The graph represents a network of 3,450 Twitter users whose tweets in the requested range contained "#cloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 18 September 2022 at 06:23 UTC.
The requested start date was Sunday, 18 September 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, 4-hour, 45-minute period from Thursday, 15 September 2022 at 19:15 UTC to Sunday, 18 September 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 : 3450
Unique Edges : 2514
Edges With Duplicates : 13003
Total Edges : 15517
Number of Edge Types : 5
Tweet : 2230
Retweet : 5195
MentionsInRetweet : 6437
Mentions : 1589
Replies to : 66
Self-Loops : 2483
Reciprocated Vertex Pair Ratio : 0.0164467005076142
Reciprocated Edge Ratio : 0.0323611666000799
Connected Components : 735
Single-Vertex Connected Components : 426
Maximum Vertices in a Connected Component : 1725
Maximum Edges in a Connected Component : 12527
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.876078
Graph Density : 0.00042070585466907
Modularity : 0.29789
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,450 Twitter users whose tweets in the requested range contained "#cloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 18 September 2022 at 06:23 UTC.
The requested start date was Sunday, 18 September 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, 4-hour, 45-minute period from Thursday, 15 September 2022 at 19:15 UTC to Sunday, 18 September 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 : #cloud
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:
[880] #cloud,#ai [878] #devops,#cloud [751] #ai,#hiring [683] #hiring,#webdev [617] #datascience,#bigdata [455] opening,remote [440] engineer,remote [424] devops,engineer [419] #machinelearning,#ai [416] #bigdata,#analytics Top Word Pairs in Tweet in G1:
[574] #datascience,#bigdata [394] #machinelearning,#ai [374] #bigdata,#analytics [371] #ai,#python [272] #ai,#datasecurity [238] #tech,#ai [229] #100daysofcode,#ai [224] #python,#datascience [221] #analytics,#bigdata [205] #ai,#datascience Top Word Pairs in Tweet in G2:
[32] #technology,#cloud [26] #sky,#cloud [23] #erp,#technology [20] learn,more [17] #nature,#outdoors [17] #clouderp,solution [16] free,#ebook [14] #aws,#cloud [13] #cloud,#sky [13] #accounting,#finance Top Word Pairs in Tweet in G3:
[43] devops,engineer [43] engineer,remote [43] remote,tech [43] tech,jobs [43] jobs,5000 [43] 5000,high [43] high,paying [43] paying,remote [43] remote,positions [39] positions,apply Top Word Pairs in Tweet in G4:
[121] pov,first [121] first,class [121] class,soldier [121] soldier,stumbled [121] stumbled,upon [121] upon,adorable [121] adorable,cadet [121] cadet,mission [121] mission,modeoheim [120] solarasona,pov Top Word Pairs in Tweet in G5:
[85] #saas,#cloud [85] #cloud,#logiciel [23] found,#cloud [23] #cloud,#torrent [23] seedrcoil,free [23] free,give [23] give,try [23] learn,more [22] #torrent,awesome [22] awesome,seedrcoil Top Word Pairs in Tweet in G6:
[97] #iot,#iiot [74] #iiot,#iotpl [56] #ai,#ml [33] #programming,#coding [29] #ml,#iot [28] #100daysofcode,#devcommunity [27] #bigdata,#analytics [27] #bigdata,#ai [25] #datascience,#ai [25] #python,#rstats Top Word Pairs in Tweet in G7:
[752] #devops,#cloud [728] #cloud,#ai [677] #ai,#hiring [630] #hiring,#webdev [396] opening,remote [353] engineer,remote [337] devops,engineer [318] remote,tech [318] tech,jobs [318] jobs,5000 Top Word Pairs in Tweet in G8:
[13] 2022,#devops [11] #devops,#cloud [9] september,17 [9] 17,2022 [9] characteristics,advanced [9] advanced,persistent [9] persistent,threats [9] threats,apts [9] apts,establish [9] establish,multiple Top Word Pairs in Tweet in G9:
[71] #tifa,#cloud [71] #cloud,#ff7r [70] see,high [70] high,magic [70] magic,stats [70] stats,walk [70] walk,#aerithgainsborough [70] #aerithgainsborough,#tifa [70] #ff7r,#finalfantasyvii [69] sayorichu,see Top Word Pairs in Tweet in G10:
[28] #sesnews,re [28] re,launching [28] launching,satellite [28] satellite,communications [28] communications,virtualisation [28] virtualisation,program [28] program,together [28] together,microsoft [28] microsoft,goal [27] ses_satellites,#sesnews Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: