The graph represents a network of 2,119 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 Tuesday, 03 November 2020 at 11:59 UTC.
The requested start date was Monday, 02 November 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 3-day, 15-hour, 5-minute period from Thursday, 29 October 2020 at 09:54 UTC to Monday, 02 November 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 : 2119
Unique Edges : 1415
Edges With Duplicates : 14666
Total Edges : 16081
Number of Edge Types : 5
Retweet : 5969
MentionsInRetweet : 7230
Tweet : 1466
Replies to : 137
Mentions : 1279
Self-Loops : 1569
Reciprocated Vertex Pair Ratio : 0.00812787862367922
Reciprocated Edge Ratio : 0.0161246976619188
Connected Components : 447
Single-Vertex Connected Components : 307
Maximum Vertices in a Connected Component : 1352
Maximum Edges in a Connected Component : 15007
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.851185
Graph Density : 0.000829092062863939
Modularity : 0.189075
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,119 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 Tuesday, 03 November 2020 at 11:59 UTC.
The requested start date was Monday, 02 November 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 3-day, 15-hour, 5-minute period from Thursday, 29 October 2020 at 09:54 UTC to Monday, 02 November 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:
[2779] #analytics,#datascience [2717] #bigdata,#analytics [2386] #iot,#iiot [2225] #datascience,#ai [1596] #ai,#machinelearning [1459] #machinelearning,#iot [1328] #iiot,#python [1175] #python,#rstats [489] #iiot,#pytorch [478] #ai,#iot Top Word Pairs in Tweet in G1:
[1641] #analytics,#datascience [1594] #bigdata,#analytics [1418] #iot,#iiot [1323] #datascience,#ai [942] #ai,#machinelearning [872] #machinelearning,#iot [725] #iiot,#python [693] #python,#rstats [340] #analytics,#machinelearning [305] machine,learning Top Word Pairs in Tweet in G2:
[720] #bigdata,#analytics [708] #analytics,#datascience [636] #iot,#iiot [569] #datascience,#ai [428] #iiot,#python [425] #ai,#machinelearning [390] #machinelearning,#iot [314] #python,#rstats [145] #iiot,#pytorch [137] #pytorch,#python Top Word Pairs in Tweet in G3:
[40] cloud,computing [29] #cloud,#cloudcomputing [26] #cloud,adoption [26] adoption,comes [26] comes,#cybersecurity [26] #cybersecurity,risks [26] risks,such [26] such,gartner [26] gartner,forecasts [26] forecasts,enterprises Top Word Pairs in Tweet in G4:
[75] #analytics,#datascience [64] #deeplearning,#analytics [60] #datascience,#ai [52] #iot,#iiot [47] #bigdata,#analytics [43] #ai,#machinelearning [37] #machinelearning,#iot [37] #cloud,#cloudcomputing [34] machine,learning [34] #python,#rstats Top Word Pairs in Tweet in G5:
[232] #bigdata,#analytics [218] #analytics,#datascience [182] #iot,#iiot [163] #datascience,#ai [121] #ai,#machinelearning [103] #machinelearning,#iot [89] #python,#rstats [86] #iiot,#python [54] #debian,#redhat [49] #analytics,#machinelearning Top Word Pairs in Tweet in G6:
[263] #cybersecurity,#digital [204] #digital,#hackers [141] #hackers,#infosec [85] #infosec,reach2ratan [58] reach2ratan,#malware [55] #malware,#cloud [55] #cloud,#cloudsecurity [55] #cloudsecurity,#dataprotection [55] #dataprotection,#privacy [55] #privacy,#infosec Top Word Pairs in Tweet in G7:
[109] read,more [87] #bleepingcomputer,blog [82] cloud,computing [46] #xentegra,#bleepingcomputer [45] more,#aws [42] #aws,#cloud [40] #cloud,#cloudcomputing [31] more,#cloudcomputing [28] #cloudcomputing,#copyright [26] #cloudcomputing,#computers Top Word Pairs in Tweet in G8:
[30] #cloudcomputing,#bigdataanalytics [30] #bigdataanalytics,further [30] further,strengthen [30] strengthen,high [30] high,performance [30] performance,computing [30] computing,bring [30] bring,paradigm [30] paradigm,shift [30] shift,drug Top Word Pairs in Tweet in G9:
[18] #deeplearning,#analytics [10] #analytics,#datascience [8] newsupdatesngr,udemy [5] join,november [5] november,17th [5] 17th,learn [5] learn,18 [5] 18,week [5] week,technical [5] technical,bootcamp Top Word Pairs in Tweet in G10:
[13] #cloudcomputing,#amazon [12] bylilyv,#it [12] #it,#certified [12] #certified,one [12] one,lesson [12] lesson,four [12] four,#aws [12] #aws,certificates [12] certificates,enrol [12] enrol,#cloudcomputing Top Replied-To in Entire Graph:
Top Replied-To in G1:
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: