The graph represents a network of 3,161 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, 10 November 2019 at 19:42 UTC.
The requested start date was Sunday, 10 November 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 19-day, 21-hour, 0-minute period from Monday, 21 October 2019 at 04:00 UTC to Sunday, 10 November 2019 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 : 3161
Unique Edges : 4760
Edges With Duplicates : 3848
Total Edges : 8608
Number of Edge Types : 3
Mentions : 5774
Tweet : 2061
Replies to : 773
Self-Loops : 2061
Reciprocated Vertex Pair Ratio : 0.0632394063239406
Reciprocated Edge Ratio : 0.118956099534696
Connected Components : 763
Single-Vertex Connected Components : 590
Maximum Vertices in a Connected Component : 1978
Maximum Edges in a Connected Component : 6803
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.520508
Graph Density : 0.00049485621838947
Modularity : 0.468442
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,161 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, 10 November 2019 at 19:42 UTC.
The requested start date was Sunday, 10 November 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 19-day, 21-hour, 0-minute period from Monday, 21 October 2019 at 04:00 UTC to Sunday, 10 November 2019 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 : 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1061] ã,ã [210] email,text [209] twilio,study [208] prefer,email [201] study,finds [201] consumers,prefer [199] finds,consumers [198] text,communicating [197] communicating,brands [176] twilio,twlo Top Word Pairs in Tweet in G1:
[428] ã,ã [157] twilio,study [157] consumers,prefer [157] email,text [156] prefer,email [155] study,finds [155] text,communicating [155] communicating,brands [154] finds,consumers [118] twilio,twlo Top Word Pairs in Tweet in G2:
[33] text,messages [28] web,applications [26] sms,text [26] messages,python [26] python,3 [26] 3,django [26] django,web [23] twilio,growing [22] twilio,seeking [22] check,out Top Word Pairs in Tweet in G3:
[22] check,out [21] open,pixel [21] pixel,art [17] art,project [17] open,source [17] tensorflow,js [17] using,twilio [16] toxic,language [15] twilio,booth [15] twilio,blog Top Word Pairs in Tweet in G4:
[45] nyse,twlo [44] twilio,flex [39] twilio,inc [39] new,ship [34] twilio,cmo [32] relationships,customers [31] open,source [31] twilio,sendgrid [31] machine,learning [30] twilio,sendgrid's Top Word Pairs in Tweet in G5:
[39] tomosman,indiehackers [36] zapier,twilio [27] websites,webflow [27] web,mob [27] mob,apps [27] apps,adalohq [27] marketplaces,sharetribe [27] data,parabolahq [26] indiehackers,webflow [26] webflow,adalohq Top Word Pairs in Tweet in G6:
[22] twilio,twlo [19] twilio,ceo [19] fed's,action [19] action,consumer [19] consumer,remains [19] remains,robust [19] robust,unimpressive [19] unimpressive,twilio [19] market,recon [14] jimcramer,twilio Top Word Pairs in Tweet in G7:
[33] 決算ラッシュ続く,ダウ [33] ダウ,gt [33] gt,apple [33] apple,ファイザー [33] ファイザー,メルク [33] メルク,油 [33] 油,google [33] google,facebook [33] facebook,shopify [33] shopify,マスターカード Top Word Pairs in Tweet in G8:
[22] vonage,rebrands [22] communications,service [22] service,player [22] player,aims [22] aims,close [22] market,cap [22] cap,gap [17] evankirstel,vonage [11] rebrands,b2b [11] b2b,communications Top Word Pairs in Tweet in G9:
[4] current,former [4] former,tcvtech [4] tcvtech,companies [4] companies,goclio [4] goclio,facebook [4] facebook,fuze [4] fuze,newsela [4] newsela,splunk [4] splunk,twilio [4] twilio,vectra_ai Top Word Pairs in Tweet in G10:
[21] node,js [17] #nodejs,#javascript [16] build,whatsapp [16] whatsapp,bot [16] bot,node [16] js,twilio [13] aws,cognito [13] cognito,used [13] used,harder [13] harder,implement Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G8:
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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: