The graph represents a network of 3,230 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 Tuesday, 23 April 2019 at 00:12 UTC.
The requested start date was Tuesday, 23 April 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 21-day, 22-hour, 27-minute period from Sunday, 31 March 2019 at 04:00 UTC to Monday, 22 April 2019 at 02:27 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 : 3230
Unique Edges : 5786
Edges With Duplicates : 4655
Total Edges : 10441
Number of Edge Types : 3
Mentions : 8510
Replies to : 819
Tweet : 1112
Self-Loops : 1112
Reciprocated Vertex Pair Ratio : 0.0576392271472642
Reciprocated Edge Ratio : 0.108996008596868
Connected Components : 492
Single-Vertex Connected Components : 345
Maximum Vertices in a Connected Component : 2460
Maximum Edges in a Connected Component : 9373
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.223579
Graph Density : 0.0006245643438383
Modularity : 0.446087
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[287] twilio,sendgrid [149] sendgrid,twilio [140] check,out [125] twilio,twilio [109] twilio,engage [89] innovative,customer [87] solving,inconvenience [87] inconvenience,looking [87] looking,up [87] up,transportation Top Word Pairs in Tweet in G1:
[28] using,twilio [28] twilio,s [26] twilio,sendgrid [25] twilio,twilio [24] phone,number [21] twilio,api [19] twilio,salesforce [18] api,whatsapp [17] twilio,flex [17] #twilioengage,superclass Top Word Pairs in Tweet in G2:
[51] twilio,azure [51] fake,boyfriend [40] check,out [35] azure,functions [34] netlify,twilio [32] sometimes,talking [32] talking,tough [32] tough,re [32] re,dealing [32] dealing,depression Top Word Pairs in Tweet in G3:
[55] help,combat [54] combat,robocalling [54] robocalling,provide [54] provide,transparency [54] transparency,ve [54] ve,built [54] built,service [54] service,lookup [54] lookup,probable [54] probable,carrier Top Word Pairs in Tweet in G4:
[64] twilio,twlo [53] twilio,inc [40] inc,twlo [35] 00,pdt [32] ø,ø [31] scheduled,maintenance [30] ã,ã [29] ø,ù [27] status,scheduled [27] scheduled,apr Top Word Pairs in Tweet in G5:
[209] twilio,sendgrid [128] sendgrid,twilio [80] solving,inconvenience [80] inconvenience,looking [80] looking,up [80] up,transportation [80] transportation,timetables [80] timetables,enhancing [80] enhancing,communications [80] communications,between Top Word Pairs in Tweet in G6:
[53] infrastructure,apis [53] apis,future [53] future,tech [53] tech,plaid [53] plaid,banking [53] banking,stripe [53] stripe,payments [53] payments,marqeta [53] marqeta,card [53] card,issuing Top Word Pairs in Tweet in G7:
[13] news,analysis [11] week,14 [11] mindcommerce,tadsummit [11] tadsummit,teamapigate [11] teamapigate,ovum [11] ovum,pamelac_d [7] #cxtech,week [7] 14,news [7] analysis,mindcommerce [6] cxtech,news Top Word Pairs in Tweet in G8:
[6] gsuite,slackhq [6] slackhq,jira [6] jira,uber [6] check,out [6] out,saslavery [6] saslavery,use [6] use,conversational [6] conversational,ai [6] ai,ie [6] ie,chatbot Top Word Pairs in Tweet in G9:
[16] twilio,launched [16] launched,salesforce [16] salesforce,app [16] app,help [16] volunteers,respond [15] help,nonprofit [15] nonprofit,volunteers [15] respond,disasters [13] congratulations,very [13] being,named Top Word Pairs in Tweet in G10:
[10] check,out [8] friends,having [8] having,problems [8] problems,power [8] power,tripping [8] tripping,out [8] out,asked [8] asked,check [8] check,place [8] place,re Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: