The graph represents a network of 2,812 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, 12 December 2022 at 16:15 UTC.
The requested start date was Monday, 12 December 2022 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 4-day, 0-hour, 51-minute period from Thursday, 08 December 2022 at 00:05 UTC to Monday, 12 December 2022 at 00:57 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 : 2812
Unique Edges : 1772
Edges With Duplicates : 13075
Total Edges : 14847
Number of Edge Types : 5
Retweet : 5272
MentionsInRetweet : 5985
Mentions : 1332
Tweet : 2237
Replies to : 21
Self-Loops : 2861
Reciprocated Vertex Pair Ratio : 0.0156833457804332
Reciprocated Edge Ratio : 0.0308823529411765
Connected Components : 498
Single-Vertex Connected Components : 351
Maximum Vertices in a Connected Component : 1975
Maximum Edges in a Connected Component : 13430
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.086766
Graph Density : 0.000516159590472908
Modularity : 0.231829
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,812 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, 12 December 2022 at 16:15 UTC.
The requested start date was Monday, 12 December 2022 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 4-day, 0-hour, 51-minute period from Thursday, 08 December 2022 at 00:05 UTC to Monday, 12 December 2022 at 00:57 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:
[3333] #bigdata,#analytics [2431] #analytics,#datascience [2020] #python,#rstats [1911] #iot,#iiot [1549] #iiot,#python [1507] #datascience,#ai [1460] #ai,#machinelearning [1222] #machinelearning,#iot [1211] #rstats,#tensorflow [935] #analytics,#ai Top Word Pairs in Tweet in G1:
[53] #cloud,#cloudcomputing [42] cloud,computing [20] #cloudcomputing,#amazonwebservices [19] #networking,#networksecurity [19] #aws,#awsblog [19] #vulnerabilities,#linux [18] #bigdata,#analytics [18] #cloudcomputing,#serverless [17] #networksecurity,#cheatsheet [17] #cybersec,#networking Top Word Pairs in Tweet in G2:
[998] #bigdata,#analytics [952] #analytics,#datascience [917] #iot,#iiot [824] #python,#rstats [623] #datascience,#ai [619] #ai,#machinelearning [612] #machinelearning,#iot [492] #iiot,#pytorch [470] #pytorch,#python [460] #rstats,#tensorflow Top Word Pairs in Tweet in G3:
[930] #bigdata,#analytics [595] #analytics,#datascience [538] #iiot,#python [425] #python,#rstats [332] #rstats,#tensorflow [319] #cybersecurity,#bigdata [318] #analytics,#ai [287] #machinelearning,#datascience [278] #ai,#iiot [275] #sql,#cybersecurity Top Word Pairs in Tweet in G4:
[417] #bigdata,#analytics [357] #analytics,#datascience [185] #python,#javascript [185] #iot,#iiot [171] #ai,#machinelearning [168] #datascience,#iot [166] #datascience,#ai [161] #javascript,#tensorflow [159] #iiot,#python [157] #python,#rstats Top Word Pairs in Tweet in G5:
[372] #bigdata,#analytics [299] #python,#rstats [287] #cybersecurity,#hacker [258] #pentesting,#oscp [256] cheat,sheet [244] #analytics,#ai [234] #hacker,#infosec [232] #oscp,#informationsecurity [232] #datascience,#ai [229] #infosec,#cybersecurity Top Word Pairs in Tweet in G6:
[157] #bigdata,#analytics [122] #analytics,#datascience [96] #python,#rstats [80] #iiot,#python [77] #datascience,#ai [70] #machinelearning,#iot [69] #ai,#machinelearning [66] #cloud,#cloudcomputing [64] #iot,#iiot [53] #analytics,#ai Top Word Pairs in Tweet in G7:
[283] #bigdata,#analytics [272] #iot,#iiot [252] #ai,#ml [231] #iiot,#iotpl [163] #analytics,#ai [163] #datascience,#bigdata [163] #datascience,#analytics [148] #programming,#coding [124] #ai,#machinelearning [117] #analytics,#bigdata Top Word Pairs in Tweet in G8:
[38] #bigdata,#analytics [28] #analytics,#datascience [25] #iiot,#python [22] #python,#rstats [15] #iot,#iiot [15] #datascience,#ai [12] #ai,#machinelearning [12] #machinelearning,#iot [11] antgrasso,#cloudcomputing [11] #python,#javascript Top Word Pairs in Tweet in G9:
[90] #docker,#sysadmin [90] #sysadmin,#automation [90] #k8s,#linux [90] #linux,#docker [90] #kubernetes,#cicd [90] #devsecops,#kubernetes [90] #cicd,#k8s [90] #devops,#devsecops [80] #automation,#technology [78] cheat,sheet Top Word Pairs in Tweet in G10:
[47] #bigdata,#analytics [41] #python,#rstats [39] #analytics,#datascience [32] #cloud,#cloudcomputing [29] #datascience,#ai [29] #ai,#machinelearning [28] #iot,#iiot [23] #machinelearning,#iot [22] #iiot,#python [22] #rstats,#tensorflow Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G6:
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: