The graph represents a network of 462 Twitter users whose recent tweets contained "NodeXL since:2019-11-14", 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 Friday, 15 November 2019 at 12:31 UTC.
The tweets in the network were tweeted over the 1-day, 12-hour, 9-minute period from Thursday, 14 November 2019 at 00:06 UTC to Friday, 15 November 2019 at 12:16 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 : 581
Unique Edges : 1522
Edges With Duplicates : 1544
Total Edges : 3066
Number of Edge Types : 4
Replies to : 44
Mentions : 2813
Retweet : 156
Tweet : 53
Self-Loops : 57
Reciprocated Vertex Pair Ratio : 0,0317700453857791
Reciprocated Edge Ratio : 0,06158357771261
Connected Components : 9
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 458
Maximum Edges in a Connected Component : 2808
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 3,096702
Graph Density : 0,00607157694818684
Modularity : 0,395851
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 462 Twitter users whose recent tweets contained "NodeXL since:2019-11-14", 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 Friday, 15 November 2019 at 12:31 UTC.
The tweets in the network were tweeted over the 1-day, 12-hour, 9-minute period from Thursday, 14 November 2019 at 00:06 UTC to Friday, 15 November 2019 at 12:16 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 since:2019-11-14
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:
[185] top,hashtags [48] #ai,#iot [41] hashtags,#ai [33] mikequindazzi,sbmeunier [31] #ai,#bigdata [31] #ai,#machinelearning [30] evankirstel,top [27] nodexl,gp_pulipaka [26] antgrasso,mikequindazzi [25] interfima,ralexjimenez Top Word Pairs in Tweet in G1:
[4] fyahdaughter,rastafaritimes [3] producen,co2 [2] dancohen3000,basharaljafari1 [2] basharaljafari1,syriasim [2] syriasim,aponwaog [2] aponwaog,ecogranjero [2] ecogranjero,roajavierr [2] roajavierr,dlatitudes [2] dlatitudes,ali_anzola [2] ali_anzola,r_h_noticias Top Word Pairs in Tweet in G2:
[97] top,hashtags [42] #ai,#iot [32] hashtags,#ai [30] evankirstel,top [24] #iot,#automation [22] antgrasso,mikequindazzi [21] mikequindazzi,ronald_vanloon [20] #ai,#bigdata [18] #futureofwork,nodexl [17] mikequindazzi,sbmeunier Top Word Pairs in Tweet in G3:
[10] top,hashtags [3] #tiede,nodexl [3] nodexl,kirstisintonen [3] kirstisintonen,tomassjoblom [3] tomassjoblom,vpohjanpalo [3] vpohjanpalo,termipankki [3] termipankki,jahapaula [3] jahapaula,suomenakatemia [3] suomenakatemia,ristolinturi [3] ristolinturi,lmlindy Top Word Pairs in Tweet in G4:
[23] top,hashtags [15] mikequindazzi,sbmeunier [13] honored,ranked [12] congrats,#fintech [12] #ai,#blockchain [11] abi_lab,unimib [11] unimib,opencoesione [11] opencoesione,lombardiainnova [11] lombardiainnova,eu_finance [11] #finserv,nodexl Top Word Pairs in Tweet in G5:
[16] top,hashtags [4] #ces2019,#iot [3] #df19,nodexl [3] nodexl,dreamforce [3] dreamforce,salesforce [3] salesforce,docusign [3] docusign,rwang0 [3] rwang0,essentials [3] essentials,appexchange [3] appexchange,trailhead Top Word Pairs in Tweet in G6:
[28] top,hashtags [12] nodexl,gp_pulipaka [12] #ai,#machinelearning [11] hashtags,#datascience [11] #datascience,#bigdata [11] #bigdata,#analytics [11] #analytics,#ai [11] #machinelearning,#iot [11] #iot,#iiot [9] datascientist,nodexl Top Word Pairs in Tweet in G7:
[10] #ai,#aiio [10] #aiio,#bigdata [10] #bigdata,#ml [10] #ml,#nlu [10] #nlu,#iot [10] #iot,cc [10] mikequindazzi,moz [10] moz,nealschaffer [10] nealschaffer,nigelwalsh [10] nigelwalsh,nodexl Top Word Pairs in Tweet in G8:
[7] asmbs,zahertoumi [7] obesityweek,obesitysociety [7] obesitysociety,cleclinicmd [6] doctortro,neilflochmd [5] neilflochmd,asmbs [5] zahertoumi,obesityweek [5] cleclinicmd,jumpfly [5] jumpfly,conscienhealth [5] conscienhealth,jbashtin [3] drgoodpaster,ali_aminian_md Top Word Pairs in Tweet in G9:
[5] top,hashtags [3] #socmedhe19,nodexl [3] nodexl,19th [3] 19th,dec [3] dec,2019 [3] 2019,kiusum [3] kiusum,socmedhe [3] socmedhe,edgehill [3] edgehill,scottturneruon [3] scottturneruon,uoncomputing 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 Replied-To in G6:
Top Replied-To in G8:
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 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: