The graph represents a network of 1,668 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, 20 November 2022 at 07:16 UTC.
The requested start date was Sunday, 20 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 15-hour, 0-minute period from Saturday, 19 November 2022 at 10:00 UTC to Sunday, 20 November 2022 at 01:00 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 : 1668
Unique Edges : 997
Edges With Duplicates : 5041
Total Edges : 6038
Number of Edge Types : 5
Mentions : 869
Retweet : 1935
MentionsInRetweet : 2324
Tweet : 874
Replies to : 36
Self-Loops : 1060
Reciprocated Vertex Pair Ratio : 0.0137474541751527
Reciprocated Edge Ratio : 0.0271220492214967
Connected Components : 403
Single-Vertex Connected Components : 256
Maximum Vertices in a Connected Component : 928
Maximum Edges in a Connected Component : 4842
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.10671
Graph Density : 0.000716043841591394
Modularity : 0.319335
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 1,668 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, 20 November 2022 at 07:16 UTC.
The requested start date was Sunday, 20 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 15-hour, 0-minute period from Saturday, 19 November 2022 at 10:00 UTC to Sunday, 20 November 2022 at 01:00 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:
[196] #python,#rstats [189] #iot,#iiot [152] adamm55563945,click [146] #5g,#ai [135] #javascript,#reactjs [124] #bigdata,#analytics [121] #ai,#saas [120] #rstats,#reactjs [117] #100daysofcode,#5g [113] #ai,#analytics Top Word Pairs in Tweet in G1:
[164] #python,#rstats [136] adamm55563945,click [118] #javascript,#reactjs [115] #100daysofcode,#5g [111] #ai,#analytics [102] #rstats,#reactjs [102] #ai,#saas [101] #bigdata,#analytics [99] #iot,#iiot [96] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[25] #saas,#cloud [24] #cloud,#logiciel [18] #sky,#cloud [9] google,cloud [8] logo,sale [8] #cloud,#cybersecurity [8] #azure,#gcp [7] cloud,computing [6] #aws,#azure [6] #cloud,#technology Top Word Pairs in Tweet in G3:
[83] #iot,#iiot [58] #ai,#ml [50] kred,#influence [50] gave,kred [50] #iiot,#iotpl [27] eli_krumova,gave [26] #edge,#cloud [25] #ai,#machinelearning [23] #cloud,#cloudcomputing [22] #programming,#coding Top Word Pairs in Tweet in G4:
[13] manage,#cloud [13] learn,more [13] benefits,recent [13] recent,#dellapex [13] #cloud,#sprawl [13] usage,learn [13] inc,#sustainability [13] more,inc [13] manage,usage [13] #sustainability,benefits Top Word Pairs in Tweet in G5:
[52] strategy,check [52] below,detailed [52] check,image [52] description,diagram [52] image,below [52] green,deployment [52] detailed,description [52] deployment,strategy [52] blue,green [51] diagram,#kuber Top Word Pairs in Tweet in G6:
[61] #computing,power [61] need,#computing [61] #increase,dozens [61] more,#increase [61] really,need [61] million,times [61] power,million [61] times,more [60] utilitynet_,really [60] dozens,ti Top Word Pairs in Tweet in G7:
[18] #integration,#tech [18] #oktane2022,#integration [18] #tech,#software [18] #okta,#oktane2022 [18] #cloud,#okta [18] vendor,partner [16] #software,#technology [16] #cybersecurity,#cloud [16] zscaler,ic_consult [15] ic_consult,optiv Top Word Pairs in Tweet in G8:
[3] #night,vision [3] sd,card [3] #full,hd [3] two,way [3] #cp,plus [2] dropbox,wired [2] verge,cnet [2] #security,#camera [2] hd,#smart [2] talk,#cloud Top Word Pairs in Tweet in G9:
[8] tiffanytrader,oliverpeckham [8] insights,intel [8] addisonsnell,tiffanytrader [8] intel,#aurora [8] hpcwire,interesting [8] oliverpeckham,hpcwire [8] thisweekinhpc,addisonsnell [8] interesting,insights [7] hpc_guru,thisweekinhpc [4] abhimaitrey,hands Top Word Pairs in Tweet in G10:
[17] #cloud,#クラティ [17] #tifa,#cloud [16] voaleine,#tifa [5] heaven,discord [5] final,heaven [5] gentle,year [5] year,lovely [5] secret,santa [5] 2020,secret [5] christmas,gentle 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 G7:
Top Replied-To in G8:
Top Replied-To in G9:
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 G5:
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Top Tweeters in G9:
Top Tweeters in G10: