The graph represents a network of 1,158 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, 21 November 2022 at 16:04 UTC.
The requested start date was Monday, 21 November 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 1-day, 5-hour, 0-minute period from Friday, 18 November 2022 at 23:40 UTC to Sunday, 20 November 2022 at 04:41 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 : 1158
Unique Edges : 687
Edges With Duplicates : 6099
Total Edges : 6786
Number of Edge Types : 5
Tweet : 611
Retweet : 2611
MentionsInRetweet : 3078
Mentions : 473
Replies to : 13
Self-Loops : 837
Reciprocated Vertex Pair Ratio : 0.00585417775412453
Reciprocated Edge Ratio : 0.0116402116402116
Connected Components : 157
Single-Vertex Connected Components : 102
Maximum Vertices in a Connected Component : 885
Maximum Edges in a Connected Component : 6300
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.887475
Graph Density : 0.00141065198991496
Modularity : 0.230089
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 1,158 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, 21 November 2022 at 16:04 UTC.
The requested start date was Monday, 21 November 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 1-day, 5-hour, 0-minute period from Friday, 18 November 2022 at 23:40 UTC to Sunday, 20 November 2022 at 04:41 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:
[1650] #bigdata,#analytics [1105] #analytics,#datascience [1101] #iot,#iiot [935] #datascience,#ai [882] #ai,#machinelearning [826] #python,#rstats [783] #machinelearning,#iot [549] #pytorch,#python [540] #rstats,#tensorflow [539] #analytics,#ai Top Word Pairs in Tweet in G1:
[904] #bigdata,#analytics [591] #analytics,#datascience [514] #datascience,#ai [489] #iot,#iiot [430] #ai,#machinelearning [392] #machinelearning,#iot [375] #python,#rstats [298] #analytics,#ai [296] #rstats,#tensorflow [277] #cybersecurity,#bigdata Top Word Pairs in Tweet in G2:
[394] #bigdata,#analytics [387] #iot,#iiot [382] #analytics,#datascience [312] #ai,#machinelearning [308] #datascience,#ai [301] #python,#rstats [286] #machinelearning,#iot [224] #pytorch,#python [222] #iiot,#pytorch [160] #rstats,#tensorflow Top Word Pairs in Tweet in G3:
[12] cloud,computing [12] #bigdata,#analytics [10] cheat,sheet [9] #analytics,#ai [9] path,cheat [9] linux,path [8] #cloudcomputing,#ux [8] #infosec,#cybersecurity [8] #pentesting,#oscp [8] #cybersecurity,#bigdata Top Word Pairs in Tweet in G4:
[108] #bigdata,#analytics [79] #cybersecurity,#bigdata [77] #sql,#cybersecurity [71] #analytics,#ai [70] #datascience,#sql [63] #ai,#iiot [56] #ml,#datascience [53] #aiethics,#machinelearning [48] sheraj99,css [44] part,#ml Top Word Pairs in Tweet in G5:
[127] #iot,#iiot [121] #ai,#ml [100] #iiot,#iotpl [87] #bigdata,#analytics [76] #programming,#coding [68] #datascience,#analytics [66] #analytics,#ai [66] #datascience,#bigdata [53] #ml,#machinelearning [52] #ai,#machinelearning Top Word Pairs in Tweet in G6:
[33] #bigdata,#analytics [31] tools,letsdotech_dev [31] terraform,vs [31] vs,ansible [31] letsdotech_dev,#devops [31] key,differences [31] comparison,tools [31] ansible,key [31] differences,comparison [31] mariuszmichaow3,terraform Top Word Pairs in Tweet in G7:
[48] flux,#flux [48] #flux,runonflux [28] #decentralized,#web3 [21] #node,desoprotocol [21] deso,#node [20] desoprotocol,flux [20] runonflux,18 [20] usd,stop [20] host,deso [20] flux,47 Top Word Pairs in Tweet in G8:
[83] cheat,sheet [76] #pentesting,#oscp [60] #infosec,#cybersecurity [59] linux,path [59] path,cheat [59] #bigdata,#analytics [55] #oscp,#informationsecurity [41] rsecuritytips,#pentesting [41] #cybe,rsecuritytips [38] #informationsecurity,#cissp Top Word Pairs in Tweet in G9:
[13] cloud,computing [6] productive,cudocompute [6] love,comparison [6] really,love [6] video,really [6] compare,cloud [6] cudocompute,compare [6] clearly,shows [6] great,video [6] comparison,clearly Top Word Pairs in Tweet in G10:
[46] #bigdata,#analytics [29] #cybersecurity,#bigdata [28] #analytics,#ai [25] #ai,#iiot [20] #machinelearning,#datascience [18] #analytics,#datascience [16] language,#machinelearning [16] #datascience,#cybersecurity [16] one,use [16] use,language Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G9:
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: