The graph represents a network of 5,943 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, 30 August 2020 at 05:59 UTC.
The requested start date was Sunday, 30 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 9-day, 4-hour, 51-minute period from Thursday, 20 August 2020 at 19:08 UTC to Sunday, 30 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 : 5943
Unique Edges : 5034
Edges With Duplicates : 12797
Total Edges : 17831
Number of Edge Types : 5
Retweet : 4735
MentionsInRetweet : 7280
Tweet : 2576
Mentions : 3170
Replies to : 70
Self-Loops : 2724
Reciprocated Vertex Pair Ratio : 0.0247291268323773
Reciprocated Edge Ratio : 0.0482647095409877
Connected Components : 1295
Single-Vertex Connected Components : 812
Maximum Vertices in a Connected Component : 3641
Maximum Edges in a Connected Component : 14391
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.742074
Graph Density : 0.000227647901332149
Modularity : 0.416162
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,943 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, 30 August 2020 at 05:59 UTC.
The requested start date was Sunday, 30 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 9-day, 4-hour, 51-minute period from Thursday, 20 August 2020 at 19:08 UTC to Sunday, 30 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:
[476] #cloud,#aerith [459] #ff7,#ff7r [442] picking,flowers [441] akumarations,#cloud [440] #aerith,picking [440] flowers,#ff7 [222] read,more [204] #cybersecurity,#digital [194] #cloud,#cloudcomputing [187] #cloud,#tifa Top Word Pairs in Tweet in G1:
[59] cloud,based [40] #sky,#cloud [33] #cloud,adoption [32] learn,more [27] based,services [26] #azure,#cloud [26] adoption,continues [26] continues,accelerate [26] accelerate,organizations [26] organizations,become Top Word Pairs in Tweet in G2:
[31] #bigdata,#cloud [31] #cloud,#mobility [30] #datalists,#it [30] #it,#ites [30] #ites,#mfg [30] #mfg,#sme [30] #sme,#software [30] #software,#tech [30] #tech,#startups [30] #startups,#erp Top Word Pairs in Tweet in G3:
[134] #ai,#iot [114] sminaev2015,frisesally [114] frisesally,marinella_maria [114] marinella_maria,mariangelasant8 [114] mariangelasant8,angelicagallegs [114] mhall55nine,eoff_sylvia [105] angelicagallegs,yukarikingdom18 [105] yukarikingdom18,mhall55nine [102] arnabch01,sminaev2015 [101] #bigdata,#ai Top Word Pairs in Tweet in G4:
[436] #ff7,#ff7r [422] #cloud,#aerith [421] picking,flowers [420] akumarations,#cloud [419] #aerith,picking [419] flowers,#ff7 [44] #sephiroth,#cloud [43] look,finally [43] finally,number [43] number,sephiroth Top Word Pairs in Tweet in G5:
[157] #cybersecurity,#digital [134] read,more [134] #digital,#hackers [100] digital,transformation [98] #hackers,#infosec [84] more,#bigdata [77] #bigdata,#blockchain [69] #blockchain,#business [66] #business,#cio [66] #cio,#cloud Top Word Pairs in Tweet in G6:
[174] #ff7,#cloud [171] #cloud,#tifa [162] この3人のパーティーが好きだ,#ff7 [162] #tifa,#nanaki [162] #nanaki,#クラウド [162] #クラウド,#ティファ [162] #ティファ,#ナナキ [161] mtmtqsui,この3人のパーティーが好きだ [45] #cloud,#aerith [21] #ff7r,#ff7remake Top Word Pairs in Tweet in G7:
[27] #it,#certified [27] #certified,one [27] one,lesson [27] lesson,four [27] four,#aws [27] #aws,certificates [27] certificates,enrol [27] enrol,#cloudcomputing [27] #cloudcomputing,#amazon [27] #amazon,#cloud Top Word Pairs in Tweet in G8:
[31] #cloud,wars [31] wars,intensify [31] intensify,#cloudcomputing [30] evankirstel,#cloud [16] #cio,#itnews [16] #itnews,#cloud [15] #cloud,#bigdata [11] learn,more [10] #cloud,#edgecomputing [8] more,#cloud Top Word Pairs in Tweet in G9:
[16] #cloud,services [15] ibm,worked [15] worked,closely [15] closely,banks [15] banks,create [15] create,set [15] set,#cloud [15] services,met [15] met,needs [15] needs,financial Top Word Pairs in Tweet in G10:
[9] #vmware,solution [9] #oracle,#cloud [9] oraclecloud,asked [9] asked,business [9] business,leaders [9] leaders,re [9] re,embracing [9] embracing,second [9] second,generation [9] generation,#cloud 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 G7:
Top Replied-To in G8:
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: