The graph represents a network of 1,522 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, 14 December 2020 at 13:04 UTC.
The requested start date was Monday, 14 December 2020 at 01:01 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, 2-hour, 17-minute period from Friday, 11 December 2020 at 22:43 UTC to Monday, 14 December 2020 at 01:00 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 : 1522
Unique Edges : 1181
Edges With Duplicates : 13983
Total Edges : 15164
Number of Edge Types : 5
Retweet : 6247
MentionsInRetweet : 7034
Tweet : 1396
Mentions : 471
Replies to : 16
Self-Loops : 1497
Reciprocated Vertex Pair Ratio : 0.00529256101146722
Reciprocated Edge Ratio : 0.0105293945598128
Connected Components : 277
Single-Vertex Connected Components : 199
Maximum Vertices in a Connected Component : 1091
Maximum Edges in a Connected Component : 14560
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.808783
Graph Density : 0.00147691409189438
Modularity : 0.177934
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,522 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, 14 December 2020 at 13:04 UTC.
The requested start date was Monday, 14 December 2020 at 01:01 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, 2-hour, 17-minute period from Friday, 11 December 2020 at 22:43 UTC to Monday, 14 December 2020 at 01:00 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:
[3331] #bigdata,#analytics [3112] #analytics,#datascience [2496] #datascience,#ai [2435] #iot,#iiot [1860] #ai,#machinelearning [1540] #machinelearning,#iot [1479] #python,#rstats [1117] #iiot,#python [745] #iiot,#pytorch [741] #pytorch,#python Top Word Pairs in Tweet in G1:
[2468] #bigdata,#analytics [2293] #analytics,#datascience [1854] #datascience,#ai [1737] #iot,#iiot [1366] #ai,#machinelearning [1114] #machinelearning,#iot [1082] #python,#rstats [790] #iiot,#python [509] #iiot,#pytorch [506] #pytorch,#python Top Word Pairs in Tweet in G2:
[672] #bigdata,#analytics [640] #analytics,#datascience [557] #iot,#iiot [495] #datascience,#ai [388] #ai,#machinelearning [344] #machinelearning,#iot [317] #python,#rstats [268] #iiot,#python [195] #pytorch,#python [194] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[117] #bigdata,#analytics [114] #analytics,#datascience [96] #datascience,#ai [83] #iot,#iiot [69] #ai,#machinelearning [55] #machinelearning,#iot [53] #python,#rstats [52] #cybersecurity,#digital [41] #iiot,#python [41] #digital,#hackers Top Word Pairs in Tweet in G4:
[58] #cudos,#cloudcomputing [23] cloud,computing [11] #cloud,#cloudcomputing [6] free,cloud [6] #digitalindia,#cloudcomputing [5] cloud,native [5] #cloudcomputing,#cudos [4] read,more [4] google,cloud [4] ideal,back Top Word Pairs in Tweet in G5:
[447] #cybersecurity,#digital [358] #digital,#hackers [278] #hackers,#infosec [196] #infosec,reach2ratan [163] reach2ratan,#malware [151] #malware,#cloud [150] #cloud,#cloudsecurity [146] #cloudsecurity,#dataprotection [146] #dataprotection,#privacy [146] #privacy,#infosec Top Word Pairs in Tweet in G6:
[16] cutting,edge [15] join,ghost [15] ghost,robotics [15] robotics,awscloud [15] awscloud,telecoms [15] telecoms,team [15] team,#reinvent [15] #reinvent,learn [15] learn,more [15] more,tlc Top Word Pairs in Tweet in G7:
[42] #it,#certified [42] #certified,one [42] one,lesson [42] lesson,four [42] four,#aws [42] #aws,certificates [42] certificates,enrol [42] enrol,#cloudcomputing [42] #cloudcomputing,#amazon [29] #amazon,#cloud Top Word Pairs in Tweet in G8:
[6] gt,gt [4] artificial,intelligence [4] intelligence,software [4] software,market [4] market,reach [4] reach,89 [4] 89,billion [4] billion,annual [4] annual,worldwide [4] worldwide,revenue Top Word Pairs in Tweet in G9:
[22] #bigdata,#analytics [19] artificial,intelligence [18] #analytics,#datascience [16] #iot,#iiot [16] #datascience,#artificialintelligence [14] #datascience,#ai [14] word,day [14] day,artificial [14] intelligence,check [14] check,apparel Top Word Pairs in Tweet in G10:
[25] partnership,announcement [25] announcement,partnership [25] partnership,freshly [25] freshly,inked [25] inked,between [25] between,look [24] cudos_,partnership [20] #cudos,#cloudcomputing Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: