The graph represents a network of 1,810 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 May 2020 at 10:40 UTC.
The requested start date was Monday, 25 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 18-hour, 57-minute period from Friday, 22 May 2020 at 05:01 UTC to Sunday, 24 May 2020 at 23:59 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 : 1810
Unique Edges : 876
Edges With Duplicates : 9138
Total Edges : 10014
Number of Edge Types : 5
Tweet : 970
Retweet : 4087
MentionsInRetweet : 4550
Mentions : 401
Replies to : 6
Self-Loops : 1026
Reciprocated Vertex Pair Ratio : 0.00450762829403606
Reciprocated Edge Ratio : 0.00897480151881257
Connected Components : 243
Single-Vertex Connected Components : 148
Maximum Vertices in a Connected Component : 1360
Maximum Edges in a Connected Component : 9357
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.746663
Graph Density : 0.00088477196583076
Modularity : 0.237274
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,810 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 May 2020 at 10:40 UTC.
The requested start date was Monday, 25 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 18-hour, 57-minute period from Friday, 22 May 2020 at 05:01 UTC to Sunday, 24 May 2020 at 23:59 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 : #cloudcomputing
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 G2:
[672] #bigdata,#analytics [559] #analytics,#datascience [552] #iot,#iiot [469] #datascience,#ai [459] #ai,#machinelearning [393] #machinelearning,#iot [238] #python,#rstats [216] #iiot,#python [145] #iiot,#pytorch [117] #datascience,#iot Top Word Pairs in Tweet in G3:
[1515] gt,gt [1291] #bigdata,#analytics [1021] #iot,#iiot [953] #ai,#iot [818] #analytics,#datascience [646] #datascience,#ai [604] mikequindazzi,#ai [461] #ai,#machinelearning [329] #machinelearning,#iot [255] #vr,#ar Top Word Pairs in Tweet in G4:
[160] gt,gt [86] cloud,computing [81] #cloud,#cloudcomputing [66] #cloudcomputing,#cloud [61] extended,#wifi6 [50] #wifi6,configuration [47] configuration,options [47] options,available [40] available,extremecloud [33] extremecloud,iq Top Word Pairs in Tweet in G5:
[23] #ml,#ai [19] #theinsaneapp,#machinelearning [18] #artificialintelligence,#ml [9] machine,learning [8] #machinelearning,#artificialintelligence [8] #ai,#bigdata [8] classification,machine [8] learning,algorithms [8] algorithms,#theinsaneapp [8] theinsaneapp,classification Top Word Pairs in Tweet in G6:
[88] #python,#rstats [63] #javascript,#reactjs [60] #rstats,#java [56] #java,#javascript [56] #reactjs,#cloudcomputing [56] #cloudcomputing,#html [50] compiler,compiles [50] compiles,code [50] code,#python [48] coding_monkeys,compiler Top Word Pairs in Tweet in G7:
[143] code,samples [130] samples,#girlswhocode [129] #girlswhocode,#womenintech [129] #womenintech,#womenwhocode [128] #womenwhocode,#womeninstem [125] #salesforce,code [100] #bigdata,#analytics [100] #analytics,#datascience [100] #cloudcomputing,#cybersecurity [99] another,microsoft Top Word Pairs in Tweet in G8:
[65] cloud,strategy [65] hybrid,cloud [65] three,key [65] key,pillars [65] pillars,hybrid [45] strategy,succeed [30] succeed,ronald_vanloon [26] ronald_vanloon,dominic [24] dominic,schulz [23] schulz,learn Top Word Pairs in Tweet in G9:
[13] #bigdata,#analytics [12] #analytics,#datascience [9] #iot,#iiot [9] #python,#rstats [9] #iiot,#python [9] #datascience,#iot [9] #javascript,#reactjs [9] #rstats,#tensorflow [9] #tensorflow,#javascript [9] mathematics,#bigdata Top Word Pairs in Tweet in G10:
[89] #webdev,#bigdata [81] #bigdata,#analytics [73] #analytics,#datascience [58] #datascience,#cybersecurity [56] #cybersecurity,#iot [51] #iot,#iiot [50] explaining,client [49] client,use [45] use,program [44] program,#webdev Top Replied-To in Entire Graph:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
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Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G10: