#cdntech, Twitter, 4/26/2019 1:44:41 PM, 194938


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#cdntech_2019-04-26_06-25-30.xlsx
#cdntech_2019-04-26_06-25-30.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 26, 2019
Short Description:
#cdntech via NodeXL http://bit.ly/2Vn3hhL
@betakit
@itworldca
@richgadam
@pwc_tech
@mark_goldberg
@investontario
@uwvelocity
@cadinnovators
@jeremylaurinoce
@cdn_channel

Top hashtags:
#cdntech
#cdntop100
#cdnpoli
#tech
#canada
#cts19
#cdninnovation
#innovation

Description:
Description
The graph represents a network of 306 Twitter users whose recent tweets contained "#cdntech", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 26 April 2019 at 13:36 UTC.

The tweets in the network were tweeted over the 9-day, 12-hour, 54-minute period from Wednesday, 17 April 2019 at 00:17 UTC to Friday, 26 April 2019 at 13:12 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 : 306
Unique Edges : 410
Edges With Duplicates : 220
Total Edges : 630
Self-Loops : 85
Reciprocated Vertex Pair Ratio : 0.0555555555555556
Reciprocated Edge Ratio : 0.105263157894737
Connected Components : 33
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 209
Maximum Edges in a Connected Component : 516
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.906607
Graph Density : 0.00468231008250295
Modularity : 0.606304
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] https://betakit.com/global-interest-in-canadian-tech-jobs-grown-58-percent-since-2015-report-finds/
[9] https://betakit.com/four-waterloo-projects-receiving-41-million-for-quantum-ai-machine-learning/
[8] http://mhgoldberg.com/blog/?p=12657
[7] https://betakit.com/wealthsimple-freshbooks-vidyard-make-canadas-top-small-and-medium-employers-2019/
[6] https://betakit.com/canadas-tech-talent-industry-tracks-renewed-interest-with-permanent-global-talent-stream/
[6] https://betakit.com/canadas-tech-hubs-fall-in-startup-ecosystem-rankings-smaller-cities-show-promise/
[5] https://www.itworldcanada.com/messagent.php?ID=mIETu%2BEeyxRX%2BLd_HbxnBlMhXPXsxRD5zbClilB6VyFmqQUopmnurUZVhebBB4DKKgS8YaBOQYONV9mmmT&SOURCE=1c50e374-10e2-1753-9ed3-4d014b11ea5d&REF=Twitter
[5] https://www.telecomsummit.com/
[5] https://www.priv.gc.ca/en/opc-news/news-and-announcements/2019/nr-c_190425/
[4] https://www.itworldcanada.com/messagent.php?ID=mIETu%2BEeyxRX%2BLd_HbxnBlMhXPXsxRD5zbClilB6VyFmqQUopmnurUZVhebBB4DKKgS8YaBOQYONV9mmmT&SOURCE=1c50e374-10e2-1753-9ed3-4d014b11ea5d&REF=Social

Top URLs in Tweet in G1:
[3] https://betakit.com/axonify-expanding-presence-in-europe/
[3] https://www.ocediscovery.com/
[2] https://betakit.com/global-interest-in-canadian-tech-jobs-grown-58-percent-since-2015-report-finds/
[1] https://www.siliconrepublic.com/start-ups/toronto-tech-entrepreneurs
[1] https://betakit.com/montreal-based-virtualmed-bringing-ai-to-virtual-healthcare/
[1] https://betakit.com/four-waterloo-projects-receiving-41-million-for-quantum-ai-machine-learning/
[1] https://betakit.com/velocity-and-yc-grad-fuzzbuzz-raises-3-6-million-cad-seed-round/
[1] https://twitter.com/betakit/status/1121063625723121664
[1] https://techcrunch.com/2019/04/17/wattpad-partners-with-sony-pictures-television-for-original-programming/
[1] https://betakit.com/toronto-fintech-lendified-raises-15-million-cad-series-a/

Top URLs in Tweet in G2:
[5] https://www.itworldcanada.com/messagent.php?ID=mIETu%2BEeyxRX%2BLd_HbxnBlMhXPXsxRD5zbClilB6VyFmqQUopmnurUZVhebBB4DKKgS8YaBOQYONV9mmmT&SOURCE=1c50e374-10e2-1753-9ed3-4d014b11ea5d&REF=Twitter
[4] https://www.itworldcanada.com/messagent.php?ID=mIETu%2BEeyxRX%2BLd_HbxnBlMhXPXsxRD5zbClilB6VyFmqQUopmnurUZVhebBB4DKKgS8YaBOQYONV9mmmT&SOURCE=1c50e374-10e2-1753-9ed3-4d014b11ea5d&REF=Social
[2] https://channeldailynews.com/news/cdn-lifetime-achievement-award-michael-murphy/66588
[2] https://zurl.co/QJRF
[2] https://www.itworldcanada.com/article/canadian-software-firms-expand-business-in-asia-through-government-trade-efforts/417063
[2] https://www.itworldcanada.com/article/cyberport-inside-hong-kongs-unicorn-factory/417182
[1] https://zurl.co/yIKn
[1] https://zurl.co/1AvD
[1] https://zurl.co/gFtv
[1] https://channeldailynews.com/news/new-dark-web-search-tool-uncovers-unpleasant-but-important-information-for-clients/66952

Top URLs in Tweet in G3:
[2] https://betakit.com/mars-communitech-invest-ottawa-receiving-52-4-million-for-first-of-its-kind-scale-up-program/
[1] http://td.mediaroom.com/2019-04-23-TD-and-Microsoft-Enter-into-a-Strategic-Relationship-to-Power-the-Future-of-Digital-Customer-Experiences
[1] https://globalnews.ca/news/5117201/canada-immigration-tech-trump/
[1] https://techsikhs.eventbrite.ca/
[1] https://twitter.com/WorldSikhOrg/status/1121153266585350146
[1] https://www.investinontario.com/spotlights/10-self-driving-vehicle-companies-watch-2019
[1] https://uwaterloo.ca/conrad-school-entrepreneurship-business/news/beyond-expectations-catalight-shines-worlds-largest-and
[1] https://techcrunch.com/2019/04/18/y-combinator-grad-fuzzbuzz-lands-2-7-million-seed-round-to-deliver-fuzzing-as-a-service/
[1] https://www.youtube.com/watch?v=vMXivgUGVn8

[1] https://betakit.com/four-waterloo-projects-receiving-41-million-for-quantum-ai-machine-learning/

Top URLs in Tweet in G4:
[7] https://betakit.com/wealthsimple-freshbooks-vidyard-make-canadas-top-small-and-medium-employers-2019/
[6] https://betakit.com/global-interest-in-canadian-tech-jobs-grown-58-percent-since-2015-report-finds/
[6] https://betakit.com/four-waterloo-projects-receiving-41-million-for-quantum-ai-machine-learning/
[6] https://betakit.com/canadas-tech-hubs-fall-in-startup-ecosystem-rankings-smaller-cities-show-promise/
[5] https://betakit.com/canadas-tech-talent-industry-tracks-renewed-interest-with-permanent-global-talent-stream/
[4] https://betakit.com/canadian-tech-needs-to-redefine-its-sense-of-scale/
[3] https://betakit.com/what-budget2019-got-right-for-canadian-tech/
[2] http://pbynd.co/pzvnj
[1] https://betakit.com/mars-communitech-invest-ottawa-receiving-52-4-million-for-first-of-its-kind-scale-up-program/
[1] https://betakit.com/wattpad-sony-pictures-television-teaming-up-for-tv-programming-deal/

Top URLs in Tweet in G5:
[8] http://mhgoldberg.com/blog/?p=12657
[5] https://www.telecomsummit.com/
[5] https://www.priv.gc.ca/en/opc-news/news-and-announcements/2019/nr-c_190425/
[2] http://mhgoldberg.com/blog/?p=12660
[1] http://j.mp/Q5XmDD1
[1] https://twitter.com/simonhoupt/status/1119983766116741120
[1] https://business.financialpost.com/telecom/a-very-critical-time-the-next-12-or-24-months-will-define-canadas-digital-future-rogers
[1] https://www.telecomsummit.com/pricing/?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=Regular_Ends_2_Weeks&utm_campaign=CTS2019
[1] https://www.telecomsummit.com/speakers/?uww_spkid=21243756&utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=James_Buchanan&utm_campaign=CTS2019

Top URLs in Tweet in G6:
[2] http://policyoptions.irpp.org/magazines/april-2019/the-policy-challenge-of-frozen-embryos/
[1] http://policyoptions.irpp.org/magazines/april-2019/start-governing-ai-now-with-some-early-limits/

Top URLs in Tweet in G7:
[2] https://twitter.com/BetaKit/status/1118934876093341698
[1] https://twitter.com/richgadam/status/1120686144776282112
[1] https://www.linkedin.com/pulse/scale-up-canadian-tech-companies-need-optimize-future-rich-adam/
[1] https://betakit.com/four-waterloo-projects-receiving-41-million-for-quantum-ai-machine-learning/
[1] https://twitter.com/BetaKit/status/1120307193537028097
[1] https://betakit.com/canadas-tech-talent-industry-tracks-renewed-interest-with-permanent-global-talent-stream/

Top URLs in Tweet in G8:
[1] https://www.linkedin.com/company/terragon-environmental-technologies/?originalSubdomain=ca

Top URLs in Tweet in G9:
[2] http://europa.eu/rapid/press-release_STATEMENT-19-2174_en.htm?utm_campaign=Newsletters&utm_source=sendgrid&utm_medium=email
[1] https://twi.li/Yh8bQR
[1] https://twitter.com/BetaKit/status/1120387645744529408
[1] https://twitter.com/SVForum/status/1121164716859170816
[1] https://toronto.citynews.ca/2019/04/24/facebook-anticipates-privacy-fine-of-up-to-5b/
[1] https://twitter.com/VictorFedeli/status/1121486878686027777
[1] https://t.co/7EAIny9VQc
[1] https://t.co/t7xWNWjysf
[1] https://t.co/ASHipCbwsS
[1] https://t.co/YgihLl6jrA

Top URLs in Tweet in G10:
[2] https://betakit.com/heyday-ai-raises-2-million-for-ai-powered-shopping-assistant/
[1] https://www.cbc.ca/news/canada/edmonton/summit-tech-edmonton-singularityu-1.5109864?__vfz=medium%3Dsharebar

Top Domains
Top Domains in Tweet in Entire Graph:
[57] betakit.com
[21] twitter.com
[17] zurl.co
[14] itworldcanada.com
[10] mhgoldberg.com
[9] misa-asim.ca
[7] telecomsummit.com
[6] channeldailynews.com
[6] gc.ca
[6] pbynd.co

Top Domains in Tweet in G1:
[9] betakit.com
[3] ocediscovery.com
[2] twitter.com
[2] youtube.com
[1] siliconrepublic.com
[1] techcrunch.com
[1] deadline.com
[1] theglobeandmail.com
[1] gasworld.com
[1] journaldequebec.com

Top Domains in Tweet in G2:
[17] zurl.co
[14] itworldcanada.com
[6] channeldailynews.com
[2] twitter.com
[1] notjusthotair.com

Top Domains in Tweet in G3:
[4] betakit.com
[1] mediaroom.com
[1] globalnews.ca
[1] eventbrite.ca
[1] twitter.com
[1] investinontario.com
[1] uwaterloo.ca
[1] techcrunch.com
[1] youtube.com
[1] newswire.ca

Top Domains in Tweet in G4:
[40] betakit.com
[2] pbynd.co
[1] twitter.com

Top Domains in Tweet in G5:
[10] mhgoldberg.com
[7] telecomsummit.com
[5] gc.ca
[1] j.mp
[1] twitter.com
[1] financialpost.com

Top Domains in Tweet in G6:
[3] irpp.org

Top Domains in Tweet in G7:
[4] twitter.com
[2] betakit.com
[1] linkedin.com

Top Domains in Tweet in G8:
[1] linkedin.com

Top Domains in Tweet in G9:
[5] t.co
[3] twitter.com
[2] europa.eu
[1] twi.li
[1] citynews.ca

Top Domains in Tweet in G10:
[2] betakit.com
[1] cbc.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[280] cdntech
[61] cdntop100
[41] cdnpoli
[36] tech
[31] canada
[18] cts19
[14] cdninnovation
[12] innovation
[12] leadership
[12] startup



Top Hashtags in Tweet in G1:
[28] cdntech
[14] cdninnovation
[7] cleantech
[4] startup
[4] fintech
[4] ocediscovery
[2] toronto
[2] cdnbiz
[2] ict
[1] startups

Top Hashtags in Tweet in G2:
[69] cdntech
[54] cdntop100
[22] canada
[15] tech
[10] leadership
[8] google
[7] cloud
[6] awards
[5] digitaltransformation
[2] samsung

Top Hashtags in Tweet in G3:
[24] cdntech
[6] tech
[6] startup
[5] autonomous
[4] wrtech
[3] ai
[3] startups
[2] innovation
[2] kwawesome
[2] thedisruptors

Top Hashtags in Tweet in G4:
[50] cdntech
[8] budget2019
[7] govt
[6] towrcorridor
[5] cdnpoli

Top Hashtags in Tweet in G5:
[28] cdntech
[20] cdnpoli
[18] cts19
[4] crtc
[3] ctstor
[2] inclusiveinnovation
[2] cdntele
[2] toronto
[2] summit
[2] telecommunications

Top Hashtags in Tweet in G6:
[3] cdnpoli
[3] cdntech
[1] ai

Top Hashtags in Tweet in G7:
[12] cdntech
[2] growtheswo
[1] towrcorridor
[1] budget2019

Top Hashtags in Tweet in G8:
[2] philippines
[2] canada
[2] canadian
[1] cdntech
[1] cleantech

Top Hashtags in Tweet in G9:
[14] cdntech
[6] cdntop100
[3] canada
[2] womenintech
[2] facebook
[2] google
[2] twitter
[2] cdnpoli
[2] leadership
[2] tech

Top Hashtags in Tweet in G10:
[4] biotech
[2] cdntech
[2] ai
[1] cdntop100
[1] investincanada
[1] artificialintelligence

Top Words
Top Words in Tweet in Entire Graph:
[418] Words in Sentiment List#1: Positive
[131] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[9149] Non-categorized Words
[9698] Total Words
[280] #cdntech
[61] #cdntop100
[60] s
[59] canadian
[56] tech

Top Words in Tweet in G1:
[28] #cdntech
[22] innovator
[22] update
[20] canadian
[20] cadinnovators
[14] #cdninnovation
[12] s
[12] ceo
[11] led
[9] based

Top Words in Tweet in G2:
[69] #cdntech
[54] #cdntop100
[50] cdn_channel
[29] top
[24] 100
[24] s
[23] channel
[22] #canada
[20] gala
[19] avaya

Top Words in Tweet in G3:
[24] #cdntech
[12] communitech
[11] million
[10] companies
[9] uwvelocity
[9] morning
[8] congrats
[8] velocity
[7] justintrudeau
[7] tech

Top Words in Tweet in G4:
[50] #cdntech
[39] betakit
[19] tech
[17] canada's
[13] global
[13] receiving
[13] million
[12] talent
[11] interest
[11] scale

Top Words in Tweet in G5:
[28] #cdntech
[20] #cdnpoli
[18] telecom
[18] #cts19
[17] mark_goldberg
[16] trust
[14] privacyprivee
[12] privacy
[11] june
[11] 3

Top Words in Tweet in G6:
[7] let's
[6] irpp
[4] govern
[4] complex
[4] field
[4] ai
[4] start
[4] public
[4] agree
[4] unacceptable

Top Words in Tweet in G7:
[12] #cdntech
[8] great
[7] richgadam
[7] global
[6] success
[6] stories
[6] enterprise
[6] dozens
[6] more
[6] tech

Top Words in Tweet in G8:
[3] send
[2] response
[2] #philippines
[2] garbage
[2] gate
[2] #canada
[2] #canadian
[2] made
[2] terragonenv
[2] mags

Top Words in Tweet in G9:
[14] #cdntech
[6] #cdntop100
[4] great
[4] cdn_channel
[4] s
[4] top
[3] canada
[3] code
[3] media
[3] gala

Top Words in Tweet in G10:
[4] braithwaiteca
[4] #biotech
[4] lab
[4] kits
[4] exoskeletons
[4] more
[4] tech
[4] summit
[4] comes
[4] edmonton

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[26] top,100
[25] #cdntop100,#cdntech
[22] innovator,update
[20] scale,up
[16] #cdntop100,gala
[16] canadian,tech
[15] #cdntech,#cdnpoli
[15] #canada,#tech
[15] #cdntech,#canada
[15] cadinnovators,innovator

Top Word Pairs in Tweet in G1:
[22] innovator,update
[15] cadinnovators,innovator
[13] #cdntech,#cdninnovation
[8] update,canadian
[7] canadian,#cleantech
[7] #cleantech,firm
[7] firm,hydrogenics
[7] hydrogenics,entered
[7] entered,agreement
[7] agreement,halcyon

Top Word Pairs in Tweet in G2:
[24] top,100
[22] #cdntop100,#cdntech
[14] #cdntech,#canada
[13] #cdntop100,gala
[12] #canada,#tech
[11] solution,providers
[8] hong,kong
[7] once,again
[7] april,24
[7] isn,t

Top Word Pairs in Tweet in G3:
[7] congrats,velocity
[7] scale,up
[5] velocity,alumni
[5] waterloo,region
[5] region,scaleup
[5] scaleup,project
[5] million,support
[5] laurier's,lazaridisinst
[5] lazaridisinst,schlegellaurier
[5] schlegellaurier,joined

Top Word Pairs in Tweet in G4:
[10] canada's,tech
[8] betakit,canada's
[8] scale,up
[7] mars,communitech
[7] communitech,invest
[7] invest,ottawa
[7] ottawa,receiving
[7] receiving,52
[7] 52,4
[7] 4,million

Top Word Pairs in Tweet in G5:
[11] telecom,trends
[10] june,3
[10] 3,5
[9] trends,#cdntech
[9] #cdntech,#cts19
[8] #cdntech,#cdnpoli
[8] trust,telecommunications
[8] telecommunications,telecom
[8] #cts19,#cdnpoli
[8] #cdnpoli,huawei_canada

Top Word Pairs in Tweet in G6:
[4] govern,complex
[4] complex,field
[4] field,ai
[4] ai,start
[4] start,let's
[4] let's,public
[4] public,agree
[4] agree,unacceptable
[4] unacceptable,legislate
[3] #cdnpoli,#cdntech

Top Word Pairs in Tweet in G7:
[6] #cdntech,great
[6] great,success
[6] success,stories
[6] stories,global
[6] global,enterprise
[6] enterprise,dozens
[6] dozens,more
[6] more,tech
[6] tech,companies
[6] companies,don

Top Word Pairs in Tweet in G8:
[2] response,#philippines
[2] #philippines,garbage
[2] garbage,gate
[2] gate,#canada
[2] #canada,send
[2] send,#canadian
[2] #canadian,made
[2] made,terragonenv
[2] terragonenv,mags
[2] mags,system

Top Word Pairs in Tweet in G9:
[3] #cdntop100,#cdntech
[3] #cdntop100,gala
[2] #facebook,#google
[2] #google,#twitter
[2] #twitter,met
[2] audiovisual,media
[2] media,services
[2] discuss,voluntary
[2] disinfo,code
[2] #cdnpoli,#cdntech

Top Word Pairs in Tweet in G10:
[4] #biotech,lab
[4] lab,kits
[4] kits,exoskeletons
[4] exoskeletons,more
[4] more,tech
[4] tech,summit
[4] summit,comes
[4] comes,edmonton
[4] edmonton,singularityucan
[4] singularityucan,hosts

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@betakit
@cdn_channel
@cadinnovators
@mark_goldberg
@avaya
@cdnchannelchief
@misaontario
@richgadam
@communitech
@ised_ca

Top Mentioned in G1:
@cadinnovators
@betakit
@hydrogenics
@axonify
@mogomoney
@gdfeller
@soti_inc
@carolleaman
@oceinnovation
@wattpad

Top Mentioned in G2:
@cdn_channel
@avaya
@cdnchannelchief
@esricanada
@itworldca
@veeamcanada
@dandh_ca
@pythian
@indeed
@quartech

Top Mentioned in G3:
@communitech
@uwvelocity
@justintrudeau
@schlegellaurier
@lazaridisinst
@pitstopconnect
@investontario
@laurier
@ac_waterloo
@investottawa

Top Mentioned in G4:
@betakit
@pwc_tech
@wealthsimple
@freshbooks
@vidyard
@dingle
@axonify
@richgadam
@mowattcolin
@pw

Top Mentioned in G5:
@mark_goldberg
@ised_ca
@huawei_canada
@navdeepsbains
@huawei
@cfsc_opec
@thll
@silverorangeinc
@anncavoukian
@privacyprivee

Top Mentioned in G6:
@irpp
@varditravitsky
@bioethiqueudem
@umontreal_news
@va
@roborobbins
@iogca

Top Mentioned in G7:
@richgadam
@betakit
@isabelle_kirk

Top Mentioned in G8:
@terragonenv
@nicoleverkindt
@ailish_campbell
@spencerqfraser
@katepurchase
@telfordk

Top Mentioned in G10:
@braithwaiteca
@singularityucan
@heydaychat
@betakit
@itworldca
@cbcnews

Top Tweeters
Top Tweeters in Entire Graph:
@mcdonalds
@globeandmail
@lndontretweets
@ksp_libs
@andytoronto
@guelphbugle
@machinelearn_d
@santchiweb
@cbcnews
@techcrunch

Top Tweeters in G1:
@ksp_libs
@guelphbugle
@techcrunch
@siliconrepublic
@wattpad
@francoislegault
@oceinnovation
@mogomoney
@thehilltimes
@annafoat

Top Tweeters in G2:
@aldo_zaffalon
@nigelwallis
@itworldca
@itbusinessca
@cdn_channel
@canadiangis
@avaya
@fletch911
@brianjjackson
@esentire

Top Tweeters in G3:
@bnnbloomberg
@marsdd
@berryonline
@communitech
@investontario
@electrcshepherd
@wloowarriors
@justintrudeau
@uwaterloo
@uwvelocity

Top Tweeters in G4:
@andytoronto
@derekmacewen
@allendavidov
@mbohl07
@deepindex
@vidyard
@trentjohnsen
@freshbooks
@betakit
@mattchll

Top Tweeters in G5:
@financialpost
@lynngr
@sboots
@mark_goldberg
@telus
@securees
@anncavoukian
@ftc
@cathleencrudden
@huawei

Top Tweeters in G6:
@deceitindrugs
@robacooper
@jenditchburn
@irpp
@va
@umontreal_news
@varditravitsky
@roborobbins
@sherrysprince
@iogca

Top Tweeters in G7:
@tron
@pwc_canada
@lianne1017
@cassruggiero
@liston
@richgadam
@wdhopkins
@_mchong
@isabelle_kirk

Top Tweeters in G8:
@telfordk
@ailish_campbell
@katepurchase
@nicoleverkindt
@mc27691580sarah
@spencerqfraser
@terragonenv

Top Tweeters in G9:
@gonevoip
@jkobopoli
@mediamorphis
@davidtareen
@clarevsa
@cancgsf
@virtual_gurus

Top Tweeters in G10:
@cbcnews
@torontoedge
@singularityucan
@braithwaitenet
@braithwaiteca
@heydaychat