twilio, Twitter, 12/2/2019 1:07:42 AM, 217812


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twilio_2019-12-01_13-21-11.xlsx
twilio_2019-12-01_13-21-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2019
Short Description:
twilio via NodeXL http://bit.ly/2Rakate
@twilio
@takeoveremprnow
@jeffiel
@sbisson
@glennweinstein
@gambiste1
@johnloeber
@theiconprojects
@thecodearcher
@quackarazzi

Top hashtags:
#twilio
#twilioengage
#100daysofcode
#df19
#signalconf
#python
#just100

Description:
Description
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


Overall Graph Metrics
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[180] https://www.twilio.com/blog/build-a-whatsapp-chatbot-with-python-flask-and-twilio
[29] https://www.twilio.com/blog/verify-phone-numbers-php-laravel-application-twilio-verify
[28] https://www.twilio.com/blog/introducing-python-developer-miguel-grinberg
[28] http://receive-sms-online.com
[28] http://receive-sms-now.com
[28] https://hs3x.com/
[28] https://marketingland.com/twilio-study-finds-consumers-prefer-email-and-text-when-communicating-with-brands-270712
[23] https://marketingland.com/twilio-study-finds-consumers-prefer-email-and-text-when-communicating-with-brands-270712?utm_source=dlvr.it&utm_medium=twitter
[18] https://news.ycombinator.com/item?id=21584045
[18] https://www.twilio.com/blog/broadcast-sms-text-messages-python-3-django

Top URLs in Tweet in G1:
[84] https://www.twilio.com/blog/build-a-whatsapp-chatbot-with-python-flask-and-twilio
[23] https://www.twilio.com/blog/introducing-python-developer-miguel-grinberg
[18] https://www.twilio.com/blog/broadcast-sms-text-messages-python-3-django
[7] https://www.campaignsandelections.com/prestitial
[6] https://ahoy.twilio.com/global-consumer-engagement-study
[5] https://www.twilio.com/quest
[5] https://www.mediapost.com/publications/article/343209/spam-wont-get-you-elected-presidential-hopefuls.html
[4] https://twilioengage.com/london
[4] https://twilio.chilipiper.com/book/twilio-vip-lounge?by=social-post
[4] https://www.twilio.com/blog/serverless-sms-messaging-javascript-twilio-functions

Top URLs in Tweet in G2:
[38] https://www.twilio.com/blog/build-a-whatsapp-chatbot-with-python-flask-and-twilio
[20] https://marketingland.com/twilio-study-finds-consumers-prefer-email-and-text-when-communicating-with-brands-270712?utm_source=dlvr.it&utm_medium=twitter
[15] https://marketingland.com/twilio-study-finds-consumers-prefer-email-and-text-when-communicating-with-brands-270712
[13] https://news.ycombinator.com/item?id=21584045
[10] https://thrivesearch.com/twilio-study-finds-consumers-prefer-email-and-text-when-communicating-with-brands/
[10] https://ranksol.com/twilio-sms/
[9] https://www.twilio.com/quest/learn/open-source
[5] http://feeds.marketingland.com/~r/mktingland/~3/S9ETq4kFzFw/twilio-study-finds-consumers-prefer-email-and-text-when-communicating-with-brands-270712
[4] https://martechtoday.com/twilio-study-finds-consumers-prefer-email-and-text-when-communicating-with-brands-236708
[4] https://www.fool.com/investing/2019/11/10/twilio-disappointed-in-q3-but-it-wasnt-as-bad-as-t.aspx

Top URLs in Tweet in G3:
[5] https://www.twilio.com/blog/how-to-secure-twilio-webhook-urls-in-nodejs?utm_source=social&utm_medium=stefan&utm_campaign=twitter
[5] https://www.twilio.com/docs/glossary/what-is-serverless-architecture
[4] https://dy.si/3i4AkJ2
[4] https://serverless.com/blog/serverless-and-twilio/
[3] https://www.twilio.com/blog/sending-email-attachments-with-sendgrid
[3] https://www.linkedin.com/pulse/being-solutions-engineer-twilio-five-values-lillian-wakefield/
[3] https://www.twitch.tv/cldubya
[2] https://www.twilio.com/blog/celebrity-spotting-twilio-api-whatsapp-aws-rekognition-ruby
[2] https://www.twilio.com/blog/track-email-status-ruby-on-rails-sendgrid
[2] https://www.twilio.com/blog/introducing-twilio-developer-evangelist-daizen-ikehara-jp

Top URLs in Tweet in G4:
[6] https://newsfilter.io/articles/twilio-19-as-rbc-sees-multiple-catalysts-5a9ba356a57fa0d4b8f914eaa1b8d620
[5] https://newsfilter.io/articles/twilio-named-one-of-americas-most-just-companies-by-forbes-and-just-capital-67ff1721fcd0ac5eb879f5273e3e2489
[4] https://www.eventbrite.com/e/fireside-chat-and-qa-with-jeff-lawson-co-founder-ceo-of-twilio-registration-79208437569
[4] https://newsfilter.io/articles/twilio-goes-negative-on-report-whatsapp-scaling-down-b72cb84c4cbbf4cda8df214f82937c0c
[3] http://www.twilio.org/
[3] https://boards.greenhouse.io/twilio/jobs/1877755?gh_src=99b1a9bb1
[3] https://firstround.com/review/draw-the-owl-and-other-company-values-you-didnt-know-you-should-have/?utm_content=ShareEntry-side&utm_source=twitter&utm_medium=social
[2] https://twilio.com/changelog/twilio-debugger-now-reports-flex-ui-and-plugin-errors/
[2] https://www.twilio.com/changelog/twilio-pay-payment-processing-braintree/
[2] https://www.twilio.com/changelog/twilio-narrowband-now-generally-available-ga/

Top URLs in Tweet in G5:
[3] https://medium.com/rasa-blog/building-your-own-duplex-ai-agent-using-rasa-and-twilio-bbd23c80ed30
[2] https://www.makerpad.co/tutorial/automated-airtable-sales-notifications-in-zapier
[2] https://carrd.co/
[1] https://www.spjgtm.com/
[1] https://twitter.com/spjgtm/status/1199438874075746304
[1] https://www.instagram.com/p/B5awpbMHxNg/
[1] https://www.twilio.com/blog/2014/05/send-and-receive-sms-messages-via-email-with-twilio-and-sendgrid.html
[1] https://looker.com/blog/measuring-carbon-footprint-with-data
[1] https://twitter.com/jeffiel/status/1192220867004162048
[1] https://stripe.com/docs/api/invoices/object

Top URLs in Tweet in G6:
[1] https://talkingpointz.com/pricing/
[1] https://justcapital.com/rankings/
[1] https://github.com/twilio/media-streams/tree/master/node
[1] https://www.marketsandmarkets.com/pdfdownloadNew.asp?id=203810785
[1] https://generalassemb.ly/education/the-evolution-of-communication-in-the-workplace/denver/91773
[1] https://www.channelpartnersonline.com/article/the-cp-list-20-cpaas-providers-you-should-know/
[1] https://www.channelpartnersonline.com/article/the-cp-list-20-cpaas-providers-you-should-know/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/davidsacks/status/1195170603226947584

Top URLs in Tweet in G7:
[10] https://www.twilio.com/blog/build-a-whatsapp-chatbot-with-python-flask-and-twilio
[2] https://www.youtube.com/watch?v=gGqVNuYol6o&feature=youtu.be

[2] https://www.youtube.com/watch?v=mjXM6p7O3xo&feature=youtu.be

[1] https://gorails.com/pricing
[1] https://news.ycombinator.com/item?id=21584045
[1] https://www.twilio.com/quest/learn/open-source
[1] https://store.outrightcrm.com/product/twilio-call/
[1] https://www.youtube.com/watch?v=QkAR_NVfr4g

[1] https://www.gumtree.com/p/other-software/suitecrm-twilio-power-dialer-twilio-call-outright-store/1358159944
[1] https://www.youtube.com/watch?v=_fAznlE3z9c


Top URLs in Tweet in G8:
[2] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BJrQQAW
[1] https://twitter.com/visakanv/status/1198466074263470080
[1] https://dy.si/BzAxe
[1] https://www.uctoday.com/unified-communications/cpaas/twilio-change-software-to-meet-business-comms-needs/
[1] https://www.youtube.com/watch?v=9PEg7qlPxH0&feature=youtu.be

[1] https://cdw.voicestorm.com/Article/Redirect/1145044a-f7a2-47c9-be42-291ed9f5e511?uc=2409&g=52bea110-8db2-44f4-b937-538a4e9bb48d&f=251367
[1] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ&utm_content=105915079&utm_medium=social&utm_source=twitter&hss_channel=tw-18721597#/session/a2q3A000002BJrQQAW
[1] https://twitter.com/codescience/status/1195009924654419968
[1] http://r.socialstudio.radian6.com/08d746df-21c3-4b37-9efc-f9a8245430f6
[1] https://www.youtube.com/watch?v=PHx5hOHhDZg


Top URLs in Tweet in G9:
[1] https://adventofcode.com/2019/about
[1] https://www.twilio.com/quest
[1] https://sendgrid.com/blog/sending-to-sign-in-with-apple/
[1] https://www.swarmapp.com/c/k1Ea8zpBWKd
[1] https://twilioengage.com/paris
[1] https://dy.si/BGhyo22
[1] https://dy.si/FG6U3
[1] https://hcfcatalyst.slingshotters.com/
[1] https://www.linkedin.com/slink?code=ezMKFYe
[1] https://www.linkedin.com/slink?code=gAfjBZt

Top URLs in Tweet in G10:
[2] https://blog.tmcnet.com/blog/rich-tehrani/sd-wan/tata-communications-spin-off-netfoundry-is-where-sd-wan-meets-twilio-and-network-transformation.html?utm_content=105439548&utm_medium=social&utm_source=twitter&hss_channel=tw-819356413608591360
[1] https://blog.tmcnet.com/blog/rich-tehrani/sd-wan/tata-communications-spin-off-netfoundry-is-where-sd-wan-meets-twilio-and-network-transformation.html
[1] https://firstround.com/review/this-is-how-effective-ctos-embrace-change/

Top Domains
Top Domains in Tweet in Entire Graph:
[718] twilio.com
[647] dy.si
[102] startup.jobs
[90] twitter.com
[75] marketingland.com
[37] youtube.com
[31] linkedin.com
[28] receive-sms-online.com
[28] receive-sms-now.com
[28] hs3x.com

Top Domains in Tweet in G1:
[232] twilio.com
[102] startup.jobs
[27] twitter.com
[19] dy.si
[18] splashthat.com
[16] youtube.com
[12] wantremote.com
[10] jsfeeds.com
[9] twilioengage.com
[8] uctoday.com

Top Domains in Tweet in G2:
[242] twilio.com
[48] marketingland.com
[40] dy.si
[19] mitchellmessenger.com
[18] freelancer.com
[18] ycombinator.com
[17] twitter.com
[16] linkedin.com
[12] americanbankingnews.com
[12] curiouscoins.com

Top Domains in Tweet in G3:
[534] dy.si
[59] twilio.com
[12] twitter.com
[6] sendgrid.com
[4] github.com
[4] linkedin.com
[4] twitch.tv
[4] serverless.com
[3] dev.to
[2] jsconf.jp

Top Domains in Tweet in G4:
[42] twilio.com
[20] dy.si
[17] newsfilter.io
[9] twitter.com
[9] cmlviz.com
[6] thestreet.com
[5] greenhouse.io
[5] otcdynamics.com
[5] stck.pro
[4] eventbrite.com

Top Domains in Tweet in G5:
[3] twilio.com
[3] medium.com
[2] twitter.com
[2] makerpad.co
[2] ti.to
[2] carrd.co
[1] spjgtm.com
[1] instagram.com
[1] looker.com
[1] stripe.com

Top Domains in Tweet in G6:
[2] channelpartnersonline.com
[1] talkingpointz.com
[1] justcapital.com
[1] github.com
[1] marketsandmarkets.com
[1] generalassemb.ly
[1] twitter.com

Top Domains in Tweet in G7:
[11] twilio.com
[8] youtube.com
[2] outrightcrm.com
[1] gorails.com
[1] ycombinator.com
[1] gumtree.com

Top Domains in Tweet in G8:
[3] salesforce.com
[2] twitter.com
[2] dy.si
[2] youtube.com
[1] uctoday.com
[1] voicestorm.com
[1] radian6.com
[1] deloitte.com

Top Domains in Tweet in G9:
[8] dy.si
[4] linkedin.com
[2] twilio.com
[1] adventofcode.com
[1] sendgrid.com
[1] swarmapp.com
[1] twilioengage.com
[1] slingshotters.com
[1] tom.travel
[1] teachingpython.fm

Top Domains in Tweet in G10:
[3] tmcnet.com
[1] firstround.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[162] twilio
[62] twilioengage
[54] 100daysofcode
[51] df19
[51] signalconf
[40] python
[30] just100
[29] americasmostjust
[28] javascript
[27] chatbot



Top Hashtags in Tweet in G1:
[44] twilioengage
[26] python
[14] twilio
[13] javascript
[12] df19
[12] remote
[12] job
[11] vacancy
[11] cpaas
[10] ucoms

Top Hashtags in Tweet in G2:
[37] twilio
[13] stocks
[10] twlo
[8] signalconf
[6] email
[5] marketing
[5] hiring
[5] techjobs
[5] smsmarketingapplication
[4] technology

Top Hashtags in Tweet in G3:
[29] signalconf
[28] just100
[28] americasmostjust
[25] serverless
[18] df19
[15] developer
[15] chatbot
[13] blazor
[12] twilio
[11] nationalapprenticeshipweek

Top Hashtags in Tweet in G4:
[14] twilio
[6] tech4good
[6] madrid
[4] startups
[4] stockstowatch
[3] prague
[3] paris
[3] nonprofit
[3] stocks
[3] values

Top Hashtags in Tweet in G5:
[8] joindata
[5] devcommunity
[5] devrel
[4] devmeetup
[3] financial
[3] news
[3] automation
[3] telco
[3] telephony
[3] callcenter

Top Hashtags in Tweet in G6:
[9] devfestza
[7] devfest
[4] cpaas
[3] cp20
[2] msignite2019
[2] googlecloud
[1] dreamforce2019
[1] devfestsa
[1] savemebruh
[1] market

Top Hashtags in Tweet in G7:
[9] rails
[9] blackfriday
[5] twilio
[5] twilioclicktocall
[4] twiliosms
[3] tech
[3] clicktocall
[3] twiliosendsms
[3] twiliocall
[2] suitecrm

Top Hashtags in Tweet in G8:
[9] df19
[3] dreamforce2019
[2] soap2020
[1] crm
[1] nonprofit
[1] nptech
[1] cdwsocial
[1] salesforce
[1] plgsummit19
[1] twilio

Top Hashtags in Tweet in G9:
[10] twilioengage
[8] paris
[6] engage
[5] developereducation
[3] engageparis
[3] startupaus
[3] twilio
[2] startcon2019
[1] adventofcode
[1] cpaas

Top Hashtags in Tweet in G10:
[15] engineer
[15] engineering
[10] twilio
[4] sdwan
[4] startup
[2] uc
[2] it
[2] tech
[2] netfoundry
[2] tata

Top Words
Top Words in Tweet in Entire Graph:
[3395] Words in Sentiment List#1: Positive
[1112] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[96651] Non-categorized Words
[101159] Total Words
[4183] twilio
[484] build
[467] twlo
[447] whatsapp
[327] email

Top Words in Tweet in G1:
[1059] twilio
[163] build
[156] miguelgrinberg
[143] whatsapp
[141] python
[123] chatbot
[122] flask
[74] email
[59] customer
[58] learn

Top Words in Tweet in G2:
[744] twilio
[296] twlo
[226] inc
[168] status
[157] nyse
[123] stock
[92] 00
[88] scheduled
[88] maintenance
[86] 2019

Top Words in Tweet in G3:
[910] twilio
[163] learn
[116] build
[98] using
[92] customers
[86] email
[86] use
[82] flex
[81] more
[79] join

Top Words in Tweet in G4:
[326] twilio
[100] jeffiel
[76] twlo
[42] team
[37] ship
[32] ceo
[28] email
[25] prague
[24] day
[23] jakubnesetril

Top Words in Tweet in G5:
[142] twilio
[43] stripe
[27] zapier
[23] standardlibrary
[21] airtable
[18] using
[18] netlify
[16] tomosman
[16] workshop
[15] webflow

Top Words in Tweet in G6:
[32] twilio
[13] zoom_us
[10] dalehumby
[9] whatsapp
[9] #devfestza
[9] hey
[9] denver
[9] come
[9] join
[9] panel

Top Words in Tweet in G7:
[22] twilio
[10] python
[9] youtube
[9] re
[9] #rails
[9] developer
[9] gorails
[9] great
[9] #blackfriday
[9] sale

Top Words in Tweet in G8:
[61] twilio
[37] first
[37] api
[35] amazon
[35] realize
[35] internal
[35] team
[35] expose
[35] primary
[35] product

Top Words in Tweet in G9:
[100] twilio
[21] clouddpj
[18] superclass
[18] clementsauvage
[15] paris
[13] evaneos
[12] health
[11] fun
[11] brendanyell
[10] great

Top Words in Tweet in G10:
[15] #engineer
[15] manager
[15] vp
[15] #engineering
[15] successfully
[15] make
[15] transition
[15] continue
[15] move
[14] transformation

Top Word Pairs
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
Top Replied-To in Entire Graph:
@twilio
@miguelgrinberg
@dianahsmith
@vogueandcode
@philnash
@chloecondon
@jeffiel
@twiliohelp
@clementsauvage
@galeries_laf

Top Replied-To in G1:
@twilio
@miguelgrinberg
@galeries_laf
@twiliohelp
@octopus_energy
@mr__w0rld
@anthonychiulli
@zingdevs
@marceloplima
@nobullshitplzok

Top Replied-To in G3:
@twilio
@chloecondon
@philnash
@amys_kapers
@maximumgilliard
@laylacodesit
@nodunayo
@annthurium
@manekinekko
@berndverst

Top Replied-To in G4:
@dianahsmith
@jeffiel
@twilio
@imcatnoone
@jowyang
@thestreet
@jakubnesetril
@martin_kasa
@kevin_mueller
@lindybrandon

Top Replied-To in G5:
@tomosman
@jsjoeio
@andrewtorkbaker
@twilio
@notionhq
@chetanp
@gokulr
@danderoz
@aspittel
@danielmintz

Top Replied-To in G6:
@dalehumby
@twilio
@twiliohelp
@dianahsmith
@snov_io
@cledarahq
@alaasaayed

Top Replied-To in G7:
@xeyons
@blakeir
@milesoftweets

Top Replied-To in G8:
@twilio
@nickyscarfa
@dmessing
@mikemartin__c
@glennweinstein

Top Replied-To in G9:
@clouddpj
@clementsauvage
@twilio
@brendanyell
@mickstevens
@itstayfay
@jeanfrancis
@andy_w_farrell
@scgreenhalgh
@nakansuke

Top Replied-To in G10:
@idc

Top Mentioned
Top Mentioned in Entire Graph:
@twilio
@miguelgrinberg
@jeffiel
@sendgrid
@fullstackpython
@chloecondon
@stripe
@whatsapp
@johnloeber
@techwatcher_

Top Mentioned in G1:
@twilio
@miguelgrinberg
@fullstackpython
@pythonweekly
@octopus_energy
@jeffiel
@sendgrid
@moneypenny
@mattmakai
@uctodaynews

Top Mentioned in G2:
@aftvitaliy
@freemartinsmar1
@juchtervbergen
@hue_marketing
@sageboss3
@0vi07
@syedsharukh
@codersrank

Top Mentioned in G3:
@twilio
@chloecondon
@angular
@sendgrid
@azurefunctions
@forbes
@justcapital_
@whatsapp
@azure
@chatterboxcoder

Top Mentioned in G4:
@twilio
@jeffiel
@jakubnesetril
@simonvostry
@twiliodotorg
@tripactions
@jimcramer
@segment
@twi
@thestreet

Top Mentioned in G5:
@twilio
@stripe
@zapier
@airtable
@standardlibrary
@netlify
@webflow
@slackhq
@swyx
@prettierc

Top Mentioned in G6:
@twilio
@zoom_us
@ga_denver
@mdharrington_
@websummit
@chargify
@nylas
@docsend
@swittech
@saastock

Top Mentioned in G7:
@youtube
@gorails
@dalezak
@twilio
@forerunnervc
@trae
@staceycurry
@wayeechu
@sutiandong
@abanse2

Top Mentioned in G8:
@johnloeber
@twilio
@salesforce
@geneia
@codescience
@spartasystems
@facebook
@appexchange
@salesforce_labs
@glennweinstein

Top Mentioned in G9:
@twilio
@clouddpj
@clementsauvage
@evaneos
@georgehusf
@galeries_laf
@jgrinbaum
@fenauxraphael
@brendanyell
@audreypoulet

Top Mentioned in G10:
@tomscopazzi
@tata_comm
@netfoundry
@rtehrani
@twilio
@emcooke
@ciscoiot
@soracomiot
@attbusiness
@verizonbusiness

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@alerttrade
@cryptotraderpro
@tickerreport
@arkangelscrap
@consumerfeed
@robinsnewswire
@marcodacostafx
@javascriptd
@watchlistn

Top Tweeters in G1:
@javascriptd
@aaroncuddeback
@marksandspencer
@calcaware
@ask_spectrum
@lilbumblebeartv
@cybersec_feeds
@nytimes
@mediapost
@wong52

Top Tweeters in G2:
@americanbanking
@cryptotraderpro
@tickerreport
@consumerfeed
@robinsnewswire
@watchlistn
@intercooleronli
@pypi_updates2
@dailypoliticaln
@dakotafinancial

Top Tweeters in G3:
@rowast
@jhamby
@zdnet
@forbes
@serverlessfan
@xzpwedvhhh37i3c
@mokudai
@julielerman
@scottgal
@montogeek

Top Tweeters in G4:
@lelkan
@gambiste1
@henryfaroh09
@mcortess_2010
@thestreet
@trdngdrivatives
@sirchamallow
@lesshertmoreluv
@benzinga
@otcdynamics

Top Tweeters in G5:
@santchiweb
@slackhq
@ks7000
@jeanfrancis
@gmail
@valdesjo77
@sproutsocial
@hubspot
@valb00
@mailchimp

Top Tweeters in G6:
@att
@google
@lynnea58
@davemichels
@ringcentral
@zkerravala
@awscloud
@genesys
@docolumide
@channel_online

Top Tweeters in G7:
@gamergeeknews
@moneymasterx
@takeoveremprnow
@m157q_news_rss
@benedictevans
@cottonwood100
@hackernewsrobot
@mgsiegler
@danprimack
@milleroval

Top Tweeters in G8:
@marriottbonvoy
@businessinsider
@eric_young_1
@monkchips
@visakanv
@directorblue
@marriott
@cdwgwagov
@salesforce
@venkilive

Top Tweeters in G9:
@themanufacturer
@waxzce
@thedamfr
@shay_i_am
@ethanpierse
@yannkervarec
@mikenicholls88
@anthonybayss
@nakansuke
@clementsauvage

Top Tweeters in G10:
@startupsbot
@richsimmondsza
@colorstreamedia
@padididit
@thehipposhoe
@rtehrani
@startupbulletin
@arm
@serginator_rt
@telefonicaiot