The graph represents a network of 3,744 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, 25 December 2022 at 07:25 UTC.
The requested start date was Sunday, 25 December 2022 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, 7-hour, 20-minute period from Thursday, 22 December 2022 at 17:40 UTC to Sunday, 25 December 2022 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 : 3744
Unique Edges : 3024
Edges With Duplicates : 11199
Total Edges : 14223
Number of Edge Types : 5
Mentions : 3532
Retweet : 4017
MentionsInRetweet : 4269
Tweet : 2353
Replies to : 52
Self-Loops : 3359
Reciprocated Vertex Pair Ratio : 0.0286912381372765
Reciprocated Edge Ratio : 0.055782021025531
Connected Components : 1046
Single-Vertex Connected Components : 718
Maximum Vertices in a Connected Component : 1790
Maximum Edges in a Connected Component : 10984
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.901583
Graph Density : 0.00033260091201582
Modularity : 0.311491
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,744 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, 25 December 2022 at 07:25 UTC.
The requested start date was Sunday, 25 December 2022 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, 7-hour, 20-minute period from Thursday, 22 December 2022 at 17:40 UTC to Sunday, 25 December 2022 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:
[1659] #finserv,#cloud [1659] #web3,#cx [1659] #smartcity,#datascientist [1658] #csuite,#digitalhealth [1658] #ehealth,#finserv [1658] #cx,#ehealth [1658] #datascientist,#csuite [1658] #digitalhealth,#web3 [1656] #healthtech,#smartcity [958] chidambara09,#healthtech Top Word Pairs in Tweet in G1:
[104] #saas,#cloud [99] #cloud,#logiciel [44] #sky,#cloud [35] #cloud,#cloudcomputing [28] learn,more [22] cloud,computing [17] #aws,#cloud [17] #tech,#mobile [17] #mobile,#cloud [16] #bigdata,#cloud Top Word Pairs in Tweet in G2:
[1652] #smartcity,#datascientist [1652] #web3,#cx [1651] #ehealth,#finserv [1651] #csuite,#digitalhealth [1651] #cx,#ehealth [1651] #digitalhealth,#web3 [1651] #finserv,#cloud [1651] #datascientist,#csuite [1649] #healthtech,#smartcity [951] chidambara09,#healthtech Top Word Pairs in Tweet in G3:
[57] #devops,#devsecops [55] #cybersecurity,#hacker [54] #hacker,#infosec [44] #cloud,#digitaltransformation [43] #5g,#ai [43] #bigdata,#cloud [40] #infosec,#infosecjobs [38] #cloud,#cloudcomputing [37] #ai,#python [37] #cloud,#devops Top Word Pairs in Tweet in G4:
[31] #opensource,#cloud [30] #linux,#opensource [29] #aws,#cloud [16] #devops,#cloud [12] #awstip,#aws [12] #aws,#blog [12] latest,update [11] #blog,#serverless [11] #serverless,#devops [11] #cloud,#cloudcomputing Top Word Pairs in Tweet in G5:
[17] #design,outdated [17] model,based [17] outdated,build [17] #metro,#design [17] based,#planet [17] traditional,#metro [17] #business,growth [17] #planet,#people [17] growth,model [17] #sustainable,#business Top Word Pairs in Tweet in G6:
[5] #cloud,#tech [4] cloud,stocks [4] using,dell [4] salesforce,shipstation [4] salesforce,#salesforce [4] shipstation,using [4] news,source [4] integrate,salesforce [4] dell,boomi [4] #cloud,#stocks Top Word Pairs in Tweet in G7:
[31] cio,jae [31] jae,evans [30] oracle,cio [23] sat,down [23] discuss,strategy [23] evans,sat [23] moving,#cloud [23] wsj,discuss [23] #cloud,initiatives [23] down,wsj Top Word Pairs in Tweet in G8:
[57] #cloud,#cloudstrife [56] #finalfantasyviiremake,#ff7r [56] #aerithgainsborough,#clerith [56] #cloudstrife,#aerith [56] found,#cloud [56] #clerith,#finalfantasy [56] #aerith,#aerithgainsborough [56] #finalfantasy,#finalfantasyviiremake [55] solarasona,found [12] #cloudstrife,#aerithgainsborough Top Word Pairs in Tweet in G9:
[21] #ai,#cloud [19] 2022,eight [19] #metaverse,#quantumcomputing [19] highlights,2022 [19] #cloud,#digitaltrust [19] #digitaltrust,#metaverse [19] charts,#ai [19] eight,charts [19] tech,highlights [18] louiscolumbus,tech Top Word Pairs in Tweet in G10:
[62] merry,christmas [53] #cloud,#tifa [53] #cloti,#cloud [51] #クラティ,#cloti [51] #tifa,#cloudftrife [51] christmas,cloti [51] #ff,#finalfantasyvii [51] #finalfantasy,#ff [51] fam,#クラティ [51] #tifalockhart,#finalfantasy Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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: