dctech, Twitter, 2/14/2020 10:39:04 PM, 221170


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dctech_2020-02-12_17-43-17.xlsx
dctech_2020-02-12_17-43-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 14, 2020
Short Description:
dctech via NodeXL http://bit.ly/37v0kxm
@thesiliconhill
@seedspot
@octodc
@upsidetravel
@wbjandy
@technicallydc
@womenwhocodedc
@rachela_adler
@glehel
@supervisorlusk

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

Description:
Description
The graph represents a network of 360 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 Thursday, 13 February 2020 at 01:43 UTC.

The requested start date was Wednesday, 12 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 13-day, 21-hour, 36-minute period from Wednesday, 29 January 2020 at 01:48 UTC to Tuesday, 11 February 2020 at 23:25 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 : 360
Unique Edges : 496
Edges With Duplicates : 303
Total Edges : 799
Number of Edge Types : 4
MentionsInRetweet : 411
Mentions : 154
Tweet : 225
Replies to : 9
Self-Loops : 225
Reciprocated Vertex Pair Ratio : 0.0760869565217391
Reciprocated Edge Ratio : 0.141414141414141
Connected Components : 50
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 150
Maximum Edges in a Connected Component : 343
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.983648
Graph Density : 0.00383008356545961
Modularity : 0.564667
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 360 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 Thursday, 13 February 2020 at 01:43 UTC.

The requested start date was Wednesday, 12 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 13-day, 21-hour, 36-minute period from Wednesday, 29 January 2020 at 01:48 UTC to Tuesday, 11 February 2020 at 23:25 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:
[48] https://twinybots.ch/
[15] https://careers.dc.gov/
[10] https://blog.dashlane.com/dashlane-rebrand/
[9] https://zellwk.com/blog/multi-line-gradient-links/
[8] https://css-irl.info/optimising-svgs-for-the-web/
[7] https://linguafranca.standardnotation.ai/
[6] http://dlvr.it/RP1TfZ
[6] https://xd.adobe.com/ideas/principles/design-systems/introduction-to-design-systems/
[6] https://towardsdatascience.com/googles-data-science-interview-brain-teasers-7f3c1dc4ea7f
[5] https://medium.com/@minoraxis/7-principles-of-icon-design-e7187539e4a2

Top URLs in Tweet in G1:
[37] https://twinybots.ch/
[8] https://blog.dashlane.com/dashlane-rebrand/
[7] https://zellwk.com/blog/multi-line-gradient-links/
[6] https://towardsdatascience.com/googles-data-science-interview-brain-teasers-7f3c1dc4ea7f
[6] http://dlvr.it/RP1TfZ
[6] https://linguafranca.standardnotation.ai/
[6] https://css-irl.info/optimising-svgs-for-the-web/
[5] https://xd.adobe.com/ideas/principles/design-systems/introduction-to-design-systems/
[4] https://frankchimero.com/blog/2019/redesign/
[3] http://dlvr.it/RMj3YG

Top URLs in Tweet in G2:
[2] https://twitter.com/TechnicallyDC/status/1222955802555752454
[2] https://technical.ly/dc/2020/01/29/20-most-promising-dc-tech-companies-reallist-startups-2020/
[1] http://technical.ly/dc/2020/02/11/nonprofit-peacetech-lab-partnering-global-law-firm-hogan-lovells
[1] http://technical.ly/dc/2020/01/29/20-most-promising-dc-tech-companies-reallist-startups-2020
[1] http://technical.ly/dc/2020/01/30/uber-bringing-self-driving-vehicles-district-dc-data-collection
[1] http://technical.ly/dc/2020/01/30/arlington-u-group-expanding-hiring-indianapolis
[1] http://technical.ly/dc/2020/01/31/helbiz-launched-ebike-fleet-district-hiring
[1] http://technical.ly/dc/2020/01/31/churnzero-relocating-1776-wework-growing
[1] https://technical.ly/dc/2020/02/03/lynk-has-been-named-a-finalist-for-the-2020-sxsw-innovation-awards
[1] http://technical.ly/dc/2020/02/03/seed-spot-impact-accelerator-third-cohort-social-enterprise

Top URLs in Tweet in G3:
[4] https://blog.trainace.com/top-5-cybersecurity-jobs-right-now?utm_content=114340353&utm_medium=social&utm_source=twitter&hss_channel=tw-191583062
[1] https://www.trainace.com/products/security-plus-training-and-certification?utm_content=115187895&utm_medium=social&utm_source=twitter&hss_channel=tw-191583062
[1] https://www.trainace.com/products/security-plus-training-and-certification?utm_content=115187894&utm_medium=social&utm_source=twitter&hss_channel=tw-191583062
[1] https://www.trainace.com/products/security-plus-training-and-certification?utm_content=115187892&utm_medium=social&utm_source=twitter&hss_channel=tw-18745151
[1] https://blog.trainace.com/top-5-cybersecurity-jobs-right-now?utm_content=114340351&utm_medium=social&utm_source=twitter&hss_channel=tw-18745151
[1] https://twitter.com/DCALive/status/1225083260360908806
[1] https://twitter.com/KU_Avalon/status/1222685766771453953

Top URLs in Tweet in G4:
[3] https://www.startupgrind.com/events/details/startup-grind-washington-dc-presents-laura-oshaughnessy-ceo-of-socialcode/#/
[3] https://careers.dc.gov/
[2] https://u.group/
[2] https://u.group/thinking/dc-area-based-u-group-continues-rapid-growth-with-expansion-into-indianapolis-market/
[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
[1] https://u.group/events/dc-legal-hackers-24/
[1] https://u.group/events/
[1] http://technical.ly/dc/2020/01/30/uber-bringing-self-driving-vehicles-district-dc-data-collection
[1] http://technical.ly/dc/2020/01/31/churnzero-relocating-1776-wework-growing

Top URLs in Tweet in G5:
[9] https://twinybots.ch/
[3] https://medium.com/@minoraxis/7-principles-of-icon-design-e7187539e4a2
[2] https://css-irl.info/optimising-svgs-for-the-web/
[2] https://zellwk.com/blog/multi-line-gradient-links/
[2] https://blog.dashlane.com/dashlane-rebrand/
[1] https://criterion-sys.com/career-details/?job-id=f8b382c9-5bbd-4a5d-bce0-317fca46c9c1
[1] https://hire.withgoogle.com/public/jobs/stardogcom/view/P_AAAAAACAAKXDwiXto38dvc?utm_content=114557780&utm_medium=social&utm_source=twitter&hss_channel=tw-224035128
[1] https://frankchimero.com/blog/2019/redesign/
[1] https://linguafranca.standardnotation.ai/
[1] https://xd.adobe.com/ideas/principles/design-systems/introduction-to-design-systems/

Top URLs in Tweet in G6:
[11] https://careers.dc.gov/
[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
[2] 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
[2] 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://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://bpr.splashthat.com
[1] https://st2dcdatasecurity.splashthat.com/
[1] https://twitter.com/DC_TechEvents/status/1225389438341132289
[1] https://twitter.com/connectdotdc/status/1225479267095588864

Top URLs in Tweet in G7:
[2] https://kickoffdcia2020.splashthat.com/
[1] https://seedspotdcventurethursdays2020.splashthat.com/
[1] https://dc-iem-feb2020.splashthat.com/
[1] https://twitter.com/technicallydc/status/1225766831610351616
[1] https://twitter.com/BoozAllen/status/1222595348000133120
[1] https://twitter.com/seedspot/status/1223031659886522370
[1] https://twitter.com/UpsideTravel/status/1225145713295798272
[1] https://www.meetup.com/Washington-DC-Women-in-Machine-Learning-and-Data-Science/events/268443681/

Top URLs in Tweet in G8:
[3] https://twitter.com/BYNDfit/status/1225798899841077248
[1] https://finance.yahoo.com/news/10pearls-acquires-zen-cloud-san-130000025.html
[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://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==

Top URLs in Tweet in G9:
[2] https://twinybots.ch/
[2] https://medium.com/@minoraxis/7-principles-of-icon-design-e7187539e4a2
[1] https://www.meetup.com/angularDC/events/268226562/
[1] https://www.meetup.com/angularDC/events/268226562/?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[1] https://www.meetup.com/NoVA-Code-Coffee/events/267835301/?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://www.meetup.com/DevOpsDC/events/fqwvkrybcdbpb/?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[1] http://excel.la/P4b650ycaOm
[1] http://excel.la/WLSu50ycbcL
[1] http://excel.la/P4b650ycaOm?utm_source=hootsuite&utm_medium=twitter&utm_term=The_Unicorn_Project&utm_content=Contest

Top Domains
Top Domains in Tweet in Entire Graph:
[89] dlvr.it
[48] twinybots.ch
[39] deccanchronicle.com
[29] technical.ly
[26] twitter.com
[24] dc.gov
[15] meetup.com
[10] trainace.com
[10] dashlane.com
[9] zellwk.com

Top Domains in Tweet in G1:
[89] dlvr.it
[39] deccanchronicle.com
[37] twinybots.ch
[8] dashlane.com
[7] zellwk.com
[6] towardsdatascience.com
[6] standardnotation.ai
[6] css-irl.info
[5] adobe.com
[4] frankchimero.com

Top Domains in Tweet in G2:
[22] technical.ly
[4] twitter.com
[1] eventbrite.com
[1] meetup.com
[1] dc.gov
[1] pieinsurance.com

Top Domains in Tweet in G3:
[8] trainace.com
[2] twitter.com

Top Domains in Tweet in G4:
[7] technical.ly
[6] u.group
[5] twitter.com
[3] startupgrind.com
[3] dc.gov
[1] thebridgework.com
[1] inman.com
[1] newamerica.org

Top Domains in Tweet in G5:
[9] twinybots.ch
[4] senseware.co
[3] medium.com
[2] css-irl.info
[2] zellwk.com
[2] dashlane.com
[2] linkedin.com
[2] trainace.com
[1] criterion-sys.com
[1] withgoogle.com

Top Domains in Tweet in G6:
[20] dc.gov
[2] splashthat.com
[2] twitter.com

Top Domains in Tweet in G7:
[4] splashthat.com
[4] twitter.com
[1] meetup.com

Top Domains in Tweet in G8:
[3] twitter.com
[2] bizjournals.com
[1] yahoo.com
[1] gofundme.com

Top Domains in Tweet in G9:
[6] meetup.com
[4] excel.la
[2] twinybots.ch
[2] medium.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[407] dctech
[144] webdesign
[83] ui
[67] washingtondc
[60] ux
[36] development
[25] tech
[23] ai
[16] dc
[14] cybersecurity



Top Hashtags in Tweet in G1:
[178] dctech
[130] webdesign
[73] ui
[63] washingtondc
[53] ux
[36] development
[10] tech
[7] datascience
[6] unionkitchen
[6] unionkitchendc

Top Hashtags in Tweet in G2:
[41] dctech
[5] newyearsresolution
[4] dcstartup
[3] techjobs
[2] b2b
[1] wedc
[1] tuesdaymotivation
[1] novatech
[1] levelup
[1] octodc

Top Hashtags in Tweet in G3:
[15] dctech
[10] cybersecurity
[9] security
[5] infosec
[3] md
[3] dc
[3] va
[3] itcertification
[3] threatintelligence
[1] entreprenuers

Top Hashtags in Tweet in G4:
[31] dctech
[8] ai
[6] sellingtech2dc
[5] drupal
[3] fluttereurope
[3] realestate
[2] lehackies
[2] legalhack
[2] octodc
[2] superbowl

Top Hashtags in Tweet in G5:
[27] dctech
[12] webdesign
[8] ui
[5] ux
[5] ai
[5] tech
[4] iot
[4] data
[4] trends
[4] newyear

Top Hashtags in Tweet in G6:
[22] dctech
[8] sellingtech2dc
[6] octodc
[5] techtuesday
[2] dmv
[2] bdpadc
[2] washdc
[1] dcnet
[1] dataprivacyday
[1] privacyaware

Top Hashtags in Tweet in G7:
[14] dctech
[6] dc
[4] madeindc
[3] innovation
[3] entrepreneurship
[3] dckickoff2020
[2] femtech
[1] socent
[1] impinv
[1] datadc

Top Hashtags in Tweet in G8:
[17] dctech
[4] fairfaxcounty
[4] tech
[3] fraud
[3] startups
[3] risk
[3] compliance
[3] investors
[2] venturecapital
[2] rideshare

Top Hashtags in Tweet in G9:
[18] dctech
[4] dcmeetup
[2] coding
[2] devopsengineer
[2] excellaxitrev
[2] webdesign
[2] ui
[1] agile
[1] fredericksburg

Top Hashtags in Tweet in G10:
[4] ai
[2] dctech

Top Words
Top Words in Tweet in Entire Graph:
[441] Words in Sentiment List#1: Positive
[138] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[10781] Non-categorized Words
[11360] Total Words
[407] #dctech
[144] #webdesign
[83] #ui
[78] dc
[67] #washingtondc

Top Words in Tweet in G1:
[178] #dctech
[130] #webdesign
[73] #ui
[63] #washingtondc
[53] #ux
[36] #development
[28] design
[19] cartisien
[19] css
[13] ai

Top Words in Tweet in G2:
[41] #dctech
[18] womenwhocodedc
[12] dc
[10] tech
[10] event
[10] join
[10] next
[9] women
[9] team
[9] re

Top Words in Tweet in G3:
[15] cyber
[15] #dctech
[12] red
[12] hot
[11] dc
[10] security
[10] #cybersecurity
[10] dcalive
[9] #security
[8] looking

Top Words in Tweet in G4:
[31] #dctech
[13] dc
[12] o'shaughnessy
[11] technicallydc
[10] startup
[9] octodc
[8] come
[8] #ai
[8] miss
[8] job

Top Words in Tweet in G5:
[27] #dctech
[12] #webdesign
[8] #ui
[5] #ux
[5] looking
[5] design
[5] #ai
[5] best
[5] #tech
[4] startup

Top Words in Tweet in G6:
[22] #dctech
[15] today
[11] octodc
[11] job
[11] postings
[11] apply
[9] join
[8] #sellingtech2dc
[7] âž
[7] specialist

Top Words in Tweet in G7:
[14] seedspot
[14] #dctech
[12] dc
[12] impact
[9] kick
[8] excited
[8] meet
[7] venture
[7] help
[7] using

Top Words in Tweet in G8:
[17] #dctech
[8] glehel
[6] cool
[6] local
[6] company
[4] time
[4] uber
[4] #fairfaxcounty
[4] #tech
[4] firms

Top Words in Tweet in G9:
[18] #dctech
[11] join
[8] win
[7] angularlicious
[7] effective
[6] angulardc
[6] welcoming
[6] podcast
[6] host
[6] author

Top Words in Tweet in G10:
[8] scottthuman
[4] maryclaireburic
[4] gmu_cra
[4] wearesinclair
[4] citing
[4] andrewyang
[4] concerns
[4] #ai
[4] 4th
[4] industrial

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[144] #webdesign,#dctech
[33] vice,president
[33] #dctech,#washingtondc
[30] #dctech,#ui
[30] #dctech,#development
[29] #dctech,#ux
[25] #ui,#webdesign
[23] job,alert
[23] alert,plastics_us
[23] plastics_us,plastics

Top Word Pairs in Tweet in G1:
[130] #webdesign,#dctech
[31] #dctech,#washingtondc
[30] #dctech,#development
[28] #dctech,#ux
[23] #dctech,#ui
[22] #ui,#webdesign
[14] #ui,#washingtondc
[13] #washingtondc,#ux
[12] #development,#washingtondc
[12] design,language

Top Word Pairs in Tweet in G2:
[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 G3:
[12] red,hot
[10] hot,cyber
[5] essential,anyone
[5] anyone,looking
[5] looking,cyber
[5] cyber,security
[5] security,comptia
[5] comptia,security
[5] security,training
[5] training,best

Top Word Pairs in Tweet in G4:
[6] 20,startup
[6] startup,grind
[6] grind,dc
[6] laura,o'shaughnessy
[6] o'shaughnessy,ceo
[6] ceo,socialcode
[6] socialcode,dctech
[6] dctech,royalty
[6] royalty,tim
[6] tim,o'shaughnessy

Top Word Pairs in Tweet in G5:
[12] #webdesign,#dctech
[5] #dctech,#ui
[4] #ux,#webdesign
[4] top,iot
[4] iot,trends
[4] trends,watch
[4] watch,2020
[4] 2020,#iot
[4] #iot,#data
[4] #data,#trends

Top Word Pairs in Tweet in G6:
[11] job,postings
[11] apply,today
[7] today,#dctech
[6] postings,right
[6] right,#octodc
[6] #octodc,join
[6] join,team
[6] team,apply
[6] #dctech,grc
[6] grc,manager

Top Word Pairs in Tweet in G7:
[6] excited,help
[6] help,kick
[6] kick,#dc
[6] #dc,wimlds
[6] wimlds,meetup
[6] meetup,talk
[6] talk,using
[6] using,nlp
[6] nlp,find
[6] find,names

Top Word Pairs in Tweet in G8:
[6] cool,local
[6] local,#dctech
[6] #dctech,company
[5] glehel,cool
[4] #fairfaxcounty,#tech
[4] #tech,firms
[4] firms,typically
[4] typically,look
[4] look,west
[4] west,space

Top Word Pairs in Tweet in G9:
[6] join,welcoming
[6] welcoming,angularlicious
[6] angularlicious,podcast
[6] podcast,host
[6] host,author
[6] author,matt
[6] matt,vaughn
[6] vaughn,#dctech
[6] #dctech,presentation
[6] presentation,effective

Top Word Pairs in Tweet in G10:
[4] gmu_cra,scottthuman
[4] scottthuman,wearesinclair
[4] wearesinclair,citing
[4] citing,andrewyang
[4] andrewyang,concerns
[4] concerns,#ai
[4] #ai,scottthuman
[4] scottthuman,4th
[4] 4th,industrial
[3] maryclaireburic,gmu_cra

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@plastics_us
@octodc
@amsjobsinc
@technicallydc
@cartisien
@womenwhocodedc
@seedspot
@dcalive
@joseph_santoro
@ugroupsocial

Top Mentioned in G1:
@cartisien
@joseph_santoro
@unionkitchendc
@northwhile1
@otechtalks
@spicyabubs
@_dctech
@jspadoan
@vizworld
@rupeshmalpani

Top Mentioned in G2:
@womenwhocodedc
@technicallydc
@tech_rebalanced
@ondeckcapital
@kellyfmill
@multiplexer
@svthmc
@pie_insurance
@foxtrotmarket
@upsidetravel

Top Mentioned in G3:
@dcalive
@ku_avalon
@advanced_sec
@virgilsecurity
@intel471inc
@devensoftware
@higherdigitallc
@banduracyber
@goirishbrian
@tcweller

Top Mentioned in G4:
@technicallydc
@octodc
@ugroupsocial
@drupaldc
@flutterdev
@revolution
@homesnap
@dclegalhackers
@startupgrinddc

Top Mentioned in G5:

Top Mentioned in G6:
@octodc
@dchrdc
@dcpolicedept
@dcocp
@connectdotdc
@bdpadc
@dccfsa
@pttv4tech
@dc_techevents
@mappingdc

Top Mentioned in G7:
@seedspot
@boozallen
@wimlds
@anaphoraresolve
@vinettaproject
@scotteshom
@tscottcase
@womenwhocode
@cphergresham
@sherrling

Top Mentioned in G8:
@glehel
@supervisorlusk
@tenpearls
@zencloudgeeks
@rachela_adler
@uber
@ryandavidc
@wbjandy
@wbjonline
@fairfaxeda

Top Mentioned in G9:
@angularlicious
@angulardc
@excellaco
@realgenekim
@novacodecoffee
@ng_tracyy
@devopsdc
@itrevbooks
@arlingtonruby
@smtelecommunic1

Top Mentioned in G10:
@maryclaireburic
@scottthuman
@wearesinclair
@andrewyang
@gmu_cra
@lenforkas
@milestonecomm

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@businessinsider
@cybersec_feeds
@femtech_
@glorialaw5
@fastcompany
@forbes
@researchmrx
@justbementalist
@websecurityit

Top Tweeters in G1:
@chidambara09
@researchmrx
@justbementalist
@joseph_santoro
@startupbulletin
@jayeshmthakur
@vizworld
@thomashilbig2
@hubofml
@habbenings

Top Tweeters in G2:
@rdonoghue
@caplady1225
@dclinenews
@georgemasonu
@multiplexer
@ohmichgee
@seclectech
@christopherwink
@wdcep
@technicallydc

Top Tweeters in G3:
@cybersec_feeds
@websecurityit
@guerra1_b
@trainace
@mach37cyber
@advanced_sec
@moduscreate
@virgilsecurity
@goirishbrian
@req_co

Top Tweeters in G4:
@thesiliconhill
@fullnam35087976
@khoney
@avimimoun
@nitya
@smithsonianchan
@technicallybmr
@newamericaed
@revolution
@homesnap

Top Tweeters in G5:
@amruthasuri
@brendaslunch
@grjenkin
@danberger
@bird7g
@swissuxnews
@faeeel18
@ifortunefinance
@lista1
@cehcoursecom

Top Tweeters in G6:
@dcpolicedept
@bdpatoday
@dc_techevents
@baltmoed
@carellajoe
@does_dc
@talamantedc
@dcmocrs
@octodc
@dccfsa

Top Tweeters in G7:
@femtech_
@mrtallerjerry
@awscloud
@shun662
@drahmadbazzi
@boozallen
@womenwhocode
@jameshahnii
@seedspot
@sherrling

Top Tweeters in G8:
@wbjonline
@rachela_adler
@uber_but_for
@bobgourley
@glehel
@uber
@exit101biz
@fairfaxeda
@carlpierre
@buysellrentinv

Top Tweeters in G9:
@taeluralexis
@realgenekim
@pooltable_mover
@smtelecommunic1
@santoshyadavdev
@excellaco
@ng_tracyy
@itrevbooks
@devpato
@jvanallen93

Top Tweeters in G10:
@glorialaw5
@majesticalexis
@andrewyang
@scottthuman
@maryclaireburic
@brian_2488
@lenforkas
@rscher18
@milestonecomm
@gmu_cra


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