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dctech_2017-10-12_04-17-33.xlsx
dctech_2017-10-12_04-17-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 12, 2017
Short Description:
dctech via NodeXL http://bit.ly/2i6OQw4
@thesiliconhill
@dcfemtech
@technicallydc
@gdevdc
@dcalive
@cyberscoopnews
@vruxdc
@robbiethegeek

Description:
Description
The graph represents a network of 1,152 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, 12 October 2017 at 11:18 UTC.

The requested start date was Thursday, 12 October 2017 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, 23-hour, 57-minute period from Thursday, 28 September 2017 at 00:02 UTC to Thursday, 12 October 2017 at 00:00 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 : 1152
Unique Edges : 2317
Edges With Duplicates : 1685
Total Edges : 4002
Self-Loops : 719
Reciprocated Vertex Pair Ratio : 0.0632279534109817
Reciprocated Edge Ratio : 0.118935837245696
Connected Components : 101
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 898
Maximum Edges in a Connected Component : 3427
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.667525
Graph Density : 0.00192767158992181
Modularity : 0.482909
NodeXL Version : 1.0.1.388

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[42] https://www.goswdc.co/
[21] https://www.microsoftevents.com/profile/form/index.cfm?PKformID=0x2562189abcd
[15] https://www.eventbrite.com/e/generation-impact-forum-tickets-37625995365
[13] http://novacodecamp.org
[12] http://www.devfestdc.org/?utm_content=bufferb0b14&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] http://www.dcdesignweek.org/
[10] https://www.eventbrite.com/e/startup-weekend-dc-civic-impact-edition-tickets-34986592841?aff=goswdc
[10] http://www.devfestdc.org/?utm_content=buffer5c701&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://technical.ly/dc/2017/10/02/techweek-comes-washington-d-c-first-time?utm_content=buffer87a49&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] http://events.stcwdc.org

Top URLs in Tweet in G1:
[8] https://www.startupgrind.com/events/details/startup-grind-washington-dc-presents-startup-grind-techweek-startup-panel-from-cradle-to-ipo
[7] https://www.goswdc.co/
[7] https://technical.ly/dc/2017/10/02/techweek-comes-washington-d-c-first-time?utm_content=buffer87a49&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] http://technical.ly/dc/2017/09/29/transitscreen-office-photos/
[5] https://www.eventbrite.com/e/naaap-dc-disrupt-conference-preview-day-tickets-38443912778?platform=hootsuite
[5] http://technical.ly/dc/2017/10/02/transitscreen-mobility?utm_content=buffer47d28&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://novacodecamp.org
[4] https://www.facebook.com/StartupGrindWashingtonDc/
[4] https://www.forbes.com/sites/valleyvoices/2017/09/28/sports-could-become-virtual-realitys-killer-app/#c45563c4843b
[4] https://www.citylab.com/transportation/2017/10/a-tool-to-track-all-the-mobility-modes/541545/

Top URLs in Tweet in G2:
[15] https://www.eventbrite.com/e/generation-impact-forum-tickets-37625995365
[7] https://technical.ly/dc/2017/10/02/techweek-comes-washington-d-c-first-time/
[6] https://www.innovatorsbox.com/creative-minds?utm_content=bufferd3957&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://smartcitiesweek.com/2017-Washington/
[4] https://www.goswdc.co/
[4] http://DC.gov
[3] https://byteback.org/young-professionals-join-the-fight-to-close-dcs-digital-divide/
[3] http://wdcep.com/dcs-150-tech-companies/
[3] http://wdcep.com/startup-profile-foodhini/
[3] https://www.eventbrite.com/e/2017-dc-climathon-launch-event-registration-37875897830

Top URLs in Tweet in G3:
[6] https://technical.ly/dc/2017/09/28/tech-lady-hackathon-2017/?utm_content=buffera5c0b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://tourdecodekickoff2017.splashthat.com/?mc_cid=56c27b35f0&mc_eid=3e5b9c4768
[5] https://www.meetup.com/dc-code-coffee/events/243527192/?_xtd=gqFypzI3NTA2OTehcKdhbmRyb2lk&from=ref
[4] https://speakerdeck.com/uncompiled/through-the-language-glass
[4] https://www.instagram.com/p/BZ_pOvylNoq/
[3] https://tourdecodekickoff2017.splashthat.com/
[3] https://twitter.com/DCHackAndTell/status/915323273025597442
[2] https://twitter.com/DCFemTech/status/917418365496582144
[2] https://www.youtube.com/watch?v=G-QiE2O6cok
[2] https://www.meetup.com/United-Silver-Spring-Ruby/events/240639085/?_cookie-check=tJCU8HcnhgvXZnfZ

Top URLs in Tweet in G4:
[12] http://www.devfestdc.org/?utm_content=bufferb0b14&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] http://www.devfestdc.org/?utm_content=buffer5c701&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://www.devfestdc.org/?utm_content=buffer0df4f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://twitter.com/seedspot/status/912371136754798593
[3] http://www.devfestdc.org/?utm_content=buffer85fad&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.devfestdc.org/?utm_content=buffer5b49d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.devfestdc.org/?utm_content=buffer41267&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.devfestdc.org/?utm_content=bufferbe17a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.devfestdc.org/?utm_content=bufferdb034&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.devfestdc.org/?utm_content=buffera6fea&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[3] https://blog.mapbox.com/a-smarter-city-partnering-with-melbourne-to-solve-complex-urban-challenges-b972634a5bde?utm_content=buffer59ca7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://dca-live.com/2017-new-power-women-of-dc-tech
[2] http://dca-live.com/2017-association-tech-stars
[2] http://dca-live.com/thedca/2017/10/5/association-tech-stars-part-2
[1] https://twitter.com/i/web/status/914897536422424577
[1] https://twitter.com/i/web/status/915259913819082753
[1] http://dccyberweek.com/WQWPZ/
[1] http://dca-live.com/2017-new-power-women-of-dc-tech?utm_content=buffer3b917&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/916347074278559744
[1] https://twitter.com/i/web/status/917419884849565696

Top URLs in Tweet in G6:
[9] http://www.dcdesignweek.org/
[5] https://www.opportunityatwork.fund/
[5] https://twitter.com/TechnicallyDC/status/917789133938012161
[4] https://boards.greenhouse.io/generalassembly/jobs/38002
[4] http://www.eventbrite.com/e/dcdw-kickoff-party-tickets-38419481704
[3] http://agencychief.com/events
[1] https://generalassemb.ly/education/tech-and-advertising-with-twitter/washington-dc/41472
[1] https://twitter.com/i/web/status/912501330555654146
[1] https://twitter.com/i/web/status/916348934594973696
[1] https://generalassemb.ly/education/first-fridays-at-ga

Top URLs in Tweet in G7:
[3] http://pbynd.co/wsu8f
[3] http://pbynd.co/zcgxv
[2] https://www.fastcompany.com/40469584/try-one-of-these-eight-ways-to-get-through-the-3pm-slump
[2] https://www.eventbrite.com/e/beers-brats-with-crowdskout-tickets-37737667379
[2] https://www.mach37.com/events/
[1] https://twitter.com/i/web/status/918176805319856133
[1] https://twitter.com/i/web/status/914869113889153024
[1] https://twitter.com/i/web/status/915346586510733312
[1] https://twitter.com/i/web/status/915582864300953601
[1] https://twitter.com/i/web/status/914913248415244289

Top URLs in Tweet in G8:
[3] http://theoakmontgroupllc.com/2017/09/11/risk-management-put-into-a-system/
[2] http://theoakmontgroupllc.com/2017/03/29/how-to-grow-a-successful-information-technology-company/
[2] http://theoakmontgroupllc.com/2017/05/26/time-optimized-sales-model/
[2] http://theoakmontgroupllc.com/2017/10/02/applies-technology-to-help-you-with-homecare/
[2] https://drivenforward.com/pretangel-alert-beware-face-vcs-and-angels/
[2] https://drivenforward.com/brake-new-startup-decelerator-2/
[2] http://www.govtech.com/Startup-in-Residence-Program-to-Expand-to-Washington-DC.html?flipboard=yes
[1] https://twitter.com/ByteBackDC/status/913825734312984577
[1] https://twitter.com/i/web/status/918230389478473728
[1] https://twitter.com/i/web/status/916316678195118080

Top URLs in Tweet in G9:
[2] https://www.socialtables.com/blog/event-planning/the-2016-social-tables-report/
[2] https://www1.jobdiva.com/candidates/myjobs/searchjobsdone.jsp?a=fvjdnwspf7o8oc1o042l5bgqs8nqdu04da26d34w8ohnqpj8ssgvxzx880pdhtmc
[2] http://www.deccanchronicle.com/technology/mobiles-and-tabs/280917/honors-upcoming-quad-cam-bezel-less-smartphone-for-india-could-be-the-huawei-nova-2i.html
[1] https://twitter.com/i/web/status/913389382295605250
[1] https://twitter.com/i/web/status/913397922884194304
[1] https://www.usatoday.com/story/money/personalfinance/2017/09/26/5-gig-economy-websites-help-you-make-more-money/691890001/
[1] http://paper.li/mysocialally/1328859716?edition_id=cf34b870-a5b2-11e7-aee2-0cc47a0d164b
[1] http://paper.li/SocialSynergy4U?edition_id=d57e8630-a5fc-11e7-bd9c-0cc47a0d1609
[1] http://thisdayintechhistory.com/10/02/eniac-retired/
[1] https://www.forbes.com/sites/forbestechcouncil/2017/09/29/tech-startups-how-do-you-know-if-your-idea-is-worth-pursuing/#6d7daff91955?platform=hootsuite

Top URLs in Tweet in G10:
[31] https://www.goswdc.co/
[8] https://www.eventbrite.com/e/startup-weekend-dc-civic-impact-edition-tickets-34986592841?aff=goswdc
[6] https://youtu.be/ldc0WGC0vTI
[5] https://www.eventbrite.com/e/build-a-dream-series-dclibrary-tickets-38633516889?aff=socmed&utm_content=buffer3dfdc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://twitter.com/DC_Inno/status/917901309495328768
[3] https://www.eventbrite.com/e/2017-climathon-hack-resilience-registration-37887523603?aff=innovatorsbox&utm_content=buffer8b11d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.eventbrite.com/e/2017-climathon-hack-resilience-registration-37887523603?aff=innovatorsbox&utm_content=buffer04e6f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.bizjournals.com/washington/news/2017/10/03/airside-mobile-has-made-the-customs-process.html?utm_content=bufferfb39f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/917510236424015872
[1] https://twitter.com/i/web/status/917555376685494272

Top Domains
Top Domains in Tweet in Entire Graph:
[469] twitter.com
[179] deccanchronicle.com
[165] devfestdc.org
[88] eventbrite.com
[84] technical.ly
[47] dlvr.it
[42] goswdc.co
[26] meetup.com
[24] cyberscoop.com
[23] splashthat.com

Top Domains in Tweet in G1:
[81] twitter.com
[59] technical.ly
[14] eventbrite.com
[11] forbes.com
[9] splashthat.com
[8] startupgrind.com
[7] goswdc.co
[7] swarmapp.com
[5] sched.com
[5] youtube.com

Top Domains in Tweet in G2:
[66] twitter.com
[44] eventbrite.com
[10] technical.ly
[6] americaninno.com
[6] wdcep.com
[6] dc.gov
[6] innovatorsbox.com
[4] smartcitiesweek.com
[4] techweek.com
[4] goswdc.co

Top Domains in Tweet in G3:
[22] twitter.com
[9] splashthat.com
[8] meetup.com
[6] technical.ly
[5] instagram.com
[4] speakerdeck.com
[2] youtube.com
[1] byteback.org
[1] dcacm.org
[1] eventbrite.com

Top Domains in Tweet in G4:
[160] devfestdc.org
[67] twitter.com
[5] meetup.com
[2] bit.ly
[2] bigparser.com
[2] splashthat.com
[2] technical.ly
[2] dca-live.com
[1] facebook.com
[1] eventbrite.com

Top Domains in Tweet in G5:
[22] twitter.com
[9] dca-live.com
[3] bizjournals.com
[3] technical.ly
[3] mapbox.com
[2] techcrunch.com
[1] dccyberweek.com
[1] splashthat.com
[1] higherlogic.com
[1] americaninno.com

Top Domains in Tweet in G6:
[18] twitter.com
[9] dcdesignweek.org
[5] opportunityatwork.fund
[4] generalassemb.ly
[4] greenhouse.io
[4] eventbrite.com
[4] agencychief.com
[1] deloitte.com

Top Domains in Tweet in G7:
[55] twitter.com
[18] pbynd.co
[2] fastcompany.com
[2] eventbrite.com
[2] mach37.com
[1] technical.ly
[1] dcchildcareconnections.org
[1] splashthat.com
[1] forbes.com

Top Domains in Tweet in G8:
[16] theoakmontgroupllc.com
[15] drivenforward.com
[11] twitter.com
[2] govtech.com
[1] bizjournals.com

Top Domains in Tweet in G9:
[179] deccanchronicle.com
[22] twitter.com
[7] instagram.com
[4] paper.li
[2] infinity-cs.com
[2] socialtables.com
[2] jobdiva.com
[2] angelkings.com
[1] usatoday.com
[1] thisdayintechhistory.com

Top Domains in Tweet in G10:
[31] goswdc.co
[19] eventbrite.com
[16] twitter.com
[6] youtu.be
[1] bizjournals.com
[1] techcrunch.com
[1] splashthat.com
[1] technical.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1728] dctech
[154] devfestdc
[127] dev
[107] startup
[90] dc
[86] tourdecode
[83] dmvstartup
[80] mobile
[75] techweekdc
[68] climathon



Top Hashtags in Tweet in G1:
[420] dctech
[43] techweekdc
[25] womenintech
[24] dc
[17] dmvstartup
[13] startup
[12] startupgrind
[11] justwomendc
[10] startups
[8] timmyawards

Top Hashtags in Tweet in G2:
[278] dctech
[52] climathon
[40] smartcity
[29] hackathon
[24] innovation
[22] socialimpact
[22] entrepreneurship
[19] scwdc
[19] dc
[14] entrepreneurs

Top Hashtags in Tweet in G3:
[132] dctech
[57] tourdecode
[15] techlady
[13] tech
[9] startup
[6] dctechday
[5] washpostlife
[5] techwithinreach
[4] sapir
[3] dcacm

Top Hashtags in Tweet in G4:
[149] devfestdc
[140] dctech
[122] dev
[53] mobile
[50] dmvstartup
[26] microservices
[22] dcfemtech
[21] firebase
[19] hackathon
[12] chromebook

Top Hashtags in Tweet in G5:
[77] dctech
[10] trending40
[10] startups
[7] dcalive
[6] cybersecurity
[4] crystalcity
[4] entrepreneurs
[4] womenintech
[4] scwdc
[2] association

Top Hashtags in Tweet in G6:
[42] dctech
[19] learntocode
[13] dcdesignweek
[9] design
[9] dcdw
[7] datascience
[5] ux
[5] codenewbie
[5] powerofintelligentthings
[5] socialgood

Top Hashtags in Tweet in G7:
[101] dctech
[13] startup
[9] timmyawards
[8] tourdecode
[8] privacy
[7] tech
[6] marketing
[5] bizgrowth
[5] ai
[5] security

Top Hashtags in Tweet in G8:
[59] dctech
[11] techweekdc
[11] womenintech
[11] startup
[5] dctechweek
[4] icymi
[4] data
[2] vcs
[2] growthfinancing
[2] govtech

Top Hashtags in Tweet in G9:
[46] dctech
[8] startup
[6] socialmarketing
[4] startups
[4] fashionapp
[3] iconiqstyleapp
[3] fashionblogger
[3] technerdinheels
[3] dc
[2] bmoretech

Top Hashtags in Tweet in G10:
[77] dctech
[28] dc
[23] gew2017
[18] tgsw2017
[15] swdc
[15] publicgoodapphouse
[9] dmvstartup
[8] dcfemtech
[6] smallbizdc
[6] climathon

Top Words
Top Words in Tweet in Entire Graph:
[1527] Words in Sentiment List#1: Positive
[433] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[35280] Non-categorized Words
[37240] Total Words
[1725] dctech
[374] dc
[236] startup
[229] w
[219] 10

Top Words in Tweet in G1:
[420] dctech
[123] dc
[83] startup
[54] 10
[49] technicallydc
[46] grind
[43] techweekdc
[37] tech
[35] join
[35] new

Top Words in Tweet in G2:
[278] dctech
[107] dc
[54] climathon
[51] tech
[50] join
[50] impact
[49] wdcep
[40] octodc
[40] smartcity
[40] oct

Top Words in Tweet in G3:
[130] dctech
[57] tourdecode
[51] week
[50] tech
[48] dcfemtech
[45] washpostlife
[34] events
[34] up
[31] dcacm
[29] excited

Top Words in Tweet in G4:
[149] devfestdc
[140] dctech
[137] w
[123] meet
[122] speaker
[122] connect
[122] dev
[122] experts
[56] mobile
[50] gdevdc

Top Words in Tweet in G5:
[77] dctech
[30] s
[25] dcalive
[17] mapbox
[15] learn
[15] rsvp
[12] growth
[11] mysenseware
[11] oct
[10] trending40

Top Words in Tweet in G6:
[42] dctech
[38] ga_dc
[26] dcdesignweek
[19] learntocode
[18] opptyatwork
[16] want
[14] worried
[14] tuition
[14] help
[14] achieve

Top Words in Tweet in G7:
[100] dctech
[19] tech
[19] iamjives
[15] startup
[13] party
[11] best
[11] tonight
[11] new
[11] crowdskout
[10] work

Top Words in Tweet in G8:
[59] dctech
[28] deal
[18] 25
[15] startup
[14] podcast
[13] 1776
[13] startups
[12] minutes
[11] techweekdc
[11] womenintech

Top Words in Tweet in G9:
[47] dctech
[21] new
[15] launches
[13] google
[13] india
[12] tech
[11] s
[11] startup
[10] dc
[10] apple

Top Words in Tweet in G10:
[77] dctech
[28] dc
[24] sw_dc
[23] gew2017
[22] 10
[18] tgsw2017
[18] join
[16] community
[16] nov
[15] global

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[128] connect,w
[127] meet,devfestdc
[127] devfestdc,speaker
[127] w,dev
[127] dev,experts
[62] check,out
[54] mobile,dctech
[46] gdevdc,meet
[46] startup,grind
[46] dctech,webdesign

Top Word Pairs in Tweet in G1:
[46] startup,grind
[28] grind,dc
[22] techweekdc,dctech
[18] dc,dctech
[14] techweek,startup
[14] startup,panel
[14] panel,cradle
[14] cradle,ipo
[14] ipo,startup
[14] 10,18

Top Word Pairs in Tweet in G2:
[35] aiesecdc's,generation
[35] generation,impact
[35] impact,forum
[31] east,coast
[30] successful,startup
[30] startup,residence
[30] residence,program
[30] smart,cities
[28] big,dctech
[28] dctech,news

Top Word Pairs in Tweet in G3:
[25] excited,first
[25] first,week
[25] week,tourdecode
[25] tourdecode,events
[25] events,coming
[25] coming,up
[25] up,week
[25] week,womenwhocodedc
[25] womenwhocodedc,ladiesthatuxdc
[24] dcfemtech,excited

Top Word Pairs in Tweet in G4:
[122] meet,devfestdc
[122] devfestdc,speaker
[122] connect,w
[122] w,dev
[122] dev,experts
[51] mobile,dctech
[43] experts,dmvstartup
[41] gdevdc,meet
[39] experts,mobile
[28] dmvstartup,dctech

Top Word Pairs in Tweet in G5:
[9] hey,dctech
[9] come,meet
[9] meet,up
[8] growth,summit
[7] association,tech
[7] tech,stars
[7] dc,growth
[7] star,panel
[7] panel,featuring
[7] featuring,whatsworkingdc

Top Word Pairs in Tweet in G6:
[14] want,learntocode
[14] learntocode,worried
[14] worried,tuition
[14] tuition,opptyatwork
[14] opptyatwork,ga_dc
[14] ga_dc,help
[14] help,achieve
[14] achieve,dream
[12] ga_dc,want
[9] celebrate,design

Top Word Pairs in Tweet in G7:
[11] best,tech
[8] dctech,community
[7] privacy,dctech
[6] tech,work
[6] work,culture
[5] thx,tech_in_motion
[5] tech,workplace
[5] workplace,diversity
[5] kick,party
[5] dcfemtech,tourdecode

Top Word Pairs in Tweet in G8:
[11] podcast,25
[11] 25,minutes
[10] 1776,benjaminsdesk
[9] sources,final
[9] final,roadblocks
[9] roadblocks,removed
[9] removed,1776
[9] benjaminsdesk,deal
[9] deal,deal
[9] deal,basically

Top Word Pairs in Tweet in G9:
[6] startup,socialmarketing
[4] d,c
[4] iphone,8
[3] washington,d
[3] report,dctech
[3] new,tech
[3] launches,new
[2] latest,social
[2] s,first
[2] dctech,startup

Top Word Pairs in Tweet in G10:
[15] publicgoodapphouse,festival
[12] amazing,entrepreneurs
[12] early,bird
[11] nov,10
[9] dmvstartup,community
[9] dc,early
[9] global,startup
[9] startup,weekend
[8] tgsw2017,dc
[8] going,sw_dc

Top Replied-To
Top Replied-To in Entire Graph:
@kylehill
@jennefertbg
@spokedotco
@sparkfunder
@coreemc
@mkoide1
@djneekola
@shahedc
@georgetownscs
@camilleesq

Top Replied-To in G1:
@jennefertbg
@mperezidente
@camilleesq
@spokedotco
@richard_florida
@stevecase
@transitscreen

Top Replied-To in G2:
@sparkfunder
@technicallydc
@elindse1
@tommydavidson

Top Replied-To in G3:
@womenlovetech

Top Replied-To in G4:
@harryalford3

Top Replied-To in G6:
@susanpenfield

Top Replied-To in G7:
@leverege
@lucymcaldwell

Top Replied-To in G8:
@_radiantgroup
@georgetownscs

Top Mentioned
Top Mentioned in Entire Graph:
@dcfemtech
@wdcep
@technicallydc
@bytebackdc
@gdevdc
@octodc
@washpostlife
@aiesecdc
@sustainablegw
@google

Top Mentioned in G1:
@technicallydc
@wdcep
@revolution
@bytecubed
@techweekinc
@1776
@transitscreen
@ipwithgz
@tedleonsis
@startupgrinddc

Top Mentioned in G2:
@wdcep
@octodc
@aiesecdc
@mayorbowser
@bytebackdc
@in3dc
@mayoredlee
@sustainablegw
@dmpeddc
@smartccouncil

Top Mentioned in G3:
@dcfemtech
@washpostlife
@dcacm
@womenwhocodedc
@ladiesthatuxdc
@wapoengineering
@bytebackdc
@uncompiled
@sirjessthebrave

Top Mentioned in G4:
@gdevdc
@google
@firebase
@googlecloud
@humbleventures
@googlevr
@saturnism
@kubernetesio
@capitalone
@bassbeatstreble

Top Mentioned in G5:
@dcalive
@mapbox
@mysenseware
@higherlogic
@everfi
@whatsworkingdc
@jaberman
@bsidesdc
@mach37cyber
@amyleew

Top Mentioned in G6:
@ga_dc
@opptyatwork
@dcdesignweek
@aigadc
@vruxdc
@sky_sprayberry
@boozallen
@agencychief
@susanpenfield
@openideodc

Top Mentioned in G7:
@iamjives
@crowdskout
@tech_in_motion
@dcfemtech
@taoticreative
@acan8tve
@mrericconn
@techweekinc
@wealthylifers
@mkacyber

Top Mentioned in G8:
@1776
@benjaminsdesk
@ximenahartsock
@wbjandy
@georgetownscs
@wbjonline
@phone2action
@icxmedia
@glehel
@raygilray

Top Mentioned in G10:
@sw_dc
@steverodrigz
@sustainablegw
@caravanstudios
@dcpl
@oas_official
@suzboop
@unleashingideas
@gallaudetu
@bienko

Top Tweeters
Top Tweeters in Entire Graph:
@javascriptd
@roomeezon
@sectest9
@nodesystems
@alevergara78
@clairebotai
@ehfoundation237
@itknowingness
@smartcityfeed
@ilovemypebble

Top Tweeters in G1:
@time
@politico
@iotimelab
@shashib
@forbes
@verizon
@tyrgr
@ifindinternship
@vr_technology
@joseph_santoro

Top Tweeters in G2:
@roomeezon
@ehfoundation237
@itknowingness
@smartcityfeed
@miss_placed_
@pcdnetwork
@nicolasgwet
@treyfreedom
@pagilchrist
@michellcclark

Top Tweeters in G3:
@clairebotai
@arichduvet
@webjobbing
@usnews
@tiph_seven
@docquita237
@awesmoeb
@_backlink_
@baursafi
@jicasas

Top Tweeters in G4:
@shakamunyi
@christhames29
@gregbjenkins
@bereanopartners
@madamequeen_
@google
@thelove_bomb
@sjcaustenite
@gamedevsrus
@fortalicellc

Top Tweeters in G5:
@nodesystems
@eclubproject
@jalbertbowdenii
@infos3cbot
@rukku
@caplady1225
@lyzidiamond
@hkeybsg
@ccbid
@uknelijah

Top Tweeters in G6:
@innovation_rtw
@round
@thesp0nge
@damionlowery
@aigadc
@boozallen
@danielacevedos
@deloittegov
@deidra_reed
@maikelnabil

Top Tweeters in G7:
@sectest9
@ilovemypebble
@infosecurity99
@gis_sharer
@someinfosecbot
@owlbelief
@donaldndoro
@zimmermann_st
@theideaburo
@dakinmarketing

Top Tweeters in G8:
@stephaniebalar1
@wbjonline
@snagajob
@mackmckelvey
@glehel
@stbaasch
@joemillerjd
@benjaminsdesk
@sandrowitz
@adilguzder

Top Tweeters in G9:
@blastkat
@tableteer
@fakegrimlock
@anandaleeke
@socialtables
@mrshadeed
@_dctech
@rasheencarbin
@1aura1opez
@katiemccaskey

Top Tweeters in G10:
@sittingpretty61
@leankansascity
@kushaanshah
@katemereand
@winspincic
@suzboop
@startupweekend
@unleashingideas
@monica_steigs
@bienko