18] ongoing,network [18] analysis,social [18] media,hashtags [18] hashtags,influencers [18] influencers,command [18] command,#bigdata Top Word Pairs in Tweet in G5:
[117] top,hashtags [111] hashtags,#ai [110] thomas_harrer,topcybernews [109] topcybernews,bisinmotion [109] bisinmotion,lizzie_drabble [109] lizzie_drabble,haroldsinnott [109] haroldsinnott,spirosmargaris [109] spirosmargaris,mvollmer1 [109] mvollmer1,heinzvhoenen [109] heinzvhoenen,ronald_vanloon Top Word Pairs in Tweet in G6:
[8] top,hashtags [6] lthechat,uob_hefi [6] virnarossi,warwicklanguage [6] warwicklanguage,a_l_t [6] a_l_t,s_j_lancaster [5] chrisheadleand,lthechat [5] s_j_lancaster,simonrae [5] simonrae,nomadwarmachine [4] #lthechat,nodexl [4] nodexl,chrisheadleand Top Word Pairs in Tweet in G7:
[7] #foamed,#foamrad [7] #foamrad,#meded [6] top,hashtags [6] nodexl,map [5] #meded,nodexl [5] nodexl,mededbot [5] mededbot,em_resus [5] em_resus,gattinon [5] gattinon,srrezaie [5] srrezaie,drshahrul80 Top Word Pairs in Tweet in G8:
[4] top,hashtags [3] nodexl,realdonaldtrump [2] #covid19,#coronavirus [2] byedon,nodexl [2] realdonaldtrump,joebiden [2] joebiden,womenriseup2020 [2] womenriseup2020,taradublinrocks [2] taradublinrocks,sfutorian [2] sfutorian,ewarren [2] ewarren,_reaalamerican_ Top Word Pairs in Tweet in G9:
[5] nodexl,ifla [5] top,hashtags [3] libraries,library [3] library,pandemic [3] pandemic,corona [3] corona,virus [3] virus,covid [3] covid,nodexl [3] ifla,alalibrary [3] alalibrary,4sayf Top Word Pairs in Tweet in G10:
[2] #cyber,#bci [2] #chaoscomplexity,#neurophysics [2] #neurophysics,#cognitivescience [2] #cognitivescience,#neuroscience [2] #ml,#dl [2] #umv,#uma Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: