The graph represents a network of 3,381 Twitter users whose tweets in the requested range contained "twilio", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 01 December 2019 at 21:22 UTC.
The requested start date was Sunday, 01 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 22-day, 14-hour, 45-minute period from Friday, 08 November 2019 at 09:54 UTC to Sunday, 01 December 2019 at 00:40 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 : 3381
Unique Edges : 5298
Edges With Duplicates : 3846
Total Edges : 9144
Number of Edge Types : 3
Mentions : 6478
Replies to : 744
Tweet : 1922
Self-Loops : 1922
Reciprocated Vertex Pair Ratio : 0.0622516556291391
Reciprocated Edge Ratio : 0.117206982543641
Connected Components : 623
Single-Vertex Connected Components : 454
Maximum Vertices in a Connected Component : 2388
Maximum Edges in a Connected Component : 7560
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.32666
Graph Density : 0.000491259019687113
Modularity : 0.475156
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,381 Twitter users whose tweets in the requested range contained "twilio", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 01 December 2019 at 21:22 UTC.
The requested start date was Sunday, 01 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 22-day, 14-hour, 45-minute period from Friday, 08 November 2019 at 09:54 UTC to Sunday, 01 December 2019 at 00:40 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 : twilio
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:
[261] build,whatsapp [233] python,flask [233] whatsapp,chatbot [228] chatbot,python [227] flask,twilio [206] twilio,inc [150] nyse,twlo [107] inc,nyse [102] twilio,study [101] email,text Top Word Pairs in Tweet in G1:
[117] chatbot,python [117] python,flask [117] flask,twilio [115] build,whatsapp [115] whatsapp,chatbot [74] twilio,miguelgrinberg [49] fullstackpython,build [48] miguelgrinberg,twilio [31] written,fun [31] fun,little Top Word Pairs in Tweet in G2:
[198] twilio,inc [149] nyse,twlo [107] inc,nyse [74] inc,twlo [69] 00,pst [66] consumers,prefer [66] email,text [65] twilio,study [65] prefer,email [64] study,finds Top Word Pairs in Tweet in G3:
[60] twilio,flex [45] contact,center [43] use,twilio [37] twilio,sendgrid [34] ceo,jeff [34] jeff,lawson [28] using,twilio [28] honored,featured [28] featured,#just100 [28] #just100,forbes Top Word Pairs in Tweet in G4:
[19] twilio,twlo [18] ceo,jeffiel [17] year,black [17] black,friday [17] friday,highest [17] highest,volume [17] volume,day [17] day,email [17] email,twilio [17] twilio,sendgrid Top Word Pairs in Tweet in G5:
[23] stripe,twilio [18] twilio,netlify [14] cli,workshop [14] workshop,today [14] today,seen [14] seen,rise [14] rise,clis [14] clis,everywhere [14] everywhere,stripe [14] netlify,oss Top Word Pairs in Tweet in G6:
[9] hey,denver [9] denver,come [9] come,join [9] join,panel [9] panel,discussion [9] discussion,future [9] future,communication [9] communication,modern [9] modern,workplace [9] workplace,ga_denver Top Word Pairs in Tweet in G7:
[9] re,#rails [9] #rails,developer [9] developer,gorails [9] gorails,great [9] great,#blackfriday [9] #blackfriday,sale [9] sale,36 [9] 36,annual [9] annual,subscription [9] subscription,fantastic Top Word Pairs in Tweet in G8:
[35] amazon,first [35] first,realize [35] realize,internal [35] internal,team [35] team,expose [35] expose,api [35] api,primary [35] primary,product [35] product,twilio [35] twilio,stripe Top Word Pairs in Tweet in G9:
[8] clouddpj,audreypoulet [7] twilio,galeries_laf [7] galeries_laf,evaneos [7] evaneos,clouddpj [7] kevinwhinnery,twilio [6] developers,twilio [6] engage,superclass [6] fenauxraphael,heetch [6] att,health [6] health,startups Top Word Pairs in Tweet in G10:
[15] #engineer,manager [15] manager,vp [15] vp,#engineering [15] #engineering,successfully [15] successfully,make [15] make,transition [15] transition,continue [15] continue,move [14] tomscopazzi,#engineer [14] move,#bus Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: