The graph represents a network of 3,515 Twitter users whose recent tweets contained "#cloud", 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 07:20 UTC.
The tweets in the network were tweeted over the 2650-day, 15-hour, 23-minute period from Tuesday, 10 November 2015 at 09:37 UTC to Sunday, 12 February 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 : 3515
Unique Edges : 2041
Edges With Duplicates : 9384
Total Edges : 11425
Number of Edge Types : 9
Retweet : 2948
MentionsInRetweet : 4073
Mentions : 1439
MentionsInReplyTo : 503
Replies to : 365
Tweet : 1674
MentionsInQuote : 377
Quote : 41
MentionsInQuoteReply : 5
Self-Loops : 2939
Reciprocated Vertex Pair Ratio : 0.0147744945567652
Reciprocated Edge Ratio : 0.0291187739463602
Connected Components : 717
Single-Vertex Connected Components : 426
Maximum Vertices in a Connected Component : 1153
Maximum Edges in a Connected Component : 6367
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.066922
Graph Density : 0.000316960161791363
Modularity : 0.348204
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,515 Twitter users whose recent tweets contained "#cloud", 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 07:20 UTC.
The tweets in the network were tweeted over the 2650-day, 15-hour, 23-minute period from Tuesday, 10 November 2015 at 09:37 UTC to Sunday, 12 February 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 : #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:
[780] #cloud,#crypto [774] telegram,channel [774] technology,official [774] #mining,#technology [774] channel,#cloud [774] #crypto,#mining [774] official,telegram [774] join,future [774] future,technology [773] eeasiaio,join Top Word Pairs in Tweet in G1:
[774] technology,official [774] #mining,#technology [774] join,future [774] channel,#cloud [774] future,technology [774] #crypto,#mining [774] telegram,channel [774] #cloud,#crypto [774] official,telegram [773] eeasiaio,join Top Word Pairs in Tweet in G2:
[266] #cybersecurity,#hacker [246] #hacker,#infosec [194] #iot,#iiot [146] #bigdata,#analytics [144] dm,#cybersecurity [130] #cloud,#cloudsecurity [128] #crime,#gdpr [128] #gdpr,#cloud [126] #cloudsecurity,#dataprotection [125] #dataprotection,#privacy Top Word Pairs in Tweet in G3:
[402] #bigdata,#devcommunity [397] #devcommunity,#technology [326] #technology,#programming [304] #programming,#ai [267] #ai,#iiot [223] #iiot,#100daysofcode [208] #100daysofcode,#linux [205] #tech,#cloud [204] #linux,#python [202] #cloudcomputing,#frenchtech Top Word Pairs in Tweet in G4:
[31] learn,more [19] forbes,learn [16] covering,#cloud [16] see,itexpo [16] february,14 [16] event,covering [16] itexpo,february [16] 2023,event [16] #cloud,#mobility [16] 17,2023 Top Word Pairs in Tweet in G5:
[38] blockchain,service [38] ethereum,blockchain [20] #blockchain,#cloud [20] azure,#cloud [20] microsoft,azure [19] shows,ethereum [19] microsoft,shows [19] strato,running [19] stage,present [19] takes,stage Top Word Pairs in Tweet in G6:
[50] others,backbone [50] backbone,technology [50] technology,serve [50] work,technology [50] #flux,proof [50] proof,useful [50] serve,others [50] useful,work [50] know,#flux [49] antreas_4,know Top Word Pairs in Tweet in G7:
[86] #nft,#nfts [48] #500x,#1000x [48] #metaverse,#gamefi [48] #web3,#nft [48] #hodling,#pump [48] #hodl,#hodling [48] #crypto,#cryptocurrency [48] #1000x,#1000xgem [48] #altcoin,#altcoins [48] #ai,#defi Top Word Pairs in Tweet in G8:
[24] #cloud,#cloudstrife [23] _,_ [22] _,ff [22] improve,drawing [22] best,continue [22] drawing,skills [22] continue,improve [22] ff,best [22] little,color [22] color,correction Top Word Pairs in Tweet in G9:
[19] #neuralnetworks,#machinelearning [19] books,#neuralnetworks [19] ebooks,100 [19] data,science [19] #machinelearning,#tensorflow [19] free,ebooks [19] free,data [19] science,books [19] 100,free [18] marcusborba,free Top Word Pairs in Tweet in G10:
[8] microsoft,azure [8] #azure,#cloud [7] demand,waning [7] focused,teaching [7] #microsoft,#cloud [7] students,create [7] #cloud,using [7] waning,plans [7] create,deploy [7] #ai,products Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: