The graph represents a network of 3,392 Twitter users whose recent tweets contained "#cloud", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 07:19 UTC.
The tweets in the network were tweeted over the 1498-day, 20-hour, 33-minute period from Saturday, 29 December 2018 at 04:24 UTC to Sunday, 05 February 2023 at 00:58 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3392
Unique Edges : 2676
Edges With Duplicates : 7906
Total Edges : 10582
Number of Edge Types : 8
Mentions : 1892
Tweet : 1987
Retweet : 2444
MentionsInRetweet : 3727
Quote : 64
Replies to : 136
MentionsInReplyTo : 281
MentionsInQuote : 51
Self-Loops : 2577
Reciprocated Vertex Pair Ratio : 0.0237745098039216
Reciprocated Edge Ratio : 0.0464448168542016
Connected Components : 869
Single-Vertex Connected Components : 556
Maximum Vertices in a Connected Component : 1461
Maximum Edges in a Connected Component : 7155
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.183183
Graph Density : 0.000363145646355781
Modularity : 0.392569
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,392 Twitter users whose recent tweets contained "#cloud", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 07:19 UTC.
The tweets in the network were tweeted over the 1498-day, 20-hour, 33-minute period from Saturday, 29 December 2018 at 04:24 UTC to Sunday, 05 February 2023 at 00:58 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #cloud
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:
[191] #cybersecurity,#hacker [168] #ai,#machinelearning [168] #hacker,#infosec [147] #bigdata,#analytics [123] dm,#cybersecurity [119] #coding,#100daysofcode [112] #cloud,#cloudsecurity [111] #bigdata,#cloud [111] #recover,#hacked [110] retrieve,protect Top Word Pairs in Tweet in G1:
[56] #saas,#cloud [54] #cloud,#logiciel [53] amazon,aws [47] #sky,#cloud [36] cloud,call [35] centar,za [35] troškova,#cloud [35] bez,ikakvih [35] vas,obezbijedite [35] za,vas Top Word Pairs in Tweet in G2:
[135] #ai,#machinelearning [94] #iot,#iiot [79] #bigdata,#analytics [73] #coding,#100daysofcode [60] #datascience,#bigdata [54] #iiot,#iotpl [47] #python,#coding [46] #bigdata,#iot [43] #ai,#ml [41] #bigdata,#cloud Top Word Pairs in Tweet in G3:
[189] #cybersecurity,#hacker [166] #hacker,#infosec [121] dm,#cybersecurity [109] #recover,#hacked [108] retrieve,protect [108] accounts,wallets [108] #hacked,retrieve [108] wallets,dm [108] protect,accounts [102] #cloud,#cloudsecurity Top Word Pairs in Tweet in G4:
[71] #sport,player [71] #digital,athlete [71] transforming,#sport [71] langton,#awspartner [71] safety,ronald_vanloon [71] athlete,transforming [71] ronald_vanloon,jennifer [71] player,safety [71] jennifer,langton [70] nfl's,#digital Top Word Pairs in Tweet in G5:
[13] #5g,#cloud [10] amazon,alphabet [10] economy,biting [10] alphabet,siliconangle [10] biting,amazon [10] stop,economy [10] #ai,#5g [10] doesn,stop [10] #cloud,growth [10] growth,doesn Top Word Pairs in Tweet in G6:
[97] 5g,#cloud [97] #oneplus11,5g [96] gear,welcome [96] 11,launch [96] generation,power [96] power,gear [96] launch,event [96] next,generation [96] welcome,#oneplus11 [96] #cloud,11 Top Word Pairs in Tweet in G7:
[41] #cloud,#fluxnodes [40] #fluxnodes,#dapps [38] deployed,nodes [38] #flux,marketplace [38] nodes,#flux [38] runonflux,#cloud [38] marketplace,runonflux [38] already,deployed [37] interesting,articles [37] many,interesting Top Word Pairs in Tweet in G8:
[82] #121,dear [82] visuals,boyney123 [82] architecture,visuals [82] dear,architects [82] event,driven [82] driven,architecture [82] boyney123,#aws [82] architects,week [82] week,event [81] #aws,# Top Word Pairs in Tweet in G9:
[68] oracle,cloud [55] please,contact [55] details,please [54] oracle,#oracle [53] #oracle,#oraclejobs [53] #oraclejobs,#oraclecloud [45] customers,more [45] giving,customers [45] enterprise,linux [45] redhat,enterprise Top Word Pairs in Tweet in G10:
[71] free,give [71] found,#cloud [71] give,try [71] seedrcoil,free [70] #cloud,#torrent [68] awesome,seedrcoil [67] #torrent,awesome [3] #torrent,suck [3] suck,know [3] know,love 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 G7:
Top Replied-To in G9:
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 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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: