The graph represents a network of 4,296 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, 01 August 2021 at 06:33 UTC.
The requested start date was Sunday, 01 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 2-day, 5-hour, 44-minute period from Thursday, 29 July 2021 at 18:15 UTC to Sunday, 01 August 2021 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 : 4296
Unique Edges : 3878
Edges With Duplicates : 12277
Total Edges : 16155
Number of Edge Types : 5
Retweet : 4989
MentionsInRetweet : 6724
Tweet : 2249
Mentions : 2107
Replies to : 86
Self-Loops : 2433
Reciprocated Vertex Pair Ratio : 0.0155073105892778
Reciprocated Edge Ratio : 0.0305410122164049
Connected Components : 797
Single-Vertex Connected Components : 490
Maximum Vertices in a Connected Component : 2758
Maximum Edges in a Connected Component : 13731
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.177239
Graph Density : 0.000372656265242812
Modularity : 0.358392
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,296 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, 01 August 2021 at 06:33 UTC.
The requested start date was Sunday, 01 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 2-day, 5-hour, 44-minute period from Thursday, 29 July 2021 at 18:15 UTC to Sunday, 01 August 2021 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:
[455] #rstats,#reactjs [432] #iot,#iiot [429] #python,#rstats [428] #reactjs,#iot [395] #ai,#python [349] #bigdata,#ai [285] #iiot,#nlp [259] #startups,#bigdata [228] #ai,#cloud [206] #nlp,#machinelearning Top Word Pairs in Tweet in G1:
[444] #rstats,#reactjs [419] #reactjs,#iot [419] #python,#rstats [418] #iot,#iiot [384] #ai,#python [321] #bigdata,#ai [282] #iiot,#nlp [257] #startups,#bigdata [206] #ai,#cloud [204] #nlp,#machinelearning Top Word Pairs in Tweet in G2:
[40] #sky,#cloud [31] learn,more [17] #nature,#outdoors [15] #cloud,#sky [15] #空,#雲 [13] #photography,#photo [12] #cloud,#clouds [12] #cloud,#blue [12] #white,#sunlight [12] #sunlight,#goingtorain Top Word Pairs in Tweet in G3:
[44] read,more [44] coffee,talk [27] #ai,#iot [27] #iot,#bigdata [23] #management,#culture [22] robtiffany,iot [22] iot,coffee [22] welcome,#iot [22] #iot,coffee [21] chat,#digital Top Word Pairs in Tweet in G4:
[25] oraclecloud,infrastructure [22] miss,beginning [22] beginning,oracle [22] oracle,day [22] day,one [22] one,beyond [22] beyond,webinar [22] webinar,series [22] series,catch [22] catch,sessions Top Word Pairs in Tweet in G5:
[60] applications,ingliguori [49] #informationsecurity,#privacy [46] #digitaltransformation,#cloud [37] #cloud,#machinelearning [36] #machinelearning,#bigdata [34] #privacy,#phishing [33] #phishing,#ransomware [29] #cloud,#cybersecurity [27] #ransomware,#cloud [27] #cybersecurity,#infosec Top Word Pairs in Tweet in G6:
[122] #cloud,#tifa [72] #ff7r,#ff7 [60] #cloti,#クラティ [55] #クラティ,#cloti [54] #tifa,#ff7r [48] #クラティ,#cloud [44] theogtrio7,#cloti [38] #cloti,#finalfantasy7remake [38] #finalfantasy7remake,#cloud [31] #tifa,#cloud Top Word Pairs in Tweet in G7:
[66] #5gcore,difference [66] difference,holistic [66] holistic,#monitoring [66] #monitoring,improves [66] improves,#experience [66] #experience,integrated [66] integrated,#firewall [66] #firewall,increases [66] increases,#security [66] #security,#api Top Word Pairs in Tweet in G8:
[12] #inspiration,#motivation [8] #love,#life [8] path,unknown [8] #hope,#selflove [8] #selflove,#instincts [8] #instincts,#inspiration [8] #motivation,#quotes [8] #quotes,#hopegrows [8] #hopegrows,#tree [7] lost,hope Top Word Pairs in Tweet in G9:
[29] nutanix,announce [29] announce,strategic [29] strategic,partnership [27] partnership,enable [27] enable,powerful [27] powerful,solution [27] solution,building [27] building,scaling [27] scaling,managing [26] managing,#cloud Top Word Pairs in Tweet in G10:
[63] someone,help [63] help,yourself [63] yourself,#streetart [63] #streetart,#art [63] #art,#smile [63] #smile,#cloud [63] #cloud,#goodidea [63] #goodidea,#shadow [63] #shadow,#sun [63] #sun,#urbanart Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: