The graph represents a network of 2,382 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 04 April 2022 at 14:56 UTC.
The requested start date was Monday, 04 April 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 3-day, 12-hour, 24-minute period from Thursday, 31 March 2022 at 11:36 UTC to Monday, 04 April 2022 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 : 2382
Unique Edges : 1467
Edges With Duplicates : 13336
Total Edges : 14803
Number of Edge Types : 5
Retweet : 5349
MentionsInRetweet : 6262
Tweet : 2123
Mentions : 1024
Replies to : 45
Self-Loops : 2242
Reciprocated Vertex Pair Ratio : 0.0176610978520286
Reciprocated Edge Ratio : 0.0347091932457786
Connected Components : 319
Single-Vertex Connected Components : 188
Maximum Vertices in a Connected Component : 1748
Maximum Edges in a Connected Component : 13531
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.320968
Graph Density : 0.000751823754456901
Modularity : 0.23452
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,382 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 04 April 2022 at 14:56 UTC.
The requested start date was Monday, 04 April 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 3-day, 12-hour, 24-minute period from Thursday, 31 March 2022 at 11:36 UTC to Monday, 04 April 2022 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 : #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:
[1920] #bigdata,#analytics [1259] #analytics,#datascience [1236] #iot,#iiot [1085] #infosec,#infosecurity [1085] #infosecurity,#cybersecurity [1085] #cybersecurity,#threatintel [1001] #datascience,#ai [850] #threatintel,#threatintelligence [824] #python,#rstats [799] #threatintelligence,#hacking Top Word Pairs in Tweet in G1:
[1142] #bigdata,#analytics [772] #analytics,#datascience [738] #iot,#iiot [602] #datascience,#ai [450] #python,#rstats [434] #ai,#machinelearning [389] #machinelearning,#iot [381] #analytics,#ai [364] #ml,#dl [346] #cybersecurity,#linux Top Word Pairs in Tweet in G2:
[84] #bigdata,#analytics [71] #analytics,#datascience [64] #iot,#iiot [62] #datascience,#ai [59] #ai,#machinelearning [54] #python,#rstats [51] #pytorch,#python [48] #iiot,#pytorch [46] cheat,sheet [44] #machinelearning,#iot Top Word Pairs in Tweet in G3:
[544] #bigdata,#analytics [364] #iot,#iiot [334] #analytics,#datascience [275] #python,#rstats [270] #datascience,#ai [237] #ai,#machinelearning [219] #machinelearning,#iot [211] #bigdata,#seo [209] #analytics,#ai [203] #seo,#google Top Word Pairs in Tweet in G4:
[572] #web3,#blockchain [568] flux,#web3 [567] #blockchain,#cripto [567] #cripto,#tecnologia [567] #tecnologia,#decentralized [567] #decentralized,#crypto [567] #crypto,#listing [567] #listing,#newlisting [567] #newlisting,#altcoin [567] #altcoin,#cloudcomputing Top Word Pairs in Tweet in G5:
[27] cloud,computing [18] #cloud,#cloudcomputing [16] #cloudcomputing,#cloud [10] cloud,security [8] read,more [7] #backup,#cloudcomputing [6] #cloudsecurity,#cloudcomputing [6] #tech,#cloudcomputing [6] #aws,#cloudcomputing [6] #serviciotecnico,#telefonia Top Word Pairs in Tweet in G6:
[50] #cloud,#cloudcomputing [43] #software,#windows [40] #windows,#linux [39] #debian,#redhat [37] #devops,#programming [37] #linux,#macos [33] #macos,#microsoftedge [31] #redhat,#centos [31] #microsoftedge,#computers [31] cost,savings Top Word Pairs in Tweet in G7:
[966] #infosec,#infosecurity [966] #infosecurity,#cybersecurity [966] #cybersecurity,#threatintel [811] #threatintel,#threatintelligence [776] #threatintelligence,#hacking [750] #hacking,#cybernews [746] #cloudcomputing,#malware [742] #malware,#ransomware [733] #cybernews,#cyberattack [724] #cloudsecurity,#cloudcomputing Top Word Pairs in Tweet in G8:
[81] #datascience,#python [81] #python,#programming [75] #ai,#datascience [62] #programming,#cloudcomputing [62] #artificialintelligence,#ai [58] #analytics,#data [40] #data,#flutter [37] #cloudcomputing,#ai [34] #ai,#analytics [33] #bigdata,#analytics Top Word Pairs in Tweet in G9:
[23] cudos_',#growing [23] #growing,#ecosystem [23] #ecosystem,epitome [23] epitome,#decentralised [23] #decentralised,#collaboration [23] #collaboration,many [23] many,#partners [23] #partners,count [23] count,tell [22] cudos_,cudos_' Top Word Pairs in Tweet in G10:
[21] #bigdata,#analytics [14] #analytics,#datascience [12] #datascience,#ai [9] #iot,#iiot [7] #analytics,#ai [6] amazon,web [6] #sql,#cybersecurity [6] #cybersecurity,#linux [6] #linux,#mlops [6] #mlops,#python Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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: