The graph represents a network of 5,241 Twitter users whose recent tweets contained "#Azure", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 17 November 2021 at 21:52 UTC.
The tweets in the network were tweeted over the 6-day, 21-hour, 3-minute period from Wednesday, 10 November 2021 at 23:24 UTC to Wednesday, 17 November 2021 at 20:28 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 : 5241
Unique Edges : 9829
Edges With Duplicates : 14074
Total Edges : 23903
Number of Edge Types : 5
Tweet : 4189
Mentions : 1802
Retweet : 12940
MentionsInRetweet : 4770
Replies to : 202
Self-Loops : 4255
Reciprocated Vertex Pair Ratio : 0.0247080397645015
Reciprocated Edge Ratio : 0.0482245455401714
Connected Components : 743
Single-Vertex Connected Components : 604
Maximum Vertices in a Connected Component : 4278
Maximum Edges in a Connected Component : 22749
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.794453
Graph Density : 0.000386595122718554
Modularity : 0.352977
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,241 Twitter users whose recent tweets contained "#Azure", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 17 November 2021 at 21:52 UTC.
The tweets in the network were tweeted over the 6-day, 21-hour, 3-minute period from Wednesday, 10 November 2021 at 23:24 UTC to Wednesday, 17 November 2021 at 20:28 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 : TwitterSearch
Graph Term : #Azure
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:
[4667] #iiot,#azure [4627] #python,#bigdata [4614] #tensorflow,#javascript [4608] #bigdata,#analytics [4562] #javascript,#reactjs [4515] #cpp,#java [4511] #rstats,#dotnet [4484] #analytics,#ai [4446] #ai,#datascience [4356] #iot,#iiot Top Word Pairs in Tweet in G1:
[4346] #iiot,#azure [4310] #python,#bigdata [4301] #tensorflow,#javascript [4291] #bigdata,#analytics [4248] #javascript,#reactjs [4207] #cpp,#java [4204] #rstats,#dotnet [4175] #analytics,#ai [4145] #ai,#datascience [4050] #iot,#iiot Top Word Pairs in Tweet in G2:
[161] sign,stay [161] stay,connected [160] connected,help [150] global,conditions [150] conditions,customer [150] customer,expectations [150] expectations,shifting [150] shifting,rapidly [150] rapidly,innovation [150] innovation,efficiency Top Word Pairs in Tweet in G3:
[104] omiossec_med,#azure [95] #microsoft,#msdevirl [90] #microsoft,#azure [88] #azure,#devops [87] #msdevirl,#azure [87] #azure,#developers [74] #aws,#azure [69] sign,stay [69] stay,connected [69] connected,help Top Word Pairs in Tweet in G4:
[215] azure,updates [211] updates,team [131] public,preview [109] general,availability [96] #azure,#cloud [87] available,azure [86] #microsoft,#azure [72] azure,virtual [72] asked,lot [72] lot,times Top Word Pairs in Tweet in G5:
[288] #aws,#azure [193] #azure,#gcp [145] #cloud,#aws [143] #microsoft,#azure [141] #cloudcomputing,#cloud [139] #python,#coding [135] #gcp,#python [133] #coding,#africa [133] #africa,#africans [133] #africans,africanaffairs Top Word Pairs in Tweet in G6:
[87] #iiot,#azure [86] #tensorflow,#javascript [85] #rstats,#dotnet [85] #javascript,#reactjs [84] #bigdata,#analytics [82] #cpp,#java [81] #iot,#iiot [81] #python,#bigdata [79] #coding,#100daysofcode [79] #analytics,#ai Top Word Pairs in Tweet in G7:
[28] edition,#azuretipsandtricks [26] #azuretipsandtricks,#azure [26] cloud,strategy [26] #microsoft,#azure [23] meet,cloud [23] strategy,architecture [23] architecture,needs [23] needs,organization [23] organization,guidance [23] guidance,everything Top Word Pairs in Tweet in G8:
[64] microsoft,#azure [63] learn,more [45] #microsoft,#azure [32] microsoft,azure [29] apps,#azure [28] sql,server [27] sign,stay [27] stay,connected [27] connected,help [27] open,source Top Word Pairs in Tweet in G9:
[176] をお召し上がりです,盛り付け [176] 盛り付け,味 [176] 味,提供時間 [176] 提供時間,接客 [176] 接客,4点満点中 [176] 4点満点中,#ebilab [176] #ebilab,#azure [176] #azure,ご感想 [176] ご感想,ご指摘 [67] てこねずし定食,をお召し上がりです Top Word Pairs in Tweet in G10:
[133] #microsoft,use [133] use,#azure [133] #azure,power [133] power,metaverse [133] metaverse,#mesh [133] #mesh,read [133] read,find Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: