The graph represents a network of 4,175 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, 08 August 2021 at 06:32 UTC.
The requested start date was Sunday, 08 August 2021 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 4-day, 7-hour, 39-minute period from Sunday, 01 August 2021 at 19:00 UTC to Friday, 06 August 2021 at 02:39 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 : 4175
Unique Edges : 3952
Edges With Duplicates : 12172
Total Edges : 16124
Number of Edge Types : 5
Retweet : 5082
MentionsInRetweet : 6807
Tweet : 2213
Mentions : 1954
Replies to : 68
Self-Loops : 2317
Reciprocated Vertex Pair Ratio : 0.0149075730471079
Reciprocated Edge Ratio : 0.0293772032902468
Connected Components : 879
Single-Vertex Connected Components : 549
Maximum Vertices in a Connected Component : 2673
Maximum Edges in a Connected Component : 14034
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.305211
Graph Density : 0.000390670503745743
Modularity : 0.349521
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,175 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, 08 August 2021 at 06:32 UTC.
The requested start date was Sunday, 08 August 2021 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 4-day, 7-hour, 39-minute period from Sunday, 01 August 2021 at 19:00 UTC to Friday, 06 August 2021 at 02:39 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:
[530] #iot,#iiot [500] #rstats,#reactjs [479] #python,#rstats [477] #ai,#python [473] #machinelearning,#ai [458] #analytics,#machinelearning [451] #reactjs,#iot [349] #devcommunity,#technology [341] #vivatech2021,#devcommunity [292] #ai,#cloud Top Word Pairs in Tweet in G1:
[124] #ai,#ml [98] #cybersecurity,#cloud [90] #ai,#cloud [84] #iot,#iiot [82] #informationsecurity,#privacy [78] #data,#technology [77] #iot,#5g [75] #technology,#iot [75] #innovation,#cloud [74] #tech,#data Top Word Pairs in Tweet in G2:
[24] learn,more [21] #sky,#cloud [16] #cloud,#sky [13] #cloud,based [12] #cloud,#clouds [10] #空,#雲 [10] postal,companies [10] companies,worldwide [10] worldwide,struggle [10] struggle,keep Top Word Pairs in Tweet in G3:
[459] #rstats,#reactjs [436] #python,#rstats [436] #iot,#iiot [431] #ai,#python [414] #reactjs,#iot [409] #analytics,#machinelearning [401] #machinelearning,#ai [273] #devcommunity,#technology [267] #vivatech2021,#devcommunity [234] #linux,#serverless Top Word Pairs in Tweet in G4:
[77] ingliguori,#digitaltransformation [60] #digitaltransformation,#cloud [57] ingliguori,#infographic [55] #machinelearning,#bigdata [52] #cloud,#machinelearning [51] rules,#innovation [51] #innovation,ingliguori [37] #infographic,potential [37] potential,use [37] use,#ai Top Word Pairs in Tweet in G5:
[93] #cloud,#tifa [74] #cloti,#クラティ [61] cloud,tifa [60] final,fantasy [60] anime,style [59] #ff7,#ff7r [58] #finalfantasy7,#finalfantasyvii [58] #finalfantasyvii,#finalfantasy [57] #finalfantasy,#finalfantasy7intergrade [54] tifa,final Top Word Pairs in Tweet in G6:
[20] #cloud,#cloudcomputing [18] #azure,#cloud [16] cloud,computing [14] read,full [14] latest,update [12] #cloud,#azure [12] #back,end [11] learn,more [11] #aws,#azure [11] #afsainfosystems,#cloud Top Word Pairs in Tweet in G7:
[15] doug,kehring [15] kehring,scott [10] oracle,#cloud [10] management,#cloud [9] shift,#cloud [9] #cloud,transformed [9] transformed,oracle's [9] oracle's,business [9] business,model [9] model,finance Top Word Pairs in Tweet in G8:
[6] #cloud,#hosting [6] #hosting,#datacenter [6] tomorrow's,cloud [6] cloud,becomes [6] becomes,today's [6] today's,reality [6] reality,read [6] read,rackspace [6] rackspace,helps [6] helps,companies Top Word Pairs in Tweet in G9:
[13] web,services [10] amazon,web [6] #ai,#cloud [6] #cloud,services [5] #cloud,#data [5] #aws,#amazon [5] zero,trust [4] #data,#analytics [4] latest,#technews [4] #amazon,web Top Word Pairs in Tweet in G10:
[9] dramatic,roman [9] roman,wall [9] wall,setting [9] setting,near [9] near,#hexham [9] #hexham,evening [9] evening,matched [9] matched,stunning [9] stunning,'shelf [9] 'shelf,cloud' Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
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:
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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: