dctech, Twitter, 4/7/2020 7:42:27 AM, 224542


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dctech_2020-04-06_22-30-16.xlsx
dctech_2020-04-06_22-30-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 07, 2020
Short Description:
dctech via NodeXL https://bit.ly/2XfYfUP
@technicallydc
@thesiliconhill
@ohmichgee
@wbjandy
@opaqcloud
@seedspot
@hwingo
@joseph_santoro
@cybersec_feeds
@jayroo5245

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

Description:
Description
The graph represents a network of 223 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, 07 April 2020 at 05:30 UTC.

The requested start date was Tuesday, 07 April 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 12-day, 10-hour, 58-minute period from Tuesday, 24 March 2020 at 03:09 UTC to Sunday, 05 April 2020 at 14:08 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 : 223
Unique Edges : 314
Edges With Duplicates : 186
Total Edges : 500
Number of Edge Types : 4
MentionsInRetweet : 283
Mentions : 71
Replies to : 5
Tweet : 141
Self-Loops : 141
Reciprocated Vertex Pair Ratio : 0.0495049504950495
Reciprocated Edge Ratio : 0.0943396226415094
Connected Components : 36
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 78
Maximum Edges in a Connected Component : 187
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.088253
Graph Density : 0.00642346382256696
Modularity : 0.587372
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 223 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, 07 April 2020 at 05:30 UTC.

The requested start date was Tuesday, 07 April 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 12-day, 10-hour, 58-minute period from Tuesday, 24 March 2020 at 03:09 UTC to Sunday, 05 April 2020 at 14:08 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
[7] http://dlvr.it/RSVVSw
[6] http://technical.ly/dc/2020/03/31/events-roundup-10-virtual-meetups-connect-dctech-community-webinars-tech
[6] https://www.startupgrind.com/events/details/startup-grind-washington-dc-presents-paul-misener-amazon-vp-of-global-innovation-policy-and-communications/#/
[4] https://www.govtech.com/opinion/Smart-Cities-Should-Get-Back-to-Basics-with-Data-Driven-Work.html
[4] http://bizj.us/1q319o
[3] https://technical.ly/dc/2020/03/31/events-roundup-10-virtual-meetups-connect-dctech-community-webinars-tech/
[3] https://twitter.com/technicallydc/status/1246073694658744320
[3] https://twitter.com/DCKotlin/status/1242623061855277056
[3] https://technical.ly/baltimore/2020/03/31/this-week-in-jobs-forecast-edition-tech-hiring-dmv-region-maryland?utm_content=buffer3cc29&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[5] http://technical.ly/dc/2020/03/31/events-roundup-10-virtual-meetups-connect-dctech-community-webinars-tech
[3] https://www.startupgrind.com/events/details/startup-grind-washington-dc-presents-paul-misener-amazon-vp-of-global-innovation-policy-and-communications/#/
[3] https://twitter.com/technicallydc/status/1246073694658744320
[1] https://technical.ly/dc/2020/03/24/george-mason-university-blue-compass-strategies-are-hosting-a-virtual-hackathon-combat-human-trafficking
[1] https://technical.ly/dc/2020/03/24/this-week-in-jobs-booze-you-can-use-edition-tech-hiring-dmv-region
[1] http://technical.ly/dc/2020/03/24/virtual-workout-app-send-me-a-trainer-founders-say-demand-has-increased-amid-social-distancing
[1] http://technical.ly/dc/2020/03/25/how-i-work-from-home-emmanuel-apau-lead-site-reliability-engineer-at-cvent
[1] http://technical.ly/dc/2020/03/25/how-to-apply-dc-microgrant-program-recovery-small-businesses-affected-covid19-coronavirus
[1] http://technical.ly/dc/2020/03/26/rockville-maryland-cybersecurity-sepio-systems-4-million-series-a-funding
[1] http://technical.ly/dc/2020/03/30/dc-event-farm-la-virbela-launched-virtual-event-platform-echo

Top URLs in Tweet in G2:
[4] https://www.govtech.com/opinion/Smart-Cities-Should-Get-Back-to-Basics-with-Data-Driven-Work.html
[2] https://demodaydcia2020.splashthat.com/
[2] https://twitter.com/peterahigh/status/1112525030397759488
[2] https://twitter.com/SirJesstheBrave/status/1131560487915798528
[2] https://twitter.com/PIFgov/status/1135903191814610950
[2] https://twitter.com/MayorBowser/status/1123573988054192128
[1] https://twitter.com/seedspot/status/1245494670379159553
[1] https://twitter.com/emdashry/status/1242202355640061952
[1] https://twitter.com/18f/status/1243568461399425027
[1] https://twitter.com/MayorBowser/status/1244681204126842882

Top URLs in Tweet in G3:
[2] https://opaq.com/newsroom/opaq-achieves-soc-2-type-ii-certification/?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://www.channelfutures.com/mssp-insider/cybersecurity-providers-answer-call-for-protection-from-covid-19-cyber-risk?utm_source=twitter
[1] https://digitalconfection.com
[1] http://area.Wow
[1] https://about.me/TheSiliconHill

Top URLs in Tweet in G4:
[2] https://hbr.org/insight-center/coronavirus
[1] https://hbr.org/2020/04/verizons-ceo-on-peak-traffic-cybersecurity-and-leading-a-team-from-home
[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/
[1] https://wamu.org/story/20/03/26/a-d-c-grown-app-to-help-monitor-whats-on-store-shelves-is-coming-next-week/

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

Top URLs in Tweet in G6:
[2] https://www.meetup.com/pydistrict/events/269589434/

Top URLs in Tweet in G7:
[3] https://www.startupgrind.com/events/details/startup-grind-washington-dc-presents-paul-misener-amazon-vp-of-global-innovation-policy-and-communications/#/
[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] http://technical.ly/dc/2020/03/31/events-roundup-10-virtual-meetups-connect-dctech-community-webinars-tech
[1] http://feeds.feedburner.com/~r/GoogleAlert-DcEvents/~3/vDvIcrlW7TA/url?utm_source=feedburner&utm_medium=twitter&utm_campaign=tickets4dc
[1] http://feeds.feedburner.com/~r/GoogleAlert-DcEvents/~3/SzjirSBiqQM/url?utm_source=feedburner&utm_medium=twitter&utm_campaign=tickets4dc
[1] https://technical.ly/dc/2020/03/31/events-roundup-10-virtual-meetups-connect-dctech-community-webinars-tech/
[1] https://vimeo.com/user98910175
[1] http://brendaslunch.com/2017/06/06/washingtondc-squash-tech-realestate-dctech-technology/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G8:
[3] https://twitter.com/DCKotlin/status/1242623061855277056
[1] https://twitter.com/dc_ios/status/1243600165837000704
[1] https://twitter.com/dctechpeople/status/1246087579604262913

Top URLs in Tweet in G9:
[7] http://dlvr.it/RSVVSw
[2] http://dlvr.it/RSVT69
[2] http://dlvr.it/RSVT9v
[2] http://dlvr.it/RSVVRK
[2] http://dlvr.it/RSxBQ1
[1] http://dlvr.it/RTBVHf
[1] http://dlvr.it/RSVT7g
[1] http://dlvr.it/RSZ53v
[1] http://dlvr.it/RSZ55g
[1] http://dlvr.it/RSZ57Q

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:
[67] dlvr.it
[33] technical.ly
[25] twitter.com
[13] zoom.us
[7] startupgrind.com
[6] meetup.com
[5] opaq.com
[4] govtech.com
[4] bizj.us
[3] hbr.org

Top Domains in Tweet in G1:
[26] technical.ly
[4] startupgrind.com
[3] twitter.com
[1] bufferapp.com

Top Domains in Tweet in G2:
[13] twitter.com
[4] govtech.com
[3] eventbrite.com
[2] splashthat.com
[2] technical.ly
[1] protocol.com

Top Domains in Tweet in G3:
[5] opaq.com
[1] financialpost.com
[1] helpnetsecurity.com
[1] channelfutures.com
[1] digitalconfection.com
[1] area.wow
[1] about.me
[1] furnitureassemblyexperts.com

Top Domains in Tweet in G4:
[3] hbr.org
[1] thedronegirl.com
[1] deepmind.com
[1] washingtonpost.com
[1] wamu.org

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

Top Domains in Tweet in G6:
[2] meetup.com

Top Domains in Tweet in G7:
[3] startupgrind.com
[2] technical.ly
[2] feedburner.com
[1] nwexam.com
[1] tryhungry.com
[1] linkedin.com
[1] vimeo.com
[1] brendaslunch.com
[1] inc.com

Top Domains in Tweet in G8:
[5] twitter.com

Top Domains in Tweet in G9:
[67] dlvr.it

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[231] dctech
[68] webdesign
[36] ux
[36] ui
[33] development
[32] washingtondc
[18] python
[17] covid19
[17] coronavirus
[14] sase



Top Hashtags in Tweet in G1:
[35] dctech
[11] covid19
[2] rt
[2] coronavirus
[1] expeditionhacks
[1] covid2019
[1] wfh
[1] infosec
[1] smallbusiness
[1] dc

Top Hashtags in Tweet in G2:
[23] dctech
[7] datascience
[4] startup
[4] smartcities
[4] data
[4] bigdata
[4] tech
[4] govtech
[3] coworkingpocalyse
[3] workfromhome

Top Hashtags in Tweet in G3:
[22] dctech
[12] sase
[7] cybersecurity
[6] webdev
[5] remote
[5] html
[5] coding
[5] tip
[4] covid19
[4] telecommuting

Top Hashtags in Tweet in G4:
[7] drone
[7] educational
[5] dctech
[3] dc
[2] free
[2] leading
[2] working
[2] pandemic
[2] leadership
[2] sase

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

Top Hashtags in Tweet in G6:
[18] python
[3] dctech

Top Hashtags in Tweet in G7:
[15] dctech
[2] entrepreneur
[1] cisco
[1] cisco_certifications
[1] cct_data_center
[1] cct_data_center_certification
[1] cisco_cct_data_center
[1] cct_data_center_practice_tests
[1] dctech_exam
[1] dctech_pdf

Top Hashtags in Tweet in G8:
[9] dctech
[4] virtualmeetup
[3] kotlin
[2] devcommunity
[1] serverless
[1] dcdevcommunity
[1] gde

Top Hashtags in Tweet in G9:
[67] webdesign
[67] dctech
[36] ux
[36] ui
[33] development
[28] washingtondc

Top Hashtags in Tweet in G10:
[8] dctech
[6] virtualmeetup
[1] playday
[1] coronavirus
[1] techcommunities
[1] community
[1] meetup
[1] physicaldistancing
[1] connectingonline
[1] alxcodecoffee

Top Words
Top Words in Tweet in Entire Graph:
[248] Words in Sentiment List#1: Positive
[85] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[6982] Non-categorized Words
[7315] Total Words
[231] #dctech
[68] #webdesign
[58] dc
[53] join
[43] virtual

Top Words in Tweet in G1:
[35] #dctech
[28] technicallydc
[14] dc
[11] virtual
[11] #covid19
[10] events
[9] more
[9] wfh
[9] setup
[9] shares

Top Words in Tweet in G2:
[23] #dctech
[12] talent
[11] virtual
[11] join
[7] check
[7] company
[7] #datascience
[6] org
[6] startup
[6] looking

Top Words in Tweet in G3:
[22] #dctech
[17] remote
[13] opaqcloud
[13] dc
[12] #sase
[8] learn
[8] digiconfec
[8] html
[7] #cybersecurity
[7] read

Top Words in Tweet in G4:
[14] thedronegirl
[9] thanks
[8] hwingo
[8] based
[7] luckily
[7] tons
[7] #drone
[7] #educational
[7] content
[7] much

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:
[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 G7:
[15] #dctech
[5] community
[4] events
[4] roundup
[4] 10
[4] virtual
[4] meetups
[4] connect
[4] lt
[4] gt

Top Words in Tweet in G8:
[9] #dctech
[8] first
[8] dckotlin
[8] gdevdc
[6] scheduled
[6] virtual
[6] meetup
[5] join
[5] brwngrldev
[4] ready

Top Words in Tweet in G9:
[67] #webdesign
[67] #dctech
[36] #ux
[36] #ui
[33] #development
[28] #washingtondc
[10] cartisien
[10] design
[9] age
[9] pandemic

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[67] #webdesign,#dctech
[23] #dctech,#ux
[18] meetup,zurihunter
[16] #dctech,#development
[15] #dctech,#ui
[14] #dctech,#washingtondc
[13] join,today
[13] today,satrdays_dc
[13] satrdays_dc,fully
[13] fully,remote

Top Word Pairs in Tweet in G1:
[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 G2:
[6] company,org
[6] org,startup
[6] startup,looking
[6] talent,join
[6] join,ga_dc
[6] ga_dc,virtual
[6] virtual,talent
[5] raising,capital
[5] capital,need
[5] need,refresher

Top Word Pairs in Tweet in G3:
[7] follows,curated
[7] curated,collection
[7] collection,news
[7] news,opinions
[7] opinions,dc's
[7] dc's,startup
[7] startup,ecosystem
[7] ecosystem,#dctech
[7] #dctech,things
[7] washington,dc

Top Word Pairs in Tweet in G4:
[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 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
[12] organizing,anâ

Top Word Pairs in Tweet in G6:
[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 G7:
[4] roundup,10
[4] 10,virtual
[4] virtual,meetups
[4] meetups,connect
[4] connect,#dctech
[4] #dctech,community
[4] lt,gt
[3] 14,startup
[3] startup,grind
[3] grind,dc

Top Word Pairs in Tweet in G8:
[8] dckotlin,gdevdc
[6] virtual,meetup
[4] ready,#dctech
[4] #dctech,first
[4] first,#virtualmeetup
[4] #virtualmeetup,many
[4] many,officially
[4] officially,scheduled
[4] scheduled,join
[4] join,dckotlin

Top Word Pairs in Tweet in G9:
[67] #webdesign,#dctech
[23] #dctech,#ux
[16] #dctech,#development
[15] #dctech,#ui
[13] #dctech,#washingtondc
[10] #ux,#development
[10] #ux,#ui
[8] pandemic,#webdesign
[7] virtual,travel
[7] travel,photography

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
@opaqcloud
@satrdays_dc
@plzbeemyfriend
@ohmichgee
@kellrstats
@cartisien
@dckotlin

Top Mentioned in G1:
@technicallydc
@ohmichgee
@cofense
@dcstartupweek
@startupgrinddc
@halcyonincubate
@themcsquad_dc
@memorywell
@gspfa
@carpedmdating

Top Mentioned in G2:
@ga_dc
@joseph_santoro
@cphergresham
@shatweeter
@technicallydc
@thesiliconhill
@seedspot
@wbjandy
@jayroo5245
@dckotlin

Top Mentioned in G3:
@opaqcloud
@digiconfec
@dgabbard
@kenammon
@channelfutures
@holybags
@pooltable_mover

Top Mentioned in G4:
@hwingo
@thedronegirl
@harvardbiz
@opaqcloud
@vzpublicsector
@verizonpolicy
@washingtonpost
@ourstreetsapp
@wamu885

Top Mentioned in G5:
@satrdays_dc
@plzbeemyfriend
@kellrstats

Top Mentioned in G6:
@pydistrict
@zurihunter
@iamaru
@vickumar1981
@dctechpeople
@thepsf

Top Mentioned in G8:
@dckotlin
@gdevdc
@brwngrldev
@jayroo5245
@jonipepin
@googledevexpert
@kotlin

Top Mentioned in G9:
@cartisien

Top Mentioned in G10:
@dcjavascript
@alxcodecoffee
@drupalnyc
@dccodecoffee
@robbiethegeek

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@femtech_
@myloc_tracker
@washingtonpost
@slackhq
@codedailybot
@justbementalist
@serverlessfan
@phil_lewis_
@shashib

Top Tweeters in G1:
@phil_lewis_
@leauxmaria
@wellingtonlawdc
@kerrime_away
@ohmichgee
@christopherwink
@jnsmall
@mayorbowser
@wdcep
@dcfempreneur

Top Tweeters in G2:
@myloc_tracker
@justbementalist
@smartecocity
@joseph_santoro
@thesiliconhill
@hubofml
@baursafi
@alauremktg
@rkwdc
@waynechenny

Top Tweeters in G3:
@cyberseccare
@dc_assemblers
@pooltable_mover
@ryanmaple
@janeparrish
@channelfutures
@_decius_
@engageweb
@jaysmit53867525
@opaqcloud

Top Tweeters in G4:
@cybersec_feeds
@washingtonpost
@regimechangebc
@harvardbiz
@andrewnebus
@wamu885
@hwingo
@cameradronespot
@quadcopterspot
@porn_drone

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

Top Tweeters in G6:
@drahmadbazzi
@iamaru
@blkhwk0ps
@mistersql
@zurihunter
@necaris
@alpha199347812
@thepsf
@oxhacks
@pydistrict

Top Tweeters in G7:
@brendaslunch
@rektide
@technical_ly
@tickets4dc
@brianbpark
@ottosevilla
@stephers25
@sophistikaty
@goirishbrian
@nutsmetrologico

Top Tweeters in G8:
@serverlessfan
@larryaasen
@brwngrldev
@guardiola31337
@jayroo5245
@gdevdc
@patrickdattilio
@googledevexpert
@kotlin
@jonipepin

Top Tweeters in G9:
@fortivus
@bird7g
@userexperienceu
@carryonwithkids
@jspadoan
@cartisien
@izndtechnews
@reedontech

Top Tweeters in G10:
@jakerella
@sean_mcbeth
@robbiethegeek
@drupalnyc
@danpazsoldan
@dcjavascript
@alxcodecoffee
@dccodecoffee