The graph represents a network of 3,860 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, 11 September 2022 at 06:25 UTC.
The requested start date was Sunday, 11 September 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 3-day, 5-hour, 47-minute period from Wednesday, 07 September 2022 at 18:13 UTC to Sunday, 11 September 2022 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 : 3860
Unique Edges : 3190
Edges With Duplicates : 11923
Total Edges : 15113
Number of Edge Types : 5
Retweet : 4725
MentionsInRetweet : 6086
Tweet : 2552
Mentions : 1686
Replies to : 64
Self-Loops : 2726
Reciprocated Vertex Pair Ratio : 0.0177023787571455
Reciprocated Edge Ratio : 0.0347889110346077
Connected Components : 981
Single-Vertex Connected Components : 580
Maximum Vertices in a Connected Component : 1988
Maximum Edges in a Connected Component : 12178
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.151666
Graph Density : 0.00037050861521482
Modularity : 0.329632
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,860 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, 11 September 2022 at 06:25 UTC.
The requested start date was Sunday, 11 September 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 3-day, 5-hour, 47-minute period from Wednesday, 07 September 2022 at 18:13 UTC to Sunday, 11 September 2022 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:
[579] #cloud,#ai [557] #devops,#cloud [481] engineer,remote [469] #ai,#hiring [466] devops,engineer [462] remote,tech [462] #hiring,#webdev [461] tech,jobs [461] jobs,5000 [461] 5000,high Top Word Pairs in Tweet in G1:
[49] #saas,#cloud [48] #cloud,#logiciel [38] ãƒ,ム[38] ø,ø [35] #technology,#cloud [34] #aws,#cloud [31] #sky,#cloud [28] ø,ù [27] ù,ø [26] learn,more Top Word Pairs in Tweet in G2:
[332] #pytorch,#python [325] #bigdata,#analytics [255] #ai,#python [243] #datascience,#bigdata [232] #datascience,#ai [229] #analytics,#datascience [224] #ai,#pytorch [219] science,lifecycle [217] data,science [205] #tech,#ai Top Word Pairs in Tweet in G3:
[463] #devops,#cloud [448] #cloud,#ai [432] #ai,#hiring [427] #hiring,#webdev [328] engineer,remote [314] devops,engineer [312] remote,tech [312] tech,jobs [312] jobs,5000 [312] 5000,high Top Word Pairs in Tweet in G4:
[26] join,huawei [26] huawei,connect [26] connect,2022 [26] 2022,#unleashdigital [26] #unleashdigital,shape [26] shape,future [26] future,together [26] together,register [25] ronald_vanloon,join [24] read,more Top Word Pairs in Tweet in G5:
[21] khalidgraphiant,theuncagedali [21] theuncagedali,graphianthq [21] graphianthq,revolutionizing [21] revolutionizing,networking [21] networking,time [21] time,network [21] network,edge [20] evankirstel,khalidgraphiant [19] edge,serâ [17] digital,transformation Top Word Pairs in Tweet in G6:
[24] oraclecloud,infrastructure [21] gain,critical [21] critical,cloud [21] cloud,skills [21] skills,taking [21] taking,oraclecloud [21] infrastructure,training [21] training,available [21] available,linkedin [21] linkedin,learning Top Word Pairs in Tweet in G7:
[35] read,vmblog [35] vmblog,article [35] article,using [35] using,cloud [35] cloud,intended [35] intended,cloud [35] cloud,native [35] native,approach [35] approach,help [35] help,businesses Top Word Pairs in Tweet in G8:
[10] #aws,#cloud [6] #harassment,#perjury [6] #perjury,#genpact [6] #genpact,#ceo [6] #ceo,billgates [6] billgates,potus [6] potus,vp [6] vp,fbi [6] fbi,statedept [6] statedept,thejusticedept Top Word Pairs in Tweet in G9:
[71] #machinelearning,#ai [61] #ai,#python [54] #python,#datascience [48] #datascience,#bigdata [39] #iot,#100daysofcode [37] #100daysofcode,#5g [36] #bigdata,#algorithms [36] #algorithms,#iot [30] #cloud,#4ir [29] #5g,#robots Top Word Pairs in Tweet in G10:
[40] #cloud,#ai [32] engineer,remote [31] devops,engineer [31] remote,tech [31] tech,jobs [31] jobs,5000 [31] 5000,high [31] high,paying [31] paying,remote [31] remote,positions Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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: