The graph represents a network of 1,246 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, 04 October 2021 at 14:40 UTC.
The requested start date was Monday, 04 October 2021 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, 1-hour, 17-minute period from Friday, 01 October 2021 at 22:42 UTC to Monday, 04 October 2021 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 : 1246
Unique Edges : 990
Edges With Duplicates : 14079
Total Edges : 15069
Number of Edge Types : 5
Retweet : 6398
MentionsInRetweet : 7061
Mentions : 262
Tweet : 1338
Replies to : 10
Self-Loops : 1525
Reciprocated Vertex Pair Ratio : 0.00377121307353866
Reciprocated Edge Ratio : 0.00751408891671885
Connected Components : 177
Single-Vertex Connected Components : 130
Maximum Vertices in a Connected Component : 970
Maximum Edges in a Connected Component : 14647
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.557074
Graph Density : 0.00205895814397236
Modularity : 0.158995
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,246 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, 04 October 2021 at 14:40 UTC.
The requested start date was Monday, 04 October 2021 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, 1-hour, 17-minute period from Friday, 01 October 2021 at 22:42 UTC to Monday, 04 October 2021 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:
[1876] #machinelearning,#bigdata [1679] #bigdata,#analytics [1175] #analytics,#datascience [1159] #dataanalytics,#machinelearning [1090] #devcommunity,#technology [1073] #iot,#iiot [1018] #pytorch,#python [1004] need,job [1004] job,sign [1004] sign,middleman Top Word Pairs in Tweet in G1:
[1600] #machinelearning,#bigdata [1220] #bigdata,#analytics [1110] #dataanalytics,#machinelearning [965] need,job [965] job,sign [965] sign,middleman [965] middleman,#jobpreference [920] #devcommunity,#technology [861] jobpreference,need [853] #pytorch,#python Top Word Pairs in Tweet in G2:
[306] #infosec,#infosecurity [216] #infosecurity,#cybersecurity [139] #devcommunity,#technology [126] #bigdata,#devcommunity [116] #technology,#programming [109] #programming,#ai [98] #cybersecurity,#threatintel [93] #ai,#iiot [78] magic,#math [77] #data,#datascience Top Word Pairs in Tweet in G3:
[157] magic,#math [157] #math,#data [157] #data,#datascience [157] #datascience,#100daysofcode [157] #100daysofcode,#learning [157] #learning,#womeninstem [157] #womeninstem,#ai [157] #ai,#cloudcomputing [117] #cloudcomputing,spirosmargaris [103] spirosmargaris,ronald_v Top Word Pairs in Tweet in G4:
[29] marginsyndicate,marginsyndicate [17] desire,#website [17] #website,always [17] always,wanted [17] wanted,offer [17] offer,responsive [17] responsive,#wordpress [17] #wordpress,#webdesign [17] #webdesign,start [16] start,10 Top Word Pairs in Tweet in G5:
[186] #bigdata,#analytics [179] #analytics,#datascience [160] #iot,#iiot [119] #datascience,#ai [101] #ai,#machinelearning [100] #iiot,#pytorch [94] #pytorch,#python [86] #python,#rstats [86] #machinelearning,#iot [57] #datascience,#iot Top Word Pairs in Tweet in G6:
[169] #machinelearning,#bigdata [122] #bigdata,#analytics [82] #analytics,#datascience [66] #datascience,#ai [57] #iot,#iiot [54] #ai,#iot [49] #python,#rstats [46] #iiot,#python [46] #coding,#100daysofcode [43] #javascript,#reactjs Top Word Pairs in Tweet in G7:
[37] #cloud,#cloudcomputing [35] #flux,flux [33] #cloudcomputing,#web3 [26] #flux,#decentralized [23] runonflux,zelcore_io [22] flux,runonflux [22] zelcore_io,#web3 [22] #web3,#cloud [20] #cloudcomputing,#docker [18] flux,#flux Top Word Pairs in Tweet in G8:
[20] #ai,#artificialintelligence [14] #artificialintelligence,#iot [10] #iot,#internetofthings [10] #internetofthings,#cloudcomputing [9] #cloudcomputing,#5g [9] #5g,#5g [7] thrilled,announce [7] announce,packtpub [7] packtpub,sponsoring [7] sponsoring,clouddatasummit Top Word Pairs in Tweet in G9:
[11] dynamodb,blog [11] blog,alexbdebrie [11] alexbdebrie,three [11] three,dynamodb [11] dynamodb,limits [11] limits,need [11] need,know [10] dynamodb,dynamodb [10] know,#cloudcomputi Top Word Pairs in Tweet in G10:
[20] #usatopsmm,#cloudcomputing [20] #cloudcomputing,#datascientist [20] #datascientist,#cybersecurity [20] #cybersecurity,#excel [20] #excel,#pytorch [20] #pytorch,#python [19] usatopsmm,#usatopsmm [11] #bigdata,#analytics [11] #analytics,#datascience [10] #python,#p Top Replied-To in Entire Graph:
Top Replied-To in G1:
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: