The graph represents a network of 4,430 Twitter users whose tweets in the requested range contained "#cloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 14 February 2021 at 07:14 UTC.
The requested start date was Sunday, 14 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 4-hour, 26-minute period from Thursday, 11 February 2021 at 20:34 UTC to Sunday, 14 February 2021 at 01:01 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 : 4430
Unique Edges : 4326
Edges With Duplicates : 17111
Total Edges : 21437
Number of Edge Types : 5
Retweet : 5352
MentionsInRetweet : 10851
Mentions : 3335
Tweet : 1817
Replies to : 82
Self-Loops : 1958
Reciprocated Vertex Pair Ratio : 0.0133441164577436
Reciprocated Edge Ratio : 0.0263367916999202
Connected Components : 862
Single-Vertex Connected Components : 496
Maximum Vertices in a Connected Component : 2532
Maximum Edges in a Connected Component : 18369
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.671076
Graph Density : 0.000383171249210646
Modularity : 0.301747
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,430 Twitter users whose tweets in the requested range contained "#cloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 14 February 2021 at 07:14 UTC.
The requested start date was Sunday, 14 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 4-hour, 26-minute period from Thursday, 11 February 2021 at 20:34 UTC to Sunday, 14 February 2021 at 01:01 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 : GraphServerTwitterSearch
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:
[516] #cybersecurity,#digital [394] sminaev2015,frisesally [394] frisesally,angelicagallegs [394] angelicagallegs,yukarikingdom18 [394] yukarikingdom18,mhall55nine [394] mhall55nine,eoff_sylvia [394] eoff_sylvia,semicvet50 [386] #digital,#hackers [268] chantalsimonato,sminaev2015 [259] #100daysofcode,#ai Top Word Pairs in Tweet in G1:
[394] sminaev2015,frisesally [394] frisesally,angelicagallegs [394] angelicagallegs,yukarikingdom18 [394] yukarikingdom18,mhall55nine [394] mhall55nine,eoff_sylvia [394] eoff_sylvia,semicvet50 [268] chantalsimonato,sminaev2015 [252] #100daysofcode,#ai [251] arnabch01,chantalsimonato [251] semicvet50,brindusab Top Word Pairs in Tweet in G2:
[35] private,cloud [34] download,today [33] become,#cloud [33] #cloud,jedi [33] jedi,always [33] always,wanted [33] wanted,book [33] book,private [33] cloud,dummies [33] dummies,download Top Word Pairs in Tweet in G3:
[48] #cybersecurity,#digital [43] ingliguori,#ai [35] #digital,#hackers [32] #digitaltransformation,#cloud [32] #cloud,#cloudcomputing [27] #featured,#courses [27] #courses,#it [27] #it,#certified [27] #certified,one [27] one,lesson Top Word Pairs in Tweet in G4:
[44] #ai,#cloud [43] read,more [43] #digitaltransformation,#cloud [34] #ai,#iot [33] #iot,#bigdata [26] ronald_vanloon,read [25] #artificialintelligence,#cloud [25] holograms,cutting [25] cutting,#edge [25] #edge,#3d Top Word Pairs in Tweet in G5:
[88] #cloud,#tifa [81] #cloti,#クラティ [78] #クラティ,#cloud [74] early,valentine's [74] valentine's,gift [74] gift,#cloti [74] #cloti,community [74] community,lt [74] lt,set [74] set,kofi Top Word Pairs in Tweet in G6:
[215] #cybersecurity,#digital [174] #digital,#hackers [131] #hackers,#infosec [89] #cloud,#cloudsecurity [88] #infosec,reach2ratan [87] reach2ratan,#malware [86] #malware,#cloud [86] #cloudsecurity,#dataprotection [86] #dataprotection,#privacy [86] #privacy,#infosec Top Word Pairs in Tweet in G7:
[28] #datalists,#it [26] #it,#ites [26] #ites,#mfg [24] data,list [24] #mfg,#sme [19] #sme,#software [19] #software,#tech [19] #tech,#startups [19] #startups,#erp [19] #erp,#iiot Top Word Pairs in Tweet in G8:
[8] #technology,#technews [8] #technews,#it [7] #it,#ai [7] #ai,#ml [7] #ml,#rpa [7] #rpa,#iot [7] #iot,#cloud [6] #microsoft,#azure [6] iot,cloud [5] #cloud,#microsoft Top Word Pairs in Tweet in G9:
[18] #iot,#sustainability [18] #sustainability,#ai [15] #cloud,#edge [15] #tpss,#iot [13] #digitaltransformation,#peggysmedley [12] #ai,#5g [10] chris,pearson [9] #edge,#digitaltransformation [9] companies,control [9] control,67 Top Word Pairs in Tweet in G10:
[26] challenge,accepted [26] accepted,atlassian [26] atlassian,breaks [26] breaks,down [26] down,enterprise [26] enterprise,#cloud [26] #cloud,plan [26] plan,help [26] help,enterprises [26] enterprises,overcome Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: