The graph represents a network of 2,326 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, 18 April 2022 at 14:55 UTC.
The requested start date was Monday, 18 April 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, 11-hour, 8-minute period from Thursday, 14 April 2022 at 15:07 UTC to Sunday, 17 April 2022 at 02:15 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 : 2326
Unique Edges : 2049
Edges With Duplicates : 13524
Total Edges : 15573
Number of Edge Types : 5
MentionsInRetweet : 7049
Mentions : 957
Retweet : 5631
Replies to : 58
Tweet : 1878
Self-Loops : 2005
Reciprocated Vertex Pair Ratio : 0.0114165890027959
Reciprocated Edge Ratio : 0.0225754434462106
Connected Components : 481
Single-Vertex Connected Components : 383
Maximum Vertices in a Connected Component : 1630
Maximum Edges in a Connected Component : 14399
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.286453
Graph Density : 0.000802707125620614
Modularity : 0.228903
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,326 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, 18 April 2022 at 14:55 UTC.
The requested start date was Monday, 18 April 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, 11-hour, 8-minute period from Thursday, 14 April 2022 at 15:07 UTC to Sunday, 17 April 2022 at 02:15 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:
[2291] #bigdata,#analytics [1906] #analytics,#datascience [1675] #iot,#iiot [1459] #datascience,#ai [1397] #ai,#machinelearning [1335] #machinelearning,#iot [1262] #python,#rstats [766] #iiot,#python [676] #infosec,#infosecurity [676] #infosecurity,#cybersecurity Top Word Pairs in Tweet in G1:
[1604] #bigdata,#analytics [1333] #analytics,#datascience [1105] #iot,#iiot [963] #datascience,#ai [949] #ai,#machinelearning [904] #python,#rstats [892] #machinelearning,#iot [514] #iiot,#python [414] #pytorch,#python [402] #machinelearning,#ai Top Word Pairs in Tweet in G2:
[224] #airdrop,#cloudcomputing [224] #cloudcomputing,ncdt [223] #nucocloud,#airdrop [33] #featured,#courses [33] #courses,#it [33] #it,#certified [33] #certified,one [33] one,lesson [33] lesson,four [33] four,#aws Top Word Pairs in Tweet in G3:
[507] #bigdata,#analytics [434] #analytics,#datascience [427] #iot,#iiot [357] #datascience,#ai [344] #ai,#machinelearning [328] #machinelearning,#iot [276] #python,#rstats [209] #iiot,#pytorch [206] #iiot,#python [180] #pytorch,#python Top Word Pairs in Tweet in G4:
[111] #bigdata,#analytics [102] #analytics,#datascience [98] #datascience,#ai [90] #machinelearning,#iot [89] #iot,#iiot [82] #ai,#machinelearning [75] #programming,#cloudcomputing [67] #developer,#linux [66] #python,#coding [65] #coding,#azure Top Word Pairs in Tweet in G5:
[573] #infosec,#infosecurity [573] #infosecurity,#cybersecurity [573] #cybersecurity,#threatintel [423] #threatintel,#threatintelligence [400] #threatintelligence,#hacking [391] #cloudcomputing,#malware [385] #malware,#ransomware [383] #hacking,#cybernews [381] #cybernews,#cyberattack [381] #cloudsecurity,#cloudcomputing Top Word Pairs in Tweet in G6:
[92] playing,african [92] african,affairs [92] affairs,radio [75] #cloudcomputing,#cloud [75] #aws,#azure [67] #azure,#gcp [64] #cloud,#aws [60] #python,#coding [59] #gcp,#python [52] tune,#cloudcomputing Top Word Pairs in Tweet in G7:
[107] pdh_scitechnews,#linux [61] #devops,#programming [49] #debian,#redhat [33] #redhat,#centos [31] #devops,#techtips [31] #techtips,#linuxtips [31] #linuxtips,#techfun [31] #techfun,#cloudcomputing [31] #cloudcomputing,#linuxfun [29] #kubernetes,#devops Top Word Pairs in Tweet in G8:
[12] #cloud,#cloudcomputing [11] #bigdata,#analytics [10] #datascience,#ai [9] #analytics,#datascience [9] san,francisco [8] #cloudcomputing,#datascience [8] #cybersecurity,#cloudcomputing [8] #aws,#cloud [8] summit,san [7] #thedigitalcoach,#brisbane Top Word Pairs in Tweet in G9:
[50] increased,roi [50] roi,lower [50] lower,infra [50] infra,storage [50] storage,costs [50] costs,faster [50] faster,adoption [50] adoption,#digital [50] #digital,tech [50] tech,accelerating Top Word Pairs in Tweet in G10:
[45] #flux,#blockchain [44] #blockchain,#crypto [41] lizaflux,flux [28] flux,runonflux [23] flux,decentralized [23] decentralized,#web3 [23] #web3,working [23] working,useful [23] useful,#pow [23] #pow,runonflux 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: