dctech, Twitter, 2/19/2020 2:34:50 AM, 221453


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dctech_2020-02-18_17-43-16.xlsx
dctech_2020-02-18_17-43-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 19, 2020
Short Description:
dctech via NodeXL http://bit.ly/2P6ITwT
@thesiliconhill
@octodc
@excellaco
@seedspot
@awscloud
@upsidetravel
@element84
@wbjandy
@womenwhocodedc
@glehel

Top hashtags:
#dctech
#webdesign
#ui
#washingtondc
#ux
#development
#cybersecurity
#tech
#remotesensing

Description:
Description
The graph represents a network of 315 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 Wednesday, 19 February 2020 at 01:43 UTC.

The requested start date was Wednesday, 19 February 2020 at 01:01 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 9-day, 9-hour, 47-minute period from Wednesday, 05 February 2020 at 01:37 UTC to Friday, 14 February 2020 at 11:25 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 : 315
Unique Edges : 446
Edges With Duplicates : 198
Total Edges : 644
Number of Edge Types : 4
MentionsInRetweet : 376
Mentions : 135
Tweet : 124
Replies to : 9
Self-Loops : 124
Reciprocated Vertex Pair Ratio : 0.0502283105022831
Reciprocated Edge Ratio : 0.0956521739130435
Connected Components : 37
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 193
Maximum Edges in a Connected Component : 403
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.266755
Graph Density : 0.00465069254878172
Modularity : 0.633677
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 315 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 Wednesday, 19 February 2020 at 01:43 UTC.

The requested start date was Wednesday, 19 February 2020 at 01:01 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 9-day, 9-hour, 47-minute period from Wednesday, 05 February 2020 at 01:37 UTC to Friday, 14 February 2020 at 11:25 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:
[11] https://careers.dc.gov/
[6] https://st2dcdatasecurity.splashthat.com/
[5] https://careers.dc.gov/psp/erecruit/EMPLOYEE/HRMS/c/HRS_HRAM_FL.HRS_CG_SEARCH_FL.GBL?Page=HRS_APP_JBPST_FL&Action=U&FOCUS=Applicant&SiteId=1&JobOpeningId=9890&PostingSeq=1
[4] https://jobs.thebridgework.com/jobs/28183926-director-of-commercial-sales-at-thresher
[4] https://smartasset.com/checking-account/best-cities-for-women-in-tech-2020
[3] https://www.startupgrind.com/events/details/startup-grind-washington-dc-presents-laura-oshaughnessy-ceo-of-socialcode/#/code-FREE5749
[3] https://blog.trainace.com/top-5-cybersecurity-jobs-right-now?utm_content=114340353&utm_medium=social&utm_source=twitter&hss_channel=tw-191583062
[3] https://careers.dc.gov/psp/erecruit/EMPLOYEE/HRMS/c/HRS_HRAM_FL.HRS_CG_SEARCH_FL.GBL?Page=HRS_APP_JBPST_FL&Action=U&FOCUS=Applicant&SiteId=1&JobOpeningId=9767&PostingSeq=1
[3] https://www.startupgrind.com/events/details/startup-grind-washington-dc-presents-laura-oshaughnessy-ceo-of-socialcode//#/code-FREE5749
[3] https://twitter.com/BYNDfit/status/1225798899841077248

Top URLs in Tweet in G1:
[8] https://careers.dc.gov/
[6] https://st2dcdatasecurity.splashthat.com/
[3] https://blog.trainace.com/top-5-cybersecurity-jobs-right-now?utm_content=114340353&utm_medium=social&utm_source=twitter&hss_channel=tw-191583062
[3] https://careers.dc.gov/psp/erecruit/EMPLOYEE/HRMS/c/HRS_HRAM_FL.HRS_CG_SEARCH_FL.GBL?Page=HRS_APP_JBPST_FL&Action=U&FOCUS=Applicant&SiteId=1&JobOpeningId=9767&PostingSeq=1
[3] https://careers.dc.gov/psp/erecruit/EMPLOYEE/HRMS/c/HRS_HRAM_FL.HRS_CG_SEARCH_FL.GBL?Page=HRS_APP_JBPST_FL&Action=U&FOCUS=Applicant&SiteId=1&JobOpeningId=9890&PostingSeq=1
[1] https://careers.dc.gov/psp/erecruit/EMPLOYEE/HRMS/c/HRS_HRAM_FL.HRS_CG_SEARCH_FL.GBL
[1] https://careers.dc.gov/psp/erecruit/EMPLOYEE/HRMS/c/HRS_HRAM_FL.HRS_CG_SEARCH_FL.GBL?Page=HRS_APP_JBPST_FL&Action=U&FOCUS=Applicant&SiteId=1&JobOpeningId=9689&PostingSeq=1
[1] https://careers.dc.gov/psp/erecruit/EMPLOYEE/HRMS/c/HRS_HRAM_FL.HRS_CG_SEARCH_FL.GBL?Page=HRS_APP_JBPST_FL&Action=U&FOCUS=Applicant&SiteId=1&JobOpeningId=9563&PostingSeq=1
[1] https://careers.dc.gov/psp/erecruit/EMPLOYEE/HRMS/c/HRS_HRAM_FL.HRS_CG_SEARCH_FL.GBL?Page=HRS_APP_JBPST_FL&Action=U&FOCUS=Applicant&SiteId=1&JobOpeningId=9646&PostingSeq=1
[1] https://www.trainace.com/products/security-plus-training-and-certification?utm_content=115187895&utm_medium=social&utm_source=twitter&hss_channel=tw-191583062

Top URLs in Tweet in G2:
[4] https://jobs.thebridgework.com/jobs/28183926-director-of-commercial-sales-at-thresher
[3] https://www.startupgrind.com/events/details/startup-grind-washington-dc-presents-laura-oshaughnessy-ceo-of-socialcode/#/code-FREE5749
[2] https://careers.dc.gov/
[2] http://technical.ly/dc/2020/02/05/ma-moves-goodworld-cheerful-giving-k12-appian-mergers-acquisitions
[2] http://technical.ly/baltimore/2020/02/04/this-week-in-jobs-bear-with-us-hiring-tech-dmv-region-baltimore-maryland?utm_content=buffer867f3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://technical.ly/baltimore/2020/02/11/this-week-in-jobs-just-add-me-on-linkedin-edition-tech-hiring-dmv-region-maryland?utm_content=buffer8f36e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://technical.ly/dc/2020/02/11/this-week-in-jobs-just-add-me-on-linkedin-edition-tech-hiring-dmv-region
[2] https://www.startupgrind.com/events/details/startup-grind-washington-dc-presents-laura-oshaughnessy-ceo-of-socialcode//#/code-FREE5749
[1] https://careers.dc.gov/psp/erecruit/EMPLOYEE/HRMS/c/HRS_HRAM_FL.HRS_CG_SEARCH_FL.GBL?Page=HRS_APP_JBPST_FL&Action=U&FOCUS=Applicant&SiteId=1&JobOpeningId=9890&PostingSeq=1
[1] https://twitter.com/pifgov/status/1225466352128921602

Top URLs in Tweet in G3:
[1] https://www.meetup.com/dotnetdc/events/267691258/?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[1] https://www.meetup.com/angularDC/events/268226562/?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[1] https://www.meetup.com/Agile-Fredericksburg/events/267453118/?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[1] https://twitter.com/ng_tracyy/status/1227953872796344321
[1] http://excel.la/P4b650ycaOm?utm_source=hootsuite&utm_medium=twitter&utm_term=The_Unicorn_Project&utm_content=Contest
[1] http://excel.la/WLSu50ycbcL?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[1] https://www.meetup.com/Arlington-Ruby/events/268299086/?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[1] https://www.meetup.com/Women-Who-Code-DC/events/268496763/?_xtd=gqFyqDgxOTcyODMyoXCmaXBob25l&from=ref
[1] https://twitter.com/taeluralexis/status/1226148478881017857
[1] https://twitter.com/angularlicious/status/1227759656413483009

Top URLs in Tweet in G4:
[2] https://seedspotdcventurethursdays2020.splashthat.com/
[1] https://dc-iem-feb2020.splashthat.com/
[1] https://demodaydcia2020.splashthat.com/
[1] https://twitter.com/technicallydc/status/1225766831610351616
[1] https://www.smartrecruiters.com/Element84Inc/743999706731216

Top URLs in Tweet in G5:
[1] https://www.meetup.com/Women-Who-Code-DC/events/267942065/
[1] https://www.eventbrite.com/e/community-open-house-for-underrepresented-genders-in-tech-the-arts-tickets-93002102793
[1] https://twitter.com/UpsideTravel/status/1225145713295798272

Top URLs in Tweet in G6:
[1] https://www.bizjournals.com/washington/news/2020/02/10/in-fairfax-county-tech-firms-typically-look-west.html
[1] https://www.bizjournals.com/washington/news/2020/02/10/jury-finds-communiclique-founder-andy-powers.html?ana=e_ae_prem&j=90471561&t=Afternoon&mkt_tok=eyJpIjoiWW1Gak1HRXdZVFV6TWpZeiIsInQiOiJ1N1ZYT3dWRHMrcXNNeDdFUUNQU1IrdTlWUGozMlU2bGxJVURnXC9NTzRQRksweUlTNDYxXC91dnVUM2I4OG9ybk9XaGRSUWhJbklBUFVHYXh4eSs2MVZWMllKVDA0YUFkUTNXR1wvXC9BWVNsWThTWlVUdGtHY3FnejFrYkRNUWJBb0NyeStHT2JCSU9QNHpZU25kNnNMZU9RPT0ifQ==
[1] https://jobs.lever.co/transitscreen

Top URLs in Tweet in G7:
[3] https://twitter.com/BYNDfit/status/1225798899841077248
[1] http://vc-list.com/approaching-startup-investors/
[1] https://www.gofundme.com/f/henry-and-catherine-cravetz-education-fund?utm_source=customer&utm_medium=copy_link-tip&utm_campaign=m_pd+share-sheet
[1] https://finance.yahoo.com/news/10pearls-acquires-zen-cloud-san-130000025.html

Top URLs in Tweet in G8:
[1] https://jobs.amsjobs.com/jobs/view/vice-president-government-affairs/53048537/
[1] https://jobs.amsjobs.com/jobs/view/vice-president-advocacy-and-voice/53048856/
[1] https://jobs.amsjobs.com/jobs/view/vice-president-sustainability/53048683/

Top URLs in Tweet in G9:
[1] https://twitter.com/DCALive/status/1225083260360908806
[1] https://www.linkedin.com/slink?code=diwZSFZ
[1] https://www.linkedin.com/slink?code=eNPvJj5
[1] http://brendaslunch.com/2017/06/06/washingtondc-squash-tech-realestate-dctech-technology/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://www.trainace.com/products/security-plus-training-and-certification?utm_content=115187897&utm_medium=social&utm_source=twitter&hss_channel=tw-568355696
[1] https://www.trainace.com/products/security-plus-training-and-certification?utm_content=115187896&utm_medium=social&utm_source=twitter&hss_channel=tw-558951933
[1] https://blog.senseware.co/top-7-iot-trends-to-watch-out-for-in-2020?utm_content=116320204&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=115278988&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=115590110&utm_medium=social&utm_source=twitter&hss_channel=tw-2374049657
[1] https://www.startupgrind.com/events/details/startup-grind-washington-dc-presents-laura-oshaughnessy-ceo-of-socialcode//#/code-FREE5749

Top Domains
Top Domains in Tweet in Entire Graph:
[54] dlvr.it
[23] dc.gov
[22] technical.ly
[15] twitter.com
[13] deccanchronicle.com
[13] meetup.com
[10] splashthat.com
[7] startupgrind.com
[7] trainace.com
[6] thebridgework.com

Top Domains in Tweet in G1:
[18] dc.gov
[6] splashthat.com
[5] trainace.com

Top Domains in Tweet in G2:
[22] technical.ly
[6] thebridgework.com
[6] startupgrind.com
[3] dc.gov
[2] twitter.com
[1] inman.com
[1] newamerica.org
[1] linkedin.com

Top Domains in Tweet in G3:
[6] meetup.com
[3] twitter.com
[2] excel.la

Top Domains in Tweet in G4:
[4] splashthat.com
[1] twitter.com
[1] smartrecruiters.com

Top Domains in Tweet in G5:
[1] meetup.com
[1] eventbrite.com
[1] twitter.com

Top Domains in Tweet in G6:
[2] bizjournals.com
[1] lever.co

Top Domains in Tweet in G7:
[3] twitter.com
[1] vc-list.com
[1] gofundme.com
[1] yahoo.com

Top Domains in Tweet in G8:
[3] amsjobs.com

Top Domains in Tweet in G9:
[3] senseware.co
[2] linkedin.com
[2] trainace.com
[1] twitter.com
[1] brendaslunch.com
[1] startupgrind.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[246] dctech
[55] webdesign
[37] ui
[31] washingtondc
[24] ux
[22] development
[17] cybersecurity
[17] tech
[16] remotesensing
[16] lifesciences



Top Hashtags in Tweet in G1:
[20] dctech
[11] cybersecurity
[7] unleashthepossible
[6] octodc
[5] security
[5] fedgis2020
[5] fedgis
[3] infosec
[2] techtuesday
[2] sellingtech2dc

Top Hashtags in Tweet in G2:
[37] dctech
[3] realestate
[3] ai
[3] softwareengineer
[2] octodc
[2] cybersecurity
[2] techjobs
[1] sellingtech2dc
[1] fairfaxcounty
[1] tech

Top Hashtags in Tweet in G3:
[22] dctech
[7] galentinesday
[3] dcmeetup
[1] blazorroadshow
[1] washingtondc
[1] wasm
[1] dotnet
[1] agile
[1] fredericksburg
[1] womenintech

Top Hashtags in Tweet in G4:
[16] remotesensing
[16] lifesciences
[6] dctech
[1] startup
[1] socent
[1] impinv
[1] remote
[1] devops
[1] cloud
[1] jobs

Top Hashtags in Tweet in G5:
[13] dctech
[5] newyearsresolution
[3] femtech
[3] madeindc
[1] novatech
[1] levelup

Top Hashtags in Tweet in G6:
[9] dctech
[5] fairfaxcounty
[5] tech
[3] venturecapital
[3] fraud
[3] startups
[3] risk
[3] compliance
[3] investors
[2] rideshare

Top Hashtags in Tweet in G7:
[12] dctech
[2] mrcranky

Top Hashtags in Tweet in G8:
[3] plastics
[3] ams
[3] jobs
[3] dctech
[3] assnchat
[1] sustainability

Top Hashtags in Tweet in G9:
[11] dctech
[4] ai
[4] tech
[3] iot
[3] data
[3] trends
[3] newyear
[2] md
[2] dc
[2] va

Top Hashtags in Tweet in G10:
[5] dctech
[4] govtech
[4] cfp
[1] publicsector
[1] devnation
[1] kubernetes
[1] k8s
[1] linux
[1] cloud
[1] automation

Top Words
Top Words in Tweet in Entire Graph:
[279] Words in Sentiment List#1: Positive
[150] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8465] Non-categorized Words
[8894] Total Words
[244] #dctech
[66] dc
[64] looking
[55] join
[55] #webdesign

Top Words in Tweet in G1:
[23] security
[20] #dctech
[18] join
[15] octodc
[14] data
[13] help
[12] framework
[12] risk
[12] dc
[11] management

Top Words in Tweet in G2:
[37] #dctech
[18] o'shaughnessy
[17] startup
[16] dc
[10] technicallydc
[10] team
[10] 20
[10] grind
[10] laura
[10] ceo

Top Words in Tweet in G3:
[22] #dctech
[21] excellaco
[16] road
[13] meetup
[12] join
[10] ng_tracyy
[9] dotnetdc
[9] miss
[9] angularlicious
[9] hosting

Top Words in Tweet in G4:
[18] help
[17] cloud
[16] ready
[16] challenge
[16] e84's
[16] looking
[16] sr
[16] devops
[16] engineer
[16] wrangle

Top Words in Tweet in G5:
[19] womenwhocodedc
[13] #dctech
[12] dc
[10] event
[10] re
[10] next
[9] women
[9] join
[8] level
[6] tech

Top Words in Tweet in G6:
[9] #dctech
[8] interested
[8] transitscreen
[7] team
[6] career
[6] change
[6] hiring
[6] lots
[6] cool
[6] positions

Top Words in Tweet in G7:
[10] glehel
[10] #dctech
[6] cool
[6] local
[6] company
[3] news
[3] tenpearls
[3] zencloudgeeks
[3] join
[3] forces

Top Words in Tweet in G8:
[30] vice
[30] president
[23] job
[23] alert
[23] plastics_us
[23] plastics
[23] industry
[23] association
[23] looking
[20] amsjobsinc

Top Words in Tweet in G9:
[11] #dctech
[5] best
[4] looking
[4] #ai
[4] startup
[4] #tech
[4] security
[3] top
[3] iot
[3] trends

Top Words in Tweet in G10:
[5] #dctech
[4] hey
[4] #govtech
[4] devnationfed
[4] going
[4] open
[4] #cfp
[4] soon
[4] touch
[4] keen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[55] #webdesign,#dctech
[30] vice,president
[23] job,alert
[23] alert,plastics_us
[23] plastics_us,plastics
[23] plastics,industry
[23] industry,association
[23] association,looking
[23] looking,vice
[16] data,security

Top Word Pairs in Tweet in G1:
[14] data,security
[11] security,risk
[11] risk,management
[8] part,developing
[8] developing,dc's
[8] dc's,framework
[8] apply,today
[7] help,dc
[6] help,#unleashthepossible
[6] #unleashthepossible,part

Top Word Pairs in Tweet in G2:
[10] 20,startup
[10] startup,grind
[10] grind,dc
[10] laura,o'shaughnessy
[10] o'shaughnessy,ceo
[10] dctech,royalty
[9] ceo,socialcode
[9] socialcode,dctech
[9] royalty,tim
[8] tim,o'shaughnessy

Top Word Pairs in Tweet in G3:
[8] carlfranklin,blazor
[8] blazor,road
[8] road,show
[8] show,hitting
[8] hitting,road
[8] road,stopping
[8] stopping,feb
[8] feb,dotnetdc
[8] dotnetdc,meetup
[8] meetup,13

Top Word Pairs in Tweet in G4:
[16] ready,challenge
[16] challenge,e84's
[16] e84's,looking
[16] looking,sr
[16] sr,devops
[16] devops,cloud
[16] cloud,engineer
[16] engineer,help
[16] help,wrangle
[16] wrangle,#remotesensing

Top Word Pairs in Tweet in G5:
[6] underrepresented,genders
[6] genders,#dctech
[6] #dctech,arts
[6] arts,join
[6] join,tech_rebalanced
[6] tech_rebalanced,womenwhocodedc
[6] womenwhocodedc,next
[6] next,wednesday
[6] wednesday,femme
[6] femme,fatale

Top Word Pairs in Tweet in G6:
[6] interested,career
[6] career,change
[6] change,transitscreen
[6] transitscreen,team
[6] team,hiring
[6] hiring,lots
[6] lots,cool
[6] cool,positions
[6] positions,right
[6] right,senior

Top Word Pairs in Tweet in G7:
[6] cool,local
[6] local,#dctech
[6] #dctech,company
[5] glehel,cool
[3] #dctech,news
[3] news,tenpearls
[3] tenpearls,zencloudgeeks
[3] zencloudgeeks,join
[3] join,forces
[3] forces,expanding

Top Word Pairs in Tweet in G8:
[30] vice,president
[23] job,alert
[23] alert,plastics_us
[23] plastics_us,plastics
[23] plastics,industry
[23] industry,association
[23] association,looking
[23] looking,vice
[14] amsjobsinc,job
[10] located,waâ

Top Word Pairs in Tweet in G9:
[3] top,iot
[3] iot,trends
[3] trends,watch
[3] watch,2020
[3] 2020,#iot
[3] #iot,#data
[3] #data,#trends
[3] #trends,#newyear
[3] #newyear,#ai
[3] #ai,#tech

Top Word Pairs in Tweet in G10:
[4] hey,#dctech
[4] #dctech,#govtech
[4] #govtech,devnationfed
[4] devnationfed,going
[4] going,open
[4] open,#cfp
[4] #cfp,soon
[4] soon,touch
[4] touch,keen
[4] keen,share

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@womenwhocodedc
@plastics_us
@excellaco
@octodc
@amsjobsinc
@element84
@technicallydc
@glehel
@ng_tracyy
@angularlicious

Top Mentioned in G1:
@octodc
@advanced_sec
@dchrdc
@dcpolicedept
@ddotdc
@esri
@arcgisapps
@arcgishub
@arcgisonline
@esrilive

Top Mentioned in G2:
@technicallydc
@thebridgework
@thresher_io
@homesnap
@ga_dc
@octodc
@revolution
@socialcode
@socialdriver
@deloitte

Top Mentioned in G3:
@excellaco
@ng_tracyy
@dotnetdc
@angularlicious
@carlfranklin
@angulardc
@womenwhocodedc
@realgenekim
@msdev
@dotnetrocksshow

Top Mentioned in G4:
@element84
@seedspot
@cphergresham
@woollymammothtc
@boozallen
@awscloud

Top Mentioned in G5:
@womenwhocodedc
@ondeckcapital
@tech_rebalanced
@multiplexer
@kellyfmill
@svthmc
@womenwhocode
@upsidetravel
@tscottcase

Top Mentioned in G6:
@transitscreen
@supervisorlusk
@ryankcroft
@rachela_adler
@wbjandy
@dc_dfhv
@uber
@ryandavidc
@glehel
@wbjonline

Top Mentioned in G7:
@glehel
@tenpearls
@zencloudgeeks
@vc_list
@joann
@joannalaznicka

Top Mentioned in G8:
@plastics_us
@amsjobsinc

Top Mentioned in G9:

Top Mentioned in G10:
@devnationfed
@aclater
@fairfaxcounty
@fairfaxcountypd
@ffxfirerescue
@dcodethegov
@govcityhq

Top Tweeters
Top Tweeters in Entire Graph:
@businessinsider
@cybersec_feeds
@femtech_
@ratchetnerd_
@vievararosel
@forbes
@sirforde
@thesiliconhill
@joseph_santoro
@llnuxbot

Top Tweeters in G1:
@cybersec_feeds
@vievararosel
@sirforde
@publichealthmap
@dcpolicedept
@guerra1_b
@ddotdc
@forestservice
@esri
@fema

Top Tweeters in G2:
@thesiliconhill
@jag_____
@nduley
@duckduckgo
@dclinenews
@khoney
@deloitte
@technicallybmr
@newamericaed
@revolution

Top Tweeters in G3:
@ratchetnerd_
@taeluralexis
@shahedc
@realgenekim
@msdev
@pooltable_mover
@venikunche
@_dotnetbot_
@ericschillerdev
@santoshyadavdev

Top Tweeters in G4:
@nordicgeo
@mrtallerjerry
@awscloud
@boozallen
@peerxp
@woollymammothtc
@seedspot
@jack_kelly
@colbyfayock
@rabernat

Top Tweeters in G5:
@femtech_
@rdonoghue
@caplady1225
@multiplexer
@seclectech
@womenwhocode
@lizmeister321
@ondeckcapital
@svthmc
@lethain

Top Tweeters in G6:
@wbjonline
@transportgooru
@rachela_adler
@uber_but_for
@goodfynd
@gabe_klein
@sethwainer
@wbjneibs
@uber
@ryankcroft

Top Tweeters in G7:
@bobgourley
@glehel
@carlpierre
@vc_list
@joannalaznicka
@tenpearls
@rayrahbar
@joann
@queenmolls
@zencloudgeeks

Top Tweeters in G8:
@plasti_man
@fesposito22
@plastics_us
@benmuscolino
@associationwire
@tonyrad58
@amsjobsinc
@501cmobile
@amsceos
@dccyberjobs

Top Tweeters in G9:
@brendaslunch
@danberger
@ifortunefinance
@lista1
@brianbpark
@cehcoursecom
@secplusclasses
@mysenseware
@adamnmalone
@ordwaylabs

Top Tweeters in G10:
@llnuxbot
@fairfaxcounty
@fairfaxcountypd
@ffxfirerescue
@apporima
@aclater
@dcodethegov
@govcityhq
@devnationfed


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