The graph represents a network of 4,165 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 December 2022 at 07:32 UTC.
The requested start date was Sunday, 18 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, 6-hour, 29-minute period from Thursday, 15 December 2022 at 18:22 UTC to Sunday, 18 December 2022 at 00:52 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 : 4165
Unique Edges : 3273
Edges With Duplicates : 11444
Total Edges : 14717
Number of Edge Types : 5
Retweet : 4115
MentionsInRetweet : 4780
Tweet : 2434
Mentions : 3306
Replies to : 82
Self-Loops : 3238
Reciprocated Vertex Pair Ratio : 0.0232418353035464
Reciprocated Edge Ratio : 0.0454278441355003
Connected Components : 1087
Single-Vertex Connected Components : 728
Maximum Vertices in a Connected Component : 2155
Maximum Edges in a Connected Component : 11398
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.870211
Graph Density : 0.000294469372763515
Modularity : 0.328373
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,165 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 December 2022 at 07:32 UTC.
The requested start date was Sunday, 18 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, 6-hour, 29-minute period from Thursday, 15 December 2022 at 18:22 UTC to Sunday, 18 December 2022 at 00:52 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:
[1209] #finserv,#cloud [1208] #web3,#cx [1207] #datascientist,#csuite [1207] #cx,#ehealth [1207] #csuite,#digitalhealth [1207] #healthtech,#smartcity [1207] #digitalhealth,#web3 [1206] #ehealth,#finserv [1203] #smartcity,#datascientist [751] chidambara09,#healthtech Top Word Pairs in Tweet in G1:
[78] #saas,#cloud [75] #cloud,#logiciel [54] #business,#cloud [46] #cloud,#cloudcomputing [45] #cloud,#migrate [36] #sky,#cloud [32] learn,more [29] amazon,web [29] web,services [26] free,#ebook Top Word Pairs in Tweet in G2:
[1175] #finserv,#cloud [1174] #web3,#cx [1173] #datascientist,#csuite [1173] #healthtech,#smartcity [1173] #cx,#ehealth [1173] #digitalhealth,#web3 [1173] #csuite,#digitalhealth [1172] #ehealth,#finserv [1169] #smartcity,#datascientist [717] chidambara09,#healthtech Top Word Pairs in Tweet in G3:
[66] #cloud,region [61] fourth,commercial [61] 41st,worldwide [61] commercial,#cloud [61] region,41st [60] hello,chicago [58] chicago,oracle [57] announces,fourth [57] oracle,announces [46] please,contact Top Word Pairs in Tweet in G4:
[166] #cybersecurity,#hacker [156] #hacker,#infosec [97] #cloud,#cloudsecurity [95] #crime,#gdpr [95] #gdpr,#cloud [92] #cloudsecurity,#dataprotection [91] #dataprotection,#privacy [75] #infosec,reach2ratan [75] bug,bounty [68] #security,#cyber Top Word Pairs in Tweet in G5:
[40] #iiot,#automation [40] chat,#digital [40] coffee,talk [36] #automation,#iot [36] #tech,#iiot [36] talk,chat [36] welcome,iot [36] iot,coffee [36] #digital,#tech [34] #digitaltwins,#edge Top Word Pairs in Tweet in G6:
[14] #cloud,#devops [10] #devops,#devsecops [8] community,addressing [8] paul,cooper [8] addressing,move [8] hear,community [8] met,paul [8] #s4hana,#saphana [8] chair,sapusergroup [8] cooper,chair Top Word Pairs in Tweet in G7:
[39] flux,12 [32] files,files [32] empire,censoring [32] files,believe [32] cloud,platform [32] files,cloud [32] platform,flux [32] flux,files [32] personal,files [32] evil,empire Top Word Pairs in Tweet in G8:
[41] encountered,lot [41] #cloud,students [41] well,free [41] understand,#dns [41] lot,#aws [41] free,101 [41] #aws,#cloud [41] #dns,well [41] students,recently [41] recently,understand Top Word Pairs in Tweet in G9:
[33] nube,lenticular [32] #lenticulares,#ovni [31] dezabedrosky,nube [31] #ovni,#zabedrosky [31] #chile,algún [31] algún,#osorno [31] #cloud,#ufo [31] #osorno,#cloud [31] lenticular,frutillar [31] #ufo,#clouds Top Word Pairs in Tweet in G10:
[42] #opensource,#cloud [42] #linux,#opensource [18] #devopsjobs,#linux [18] #linux,#onlineexam [18] #awscertified,#gcp [18] #datascience,#digitalmarketing [18] #digitalmarketing,#devopsjobs [18] #gcp,#datascience [18] #cloudcomputing,#awscertified [17] #onlineclasses,#cisco 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 G5:
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: