The graph represents a network of 3,725 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 Tuesday, 05 January 2021 at 07:38 UTC.
The requested start date was Sunday, 03 January 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, 8-hour, 19-minute period from Thursday, 31 December 2020 at 16:40 UTC to Sunday, 03 January 2021 at 01:00 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 : 3725
Unique Edges : 3398
Edges With Duplicates : 16860
Total Edges : 20258
Number of Edge Types : 5
Tweet : 1878
Retweet : 5558
MentionsInRetweet : 10034
Mentions : 2724
Replies to : 64
Self-Loops : 2189
Reciprocated Vertex Pair Ratio : 0.0157283551374394
Reciprocated Edge Ratio : 0.0309696092619392
Connected Components : 719
Single-Vertex Connected Components : 442
Maximum Vertices in a Connected Component : 2421
Maximum Edges in a Connected Component : 18300
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.009872
Graph Density : 0.000498129311774162
Modularity : 0.279667
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,725 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 Tuesday, 05 January 2021 at 07:38 UTC.
The requested start date was Sunday, 03 January 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, 8-hour, 19-minute period from Thursday, 31 December 2020 at 16:40 UTC to Sunday, 03 January 2021 at 01:00 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:
[546] #cybersecurity,#digital [435] #digital,#hackers [401] #digitaltransformation,#cloud [349] angelicagallegs,yukarikingdom18 [349] yukarikingdom18,mhall55nine [349] mhall55nine,eoff_sylvia [337] ingliguori,#digitaltransformation [331] #iot,#iiot [287] sminaev2015,frisesally [280] name,sale Top Word Pairs in Tweet in G1:
[321] #digitaltransformation,#cloud [282] ingliguori,#digitaltransformation [249] name,sale [247] domain,name [244] sale,#domains [173] #domains,#domainsforsale [165] #iot,#iiot [144] dnjokerdotcom,domain [118] become,#datascientist [118] #datascientist,steps Top Word Pairs in Tweet in G2:
[320] angelicagallegs,yukarikingdom18 [320] yukarikingdom18,mhall55nine [320] mhall55nine,eoff_sylvia [258] sminaev2015,frisesally [222] eoff_sylvia,semicvet50 [217] frisesally,angelicagallegs [201] chantalsimonato,sminaev2015 [190] arnabch01,chantalsimonato [190] semicvet50,brindusab [162] #linux,#serverless Top Word Pairs in Tweet in G3:
[34] #sky,#cloud [17] happy,year [12] #空,#雲 [12] science,time [12] time,way [12] today,present [11] high,performance [10] deployed,high [10] performance,cloud [10] cloud,server Top Word Pairs in Tweet in G4:
[107] #ff7r,#ff7remake [101] happy,year [80] #ff7,#ff7r [77] #cloudstrife,#cloud [72] #cloud,#tifalockhart [70] #tifalockhart,#tifa [69] #cloti,#クラティ [69] #tifa,#ff7 [67] #クラティ,#cloudstrife [63] #ff7remake,#finalfantasy7remake Top Word Pairs in Tweet in G5:
[27] #iot,#iiot [23] don,need [23] need,another [22] iot,coffee [22] coffee,talk [21] #cloud,#edge [19] watch,bite [19] bite,sized [19] sized,#video [19] #video,learn Top Word Pairs in Tweet in G6:
[287] #cybersecurity,#digital [244] #digital,#hackers [165] #hackers,#infosec [121] #infosec,reach2ratan [113] reach2ratan,#malware [107] #malware,#cloud [102] #cloud,#cloudsecurity [102] #cloudsecurity,#dataprotection [101] #dataprotection,#privacy [101] #privacy,#infosec Top Word Pairs in Tweet in G7:
[29] ronald_vanloon,#cloud [24] ronald_vanloon,wlambertson [24] wlambertson,read [23] ronald_vanloon,demand [22] #cloud,telcos [22] telcos,benefits [22] benefits,challenges [22] challenges,involved [22] involved,ronald_vanloon [22] read,whitepaper Top Word Pairs in Tweet in G8:
[12] #tech,#mobile [11] #mobile,#cloud [8] coruzant,technologies [8] gartner,analyst [8] analyst,ed [8] ed,anderson [8] anderson,highlights [8] highlights,workloads [8] workloads,cios [8] cios,move Top Word Pairs in Tweet in G9:
[6] antgrasso,chuckdbrooks [5] cloudpreacher,cloudtweaks [5] matter,organization [5] free,resource [5] ways,manage [5] manage,#cloud [5] #cloud,migration [5] migration,using [5] using,remote [5] remote,team Top Word Pairs in Tweet in G10:
[34] #cloud,zwang [34] zwang,scannen [34] scannen,fast [34] fast,jedes [34] jedes,unternehmen [34] unternehmen,bietet [34] bietet,inzwischen [34] inzwischen,eigenen [34] eigenen,aufdringlichen [33] honkhase,#cloud 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 G8:
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: