The graph represents a network of 3,654 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 06:20 UTC.
The tweets in the network were tweeted over the 2685-day, 14-hour, 22-minute period from Tuesday, 10 November 2015 at 09:37 UTC to Sunday, 19 March 2023 at 00:00 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 : 3654
Unique Edges : 2686
Edges With Duplicates : 7973
Total Edges : 10659
Number of Edge Types : 8
Mentions : 1772
Retweet : 1950
MentionsInRetweet : 3159
Tweet : 2339
Replies to : 160
Quote : 55
MentionsInQuote : 415
MentionsInReplyTo : 809
Self-Loops : 3037
Reciprocated Vertex Pair Ratio : 0.0265486725663717
Reciprocated Edge Ratio : 0.0517241379310345
Connected Components : 1132
Single-Vertex Connected Components : 702
Maximum Vertices in a Connected Component : 1173
Maximum Edges in a Connected Component : 6338
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.202511
Graph Density : 0.000269402404633721
Modularity : 0.363579
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,654 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 06:20 UTC.
The tweets in the network were tweeted over the 2685-day, 14-hour, 22-minute period from Tuesday, 10 November 2015 at 09:37 UTC to Sunday, 19 March 2023 at 00:00 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:
[252] #cybersecurity,#hacker [240] #hacker,#infosec [176] #cloud,#cloudsecurity [165] #crime,#gdpr [165] #gdpr,#cloud [164] #iot,#iiot [156] #cloudsecurity,#dataprotection [155] #dataprotection,#privacy [147] united,states [131] #iotpl,#iotcl Top Word Pairs in Tweet in G1:
[43] #cloud,#cloudcomputing [37] learn,more [33] #azure,#cloud [28] #personalized,#london [28] #italy,#india [28] #onlineclasses,#cisco [28] #india,#cloud [28] #london,#italy [28] #ebook,#personalized [28] #awscertified,#gcp Top Word Pairs in Tweet in G2:
[157] #iot,#iiot [122] #iotpl,#iotcl [84] #ai,#machinelearning [81] #ai,#ml [80] #digital,#futurist [80] welcome,iot [80] coffee,talk [80] #futurist,#tech [80] iot,coffee [80] #tech,#iiot Top Word Pairs in Tweet in G3:
[58] #expert,#kolkata [58] #kolkata,#india [58] follow,imsampro [58] #ui,#soumyadeepmandal [58] #developer,#expert [58] #imsampro,#ui [58] #ux,#cloud [58] #cloud,#developer [58] #soumyadeepmandal,#ux [27] microsoft,azure Top Word Pairs in Tweet in G4:
[69] united,states [67] #cloud,#logiciel [67] #saas,#cloud [64] python,cloud [59] states,python [42] check,full [42] full,article [42] ronald_vanloon,check [32] #aws,#cloud [28] fabienprevots,frenchnewtech Top Word Pairs in Tweet in G5:
[243] #cybersecurity,#hacker [231] #hacker,#infosec [161] #cloud,#cloudsecurity [160] #gdpr,#cloud [160] #crime,#gdpr [151] #cloudsecurity,#dataprotection [150] #dataprotection,#privacy [121] #security,#cyber [108] #opensource,#cybercrime [107] #malware,#ransomware Top Word Pairs in Tweet in G6:
[34] please,contact [34] details,please [34] oracle,#oracle [34] #oracle,#oraclejobs [28] #oraclejobs,#oraclecloud [25] oraclecontractors,oracle [24] cloud,computing [23] four,cloud [23] best,#cloud [23] jae,evans Top Word Pairs in Tweet in G7:
[97] flight,morning [97] seen,one [97] family,member [97] send,picture [97] morning,haven [97] member,send [97] cloud,flight [97] haven,seen [97] picture,cloud [97] one,myself Top Word Pairs in Tweet in G8:
[72] free,give [72] give,try [72] #cloud,#torrent [72] seedrcoil,free [71] found,#cloud [71] #torrent,awesome [70] awesome,seedrcoil [2] seedrcoil,found Top Word Pairs in Tweet in G9:
[10] #fintech,#banking [9] #banking,#openbanking [9] #ai,#machinelearning [9] #innovation,#fintech [7] #cloud,operations [6] #fintech,#cybersecurity [6] learn,teradata [6] #flutter,#fintech [6] teradata,#cloud [6] security,data Top Word Pairs in Tweet in G10:
[4] alamadi1,rwang0 [4] #it,services [4] time,update [4] thierry_pires,alamadi1 [4] rwang0,phillipneely14 [4] psb_dc,sabinevdl [4] view,#it [4] update,view [4] many,key [4] services,evolving Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G10:
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: