The graph represents a network of 2,085 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, 17 October 2022 at 15:12 UTC.
The requested start date was Monday, 17 October 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, 10-hour, 26-minute period from Friday, 14 October 2022 at 13:27 UTC to Sunday, 16 October 2022 at 23:53 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 : 2085
Unique Edges : 1230
Edges With Duplicates : 14266
Total Edges : 15496
Number of Edge Types : 5
Retweet : 6234
MentionsInRetweet : 6847
Tweet : 1586
Mentions : 817
Replies to : 12
Self-Loops : 1951
Reciprocated Vertex Pair Ratio : 0.010718954248366
Reciprocated Edge Ratio : 0.0212105535437144
Connected Components : 282
Single-Vertex Connected Components : 182
Maximum Vertices in a Connected Component : 1563
Maximum Edges in a Connected Component : 14656
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.900988
Graph Density : 0.000889729674993211
Modularity : 0.196764
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 2,085 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, 17 October 2022 at 15:12 UTC.
The requested start date was Monday, 17 October 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, 10-hour, 26-minute period from Friday, 14 October 2022 at 13:27 UTC to Sunday, 16 October 2022 at 23:53 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:
[4570] #bigdata,#analytics [3261] #analytics,#datascience [2908] #iot,#iiot [2744] #datascience,#ai [2354] #python,#rstats [2218] #ai,#machinelearning [1939] #iiot,#python [1885] #machinelearning,#iot [1214] #analytics,#ai [1110] #rstats,#tensorflow Top Word Pairs in Tweet in G1:
[3841] #bigdata,#analytics [2706] #analytics,#datascience [2384] #iot,#iiot [2305] #datascience,#ai [2006] #python,#rstats [1802] #ai,#machinelearning [1783] #iiot,#python [1606] #machinelearning,#iot [1057] #analytics,#ai [943] #rstats,#tensorflow Top Word Pairs in Tweet in G2:
[34] #pentesting,#oscp [33] #networking,#networksecurity [32] #networksecurity,#cheatsheet [32] #cheatsheet,#cloudcomputing [31] #cybersec,#networking [31] #cissp,#cybersec [30] linux,path [30] #cloudcomputing,#vulnerabilities [30] #vulnerabilities,#linux [28] path,cheat Top Word Pairs in Tweet in G3:
[58] #bigdata,#analytics [46] #iot,#iiot [39] #analytics,#datascience [39] #ai,#machinelearning [38] #machinelearning,#iot [34] cheat,sheet [33] #datascience,#ai [32] #iiot,#python [29] ingliguori,#machinelearning [26] #python,#rstats Top Word Pairs in Tweet in G4:
[95] #cicd,#k8s [95] #sysadmin,#automation [95] #kubernetes,#cicd [95] #linux,#docker [95] #docker,#sysadmin [95] #devops,#devsecops [95] #k8s,#linux [95] #devsecops,#kubernetes [90] cheat,sheet [90] #automation,#technology Top Word Pairs in Tweet in G5:
[305] #iot,#iiot [272] #bigdata,#analytics [259] #iiot,#iotpl [202] #analytics,#datascience [195] #machinelearning,#ml [163] #programming,#coding [142] #rpa,#nlp [138] #ai,#machinelearning [134] #coding,#100daysofcode [121] #datascience,#ai Top Word Pairs in Tweet in G6:
[261] #bigdata,#analytics [215] #analytics,#datascience [201] #datascience,#ai [191] #ai,#machinelearning [185] #python,#rstats [178] #machinelearning,#iot [149] #pytorch,#python [111] #iot,#iiot [108] #rstats,#tensorflow [102] cheat,sheet Top Word Pairs in Tweet in G7:
[55] #bigdata,#analytics [45] #analytics,#datascience [43] #cloudcomputing,#ux [39] #datascience,#ai [37] 56,06 [37] systems,available [37] 520,56 [37] display,driver [37] 06,display [37] linux,systems Top Word Pairs in Tweet in G8:
[30] #cloudcomputing,cc [29] #iot,#5g [28] wef,#emergingtech [28] #emergingtech,#iot [28] times,faster [28] make,computer [28] 1000,times [28] graphene,make [28] faster,wef [28] #innovation,#cloudcomputing Top Word Pairs in Tweet in G9:
[57] #machinelearning,#python [52] #python,#programming [52] #programming,#cloudcomputing [50] #datascience,#machinelearning [43] #infosec,#cybersecurity [41] #pentesting,#oscp [41] #oscp,#informationsecurity [41] #cybersecuritytips,#pentesting [40] #ai,#analytics [40] #cloudcomputing,#ai Top Word Pairs in Tweet in G10:
[39] #googlecloud,#google [39] #startup,#startups [39] #startups,#googlecloud [19] martinhoyes,#startup [10] #cloudcomputing,#aws [10] #fintech,#tech [10] #hr,#cloudcomputing [10] #business,#fintech [10] #ai,#seo [10] #aws,#remote 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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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: