The graph represents a network of 1,530 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 Tuesday, 11 May 2021 at 14:34 UTC.
The requested start date was Monday, 10 May 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 3-day, 4-hour, 23-minute period from Thursday, 06 May 2021 at 19:36 UTC to Sunday, 09 May 2021 at 23:59 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 : 1530
Unique Edges : 1206
Edges With Duplicates : 14596
Total Edges : 15802
Number of Edge Types : 5
Retweet : 6550
MentionsInRetweet : 7556
Tweet : 1030
Mentions : 641
Replies to : 25
Self-Loops : 1110
Reciprocated Vertex Pair Ratio : 0.0053475935828877
Reciprocated Edge Ratio : 0.0106382978723404
Connected Components : 140
Single-Vertex Connected Components : 88
Maximum Vertices in a Connected Component : 1305
Maximum Edges in a Connected Component : 15470
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.616755
Graph Density : 0.00152690681679256
Modularity : 0.172489
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,530 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 Tuesday, 11 May 2021 at 14:34 UTC.
The requested start date was Monday, 10 May 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 3-day, 4-hour, 23-minute period from Thursday, 06 May 2021 at 19:36 UTC to Sunday, 09 May 2021 at 23:59 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:
[3716] #bigdata,#analytics [3108] #analytics,#datascience [2402] #datascience,#ai [2341] #iot,#iiot [1642] #machinelearning,#bigdata [1355] #python,#rstats [1316] #ai,#machinelearning [1290] #machinelearning,#iot [813] #iiot,#pytorch [769] #iiot,#python Top Word Pairs in Tweet in G1:
[2978] #bigdata,#analytics [2479] #analytics,#datascience [1938] #datascience,#ai [1781] #iot,#iiot [1453] #machinelearning,#bigdata [1053] #python,#rstats [969] #ai,#machinelearning [946] #machinelearning,#iot [624] #ai,#iot [600] #iiot,#python Top Word Pairs in Tweet in G2:
[123] gt,gt [64] #bigdata,#analytics [58] #analytics,#datascience [53] #datascience,#ai [49] #iot,#iiot [36] ingliguori,#bigdata [28] #ai,#machinelearning [26] #machinelearning,#iot [26] mikequindazzi,gt [24] top,#python Top Word Pairs in Tweet in G3:
[421] #bigdata,#analytics [363] #iot,#iiot [356] #analytics,#datascience [242] #datascience,#ai [241] #machinelearning,#iot [238] #ai,#machinelearning [203] #python,#rstats [173] #iiot,#pytorch [138] #pytorch,#python [126] #iiot,#python Top Word Pairs in Tweet in G4:
[167] #cybersecurity,#digital [110] #digital,#hackers [110] #bigdata,#analytics [97] #analytics,#datascience [79] #hackers,#infosec [72] #datascience,#ai [54] #cloud,#cloudcomputing [54] #machinelearning,#bigdata [54] #cloudcomputing,#cybersecurity [49] #iot,#iiot Top Word Pairs in Tweet in G5:
[118] #bigdata,#analytics [99] #analytics,#datascience [78] #datascience,#ai [64] #iot,#iiot [63] #machinelearning,#bigdata [38] #ai,#machinelearning [38] #machinelearning,#iot [32] #cloud,#cloudcomputing [31] #python,#rstats [29] #ai,#iot Top Word Pairs in Tweet in G6:
[10] cloud,computing [8] #cloud,#cloudcomputing [7] #cloudcomputing,#cloud [7] #bigdata,#analytics [7] #analytics,#datascience [6] #datascience,#ai [6] #machinelearning,#iot [5] migración,nube [5] nube,clave [5] clave,desarrollo Top Word Pairs in Tweet in G7:
[33] first,testnet [33] testnet,transaction [33] transaction,mined [33] mined,#flux [33] #flux,network [33] network,coinbase [33] coinbase,rosetta [33] rosetta,api [33] api,exciting [32] runonflux,first Top Word Pairs in Tweet in G8:
[38] #ai,#ml [35] increasing,adoption [35] adoption,emerging [35] emerging,technologies [35] technologies,such [35] such,#ai [35] #ml,#blockchain [35] #blockchain,growing [35] growing,reliance [35] reliance,cloud Top Word Pairs in Tweet in G9:
[39] take,deep [39] deep,dive [39] dive,aws [39] aws,help [39] help,#startup [39] #startup,grow [39] grow,launch [39] launch,aws [39] aws,startup [39] startup,resource Top Word Pairs in Tweet in G10:
[3] cloud,computing [3] computing,simplifies [3] simplifies,big [3] big,data [3] data,#cloudcomputing [3] #cloudcomputing,#bigdata [3] #bigdata,#machinelearning [3] #bigdata,#analytics [3] #cloud,#technology [2] freedomfirecom,strategies Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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: