The graph represents a network of 2,251 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, 13 June 2022 at 15:09 UTC.
The requested start date was Monday, 13 June 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 2-day, 5-hour, 38-minute period from Friday, 10 June 2022 at 18:22 UTC to Monday, 13 June 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 : 2251
Unique Edges : 1020
Edges With Duplicates : 14136
Total Edges : 15156
Number of Edge Types : 5
Retweet : 6349
MentionsInRetweet : 7011
Tweet : 1300
Mentions : 486
Replies to : 10
Self-Loops : 1365
Reciprocated Vertex Pair Ratio : 0.00569216757741348
Reciprocated Edge Ratio : 0.0113199003848766
Connected Components : 183
Single-Vertex Connected Components : 122
Maximum Vertices in a Connected Component : 1933
Maximum Edges in a Connected Component : 14622
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.835809
Graph Density : 0.000872106224394096
Modularity : 0.211942
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,251 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, 13 June 2022 at 15:09 UTC.
The requested start date was Monday, 13 June 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 2-day, 5-hour, 38-minute period from Friday, 10 June 2022 at 18:22 UTC to Monday, 13 June 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:
[4723] #bigdata,#analytics [2518] #analytics,#ai [2457] #machinelearning,#datascience [2021] #cybersecurity,#bigdata [1998] #iiot,#python [1973] #python,#rstats [1880] #datascience,#sql [1853] #ai,#iiot [1729] #sql,#cybersecurity [1711] #analytics,#datascience Top Word Pairs in Tweet in G1:
[2438] #bigdata,#analytics [1528] #machinelearning,#datascience [1189] #analytics,#ai [1005] #datascience,#sql [951] #python,#rstats [941] #cybersecurity,#bigdata [931] #sql,#cybersecurity [896] #iiot,#python [868] #analytics,#datascience [765] #ai,#iiot Top Word Pairs in Tweet in G2:
[535] #bigdata,#analytics [471] #analytics,#ai [456] #ai,#iiot [430] #cybersecurity,#bigdata [265] #datascience,#sql [240] #sql,#cybersecurity [239] #machinelearning,#datascience [237] #iiot,#python [205] #python,#rstats [190] #datascience,#cybersecurity Top Word Pairs in Tweet in G3:
[608] #bigdata,#analytics [350] #analytics,#ai [298] #iot,#iiot [294] #iiot,#python [256] #machinelearning,#datascience [253] #datascience,#sql [233] #cybersecurity,#bigdata [233] #ai,#iiot [232] #python,#rstats [218] #sql,#cybersecurity Top Word Pairs in Tweet in G4:
[522] #bigdata,#analytics [318] #python,#rstats [303] #analytics,#datascience [295] #iot,#iiot [282] #iiot,#python [258] #datascience,#ai [195] #analytics,#ai [185] #ai,#machinelearning [178] #machinelearning,#iot [177] #machinelearning,#datascience Top Word Pairs in Tweet in G5:
[227] #bigdata,#analytics [144] #iot,#iiot [134] #analytics,#datascience [114] #datascience,#ai [93] #python,#rstats [87] #iiot,#python [82] #analytics,#ai [82] data,management [81] #machinelearning,#iot [78] #ai,#machinelearning Top Word Pairs in Tweet in G6:
[25] playing,african [25] african,affairs [25] affairs,radio [14] cloud,computing [10] #cloud,#cloudcomputing [10] cloud,migration [7] #cloudcomputing,#cloud [7] #whizlabschallengeleague,4th [7] 4th,#aws [7] #aws,challenge Top Word Pairs in Tweet in G7:
[81] #bigdata,#analytics [54] #iot,#iiot [42] #analytics,#ai [36] #machinelearning,#datascience [34] #analytics,#datascience [33] #ai,#iot [33] #python,#rstats [32] #iiot,#python [30] #datascience,#sql [29] don,evil Top Word Pairs in Tweet in G8:
[148] #bigdata,#analytics [124] #analytics,#ai [115] #cybersecurity,#bigdata [114] #ai,#iiot [111] #iiot,#python [108] #machinelearning,#datascience [97] #python,#rstats [75] #datascience,#sql [74] #sql,#cybersecurity [41] #datascience,#cybersecurity Top Word Pairs in Tweet in G9:
[86] #kubernetes,#cicd [86] #cicd,#k8s [86] #k8s,#linux [86] #linux,#docker [86] #docker,#sysadmin [86] #sysadmin,#automation [86] #automation,#technology [85] cheatsheet,#devops [83] #devops,#devsecops [83] #devsecops,#kubernetes Top Word Pairs in Tweet in G10:
[94] #bigdata,#analytics [75] #iot,#iiot [72] #analytics,#datascience [69] #datascience,#ai [68] #ai,#machinelearning [68] #machinelearning,#iot [50] #iiot,#pytho [48] free,book [48] book,available [48] available,#bigdata Top Replied-To in Entire Graph:
Top Replied-To in G1:
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: