The graph represents a network of 2,097 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, 22 August 2022 at 15:09 UTC.
The requested start date was Monday, 22 August 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, 4-hour, 29-minute period from Thursday, 18 August 2022 at 19:28 UTC to Sunday, 21 August 2022 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 : 2097
Unique Edges : 1260
Edges With Duplicates : 13681
Total Edges : 14941
Number of Edge Types : 5
Retweet : 6092
MentionsInRetweet : 6826
Tweet : 1608
Mentions : 397
Replies to : 18
Self-Loops : 1683
Reciprocated Vertex Pair Ratio : 0.00466028942850135
Reciprocated Edge Ratio : 0.00927734375
Connected Components : 322
Single-Vertex Connected Components : 223
Maximum Vertices in a Connected Component : 1584
Maximum Edges in a Connected Component : 14162
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.165908
Graph Density : 0.000931901990120383
Modularity : 0.218737
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,097 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, 22 August 2022 at 15:09 UTC.
The requested start date was Monday, 22 August 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, 4-hour, 29-minute period from Thursday, 18 August 2022 at 19:28 UTC to Sunday, 21 August 2022 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:
[4203] #bigdata,#analytics [2089] #analytics,#datascience [1887] #python,#rstats [1716] #iiot,#python [1559] #analytics,#ai [1520] #iot,#iiot [1482] #cybersecurity,#bigdata [1472] #ai,#machinelearning [1455] #datascience,#ai [1385] #sql,#cybersecurity Top Word Pairs in Tweet in G1:
[2763] #bigdata,#analytics [1344] #analytics,#datascience [1139] #python,#rstats [1044] #analytics,#ai [1015] #iiot,#python [991] #cybersecurity,#bigdata [985] #ai,#machinelearning [943] #ai,#iiot [925] #sql,#cybersecurity [893] #datascience,#sql Top Word Pairs in Tweet in G2:
[23] cloud,computing [14] playing,african [14] african,affairs [14] affairs,radio [13] #cloud,#cloudcomputing [12] linux,path [12] path,cheat [12] cheat,sheet [12] #infosec,#cybersecurity [12] #pentesting,#oscp Top Word Pairs in Tweet in G3:
[373] #bigdata,#analytics [340] #analytics,#datascience [322] #iot,#iiot [309] #python,#rstats [240] #ai,#machinelearning [234] #datascience,#ai [216] #machinelearning,#iot [196] #iiot,#python [166] #rstats,#tensorflow [145] #pytorch,#python Top Word Pairs in Tweet in G4:
[43] #web3,# [42] guy,doing [42] doing,crazy [42] crazy,things [42] things,shotsbymatta_ [42] shotsbymatta_,seen [42] seen,latest [42] latest,video [42] video,great [42] great,#web3 Top Word Pairs in Tweet in G5:
[291] #bigdata,#analytics [203] #cybersecurity,#bigdata [203] #analytics,#ai [199] #iiot,#python [186] #ai,#iiot [176] #sql,#cybersecurity [172] #datascience,#sql [169] #machinelearning,#datascience [159] #python,#rstats [68] #analytics,#datascience Top Word Pairs in Tweet in G6:
[36] #ai,#machinelearning [34] #bigdata,#analytics [26] #analytics,#datascience [23] gt,gt [21] #datascience,#ai [19] #iot,#iiot [18] #machinelearning,#iot [16] #python,#rstats [15] trillion,dollar [15] dollar,paradoxical Top Word Pairs in Tweet in G7:
[87] #bigdata,#analytics [42] ingliguori,#infographic [39] #analytics,#ai [32] #analytics,#datascience [30] #infographic,#machinelearning [30] ingliguori,#deeplearning [30] #deeplearning,#ai [30] #ai,#digitaltransformation [29] #ai,#machinelearning [28] #iiot,#python Top Word Pairs in Tweet in G8:
[226] #bigdata,#analytics [131] #analytics,#ai [130] #cybersecurity,#bigdata [129] #sql,#cybersecurity [128] #datascience,#sql [119] #ai,#iiot [114] #machinelearning,#datascience [80] #analytics,#datascience [62] #python,#rstats [61] #datascience,#ai Top Word Pairs in Tweet in G9:
[111] cheat,sheet [109] #infosec,#cybersecurity [109] #pentesting,#oscp [103] #oscp,#informationsecurity [96] linux,path [96] path,cheat [90] #cybersecurity,#cybersecuritytips [90] #cybersecuritytips,#pentesting [84] #informationsecurity,#cissp [75] sheet,#infosec Top Word Pairs in Tweet in G10:
[289] #bigdata,#analytics [219] #machinelearning,#bigdata [147] #analytics,#datascience [127] #datascience,#ai [117] #iot,#iiot [114] #python,#rstats [107] #iiot,#python [90] #ai,#iot [88] #rstats,#tensorflow [79] #tensorflow,#java Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
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: