The graph represents a network of 4,226 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, 05 June 2022 at 06:26 UTC.
The requested start date was Sunday, 05 June 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, 7-hour, 8-minute period from Tuesday, 31 May 2022 at 19:30 UTC to Friday, 03 June 2022 at 02:38 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 : 4226
Unique Edges : 3637
Edges With Duplicates : 12223
Total Edges : 15860
Number of Edge Types : 5
Retweet : 4880
MentionsInRetweet : 6590
Tweet : 2221
Mentions : 2113
Replies to : 56
Self-Loops : 2383
Reciprocated Vertex Pair Ratio : 0.0189954925949775
Reciprocated Edge Ratio : 0.0372827804107425
Connected Components : 954
Single-Vertex Connected Components : 575
Maximum Vertices in a Connected Component : 2262
Maximum Edges in a Connected Component : 12694
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.842187
Graph Density : 0.000354525521076906
Modularity : 0.350253
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,226 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, 05 June 2022 at 06:26 UTC.
The requested start date was Sunday, 05 June 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, 7-hour, 8-minute period from Tuesday, 31 May 2022 at 19:30 UTC to Friday, 03 June 2022 at 02:38 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:
[593] #datascience,#bigdata [458] #machinelearning,#ai [416] #ai,#python [336] #bigdata,#analytics [323] #data,#datascience [319] know,more [311] #analytics,#innovation [308] #python,#datascience [300] #tech,#ai [272] #innovation,#digital Top Word Pairs in Tweet in G1:
[466] #datascience,#bigdata [311] #machinelearning,#ai [301] #bigdata,#analytics [291] #data,#datascience [288] #analytics,#innovation [287] #ai,#python [273] #tech,#ai [251] #datascientist,#mwc22 [251] #cx,#women [251] #women,#ehealth Top Word Pairs in Tweet in G2:
[52] #saas,#cloud [51] #cloud,#logiciel [40] #sky,#cloud [24] #cloud,#cloudcomputing [22] #sun,#sunrise [17] #azure,#cloud [17] #cloud,#sky [17] #morning,#glow [17] #glow,#sky [17] #cloud,#sun Top Word Pairs in Tweet in G3:
[122] #machinelearning,#ai [109] #ai,#python [107] know,more [100] #python,#datascience [97] #datascience,#bigdata [97] #cybersecurity,#hacker [94] #hacker,#infosec [84] #datasecurity,#privacy [64] #bigdata,#deeplearning [64] #deeplearning,#iot Top Word Pairs in Tweet in G4:
[24] dwell,time [17] #datascience,#bigdata [13] #cloud,#cloudcomputing [12] time,dwell [12] time,time [12] time,between [12] between,attacker's [12] attacker's,initial [12] initial,penetration [12] penetration,organization's Top Word Pairs in Tweet in G5:
[79] #python,#roblox [79] #roblox,#iot [79] #pytorch,#cython [79] #cython,#rstats [64] #web3,#java [63] #iot,#azure [63] #azure,#ad [63] #ad,#pytorch [63] #java,#defi [63] #defi,#ada Top Word Pairs in Tweet in G6:
[18] microsoft,azure [18] top,#cloud [17] see,more [10] #cloud,#tech [9] public,#cloud [8] guide,build [8] build,dockerize [8] dockerize,go [8] go,app [8] app,#golang Top Word Pairs in Tweet in G7:
[58] flux,kda [57] great,seeing [57] seeing,flux [57] kda,partnership [57] partnership,continued [57] continued,develop [57] develop,#flux [57] #flux,default [57] default,#cloud [57] #cloud,platform Top Word Pairs in Tweet in G8:
[40] united,states [26] #5g,#cloud [25] #cloud,#edge [22] python,cloud [22] #iot,#sustainability [22] #ai,#5g [20] states,python [19] #sustainability,#ai [16] states,cloud [10] cognizant,looking Top Word Pairs in Tweet in G9:
[90] #ff7r,#ff7rmod [90] #ff7rmod,#ff7rmods [90] #ff7rmods,#tifa [90] #tifa,#cloti [90] #cloti,#ff7r_inter [90] #ff7r_inter,#cloud [49] #cloud,#クラティ [35] マダム,ティファ [35] ティファ,#ff7r [34] ff15ss1,マダム Top Word Pairs in Tweet in G10:
[9] facing,challenging [9] challenging,complicated [9] complicated,#cloud [9] #cloud,migration [9] migration,lean [9] lean,support [9] support,measures [9] measures,help [9] help,ease [9] ease,process Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
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: