The graph represents a network of 6,283 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, 18 October 2020 at 06:14 UTC.
The requested start date was Sunday, 18 October 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 2-day, 3-hour, 0-minute period from Wednesday, 14 October 2020 at 14:30 UTC to Friday, 16 October 2020 at 17:30 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 : 6283
Unique Edges : 5685
Edges With Duplicates : 10756
Total Edges : 16441
Number of Edge Types : 5
Retweet : 4080
MentionsInRetweet : 5904
Tweet : 2603
Mentions : 3754
Replies to : 100
Self-Loops : 2723
Reciprocated Vertex Pair Ratio : 0.0326017199332563
Reciprocated Edge Ratio : 0.0631448104412679
Connected Components : 1411
Single-Vertex Connected Components : 860
Maximum Vertices in a Connected Component : 3582
Maximum Edges in a Connected Component : 12594
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.555035
Graph Density : 0.000203826692231525
Modularity : 0.460254
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,283 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, 18 October 2020 at 06:14 UTC.
The requested start date was Sunday, 18 October 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 2-day, 3-hour, 0-minute period from Wednesday, 14 October 2020 at 14:30 UTC to Friday, 16 October 2020 at 17:30 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:
[237] #cybersecurity,#digital [199] #digital,#hackers [195] read,more [189] #cloud,#cloudcomputing [157] #hackers,#infosec [137] #cloud,#ai [125] digital,transformation [124] #cloud,#cloudsecurity [120] #ai,#cloud [120] #infosec,reach2ratan Top Word Pairs in Tweet in G1:
[31] #cloud,#cloudcomputing [31] learn,more [30] #azure,#cloud [23] #cloud,infrastructure [21] deliver,better [21] better,experience [21] experience,residents [21] residents,visitors [21] visitors,employees [21] employees,state Top Word Pairs in Tweet in G2:
[136] read,more [91] #cloud,#cloudcomputing [76] #digitaltransformation,#cloud [67] #cio,#cloud [66] #cloud,#machinelearning [66] #machinelearning,#bigdata [65] digital,transformation [63] ingliguori,#digitaltransformation [60] more,#bigdata [57] #ai,#iot Top Word Pairs in Tweet in G3:
[135] #cybersecurity,#digital [124] #digital,#hackers [109] #hackers,#infosec [109] #cloud,#cloudsecurity [107] #infosec,reach2ratan [106] reach2ratan,#malware [106] #malware,#cloud [106] #cloudsecurity,#dataprotection [106] #dataprotection,#privacy [106] #privacy,#infosec Top Word Pairs in Tweet in G4:
[47] digitalscoutings,top [47] #socialmedia,marketing [47] marketing,#influencer [47] thank,inspiration [42] #influencer,ranking [41] #ai,#cloud [39] ranking,thank [32] top,100 [24] inspiration,support [24] team,#ai Top Word Pairs in Tweet in G5:
[42] #cloud,#edge [35] #sustainability,#ai [35] #ai,#5g [35] #5g,#cloud [34] #iot,#sustainability [32] #bigdata,#cloud [25] #construction,#iot [23] digital,transformation [21] #edge,#futureofwork [19] #futureofwork,#infrastructure Top Word Pairs in Tweet in G6:
[25] google,cloud [18] digital,infrastructure [18] infrastructure,read [17] web,services [16] proud,announce [16] announce,collaboration [16] collaboration,google [16] cloud,transform [16] transform,digital [16] read,strategic Top Word Pairs in Tweet in G7:
[17] oracle,#cloud [14] changing,business [14] business,models [14] models,turning [14] turning,#cloud [14] #cloud,read [14] read,oracle [14] oracle,steve [14] steve,miranda [14] miranda,computerweekly Top Word Pairs in Tweet in G8:
[88] race,industrial [88] industrial,#cloud [88] #cloud,1st [88] 1st,time [88] time,26 [88] 26,eu [88] eu,countries [88] countries,soon [88] soon,27 [88] 27,join Top Word Pairs in Tweet in G9:
[62] #cloud,#ai [57] #blockchain,#cloud [37] fabienprevots,frenchnewtech [11] frenchnewtech,bon [11] bon,plan [9] mobile,giant [9] giant,qualcomm [9] qualcomm,set [9] set,#ai [9] #ai,accelerator Top Word Pairs in Tweet in G10:
[12] #edge,#cloud [8] learn,#kubernetes [8] #kubernetes,depth [8] depth,primer [8] primer,powerful [8] powerful,system [8] system,managing [8] managing,containerized [8] containerized,applications [8] lf_training,learn 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 Replied-To in G9:
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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: