The graph represents a network of 1,878 Twitter users whose recent tweets contained "#cloudcomputing", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 16:06 UTC.
The tweets in the network were tweeted over the 1627-day, 5-hour, 44-minute period from Thursday, 02 August 2018 at 19:15 UTC to Monday, 16 January 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1878
Unique Edges : 850
Edges With Duplicates : 9594
Total Edges : 10444
Number of Edge Types : 8
Retweet : 3638
MentionsInRetweet : 4288
Mentions : 701
Quote : 13
Tweet : 1164
Replies to : 265
MentionsInQuote : 291
MentionsInReplyTo : 84
Self-Loops : 2602
Reciprocated Vertex Pair Ratio : 0.00872534142640364
Reciprocated Edge Ratio : 0.0172997367431365
Connected Components : 205
Single-Vertex Connected Components : 136
Maximum Vertices in a Connected Component : 1501
Maximum Edges in a Connected Component : 9226
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.842894
Graph Density : 0.000754324957177378
Modularity : 0.229237
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,878 Twitter users whose recent tweets contained "#cloudcomputing", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 16:06 UTC.
The tweets in the network were tweeted over the 1627-day, 5-hour, 44-minute period from Thursday, 02 August 2018 at 19:15 UTC to Monday, 16 January 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #cloudcomputing
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:
[2321] #bigdata,#analytics [1512] #iot,#iiot [1469] #python,#rstats [1286] #analytics,#datascience [1072] #datascience,#ai [918] #ai,#machinelearning [917] #iiot,#python [867] #cybersecurity,#bigdata [846] #machinelearning,#datascience [843] #machinelearning,#iot Top Word Pairs in Tweet in G1:
[688] #bigdata,#analytics [684] #iot,#iiot [677] #analytics,#datascience [592] #python,#rstats [504] #datascience,#ai [494] #ai,#machinelearning [489] #machinelearning,#iot [400] #iiot,#pytorch [400] #pytorch,#python [239] #rstats,#tensorflo Top Word Pairs in Tweet in G2:
[1096] #bigdata,#analytics [604] #machinelearning,#datascience [598] #cybersecurity,#bigdata [585] #datascience,#sql [566] #sql,#cybersecurity [539] #iot,#iiot [457] #python,#rstats [451] #programming,#coding [427] #analytics,#ai [422] #datascientist,#linux Top Word Pairs in Tweet in G3:
[373] #bigdata,#analytics [262] #python,#rstats [241] #iiot,#python [221] #analytics,#ai [214] #cybersecurity,#bigdata [213] #ai,#iiot [206] #sql,#cybersecurity [197] #datascience,#sql [189] #machinelearning,#datascience [149] #analytics,#datascience Top Word Pairs in Tweet in G4:
[411] #bigdata,#devcommunity [405] #devcommunity,#technology [332] #technology,#programming [310] #programming,#ai [277] #ai,#iiot [228] #iiot,#100daysofcode [213] #100daysofcode,#linux [209] #linux,#python [207] #cloudcomputing,#frenchtech [207] #womenwhocode,#cybersecurity Top Word Pairs in Tweet in G5:
[74] #devsecops,#kubernetes [74] #devops,#devsecops [74] #cicd,#k8s [74] #kubernetes,#cicd [63] #bigdata,#analytics [46] #python,#rstats [42] cheat,sheet [42] cloud,computing [40] #k8s,#linux [40] #iot,#iiot Top Word Pairs in Tweet in G6:
[51] #cybersecurity,#hacker [46] dm,#cybersecurity [45] retrieve,protect [45] wondering,#recover [45] protect,accounts [45] accounts,wallets [45] #recover,#hacked [45] #hacked,retrieve [44] wallets,dm [42] #hacker,#infosec Top Word Pairs in Tweet in G7:
[11] #cloudcomputing,#cloudstorage [11] #cloudstorage,#cloudsecurity [11] #cloudsecurity,#ravivisvesvarayasharadaprasad [9] cloud,computing [6] global,enterprises [6] #cloud,global [6] engineering,#cloud [6] quality,engineering [6] enterprises,#cloudcomputing [5] #cloudcomputing,#fintech Top Word Pairs in Tweet in G8:
[6] 2023,#finance [5] #iot,#cloudcomputing [4] trends,shape [4] #technology,shape [4] #leadership,2023 [4] #cloudcomputing,#startups [4] #iot,#5g [4] 2023,#leaders [4] shape,#smartcities [4] #ai,#iot Top Word Pairs in Tweet in G9:
[57] #rstats,#reactjs [57] #python,#rstats [56] #analytics,#machinelearning [56] muscles,robotic [56] robotic,arm [56] #reactjs,#iot [56] #machinelearning,#ai [56] arm,#analytics [56] #ai,#python [55] #iot,#iiot Top Word Pairs in Tweet in G10:
[12] transaction,pattern [12] compensating,transaction [10] #cloudcomputing,#cybersecurity [10] more,#cloudcomputing [10] #cloud,#web [10] #cloudcomputing,#cloud [10] #web,#webdevelopment [10] pattern,more [9] #webdevelopment,#softwareengine [9] devsdhami,compensating Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G10:
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: