The graph represents a network of 2,601 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 Thursday, 10 January 2019 at 23:57 UTC.
The requested start date was Monday, 07 January 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 4-day, 10-hour, 6-minute period from Tuesday, 01 January 2019 at 18:59 UTC to Sunday, 06 January 2019 at 05:06 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 : 2601
Unique Edges : 3100
Edges With Duplicates : 3280
Total Edges : 6380
Number of Edge Types : 3
Mentions : 3516
Tweet : 2662
Replies to : 202
Self-Loops : 2662
Reciprocated Vertex Pair Ratio : 0.00762250453720508
Reciprocated Edge Ratio : 0.0151296829971182
Connected Components : 815
Single-Vertex Connected Components : 626
Maximum Vertices in a Connected Component : 1274
Maximum Edges in a Connected Component : 4209
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.371066
Graph Density : 0.000410493005648715
Modularity : 0.443889
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[739] bigdata,analytics [547] gt,gt [459] datascience,ai [457] machinelearning,datascience [417] analytics,machinelearning [412] cloud,computing [394] ai,iot [392] iot,iiot [363] cloud,cloudcomputing [227] iiot,python Top Word Pairs in Tweet in G1:
[131] cloud,computing [98] cloud,cloudcomputing [35] cloudcomputing,cloudstorage [29] iot,algorithms [29] algorithms,chipmaker [29] chipmaker,smartcity [29] smartcity,cybersecurity [29] cybersecurity,techindustry [29] techindustry,innovation [29] innovation,inthecloud Top Word Pairs in Tweet in G2:
[633] bigdata,analytics [400] machinelearning,datascience [398] datascience,ai [358] analytics,machinelearning [327] iot,iiot [297] ai,iot [194] iiot,python [140] python,rstats [125] analytics,datascience [104] machine,learning Top Word Pairs in Tweet in G3:
[132] gt,gt [40] mikequindazzi,gt [31] guide,cloud [26] ai,iot [23] 36,startups [23] startups,change [23] change,world [23] world,2019 [23] cbinsights,mikequindazzi [22] cloud,security Top Word Pairs in Tweet in G4:
[347] gt,gt [79] cloud,computing [72] link,gt [70] gt,google [68] antgrasso,cloud [68] machine,learning [63] cloud,machine [63] learning,use [63] use,cases [63] google,australian Top Word Pairs in Tweet in G5:
[120] aws,simple [54] aws,architect [53] candidate,having [53] having,knowledge [52] knowledge,networking [49] simple,email [49] email,service [39] aws,cloudcomputing [37] service,ses [35] simple,notification Top Word Pairs in Tweet in G6:
[92] cloud,cloudcomputing [28] cloud,computing [18] gt,gt [16] cloudify,cloudcomputing [14] serverless,architecture [13] cloudcomputing,cloudservices [12] architecture,next [12] next,big [12] big,shift [12] cloudservices,cto Top Word Pairs in Tweet in G7:
[35] enormous,trend [35] trend,horizon [35] horizon,completely [35] completely,change [35] change,cloudcomputing [35] deepcloud,ai [35] ai,team [35] team,wish [35] wish,everyone [35] everyone,happy Top Word Pairs in Tweet in G8:
[18] bigdata,analytics [13] iot,iiot [12] datascience,ai [11] machinelearning,datascience [10] ai,iot [10] iiot,python [10] cloud,computing [9] analytics,machinelearning [8] cloudcomputing,cloud [7] m,w Top Word Pairs in Tweet in G9:
[76] reindeer_press,hi [48] new,article [34] hi,blockchain [34] blockchain,lovers [28] cloud,computing [26] hi,everyone [26] everyone,new [26] article,published [26] published,cloudcomputing [26] cloudcomputing,cryptonews Top Word Pairs in Tweet in G10:
[3] edurekain,aws [3] aws,cloudcomputing [2] join,win [2] win,big Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G7:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G5:
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Top Mentioned in G7:
Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: