The graph represents a network of 3,056 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 August 2022 at 06:26 UTC.
The requested start date was Sunday, 14 August 2022 at 00:01 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, 5-hour, 10-minute period from Thursday, 11 August 2022 at 18:50 UTC to Sunday, 14 August 2022 at 00:01 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 : 3056
Unique Edges : 2202
Edges With Duplicates : 12451
Total Edges : 14653
Number of Edge Types : 5
Mentions : 1334
Retweet : 4968
MentionsInRetweet : 5789
Tweet : 2512
Replies to : 50
Self-Loops : 2666
Reciprocated Vertex Pair Ratio : 0.0116873630387144
Reciprocated Edge Ratio : 0.0231046931407942
Connected Components : 834
Single-Vertex Connected Components : 529
Maximum Vertices in a Connected Component : 1458
Maximum Edges in a Connected Component : 12071
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.678141
Graph Density : 0.000445047600277633
Modularity : 0.263581
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 3,056 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 August 2022 at 06:26 UTC.
The requested start date was Sunday, 14 August 2022 at 00:01 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, 5-hour, 10-minute period from Thursday, 11 August 2022 at 18:50 UTC to Sunday, 14 August 2022 at 00:01 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:
[899] 2022,#devops [861] #devops,#cloud [802] #cloud,#ai [598] #ai,#hiring [500] united,states [486] #hiring,#webdev [458] august,13 [458] 13,2022 [450] states,august [408] #bigdata,#devcommunity Top Word Pairs in Tweet in G1:
[63] #saas,#cloud [60] #cloud,#logiciel [48] #sky,#cloud [33] read,more [28] learn,more [25] #cloud,#sky [25] according,report [25] report,enterprise [25] enterprise,demand [25] demand,cloud Top Word Pairs in Tweet in G2:
[387] #bigdata,#devcommunity [351] #devcommunity,#technology [314] #bigdata,#analytics [311] #künstlicheintelligenz,#100daysofcode [291] #artificialintelligence,#künstlicheintelligenz [251] #ai,#python [243] #ai,#datasecurity [234] #machinelearning,#ai [231] #technology,#programming [217] #programming,#ai Top Word Pairs in Tweet in G3:
[348] #finserv,#cloud [320] #cloud,#insurtech [319] #ehealth,#finserv [316] #healthtech,#datascientist [312] #datascientist,#csuite [312] #csuite,#digitalhealth [312] #digitalhealth,#web3 [312] #web3,#cx [312] #cx,#ehealth [180] chidambara09,#healthtech Top Word Pairs in Tweet in G4:
[51] #ai,#python [48] #datasecurity,#privacy [45] #privacy,#100daysofcode [43] #machinelearning,#ai [41] #python,#datascience [35] #datascience,#bigdata [34] #100daysofcode,#cloud [34] #wx,#news [34] #news,#weather [33] #weather,#thunder Top Word Pairs in Tweet in G5:
[17] latest,update [16] 2022,#devops [16] #devops,#cloud [14] top,#cloud [14] see,more [14] aí,seus [14] seus,trem [14] trem,bunitows [12] az,900 [12] #cloud,#ai Top Word Pairs in Tweet in G6:
[24] #awstip,#aws [24] #aws,#blog [23] #blog,#serverless [20] #serverless,#devops [20] #devops,#cloud [12] #cloud,#cloudcomputing [9] crushing,misconceptions [9] cold,starts [9] #serverless,#cloud [7] aws,serverless Top Word Pairs in Tweet in G7:
[13] #coding,#100daysofcode [9] flight,#metaverse [9] #metaverse,#ai [9] #ai,#machinelearning [9] #machinelearning,#cloud [9] #cloud,#python [9] #python,#coding [9] #100daysofcode,#web3 [9] #web3,pawlowskimario [8] jblefevre60,flight Top Word Pairs in Tweet in G8:
[20] types,brute [20] brute,force [20] force,attacks [18] #lowcode,#nocode [17] read,article [16] #nocode,benefits [16] benefits,businesses [16] businesses,shapes [16] shapes,sizes [16] sizes,adoption Top Word Pairs in Tweet in G9:
[732] 2022,#devops [682] #devops,#cloud [640] #cloud,#ai [541] #ai,#hiring [475] #hiring,#webdev [378] united,states [365] states,august [360] august,13 [360] 13,2022 [274] august,12 Top Word Pairs in Tweet in G10:
[39] #ethereummerge,flux [37] flux,inevitably [37] inevitably,become [37] become,top3 [37] top3,#gpu [37] #gpu,coin [37] coin,mine [37] mine,bullish [37] bullish,runonflux [36] antreas_4,#ethereummerge Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: