The graph represents a network of 4,209 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, 15 May 2022 at 06:23 UTC.
The requested start date was Sunday, 15 May 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, 29-minute period from Thursday, 12 May 2022 at 17:31 UTC to Sunday, 15 May 2022 at 00:01 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 : 4209
Unique Edges : 3591
Edges With Duplicates : 12476
Total Edges : 16067
Number of Edge Types : 5
Tweet : 2255
Mentions : 2093
MentionsInRetweet : 6572
Retweet : 5074
Replies to : 73
Self-Loops : 2379
Reciprocated Vertex Pair Ratio : 0.0172499585337535
Reciprocated Edge Ratio : 0.0339148866786238
Connected Components : 943
Single-Vertex Connected Components : 612
Maximum Vertices in a Connected Component : 2263
Maximum Edges in a Connected Component : 12986
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.80551
Graph Density : 0.00034627274345125
Modularity : 0.339818
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,209 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, 15 May 2022 at 06:23 UTC.
The requested start date was Sunday, 15 May 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, 29-minute period from Thursday, 12 May 2022 at 17:31 UTC to Sunday, 15 May 2022 at 00:01 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:
[920] #machinelearning,#ai [825] #ai,#python [699] know,more [463] #cybersecurity,#hacker [447] #datascience,#bigdata [420] #python,#datascience [351] #hacker,#infosec [340] #bigdata,#deeplearning [340] #deeplearning,#iot [298] #analytics,#5g Top Word Pairs in Tweet in G1:
[891] #machinelearning,#ai [800] #ai,#python [657] know,more [430] #datascience,#bigdata [403] #python,#datascience [327] #bigdata,#deeplearning [313] #deeplearning,#iot [293] #analytics,#5g [265] #5g,#machinelearning [264] more,#machinelearning Top Word Pairs in Tweet in G2:
[50] #saas,#cloud [46] #cloud,#logiciel [37] #sky,#cloud [19] learn,more [18] #tech,#mobile [18] #mobile,#cloud [17] sign,digitalocean [17] digitalocean,referral [17] referral,link [17] link,refer Top Word Pairs in Tweet in G3:
[45] explore,oracle [45] oracle,#cloud [44] #cloud,technical [44] technical,case [44] case,studies [20] #research,note [20] note,alert [18] shellykramer,#research [16] oracle,fusion [15] ronald_vanloon,pgelsinger Top Word Pairs in Tweet in G4:
[27] #iot,#bigdata [20] news,story [19] #bigdata,#ai [18] #cloud,#cloudcomputing [18] combination,#iot [18] #ai,wonders [18] wonders,developing [18] developing,highly [18] highly,productive [18] productive,applications Top Word Pairs in Tweet in G5:
[157] #cloud,#tifa [157] #tifa,#ff7r [156] seilidare,#cloud [2] spykeee1945,#finalfantasy7remake [2] #finalfantasy7remake,#finalfantasyvii [2] #finalfantasyvii,#ff7 [2] #ff7,#ff7r [2] #ff7r,#ff7remake [2] #ff7remake,#ffvii [2] #ffvii,#ffviir Top Word Pairs in Tweet in G6:
[255] #cybersecurity,#hacker [217] #hacker,#infosec [194] #infosec,reach2ratan [178] reach2ratan,#security [175] #security,#cyber [169] #cloud,#cloudsecurity [166] #cyber,#tech [166] #tech,#opensource [165] #opensource,#cybercrime [165] #cybercrime,#crime Top Word Pairs in Tweet in G7:
[132] #cybersecurity,#hacker [90] #hacker,#infosec [39] #infosec,reach2ratan [18] currently,available [18] available,domain [16] #opensource,#cloud [15] domain,name [14] reach2ratan,#security [13] open,source [12] present,talk Top Word Pairs in Tweet in G8:
[27] #ai,#5g [26] #cloud,#edge [21] #5g,#cloud [16] #cloud,#ai [16] #ai,#ml [15] #innovation,#cloud [15] welcome,#iot [15] #iot,coffee [15] coffee,talk [15] chat,#digital Top Word Pairs in Tweet in G9:
[15] #azure,#cloud [15] azure,terrafy [9] #aws,#azure [9] remote,job [9] excited,received [9] received,#microsoft [9] #microsoft,#mvp [9] #mvp,award [9] award,today [9] today,grateful Top Word Pairs in Tweet in G10:
[24] identity,governance [19] learn,identity [19] governance,azuread [19] azuread,directly [19] directly,pm [19] pm,advocacy [19] advocacy,teams [19] teams,earn [19] earn,free [19] free,swag 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 G7:
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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:
Top Tweeters in G1:
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Top Tweeters in G10: