dctech, Twitter, 3/31/2020 6:09:04 AM, 224071


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dctech_2020-03-30_22-30-16.xlsx
dctech_2020-03-30_22-30-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 31, 2020
Short Description:
dctech via NodeXL https://bit.ly/3dHVjpG
@thesiliconhill
@technicallydc
@devopsdaysdc
@dc__movers
@gabrelyanov
@bytebackdc
@opaqcloud
@jayroo5245
@dckotlin
@digitalequitydc

Top hashtags:
#dctech
#webdesign
#ux
#development
#ui
#washingtondc
#covid19
#coronavirus

Description:
Description
The graph represents a network of 225 Twitter users whose tweets in the requested range contained "dctech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 31 March 2020 at 05:30 UTC.

The requested start date was Tuesday, 31 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 4-hour, 0-minute period from Tuesday, 17 March 2020 at 11:13 UTC to Monday, 30 March 2020 at 15:14 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 : 225
Unique Edges : 334
Edges With Duplicates : 241
Total Edges : 575
Number of Edge Types : 4
MentionsInRetweet : 339
Mentions : 86
Replies to : 3
Tweet : 147
Self-Loops : 147
Reciprocated Vertex Pair Ratio : 0.0589970501474926
Reciprocated Edge Ratio : 0.11142061281337
Connected Components : 27
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 132
Maximum Edges in a Connected Component : 324
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.101732
Graph Density : 0.00712301587301587
Modularity : 0.553582
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 225 Twitter users whose tweets in the requested range contained "dctech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 31 March 2020 at 05:30 UTC.

The requested start date was Tuesday, 31 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 4-hour, 0-minute period from Tuesday, 17 March 2020 at 11:13 UTC to Monday, 30 March 2020 at 15:14 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 : dctech
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:
[13] https://zoom.us/j/328972509
[6] http://dlvr.it/RSVVSw
[6] http://technical.ly/dc/2020/03/17/dctech-list-local-business-resources-covid19-spread-coronavirus
[3] https://www.govtech.com/opinion/Smart-Cities-Should-Get-Back-to-Basics-with-Data-Driven-Work.html
[2] https://opaq.com/newsroom/opaq-achieves-soc-2-type-ii-certification/?utm_source=twitter
[2] https://www.startupgrind.com/events/details/startup-grind-washington-dc-presents-paul-misener-amazon-vp-of-global-innovation-policy-and-communications/#/
[2] https://twitter.com/MayorBowser/status/1123573988054192128
[2] https://twitter.com/TheSiliconHill/status/1212544847162355712
[2] https://twitter.com/peterahigh/status/1112525030397759488
[2] https://www.meetup.com/pydistrict/events/269589434/

Top URLs in Tweet in G1:
[2] https://twitter.com/MayorBowser/status/1123573988054192128
[2] https://twitter.com/peterahigh/status/1112525030397759488
[2] https://twitter.com/TheSiliconHill/status/1212544847162355712
[1] http://technical.ly/dc/2020/03/17/dctech-list-local-business-resources-covid19-spread-coronavirus
[1] https://technical.ly/dc/2020/03/17/this-week-in-jobs-in-this-together-edition-tech-hiring-dmv-region
[1] https://twitter.com/OCTODC/status/1239599223471050754
[1] https://twitter.com/yorkerhodes/status/1241743486531010564
[1] https://twitter.com/brooklynsbdc/status/1242091321768022017
[1] https://twitter.com/emdashry/status/1242202355640061952
[1] https://twitter.com/18f/status/1243568461399425027

Top URLs in Tweet in G2:
[4] http://technical.ly/dc/2020/03/17/dctech-list-local-business-resources-covid19-spread-coronavirus
[2] http://technical.ly/dc/2020/03/16/running-list-dctech-events-rescheduled-canceled-gone-virtual-covid19-coronavirus
[1] https://technical.ly/dc/2020/03/26/a-new-business-model-for-the-digital-economy-modus-create-remote-work
[1] https://technical.ly/dc/2020/03/17/this-week-in-jobs-in-this-together-edition-tech-hiring-dmv-region
[1] http://technical.ly/dc/2020/03/17/norfolk-virginia-rise-resilience-innovations-challenge-software-development-build-urban-mobility-apps
[1] http://technical.ly/dc/2020/03/18/aerial-applications-drones-artificial-intelligence-deal-us-air-force
[1] http://technical.ly/dc/2020/03/19/getupside-two-new-partnerships-expand-digital-rewards-platform-gasbuddy-checkout51
[1] http://technical.ly/dc/2020/03/20/pathogen-testing-company-aperiomics-has-launched-covid19-test-coronavirus
[1] http://technical.ly/dc/2020/03/23/virgina-based-lynk-satellite-startup-sent-text-message-from-space-to-mobile-phone
[1] http://technical.ly/dc/2020/03/23/nova-northern-virginia-community-college-emergency-student-aid-fund-coronavirus-covid19

Top URLs in Tweet in G3:
[1] http://dctech.chat/

Top URLs in Tweet in G4:
[2] https://opaq.com/newsroom/opaq-achieves-soc-2-type-ii-certification/?utm_source=twitter
[1] https://www.channelfutures.com/mssp-insider/cybersecurity-providers-answer-call-for-protection-from-covid-19-cyber-risk?utm_source=twitter
[1] https://business.financialpost.com/technology/tech-news/covid-19-blackberry-citrix-among-firms-seeing-leap-in-remote-access-solution-sales?utm_source=twitter
[1] https://www.helpnetsecurity.com/2020/03/18/security-edge/?utm_source=agorapulse
[1] https://opaq.com/infographic-securing-remote-workers-with-sase/?utm_source=twitter
[1] http://go.opaq.com/2020Q1-COVID-19SecureRemoteAccess_ZTNASASE-RegistrationPage.html?utm_source=linkedin&utm_medium=ppc&utm_campaign=covid19
[1] https://opaq.com/newsroom/weathering-the-storm-or-the-next-one-via-secure-remote-work-sase-aka-sassy/?utm_source=twitter
[1] https://twitter.com/gabrelyanov/status/1240996442057170947
[1] http://www.furnitureassemblyexperts.com/

Top URLs in Tweet in G5:
[13] https://zoom.us/j/328972509

Top URLs in Tweet in G6:
[2] https://twitter.com/DCKotlin/status/1242623061855277056
[1] https://twitter.com/dc_ios/status/1243600165837000704
[1] https://twitter.com/gdglisbon/status/1239712884604702720

Top URLs in Tweet in G7:
[2] https://www.meetup.com/pydistrict/events/269589434/

Top URLs in Tweet in G8:
[1] http://technical.ly/dc/2020/03/17/dctech-list-local-business-resources-covid19-spread-coronavirus
[1] https://www.trainace.com/products/security-plus-training-and-certification?utm_content=118767333&utm_medium=social&utm_source=twitter&hss_channel=tw-191583062
[1] https://blog.senseware.co/top-7-iot-trends-to-watch-out-for-in-2020?utm_content=122770239&utm_medium=social&utm_source=twitter&hss_channel=tw-2374049657
[1] https://blog.senseware.co/top-7-iot-trends-to-watch-out-for-in-2020?utm_content=122335472&utm_medium=social&utm_source=twitter&hss_channel=tw-2374049657
[1] https://www.mfgsinc.com/careers
[1] https://www.nwexam.com/cisco/010-151-cct-data-center-dctech
[1] https://home.tryhungry.com/
[1] https://www.linkedin.com/slink?code=eknvBqY
[1] https://www.startupgrind.com/events/details/startup-grind-washington-dc-presents-paul-misener-amazon-vp-of-global-innovation-policy-and-communications/#/

Top URLs in Tweet in G9:
[1] https://wamu.org/story/20/03/26/a-d-c-grown-app-to-help-monitor-whats-on-store-shelves-is-coming-next-week/
[1] http://thedronegirl.com/2020/03/23/drone-lesson-plans/
[1] https://deepmind.com/blog/article/alphago-zero-starting-scratch
[1] https://www.washingtonpost.com/technology/2020/03/24/social-distancing-maps-cellphone-location/

Top URLs in Tweet in G10:
[2] https://www.meetup.com/Alexandria-Code-Coffee/events/269677815/
[1] https://www.meetup.com/DC-JavaScript/events/269694293/?_xtd=gqFypzI3NTA2OTehcKdhbmRyb2lk&from=ref
[1] http://dctech.chat

Top Domains
Top Domains in Tweet in Entire Graph:
[75] dlvr.it
[32] technical.ly
[19] twitter.com
[14] zoom.us
[8] myhatchpad.com
[5] opaq.com
[5] meetup.com
[3] eventbrite.com
[3] govtech.com
[2] startupgrind.com

Top Domains in Tweet in G1:
[12] twitter.com
[4] technical.ly
[2] apple.com
[1] bloomberg.com
[1] splashthat.com
[1] facebook.com
[1] byteback.org
[1] bdpadc.org
[1] tabletsforteens.org
[1] dc.gov

Top Domains in Tweet in G2:
[27] technical.ly
[1] twitter.com

Top Domains in Tweet in G3:
[1] dctech.chat

Top Domains in Tweet in G4:
[5] opaq.com
[1] channelfutures.com
[1] financialpost.com
[1] helpnetsecurity.com
[1] twitter.com
[1] furnitureassemblyexperts.com

Top Domains in Tweet in G5:
[13] zoom.us

Top Domains in Tweet in G6:
[4] twitter.com

Top Domains in Tweet in G7:
[2] meetup.com

Top Domains in Tweet in G8:
[2] senseware.co
[1] technical.ly
[1] trainace.com
[1] mfgsinc.com
[1] nwexam.com
[1] tryhungry.com
[1] linkedin.com
[1] startupgrind.com

Top Domains in Tweet in G9:
[1] wamu.org
[1] thedronegirl.com
[1] deepmind.com
[1] washingtonpost.com

Top Domains in Tweet in G10:
[3] meetup.com
[1] dctech.chat

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[230] dctech
[75] webdesign
[44] ux
[43] development
[34] ui
[32] washingtondc
[26] covid19
[26] coronavirus
[20] python
[12] startup



Top Hashtags in Tweet in G1:
[39] dctech
[7] digitaldivide
[7] coronavirus
[7] startup
[6] sotylive
[6] dc
[3] covid19
[2] advocacy
[2] octopoddc
[1] virtualmeetup

Top Hashtags in Tweet in G2:
[29] dctech
[12] covid19
[5] coronavirus
[1] expeditionhacks
[1] covid2019
[1] wfh
[1] smallbusiness
[1] dc
[1] covid19response

Top Hashtags in Tweet in G3:
[8] coronavirus
[2] dctech
[1] devopsdays
[1] c19
[1] covid
[1] dc
[1] washingtondc
[1] dcquarantine

Top Hashtags in Tweet in G4:
[11] sase
[9] dctech
[8] covid19
[7] cybersecurity
[4] remote
[3] cloud
[3] telecommuting
[3] stayhome
[2] tgif
[2] soc2

Top Hashtags in Tweet in G5:
[1] rstats
[1] dctech

Top Hashtags in Tweet in G6:
[8] dctech
[4] virtualmeetup
[2] kotlin
[2] devcommunity
[1] serverless
[1] dcdevcommunity
[1] stayhome

Top Hashtags in Tweet in G7:
[18] python
[2] dctech

Top Hashtags in Tweet in G8:
[11] dctech
[2] iot
[2] data
[2] trends
[2] newyear
[2] ai
[2] tech
[1] md
[1] dc
[1] va

Top Hashtags in Tweet in G9:
[7] drone
[7] educational
[4] dctech
[3] dc
[2] coronavirus
[2] edtech
[2] stem
[2] smartphone
[2] data
[2] socialdistancing

Top Hashtags in Tweet in G10:
[8] dctech
[5] virtualmeetup
[2] physicaldistancing
[1] connectingonline
[1] novadrupal
[1] meetup
[1] coronavirus
[1] alxcodecoffee

Top Words
Top Words in Tweet in Entire Graph:
[291] Words in Sentiment List#1: Positive
[99] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7629] Non-categorized Words
[8019] Total Words
[230] #dctech
[75] #webdesign
[51] join
[49] dc
[47] remote

Top Words in Tweet in G1:
[39] #dctech
[15] technicallydc
[14] bytebackdc
[9] tech
[7] share
[7] great
[7] see
[7] local
[7] #digitaldivide
[7] #coronavirus

Top Words in Tweet in G2:
[29] #dctech
[20] technicallydc
[12] #covid19
[9] pandemic
[9] wfh
[9] setup
[9] dc
[8] list
[8] show
[8] fun

Top Words in Tweet in G3:
[20] 2020
[20] event
[16] dc
[10] paused
[10] planning
[10] final
[10] decision
[10] whether
[10] hold
[10] made

Top Words in Tweet in G4:
[20] remote
[16] opaqcloud
[11] #sase
[10] work
[9] article
[9] #dctech
[8] #covid19
[7] read
[7] sase
[7] #cybersecurity

Top Words in Tweet in G5:
[13] join
[13] today
[13] satrdays_dc
[13] fully
[13] remote
[13] zoom
[13] thank
[13] plzbeemyfriend
[13] organizing
[12] kellrstats

Top Words in Tweet in G6:
[14] dckotlin
[14] gdevdc
[9] jonipepin
[9] jayroo5245
[8] #dctech
[8] first
[6] scheduled
[6] brwngrldev
[6] virtual
[6] meetup

Top Words in Tweet in G7:
[18] #python
[18] virtually
[18] join
[18] pydistrict
[18] meetup
[18] zurihunter
[10] cover
[10] machine
[10] learning
[9] tweeps

Top Words in Tweet in G8:
[11] #dctech
[5] dctech
[3] best
[2] looking
[2] security
[2] coffee
[2] ka
[2] theaters
[2] see
[2] top

Top Words in Tweet in G9:
[14] thedronegirl
[8] based
[7] thanks
[7] luckily
[7] tons
[7] #drone
[7] #educational
[7] content
[7] much
[7] free

Top Words in Tweet in G10:
[9] hosting
[8] #dctech
[6] online
[5] excited
[5] #virtualmeetup
[4] super
[4] announce
[4] dcjs
[4] playdate
[4] april

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[75] #webdesign,#dctech
[27] #dctech,#ux
[21] #dctech,#development
[19] fully,remote
[18] meetup,zurihunter
[15] #dctech,#washingtondc
[13] during,#covid19
[13] join,today
[13] today,satrdays_dc
[13] satrdays_dc,fully

Top Word Pairs in Tweet in G1:
[5] hey,#dctech
[4] #dctech,please
[4] please,take
[4] take,moment
[4] moment,share
[4] share,information
[4] information,anyone
[4] anyone,need
[4] great,see
[4] see,collectlib

Top Word Pairs in Tweet in G2:
[9] wfh,setup
[8] dc,show
[8] show,wfh
[8] setup,fun
[8] fun,story
[8] story,technicallydc
[8] technicallydc,desk
[8] desk,couch
[8] couch,cool
[8] cool,little

Top Word Pairs in Tweet in G3:
[10] paused,planning
[10] planning,2020
[10] 2020,event
[10] event,final
[10] final,decision
[10] decision,whether
[10] whether,hold
[10] hold,event
[10] event,2020
[10] 2020,made

Top Word Pairs in Tweet in G4:
[10] remote,work
[6] cso,kenammon
[6] kenammon,quoted
[6] quoted,recent
[6] recent,financial
[6] financial,article
[6] article,regards
[6] regards,remote
[6] work,during
[6] during,#covid19

Top Word Pairs in Tweet in G5:
[13] join,today
[13] today,satrdays_dc
[13] satrdays_dc,fully
[13] fully,remote
[13] remote,zoom
[13] zoom,thank
[13] thank,plzbeemyfriend
[13] plzbeemyfriend,organizing
[12] kellrstats,join

Top Word Pairs in Tweet in G6:
[8] dckotlin,gdevdc
[6] virtual,meetup
[6] great,article
[6] article,organizing
[6] organizing,fully
[6] fully,remote
[6] remote,workshop
[6] workshop,gdglisbon
[6] gdglisbon,gdevdc
[6] gdevdc,dckotlin

Top Word Pairs in Tweet in G7:
[18] meetup,zurihunter
[10] machine,learning
[9] #python,tweeps
[9] tweeps,coming
[9] coming,tuesday
[9] tuesday,virtually
[9] virtually,join
[9] join,inaugural
[9] inaugural,pydistrict
[9] pydistrict,meetup

Top Word Pairs in Tweet in G8:
[2] top,iot
[2] iot,trends
[2] trends,watch
[2] watch,2020
[2] 2020,#iot
[2] #iot,#data
[2] #data,#trends
[2] #trends,#newyear
[2] #newyear,#ai
[2] #ai,#tech

Top Word Pairs in Tweet in G9:
[7] thedronegirl,thanks
[7] thanks,thedronegirl
[7] thedronegirl,luckily
[7] luckily,tons
[7] tons,#drone
[7] #drone,based
[7] based,#educational
[7] #educational,content
[7] content,much
[7] much,free

Top Word Pairs in Tweet in G10:
[5] #dctech,#virtualmeetup
[4] super,excited
[4] excited,announce
[4] announce,hosting
[4] hosting,dcjs
[4] dcjs,playdate
[4] playdate,online
[4] online,april
[4] april,18th
[4] 18th,#dctech

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@technicallydc
@pydistrict
@zurihunter
@bytebackdc
@opaqcloud
@dckotlin
@gdevdc
@satrdays_dc
@plzbeemyfriend
@kellrstats

Top Mentioned in G1:
@technicallydc
@bytebackdc
@seedspot
@signed_mob
@thesiliconhill
@collectlib
@octodc
@wallacha4
@givecampus
@kojoshow

Top Mentioned in G2:
@technicallydc
@ohmichgee
@memorywell
@gspfa
@seedspot
@bytebackdc
@moduscreate
@aperiomics
@givecampus
@ordwaylabs

Top Mentioned in G3:
@devopsdaysdc
@jszmajda

Top Mentioned in G4:
@opaqcloud
@kenammon
@dgabbard
@gabrelyanov
@channelfutures
@_dctech
@pooltable_mover

Top Mentioned in G5:
@satrdays_dc
@plzbeemyfriend
@kellrstats

Top Mentioned in G6:
@dckotlin
@gdevdc
@jonipepin
@jayroo5245
@brwngrldev
@gdglisbon
@googledevexpert
@kotlin
@gabrelyanov

Top Mentioned in G7:
@pydistrict
@zurihunter
@vickumar1981
@iamaru
@thepsf

Top Mentioned in G9:
@hwingo
@thedronegirl
@ourstreetsapp
@wamu885
@washingtonpost

Top Mentioned in G10:
@alxcodecoffee
@dcjavascript
@alexandriavagov
@gotomeeting
@drupal
@bixal
@robbiethegeek

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@myloc_tracker
@washingtonpost
@justbementalist
@serverlessfan
@phil_lewis_
@shashib
@rstatstweet
@regimechangebc
@joseph_santoro

Top Tweeters in G1:
@myloc_tracker
@thesiliconhill
@brookingsinst
@kojoshow
@larry_irving
@bdpatoday
@brookingsmetro
@rkwdc
@revolution
@drturnerlee

Top Tweeters in G2:
@phil_lewis_
@ewhitmore
@mabyillah
@leauxmaria
@wellingtonlawdc
@kerrime_away
@subkrishnarao
@ohmichgee
@christopherwink
@jnsmall

Top Tweeters in G3:
@holytoastr
@nathenharvey
@jszmajda
@wrenegayd
@chixcancode
@pnuw
@publicrelate
@camofclay
@bignerdlolz
@devopsdaysdc

Top Tweeters in G4:
@cybersec_feeds
@cyberseccare
@dc_assemblers
@pooltable_mover
@ryanmaple
@gabrelyanov
@_dctech
@janeparrish
@channelfutures
@_decius_

Top Tweeters in G5:
@rstatstweet
@dataandme
@chucheria
@fubits
@romain_francois
@rladiesmad
@freestatman
@clairemkbowen
@mjhendrickson
@roelmhogervorst

Top Tweeters in G6:
@serverlessfan
@dc__movers
@larryaasen
@brwngrldev
@guardiola31337
@jayroo5245
@gdevdc
@patrickdattilio
@kubra__zengin
@googledevexpert

Top Tweeters in G7:
@drahmadbazzi
@iamaru
@blkhwk0ps
@mistersql
@zurihunter
@necaris
@thepsf
@alpha199347812
@oxhacks
@pydistrict

Top Tweeters in G8:
@technical_ly
@fael618
@tomrisen
@brianbpark
@oberotobi
@advanced_sec
@stephers25
@goirishbrian
@jjeffryes
@mysenseware

Top Tweeters in G9:
@washingtonpost
@regimechangebc
@andrewnebus
@wamu885
@hwingo
@cameradronespot
@quadcopterspot
@porn_drone
@thedronegirl
@uavdigest

Top Tweeters in G10:
@jakerella
@sean_mcbeth
@robbiethegeek
@bixal
@alexandriavagov
@dhealy3154
@drupal
@danpazsoldan
@gotomeeting
@dcjavascript


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