The graph represents a network of 2,055 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, 09 May 2022 at 15:09 UTC.
The requested start date was Monday, 09 May 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, 8-hour, 45-minute period from Friday, 06 May 2022 at 15:15 UTC to Monday, 09 May 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 : 2055
Unique Edges : 1384
Edges With Duplicates : 13921
Total Edges : 15305
Number of Edge Types : 5
Retweet : 5979
MentionsInRetweet : 7007
Mentions : 611
Tweet : 1672
Replies to : 36
Self-Loops : 1761
Reciprocated Vertex Pair Ratio : 0.0111982082866741
Reciprocated Edge Ratio : 0.0221483942414175
Connected Components : 386
Single-Vertex Connected Components : 308
Maximum Vertices in a Connected Component : 1449
Maximum Edges in a Connected Component : 14355
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.259497
Graph Density : 0.000855727474964285
Modularity : 0.199033
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,055 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, 09 May 2022 at 15:09 UTC.
The requested start date was Monday, 09 May 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, 8-hour, 45-minute period from Friday, 06 May 2022 at 15:15 UTC to Monday, 09 May 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 : #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:
[2630] #bigdata,#analytics [2431] #analytics,#datascience [2279] #iot,#iiot [1961] #datascience,#ai [1735] #ai,#machinelearning [1722] #machinelearning,#iot [1173] #python,#rstats [1029] #iiot,#pytorch [975] #pytorch,#python [609] #iiot,#python Top Word Pairs in Tweet in G1:
[1829] #bigdata,#analytics [1663] #analytics,#datascience [1609] #iot,#iiot [1366] #datascience,#ai [1198] #machinelearning,#iot [1185] #ai,#machinelearning [789] #python,#rstats [712] #iiot,#pytorch [667] #pytorch,#python [427] #iiot,#python Top Word Pairs in Tweet in G2:
[111] #nucocloud,#airdrop [107] #airdrop,#cloudcomputing [105] #cloudcomputing,ncdt [31] digital,world [30] city,littleton [30] littleton,colorado [30] colorado,prepared [30] prepared,growing [30] growing,digital [30] world,here's Top Word Pairs in Tweet in G3:
[196] #infosec,#infosecurity [196] #infosecurity,#cybersecurity [121] #cybersecurity,#threatintel [92] #bigdata,#analytics [86] #analytics,#datascience [78] #iot,#iiot [74] #datascience,#ai [64] #ai,#machinelearning [63] #machinelearning,#iot [47] #cybersecuritytips,#pentesting Top Word Pairs in Tweet in G4:
[641] #bigdata,#analytics [629] #analytics,#datascience [544] #iot,#iiot [475] #datascience,#ai [450] #ai,#machinelearning [429] #machinelearning,#iot [324] #python,#rstats [265] #iiot,#pytorch [251] #pytorch,#python [150] #iiot,#python Top Word Pairs in Tweet in G5:
[266] #cybersecurity,#hacker [189] #hacker,#infosec [80] #infosec,reach2ratan [58] flux,#web3 [49] future,decentralized [48] #web3,#google [48] #google,#bing [47] flux,coin [46] #web3,infrastructure [46] infrastructure,meets Top Word Pairs in Tweet in G6:
[21] #cloudcomputing,#hosting [19] architect,head [19] head,cloud [19] cloud,#cloudcomputing [17] #hosting,#datacenter [16] #ml,#cloudcomputing [16] #cloudcomputing,#100daysofcode [16] #100daysofcode,#deeplearning [15] #cloud,#cloudcomputing [14] github,force Top Word Pairs in Tweet in G7:
[41] mygaminghead,#100daysofcode [41] #100daysofcode,#supportsmallstreams [41] #supportsmallstreams,codfas [39] codfas,goldenbloggerz [31] final,fantasy [31] fantasy,remaster [31] remaster,hd [31] hd,gameplay [31] gameplay,ps4 [28] miroctum,final Top Word Pairs in Tweet in G8:
[191] #cybersecurity,#hacker [188] #hacker,#infosec [162] #infosec,reach2ratan [154] reach2ratan,#security [152] #security,#cyber [152] #cyber,#tech [151] #tech,#opensource [150] #opensource,#cybercrime [150] #cybercrime,#crime [150] #crime,#gdpr Top Word Pairs in Tweet in G9:
[14] cloud,computing [12] #bigdata,#analytics [9] #analytics,#datascience [9] computing,allows [9] allows,organizations [9] organizations,operate [9] operate,more [9] more,experimentally [9] experimentally,successful [9] successful,strategies Top Word Pairs in Tweet in G10:
[19] #cloudcomputing,#cloudadoption [15] #cloudadoption,#technology [15] cloud,computing [10] gt,gt [6] #cybersecurity,#infosec [6] #tech,#it [5] billion,2027 [5] #security,turbulence [5] turbulence,#cloud [5] #cloud,survey Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
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: