The graph represents a network of 2,393 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, 29 November 2021 at 15:39 UTC.
The requested start date was Monday, 29 November 2021 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, 5-hour, 34-minute period from Friday, 26 November 2021 at 19:26 UTC to Monday, 29 November 2021 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 : 2393
Unique Edges : 1465
Edges With Duplicates : 14444
Total Edges : 15909
Number of Edge Types : 5
Tweet : 1446
Mentions : 735
Retweet : 6456
MentionsInRetweet : 7222
Replies to : 50
Self-Loops : 1788
Reciprocated Vertex Pair Ratio : 0.00986358866736621
Reciprocated Edge Ratio : 0.0195344970906068
Connected Components : 163
Single-Vertex Connected Components : 109
Maximum Vertices in a Connected Component : 2114
Maximum Edges in a Connected Component : 15469
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.710894
Graph Density : 0.000840662635026631
Modularity : 0.243687
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,393 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, 29 November 2021 at 15:39 UTC.
The requested start date was Monday, 29 November 2021 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, 5-hour, 34-minute period from Friday, 26 November 2021 at 19:26 UTC to Monday, 29 November 2021 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 : #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:
[1230] #bigdata,#analytics [1120] #python,#rstats [1001] #ai,#iiot [971] #iot,#iiot [908] #bigdata,#devcommunity [882] #devcommunity,#technology [813] #pytorch,#python [774] #analytics,#machinelearning [758] #technology,#programming [749] #programming,#ai Top Word Pairs in Tweet in G1:
[409] flux,#docker [409] #docker,ready [409] ready,#web30 [409] #web30,decentralized [409] decentralized,network [409] network,btc [409] btc,eth [409] eth,ada [409] ada,kda [407] fluxisthefuture,flux Top Word Pairs in Tweet in G2:
[1041] #bigdata,#analytics [1005] #python,#rstats [894] #ai,#iiot [866] #iot,#iiot [801] #bigdata,#devcommunity [776] #devcommunity,#technology [730] #pytorch,#python [705] #analytics,#machinelearning [675] #technology,#programming [666] #programming,#ai Top Word Pairs in Tweet in G3:
[600] #infosec,#infosecurity [526] #infosecurity,#cybersecurity [263] #cybersecurity,#threatintel [171] #threatintel,#threatintelligence [159] #threatintelligence,#hacking [155] #cybersecurity,#digital [152] #hacking,#cybernews [152] #cybernews,#cyberattack [152] #cyberattack,#threathunting [152] #threathunting,#cloudsecurity Top Word Pairs in Tweet in G4:
[20] #omicron,#btssofistadium [15] #btssofistadium,#cryptocurrencynews [15] #cryptocurrencynews,#developer [15] #developer,#cloudcomputing [15] #cloudcomputing,#btsinla [15] #btsinla,#ptd_on_stage_la [15] #ptd_on_stage_la,#covidvariant [15] #covidvariant,#coronavirus [15] #coronavirus,#blackfriday [15] #blackfriday,#16days Top Word Pairs in Tweet in G5:
[23] supervised,vs [23] vs,unsupervised [23] unsupervised,machine [23] machine,learning [23] learning,#100daysofcode [23] #100daysofcode,#datascience [23] #datascience,#dataanalytics [23] #dataanalytics,#bigdata [23] #bigdata,#ai [23] #ai,#machinelearning Top Word Pairs in Tweet in G6:
[45] #ai,#ml [42] #cloudcomputing,#cloud [40] cloud,computing [40] computing,stratosphere [40] stratosphere,#cloudcomputing [40] #ml,#saas [24] #python,#rstats [23] #cloud,#ai [23] #saas,ashwinmegha [23] ashwinmegha,ronald_vanloon Top Word Pairs in Tweet in G7:
[14] #bigdata,#analytics [11] #analytics,#datascience [10] #iot,#iiot [10] #cloudcomputing,#datascience [9] ingliguori,#bigdata [9] #datascience,#ai [9] #machinelearning,#cloudcomputing [9] #datascience,10 [9] 10,takeaways [9] takeaways,harvard Top Word Pairs in Tweet in G8:
[17] flux,runonflux [17] runonflux,solid [17] solid,base [17] base,explore [17] explore,#metaverse [17] #metaverse,fully [17] fully,#decentralized [17] #decentralized,#web3 [17] #web3,cheapest [17] cheapest,#cloudcomputing Top Word Pairs in Tweet in G9:
[19] #bigdata,#analytics [18] #analytics,#ai [17] infographic,15 [17] 15,websites [17] websites,data [17] data,scientists [17] scientists,#datascience [17] #datascience,#machinelearning [17] #machinelearning,#bigdata [17] #ai,#tech Top Word Pairs in Tweet in G10:
[14] rlc,gilfedak [14] gilfedak,iex_ec [14] iex_ec,#crypto [14] #crypto,#cryptonews [14] #cryptonews,#future [14] #future,#metaverse [14] #metaverse,#cloudcomputing [13] dracula_1431,rlc [2] iex_ec,#cloudcomputing [2] #cloudcomputing,#crypto 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 G7:
Top Replied-To in G8:
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: