The graph represents a network of 3,852 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, 28 August 2022 at 06:33 UTC.
The requested start date was Sunday, 28 August 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 2-day, 6-hour, 31-minute period from Thursday, 25 August 2022 at 17:28 UTC to Sunday, 28 August 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 : 3852
Unique Edges : 3202
Edges With Duplicates : 11974
Total Edges : 15176
Number of Edge Types : 5
Retweet : 4776
MentionsInRetweet : 6006
Tweet : 2487
Mentions : 1848
Replies to : 59
Self-Loops : 2732
Reciprocated Vertex Pair Ratio : 0.0244580322401334
Reciprocated Edge Ratio : 0.0477482365708085
Connected Components : 957
Single-Vertex Connected Components : 594
Maximum Vertices in a Connected Component : 1941
Maximum Edges in a Connected Component : 11977
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.535059
Graph Density : 0.000372723514788812
Modularity : 0.327705
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,852 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, 28 August 2022 at 06:33 UTC.
The requested start date was Sunday, 28 August 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 2-day, 6-hour, 31-minute period from Thursday, 25 August 2022 at 17:28 UTC to Sunday, 28 August 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:
[646] #rstats,#reactjs [628] #ai,#datasecurity [611] #datasecurity,#dataanalytics [611] #dataanalytics,#rstats [586] #reactjs,#python [586] #python,#php [586] #php,#flutter [567] #flutter,#java [475] #java,#tensorflow [432] #tensorflow,#cloud Top Word Pairs in Tweet in G1:
[520] #rstats,#reactjs [503] #ai,#datasecurity [487] #datasecurity,#dataanalytics [487] #dataanalytics,#rstats [468] #reactjs,#python [468] #python,#php [468] #php,#flutter [453] #flutter,#java [416] #java,#tensorflow [388] #tensorflow,#cloud Top Word Pairs in Tweet in G2:
[49] #sky,#cloud [49] #saas,#cloud [47] #cloud,#logiciel [36] #nature,#outdoors [32] #cloud,#sky [29] learn,more [28] #technology,#cloud [20] #cloud,#clouds [17] #clouderp,solution [16] below,#technology Top Word Pairs in Tweet in G3:
[393] #finserv,#cloud [359] #ehealth,#finserv [354] #csuite,#digitalhealth [352] #cloud,#insurtech [350] #cx,#ehealth [349] #healthtech,#datascientist [349] #datascientist,#csuite [348] #digitalhealth,#web3 [345] #web3,#cx [189] chidambara09,#healthtech Top Word Pairs in Tweet in G4:
[293] #devops,#cloud [284] #cloud,#ai [277] remote,tech [273] tech,jobs [272] #ai,#hiring [270] #hiring,#webdev [261] jobs,5000 [244] 5000,high [228] high,paying [224] paying,remote Top Word Pairs in Tweet in G5:
[68] #ai,#datasecurity [68] #datasecurity,#dataanalytics [68] #dataanalytics,#rstats [67] #rstats,#reactjs [65] #reactjs,#python [65] #python,#php [65] #php,#flutter [65] #flutter,#java [40] #java,#tensorf [39] programming,languages Top Word Pairs in Tweet in G6:
[11] #softwaredevelopment,done [11] done,right [11] right,arrived [11] arrived,northamerica [11] northamerica,watch [11] watch,#asktheceo [11] #asktheceo,xebia [11] xebia,#agile [10] avrohomg,#softwaredevelopment [10] #agile,# Top Word Pairs in Tweet in G7:
[15] #cloud,#cloudcomputing [11] enhance,#customerexperience [11] #customerexperience,cement [11] cement,trust [11] trust,forbes [11] forbes,#cx [11] #cx,#technology [11] #technology,#cloud [10] softclouds,enhance [10] #cloud,frronco Top Word Pairs in Tweet in G8:
[28] flux,overview [28] overview,thread [28] thread,project [28] project,overview [28] overview,great [28] great,place [28] place,start [28] start,anyone [28] anyone,looking [28] looking,learn Top Word Pairs in Tweet in G9:
[10] #googlecloud,#gcp [10] #gcp,#cloud [9] cloud,100 [9] 100,jahres [9] jahres,2022 [9] 2022,forbes [9] forbes,celonis [9] celonis,contentful [9] contentful,mambu [9] mambu,personio Top Word Pairs in Tweet in G10:
[18] welcome,#iot [18] #iot,coffee [18] coffee,talk [18] chat,#digital [18] #digital,#iiot [18] #iiot,#automation [13] #automation,#digitaltwins [9] digital,transformation [8] #cloud,#devops [8] robtiffany,iot Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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Top Replied-To in G7:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: