The graph represents a network of 1,517 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, 25 October 2021 at 14:34 UTC.
The requested start date was Monday, 25 October 2021 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, 4-hour, 19-minute period from Thursday, 21 October 2021 at 19:38 UTC to Sunday, 24 October 2021 at 23:58 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 : 1517
Unique Edges : 1280
Edges With Duplicates : 14343
Total Edges : 15623
Number of Edge Types : 5
Retweet : 6448
MentionsInRetweet : 7382
Mentions : 532
Tweet : 1255
Replies to : 6
Self-Loops : 1407
Reciprocated Vertex Pair Ratio : 0.00938086303939963
Reciprocated Edge Ratio : 0.0185873605947955
Connected Components : 158
Single-Vertex Connected Components : 90
Maximum Vertices in a Connected Component : 1230
Maximum Edges in a Connected Component : 15214
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.888492
Graph Density : 0.00163755363575172
Modularity : 0.18378
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,517 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, 25 October 2021 at 14:34 UTC.
The requested start date was Monday, 25 October 2021 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, 4-hour, 19-minute period from Thursday, 21 October 2021 at 19:38 UTC to Sunday, 24 October 2021 at 23:58 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:
[3151] #bigdata,#analytics [1861] #analytics,#datascience [1437] #datascience,#ai [1381] #iot,#iiot [1375] #python,#rstats [1149] #machinelearning,#bigdata [1089] #infosec,#infosecurity [998] #infosecurity,#cybersecurity [930] #ai,#machinelearning [804] #rstats,#tensorflow Top Word Pairs in Tweet in G1:
[2434] #bigdata,#analytics [1431] #analytics,#datascience [1108] #iot,#iiot [1090] #python,#rstats [1089] #datascience,#ai [800] #machinelearning,#bigdata [779] #ai,#machinelearning [576] #rstats,#tensorflow [483] #iiot,#pytorch [449] #iiot,#python Top Word Pairs in Tweet in G2:
[244] #bigdata,#analytics [138] #analytics,#datascience [105] #datascience,#ai [97] #iot,#iiot [66] #python,#rstats [64] #ai,#iot [57] #ai,#digitaltransformation [57] #digitaltransformation,#datascience [55] #iiot,#pytorch [53] #cloud,#ai Top Word Pairs in Tweet in G3:
[1010] #infosec,#infosecurity [927] #infosecurity,#cybersecurity [502] #cybersecurity,#threatintel [375] #threatintel,#threatintelligence [354] #threatintelligence,#hacking [354] #hacking,#cybernews [354] #cybernews,#cyberattack [353] #cloudsecurity,#cloudcomputing [353] #cloudcomputing,#malware [352] #malware,#ransomware Top Word Pairs in Tweet in G4:
[350] #bigdata,#analytics [256] #machinelearning,#bigdata [222] #analytics,#datascience [193] #datascience,#ai [168] #python,#rstats [159] #rstats,#tensorflow [138] #iot,#iiot [137] #javascript,#reactjs [134] #iiot,#python [124] #programming,#coding Top Word Pairs in Tweet in G5:
[55] dak_flux,tj_trunk [54] #ama,dak_flux [54] tj_trunk,ali_malik_80 [51] join,saturday [51] saturday,#ama [51] ali_malik_80,win [51] win,flux [51] flux,oct [51] oct,23rd [51] 23rd,9am Top Word Pairs in Tweet in G6:
[20] #pytorch,#python [19] #dataanalytics,#machinelearning [19] #machinelearning,#bigdata [19] #bigdata,#datascience [19] #datascience,#pytorch [19] #python,#tensorflow [18] #100daysofcode,#dataanalytics [12] day,34 [12] 34,#100daysofcode [7] google,cloud Top Word Pairs in Tweet in G7:
[23] #cloud,#cloudcomputing [16] #cloudcomputing,#cloud [14] #devops,#cloud [13] #publiccloud,#cloudcomputing [12] forgeaheadio,#infographic [12] #cloud,#programming [11] #debian,#redhat [11] africanaffairs,playing [11] playing,african [11] african,affairs Top Word Pairs in Tweet in G8:
[16] #infosec,#infosecurity [15] #infosecurity,#cybersecurity [12] thank,tess [12] tess,hanna [12] hanna,cloudtechreview [12] cloudtechreview,naming [12] naming,architecting [12] architecting,cloud [12] cloud,computing [12] computing,solutions Top Word Pairs in Tweet in G9:
[9] gt,gt [3] #digital,#innovation [3] #leaders,#leadership [3] #leadership,#management [3] #cio,#cto [3] #cto,#cdo [3] #cdo,#ceo [3] #cloud,compliance [3] compliance,creates [3] creates,#value Top Word Pairs in Tweet in G10:
[9] know,resist [9] resist,lure [9] lure,showing [9] showing,bug [9] bug,busting [9] busting,skills [9] skills,winning [9] winning,prizes [9] prizes,pre [9] pre,register Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
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:
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: