The graph represents a network of 3,527 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 07:20 UTC.
The tweets in the network were tweeted over the 2036-day, 21-hour, 17-minute period from Sunday, 13 August 2017 at 03:42 UTC to Sunday, 12 March 2023 at 00:59 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 : 3527
Unique Edges : 2569
Edges With Duplicates : 7844
Total Edges : 10413
Number of Edge Types : 8
Retweet : 2010
MentionsInRetweet : 2951
Mentions : 1834
Tweet : 2355
Replies to : 143
MentionsInReplyTo : 733
MentionsInQuote : 337
Quote : 50
Self-Loops : 2988
Reciprocated Vertex Pair Ratio : 0.0257460503218256
Reciprocated Edge Ratio : 0.0501996577296064
Connected Components : 1099
Single-Vertex Connected Components : 704
Maximum Vertices in a Connected Component : 1164
Maximum Edges in a Connected Component : 6042
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.264558
Graph Density : 0.000281918868799333
Modularity : 0.359607
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,527 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 07:20 UTC.
The tweets in the network were tweeted over the 2036-day, 21-hour, 17-minute period from Sunday, 13 August 2017 at 03:42 UTC to Sunday, 12 March 2023 at 00:59 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:
[322] #cybersecurity,#hacker [285] #hacker,#infosec [211] #cloud,#cloudsecurity [205] #crime,#gdpr [205] #gdpr,#cloud [204] #cloudsecurity,#dataprotection [202] #dataprotection,#privacy [166] #privacy,#cloudcomputing [163] #cloudcomputing,#malware [162] hacking,recovery Top Word Pairs in Tweet in G1:
[41] cloud,call [40] #sky,#cloud [39] za,vas [39] kontakt,centar [39] investicija,fiksnih [39] centar,za [39] fiksnih,troškova [39] obezbijedite,kontakt [39] troškova,#cloud [39] bez,ikakvih Top Word Pairs in Tweet in G2:
[145] #iot,#iiot [137] #iotpl,#iotcl [93] #5g,#ai [89] #tech,#iiot [89] #cloud,#digitaltransformation [89] #digital,#futurist [89] chat,#digital [89] welcome,iot [89] iot,coffee [89] coffee,talk Top Word Pairs in Tweet in G3:
[316] #cybersecurity,#hacker [282] #hacker,#infosec [203] #cloud,#cloudsecurity [203] #cloudsecurity,#dataprotection [202] #gdpr,#cloud [202] #crime,#gdpr [201] #dataprotection,#privacy [165] #privacy,#cloudcomputing [162] #cloudcomputing,#malware [160] hacking,recovery Top Word Pairs in Tweet in G4:
[105] #cloud,breathtaking [105] type,#cloud [105] charm,idea [105] idea,type [105] #pkucampus,blessed [105] magical,charm [105] sky,full [105] blessed,sky [105] breathtaking,scenery [105] full,magical Top Word Pairs in Tweet in G5:
[6] #paas,#iaas [6] #saas,#paas [5] #cloud,#saas [4] versus,#clean [4] #security,#itsecurity [4] #cybersecurity,#cloud [4] #security,#performance [4] mrdenny,inc [4] gain,#security [4] #data,breach Top Word Pairs in Tweet in G6:
[35] partnership,uber [35] learn,more [35] more,oracle's [35] oracle's,strategic [35] strategic,#cloud [35] #cloud,partnership [16] #oracle,#oraclejobs [16] oracle,#oracle [16] please,contact [16] details,please Top Word Pairs in Tweet in G7:
[30] summer,greeting [30] dress,shirt [30] shirt,tie [30] leonardo,dicaprio [30] greeting,card [30] drew,summer [30] card,dress [30] cloud,drew [30] inspired,leonardo [30] tie,inspired Top Word Pairs in Tweet in G8:
[69] free,give [69] found,#cloud [69] give,try [69] #cloud,#torrent [69] #torrent,awesome [69] awesome,seedrcoil [69] seedrcoil,free [2] try,easy Top Word Pairs in Tweet in G9:
[27] #ui,#soumyadeepmandal [27] #cloud,#developer [27] #ux,#cloud [27] #soumyadeepmandal,#ux [27] #imsampro,#ui [26] #kolkata,#india [25] #developer,#expert [25] #expert,#kolkata [9] transitioning,cloud [9] applications,services Top Word Pairs in Tweet in G10:
[48] #linux,#opensource [48] #opensource,#cloud [13] open,source [8] learn,more [7] more,defending [7] watch,full [7] workloads,sentinelone [7] defending,modern [7] full,webinar [7] #cloud,based Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
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: