The graph represents a network of 3,206 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 07:20 UTC.
The tweets in the network were tweeted over the 3963-day, 6-hour, 14-minute period from Friday, 27 April 2012 at 18:45 UTC to Sunday, 05 March 2023 at 01:00 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 : 3206
Unique Edges : 2700
Edges With Duplicates : 7466
Total Edges : 10166
Number of Edge Types : 9
Retweet : 2215
MentionsInRetweet : 3480
Tweet : 2220
Mentions : 1589
Replies to : 338
MentionsInReplyTo : 138
Quote : 40
MentionsInQuote : 143
MentionsInQuoteReply : 3
Self-Loops : 3282
Reciprocated Vertex Pair Ratio : 0.0243362831858407
Reciprocated Edge Ratio : 0.0475161987041037
Connected Components : 908
Single-Vertex Connected Components : 536
Maximum Vertices in a Connected Component : 1100
Maximum Edges in a Connected Component : 5778
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.55729
Graph Density : 0.000360478548898662
Modularity : 0.379617
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,206 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 07:20 UTC.
The tweets in the network were tweeted over the 3963-day, 6-hour, 14-minute period from Friday, 27 April 2012 at 18:45 UTC to Sunday, 05 March 2023 at 01:00 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:
[417] #cybersecurity,#hacker [380] #hacker,#infosec [352] #bigdata,#devcommunity [341] #devcommunity,#technology [292] #technology,#programming [279] #programming,#ai [267] #ai,#iiot [235] #datascience,#tech [230] #gdpr,#cloud [229] #crime,#gdpr Top Word Pairs in Tweet in G1:
[55] #saas,#cloud [54] #cloud,#logiciel [52] #sky,#cloud [36] #blockchain,#cloud [34] #tech,#development [34] #blogging,#websites [34] #cloud,#news [34] #security,#future [34] #trends,#business [34] #messi,#fcbarcelona Top Word Pairs in Tweet in G2:
[92] #ai,#machinelearning [63] #innovation,#technology [63] #iot,#iiot [56] tmi_insights,#futureofwork [51] #technology,#coding [50] workplace,diversity [50] #skills,#innovation [50] #futureofwork,#skills [50] upsides,workplace [50] diversity,tmi_insights Top Word Pairs in Tweet in G3:
[144] date,nights [144] nights,models [144] models,mustardsfm [144] spend,date [144] datquil,1cedev_ [144] cloud,likes [144] likes,spend [144] tifa,cloud [144] mustardsfm,datquil [144] 1cedev_,stage Top Word Pairs in Tweet in G4:
[35] data,scientists [35] twitter,currently [35] last,time [35] watching,video [35] video,valuable [35] time,checked [35] currently,watching [35] scientists,twitter [35] checked,data [34] theoyinbooke,last Top Word Pairs in Tweet in G5:
[15] #cloud,#logiciel [15] #saas,#cloud [10] cloud,computing [9] savings,many [9] pm,webinar [9] many,enterprises [9] managing,#cloud [9] 12,pm [9] #cybersecurity,#jobsearch [9] #jobsearch,#hiringnow Top Word Pairs in Tweet in G6:
[82] chat,#digital [82] coffee,talk [80] #tech,#iiot [80] #digital,#futurist [80] welcome,iot [80] iot,coffee [80] #futurist,#tech [79] #iiot,#automation [77] #cloud,#digitaltransformation [75] #edge,#iotpl Top Word Pairs in Tweet in G7:
[397] #cybersecurity,#hacker [361] #hacker,#infosec [218] #gdpr,#cloud [218] #crime,#gdpr [209] #cloud,#cloudsecurity [206] #cloudsecurity,#dataprotection [202] #dataprotection,#privacy [199] #infosec,reach2ratan [177] #privacy,#cloudcomputing [174] #cloudcomputing,#malware Top Word Pairs in Tweet in G8:
[26] #soumyadeep,#cloud [26] #imsampro,#soumyadeep [25] #cloud,#soumyadeepmandal [24] #developer,#ui [24] #soumyadeepmandal,#developer [24] #india,#kolkata [24] #ui,#ux [24] #freelancer,#india [24] #ux,#expert [24] #expert,#freelancer Top Word Pairs in Tweet in G9:
[68] #cloud,#torrent [67] give,try [67] found,#cloud [67] seedrcoil,free [67] free,give [65] awesome,seedrcoil [65] #torrent,awesome [2] try,best [2] suck,know [2] know,love Top Word Pairs in Tweet in G10:
[6] google,cloud [5] generally,available [5] available,azure [5] public,preview [4] support,aks [4] general,availability [3] scale,data [3] #cloud,disaster [3] azure,vmware [3] vmware,solution Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: