The graph represents a network of 4,636 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, 04 December 2022 at 07:24 UTC.
The requested start date was Sunday, 04 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 2-day, 7-hour, 46-minute period from Thursday, 01 December 2022 at 17:12 UTC to Sunday, 04 December 2022 at 00:58 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 : 4636
Unique Edges : 3659
Edges With Duplicates : 12057
Total Edges : 15716
Number of Edge Types : 5
Retweet : 4001
MentionsInRetweet : 5592
Tweet : 2836
Replies to : 95
Mentions : 3192
Self-Loops : 3224
Reciprocated Vertex Pair Ratio : 0.0247524752475248
Reciprocated Edge Ratio : 0.0483091787439614
Connected Components : 1272
Single-Vertex Connected Components : 803
Maximum Vertices in a Connected Component : 2116
Maximum Edges in a Connected Component : 11251
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.821758
Graph Density : 0.000269733700796636
Modularity : 0.349199
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,636 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, 04 December 2022 at 07:24 UTC.
The requested start date was Sunday, 04 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 2-day, 7-hour, 46-minute period from Thursday, 01 December 2022 at 17:12 UTC to Sunday, 04 December 2022 at 00:58 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 : #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:
[470] #ai,#machinelearning [430] #bigdata,#analytics [387] jblefevre60,#reinvent [364] #analytics,#datascience [363] #machinelearning,#cloud [358] #bigdata,#cloud [334] #javascript,#tensorflow [330] #iiot,#python [323] #python,#javascript [323] #datascience,#iiot Top Word Pairs in Tweet in G1:
[84] #saas,#cloud [78] #cloud,#logiciel [55] #business,#cloud [50] #cloud,#migrate [44] #sky,#cloud [39] #cloud,#cloudcomputing [33] #technology,#cloud [29] free,#ebook [26] #cloud,#sky [25] #cloud,#clouderp Top Word Pairs in Tweet in G2:
[414] #ai,#machinelearning [362] #bigdata,#analytics [338] jblefevre60,#reinvent [327] #machinelearning,#cloud [326] #analytics,#datascience [301] #5g,#ai [300] #iiot,#python [297] #datascience,#iiot [291] #ai,#analytics [288] #python,#javascript Top Word Pairs in Tweet in G3:
[36] jblefevre60,#reinvent [28] #ai,#machinelearning [25] #machinelearning,#cloud [24] re,invent [23] aws,re [19] #5g,#cloud [18] #cloud,#technology [17] #aws,#awsreinvent2022 [15] please,contact [15] salesforce,expanded Top Word Pairs in Tweet in G4:
[54] #devops,#devsecops [46] #machinelearning,#ai [44] #bigdata,#cloud [44] #cybersecurity,#cybersecuritytips [43] #pentesting,#oscp [43] aws,penetration [43] #cybersecuritytips,#pentesting [43] testing,checklist [43] checklist,#infosec [43] penetration,testing Top Word Pairs in Tweet in G5:
[112] #tifa,#cloud [100] #zack,#aerith [91] #cloud,#ff7ccr [91] #ff7ccr,#zack [91] #crisiscorereunion,#tifa [90] _xainaa,#crisiscorereunion [24] #ff7r,#finalfantasy [19] #cloud,#finalfantasyphotofriday [19] #aerith,#tifa [19] ready,ghost Top Word Pairs in Tweet in G6:
[30] please,contact [30] details,please [30] oracle,#oracle [30] #oracle,#oraclejobs [30] #oraclejobs,#oraclecloud [29] contract,opportunity [26] oraclecontractors,#oraclecontractors [24] last,36 [24] those,taken [24] evp,doug Top Word Pairs in Tweet in G7:
[10] hybrid,cloud [9] bilder,ki [9] ki,generieren [9] redefined,oracle [9] verblüffende,bilder [9] baut,oci [9] ki,gestützer [9] übersetzungsdienst,köln [9] cloud,customer [9] köln,unicorn Top Word Pairs in Tweet in G8:
[41] please,contact [41] details,please [29] job,opportunity [29] annum,location [28] 000,annum [26] location,#remote [26] josh,lee [24] #saas,#cloud [24] #cloud,#logiciel [21] sap,#sap Top Word Pairs in Tweet in G9:
[9] gt,gt [8] read,more [6] forbes,read [5] flexibility,clouds [5] offer,lot [5] need,vigilant [5] services,offer [5] #cloud,services [5] dec,5th [5] choose,focus Top Word Pairs in Tweet in G10:
[10] ed,cal [5] bimedotcom,deepl [5] dm,radio [5] softclouds,#audit [5] cal,2023 [5] training,resources [5] newbie,odsc [5] full,advice [5] advice,training [5] submission,form Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: