The graph represents a network of 5,757 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, 09 August 2020 at 06:04 UTC.
The requested start date was Sunday, 09 August 2020 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 3-day, 12-hour, 12-minute period from Wednesday, 05 August 2020 at 11:47 UTC to Sunday, 09 August 2020 at 00:00 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 : 5757
Unique Edges : 5154
Edges With Duplicates : 11618
Total Edges : 16772
Number of Edge Types : 5
Mentions : 3022
Tweet : 2540
Retweet : 4408
MentionsInRetweet : 6738
Replies to : 64
Self-Loops : 2656
Reciprocated Vertex Pair Ratio : 0.0247153209109731
Reciprocated Edge Ratio : 0.0482384139411542
Connected Components : 1405
Single-Vertex Connected Components : 932
Maximum Vertices in a Connected Component : 3211
Maximum Edges in a Connected Component : 13049
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.263878
Graph Density : 0.000238975472105566
Modularity : 0.438695
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,757 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, 09 August 2020 at 06:04 UTC.
The requested start date was Sunday, 09 August 2020 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 3-day, 12-hour, 12-minute period from Wednesday, 05 August 2020 at 11:47 UTC to Sunday, 09 August 2020 at 00:00 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:
[965] ø,ø [743] ø,ù [561] ù,ø [419] #cybersecurity,#digital [369] #digital,#hackers [306] ù,ù [248] #hackers,#infosec [237] #ai,#iot [221] #iot,#blockchain [221] #blockchain,#3dprint Top Word Pairs in Tweet in G1:
[44] ãƒ,ム[33] #azure,#cloud [30] learn,more [23] #sky,#cloud [17] read,more [16] #cloud,based [16] #cloud,#cloudcomputing [14] #cloud,#clouds [14] #cloud,#technology [14] multi,cloud Top Word Pairs in Tweet in G2:
[223] #ai,#iot [216] #iot,#blockchain [216] #blockchain,#3dprint [214] next,decade [164] #cybersecurity,#digital [145] decade,#ai [139] 15,technologies [139] technologies,next [135] #digital,#hackers [133] #3dprint,mobile Top Word Pairs in Tweet in G3:
[80] #azure,#cloud [79] azure,#publicspeaking [79] #publicspeaking,#programmers [75] join,azure [63] #programmers,#virtualconference [58] azure,virtual [58] virtual,conference [56] #virtualconference,#azure [55] #cloud,#artificialinteligence [43] c#,corner Top Word Pairs in Tweet in G4:
[108] #it,#ites [107] #software,#tech [107] #ites,#mfg [107] #mfg,#sme [103] #datalists,#it [103] #sme,#software [91] #bigdata,#cloud [88] #tech,#startups [82] #startups,#erp [77] #erp,#iiot Top Word Pairs in Tweet in G5:
[25] #cloud,region [22] larry,ellison [22] ellison,pgelsinger [21] migrating,#cloud [21] #cloud,complex [21] complex,working [21] working,vmware [21] vmware,make [21] make,easier [21] easier,larry Top Word Pairs in Tweet in G6:
[75] #ff7,#ff7r [52] #cloud,#cloti [48] #tifa,#cloud [48] #cloud,#aerith [43] cloti,kiss [43] kiss,party [43] party,#finalfantasyviiremake [43] #finalfantasyviiremake,#tifa [43] #cloti,#blender [43] akumarations,#cloud Top Word Pairs in Tweet in G7:
[26] love,moderna_tx [26] moderna_tx,doing [26] doing,accelerate [26] accelerate,development [26] development,vaccines [26] vaccines,excited [25] excited,helping [25] helping,#aws [25] ajassy,love [23] digital,transformation Top Word Pairs in Tweet in G8:
[16] fave,summer [16] summer,#superhero [16] #superhero,back [16] back,action [16] action,time [16] time,around [16] around,#cloud [16] #cloud,taming [16] taming,#terabyte [16] #terabyte,torrent Top Word Pairs in Tweet in G9:
[249] #cybersecurity,#digital [230] #digital,#hackers [173] #hackers,#infosec [128] #infosec,reach2ratan [111] reach2ratan,#malware [111] #malware,#cloud [110] #cloud,#cloudsecurity [109] #cloudsecurity,#dataprotection [109] #dataprotection,#privacy [109] #privacy,#infosec Top Word Pairs in Tweet in G10:
[34] #cloud,#edge [31] #iot,#sustainability [29] #5g,#cloud [27] #sustainability,#ai [26] #ai,#5g [16] #edge,#digitaltransformation [10] #digitaltransformation,#machinelearning [10] #tpss,#iot [10] #data,#cloud [10] enterprise,edge Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: