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dctech_2020-03-03_17-43-16.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2020
Short Description:
dctech via NodeXL http://bit.ly/2Ty3qMl
@thesiliconhill
@pooltable_mover
@ordwaylabs
@technicallydc
@joseph_santoro
@brianbpark
@phone2action
@connectpreneur
@robbiethegeek
@ugroupsocial

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

Description:
Description
The graph represents a network of 350 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, 04 March 2020 at 01:43 UTC.

The requested start date was Wednesday, 04 March 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, 7-hour, 57-minute period from Wednesday, 19 February 2020 at 05:23 UTC to Tuesday, 03 March 2020 at 13:20 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 : 350
Unique Edges : 493
Edges With Duplicates : 281
Total Edges : 774
Number of Edge Types : 4
MentionsInRetweet : 413
Tweet : 181
Mentions : 173
Replies to : 7
Self-Loops : 181
Reciprocated Vertex Pair Ratio : 0.0733752620545073
Reciprocated Edge Ratio : 0.13671875
Connected Components : 49
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 193
Maximum Edges in a Connected Component : 510
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.023957
Graph Density : 0.00419156774457634
Modularity : 0.563348
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 350 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, 04 March 2020 at 01:43 UTC.

The requested start date was Wednesday, 04 March 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, 7-hour, 57-minute period from Wednesday, 19 February 2020 at 05:23 UTC to Tuesday, 03 March 2020 at 13:20 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://www.forbes.com/sites/gilpress/2020/02/21/ai-improves-healthcare-91-of-healthcare-executives-say-it-does/#4152e4fd11a9
[11] http://www.martechmagnified.com/
[10] https://careers.dc.gov/
[10] http://www.martechmagnified.com/genius-campaigns-2020
[5] https://twitter.com/Satrdays_DC/status/1233075537008087040
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=fe56a150-2679-11ea-9bde-af09c24c94f3&url=L2ZlYXR1cmVzLzIwMTktYXV0b21hdGVkLWdyb2Nlcnktc3RvcmVzLw==
[4] https://www.startupgrind.com/events/details/startup-grind-washington-dc-presents-terry-hsiao-entrepreneur-super-angel/#/
[4] http://bisonhacks.com/#infosec
[4] https://ideamensch.com/ximena-hartsock/
[4] http://bizj.us/1q26cr

Top URLs in Tweet in G1:
[4] http://bisonhacks.com/#infosec
[2] https://u.group/
[2] http://technical.ly/dc/2020/02/26/3-byte-back-graduates-tech-skills-job-interviews-black-history-month
[2] https://twitter.com/steverodrigz/status/1110957229425991682
[2] https://twitter.com/bgov/status/1231617733529395201
[2] https://careers.dc.gov/
[1] http://bizj.us/1q26cr
[1] https://twitter.com/DcFlutter/status/1229742511872249857
[1] https://twitter.com/BisonHacks/status/1232738106631229440
[1] https://www.powerbidays.com/?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=

Top URLs in Tweet in G2:
[4] https://ideamensch.com/ximena-hartsock/
[3] https://www.americaninno.com/dc/dc-tech-madness/lets-the-games-begin-its-that-time-again-tech-madness-nominations-are-open/
[3] http://bizj.us/1q26cr
[2] https://twitter.com/ordwaylabs/status/1230122370398072832
[2] https://www.freepressdirectory.com/18-experts-on-running-a-successful-non-profit/
[1] http://www.prweb.com/releases/2020/02/prweb16945381.htm
[1] https://link.medium.com/4V4QKlDJc4
[1] https://phone2action.com/resource/the-state-of-advocacy?utm_campaign=stateofadvocacy-report&utm_medium=social&utm_source=twitter&utm_content=whitepaper&utm_term=
[1] https://twitter.com/REQ_co/status/1233076682975780864
[1] https://twitter.com/pbronner/status/1230487882244247552

Top URLs in Tweet in G3:
[2] http://technical.ly/dc/2020/02/21/willowtree-growth-hiring-attracting-technologists-charlottesville-virginia-software-development
[2] http://technical.ly/dc/2020/02/27/robotic-research-will-test-fully-autonomous-shuttles-clarksburg
[2] https://twitter.com/dcstartupweek/status/1230255073193811968
[2] https://technical.ly/
[1] https://www.eventbrite.com/e/the-tech-startups-guide-to-comms-deciphering-the-code-to-success-tickets-96358241093
[1] http://technical.ly/dc/2020/03/02/tech-hiring-fair-network-dc-returns-march-24-events-roundup
[1] http://technical.ly/dc/2020/02/17/arlington-motorefi-8-million-series-a-funding-round-hiring
[1] http://technical.ly/dc/2020/02/18/accenture-five-tech-trends-will-impact-dc-companies-2020-artificial-intelligence
[1] http://technical.ly/dc/2020/02/21/uipath-donates-robotic-process-automation-software-george-mason-business-school
[1] https://technical.ly/dc/2020/02/21/hiring-strong-team-brand-mixer-rowhouse-coworking-jobs

Top URLs in Tweet in G4:
[10] https://www.forbes.com/sites/gilpress/2020/02/21/ai-improves-healthcare-91-of-healthcare-executives-say-it-does/#4152e4fd11a9
[2] https://twitter.com/clowderapps/status/1230178241740247041
[2] https://hackernoon.com/the-trials-tribulations-and-triumphs-of-digital-transformation-pu7u3x6l
[2] https://blog.senseware.co/top-7-iot-trends-to-watch-out-for-in-2020?utm_content=118089883&utm_medium=social&utm_source=twitter&hss_channel=tw-2374049657
[2] https://blog.senseware.co/top-7-iot-trends-to-watch-out-for-in-2020?utm_content=118767122&utm_medium=social&utm_source=twitter&hss_channel=tw-2374049657
[1] https://www.linkedin.com/slink?code=ehnNxdw
[1] https://www.eventbrite.com/e/a-conversation-with-caribbean-women-in-tech-and-entrepreneurship-tickets-95514651895?aff=eand
[1] https://twitter.com/DCFemTech/status/1233406503765368833
[1] https://www.vox.com/recode/2020/2/26/21153343/coronavirus-covid-19-work-from-home-remote-pandemic?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[1] https://arstechnica.com/tech-policy/2020/02/employers-should-expand-not-cut-telework-into-the-future/

Top URLs in Tweet in G5:
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=fe56a150-2679-11ea-9bde-af09c24c94f3&url=L2ZlYXR1cmVzLzIwMTktYXV0b21hdGVkLWdyb2Nlcnktc3RvcmVzLw==
[1] https://www.forbes.com/sites/bernardmarr/2020/01/17/the-future-of-lawyers-legal-tech-ai-big-data-and-online-courts/

Top URLs in Tweet in G6:
[4] https://www.startupgrind.com/events/details/startup-grind-washington-dc-presents-terry-hsiao-entrepreneur-super-angel/#/

Top URLs in Tweet in G7:
[3] https://brendaslunch.com/2017/06/06/washingtondc-squash-tech-realestate-dctech-technology/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://technical.ly/baltimore/2020/02/20/this-week-in-jobs-on-the-books-edition-tech-hiring-dmv-region-maryland
[1] https://www.americaninno.com/dc/motorefi-raises-8-6-million-series-a-round-for-easy-auto-loan-refinancing/
[1] https://www.trainace.com/products/security-plus-training-and-certification?utm_content=115187893&utm_medium=social&utm_source=twitter&hss_channel=tw-18745151
[1] https://www.eglobaltech.com/2020/02/24/how-to-leverage-data-lakes-for-your-organization/
[1] https://careers-eglobaltech.icims.com/jobs/3410/functional-analyst/job
[1] https://www.eventbrite.com/e/the-tech-startups-guide-to-comms-deciphering-the-code-to-success-tickets-96358241093
[1] https://www.trainace.com/products/security-plus-training-and-certification?utm_content=118767330&utm_medium=social&utm_source=twitter&hss_channel=tw-568355696
[1] https://www.forbes.com/sites/gilpress/2020/02/21/ai-improves-healthcare-91-of-healthcare-executives-say-it-does/#4152e4fd11a9
[1] https://twitter.com/mattturck/status/1233024525165416448

Top URLs in Tweet in G8:
[2] https://jobs.smartrecruiters.com/Element84Inc/743999706731216-senior-devops-cloud-engineer-can-be-remote-?trid=0006ae2b-c590-4166-b07c-556698fd0a0e

Top URLs in Tweet in G9:
[11] http://www.martechmagnified.com/
[10] http://www.martechmagnified.com/genius-campaigns-2020
[2] https://marketingland.com/marketers-struggle-to-stay-ahead-of-technology-advancements-276058#.XlcNvIZfSDs.twitter
[1] https://hbr.org/2020/02/is-technology-subsuming-marketing
[1] https://www.meetup.com/DC-Marketing-Tech-Talks/events/268633511/
[1] https://www.amazon.com/Advocate-Marketing-Strategies-Satisfaction-Relationships/dp/0134496051/ref=sr_1_2?keywords=%22advocate+marketing%22&qid=1581276948&s=books&sr=1-2

Top URLs in Tweet in G10:
[8] https://careers.dc.gov/
[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=10025&PostingSeq=1
[1] https://connect.dc.gov/training
[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=9936&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=9890&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=9970&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=9948&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=9950&PostingSeq=1

Top Domains
Top Domains in Tweet in Entire Graph:
[70] dlvr.it
[35] technical.ly
[31] twitter.com
[21] martechmagnified.com
[18] dc.gov
[14] forbes.com
[7] eventbrite.com
[7] senseware.co
[7] deccanchronicle.com
[5] bizj.us

Top Domains in Tweet in G1:
[7] twitter.com
[4] bisonhacks.com
[3] meetup.com
[2] u.group
[2] technical.ly
[2] dc.gov
[1] bizj.us
[1] powerbidays.com

Top Domains in Tweet in G2:
[6] twitter.com
[4] ideamensch.com
[4] bizj.us
[3] americaninno.com
[2] freepressdirectory.com
[1] prweb.com
[1] medium.com
[1] phone2action.com
[1] senseware.co
[1] technical.ly

Top Domains in Tweet in G3:
[31] technical.ly
[2] twitter.com
[1] eventbrite.com
[1] inc.com

Top Domains in Tweet in G4:
[10] forbes.com
[6] senseware.co
[3] twitter.com
[3] hackernoon.com
[1] linkedin.com
[1] eventbrite.com
[1] vox.com
[1] arstechnica.com
[1] popsci.com
[1] informs.org

Top Domains in Tweet in G5:
[4] bloomberg.com
[1] forbes.com

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

Top Domains in Tweet in G7:
[3] brendaslunch.com
[2] trainace.com
[1] technical.ly
[1] americaninno.com
[1] eglobaltech.com
[1] icims.com
[1] eventbrite.com
[1] forbes.com
[1] twitter.com
[1] matthewrayfield.com

Top Domains in Tweet in G8:
[2] smartrecruiters.com

Top Domains in Tweet in G9:
[21] martechmagnified.com
[2] marketingland.com
[1] hbr.org
[1] meetup.com
[1] amazon.com

Top Domains in Tweet in G10:
[16] dc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[385] dctech
[73] webdesign
[46] washingtondc
[39] development
[38] ux
[32] ui
[22] tech
[22] ai
[13] demandgen
[12] marketing



Top Hashtags in Tweet in G1:
[33] dctech
[7] clouddc
[6] dcjs
[5] devcommunity
[4] digitalforensics
[4] android
[3] devfesdc
[3] techconference
[3] pillars
[3] mobile

Top Hashtags in Tweet in G2:
[32] dctech
[5] venturecapital
[3] femalefounder
[3] dcstartups
[3] dcinno
[2] startups
[2] data
[2] riseofrest
[2] redhotentrepreneuers
[1] b2b

Top Hashtags in Tweet in G3:
[43] dctech
[4] inc5000series
[3] startup
[3] network2020
[2] sxsw2020
[1] blackhistorymonth
[1] rt

Top Hashtags in Tweet in G4:
[27] dctech
[16] ai
[13] tech
[10] healthcare
[9] womenintech
[7] trends
[6] iot
[6] data
[6] newyear
[4] coronavirus

Top Hashtags in Tweet in G5:
[5] amazon
[3] robots
[3] supermarket
[3] tech
[3] ai
[3] artificialintelligence
[3] dctech
[2] grocery
[2] industry
[2] retail

Top Hashtags in Tweet in G6:
[17] dctech
[7] connectpreneur
[3] entrepreneurs
[2] grit
[1] entrepreneurship

Top Hashtags in Tweet in G7:
[19] dctech
[4] tech
[4] washingtondc
[3] squash
[3] realestate
[3] technology
[2] startup
[2] md
[2] dc
[2] va

Top Hashtags in Tweet in G8:
[2] remotesensing
[2] lifesciences
[2] aws
[2] dctech
[2] dcjobs
[2] jobs
[2] devops

Top Hashtags in Tweet in G9:
[55] dctech
[13] demandgen
[12] marketing
[11] martech
[6] growthhacking
[4] marketers
[3] marketo
[1] marketingtech
[1] marketiers

Top Hashtags in Tweet in G10:
[7] dctech
[6] octodc
[5] sellingtech2dc
[5] techtuesday
[1] digitalinclusion
[1] digitaliteracy
[1] data

Top Words
Top Words in Tweet in Entire Graph:
[440] Words in Sentiment List#1: Positive
[154] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[10414] Non-categorized Words
[11008] Total Words
[381] #dctech
[73] #webdesign
[50] marketing
[48] 2020
[48] hiring

Top Words in Tweet in G1:
[33] #dctech
[13] technicallydc
[13] gdevdc
[12] tech
[11] march
[8] dc
[8] topic
[8] over
[8] data
[8] meetup

Top Words in Tweet in G2:
[32] #dctech
[16] ordwaylabs
[12] tech
[9] community
[8] entrepreneurs
[8] support
[8] riseofrest
[7] 2020
[7] event
[7] offers

Top Words in Tweet in G3:
[43] #dctech
[20] technicallydc
[10] dcstartupweek
[10] ll
[9] startups
[9] tech
[8] technologists
[7] leaders
[7] help
[7] fill

Top Words in Tweet in G4:
[27] #dctech
[16] #ai
[13] joseph_santoro
[13] #tech
[10] improves
[10] #healthcare
[10] 91
[10] healthcare
[10] executives
[10] gilpress

Top Words in Tweet in G5:
[5] technology
[5] business
[5] #amazon
[4] hwingo
[3] iamchuckrussell
[3] #robots
[3] aisle
[3] two
[3] #supermarket
[3] survival

Top Words in Tweet in G6:
[24] startup
[17] #dctech
[15] dc
[12] 24
[12] grind
[12] terry
[12] hsiao
[12] entrepreneur
[12] sold
[12] 400m

Top Words in Tweet in G7:
[19] #dctech
[6] best
[4] #tech
[4] #washingtondc
[3] security
[3] data
[3] dctech
[3] #squash
[3] #realestate
[3] #technology

Top Words in Tweet in G8:
[23] cloud
[23] data
[21] hiring
[21] sr
[21] devops
[21] engineer
[21] remote
[21] friendly
[21] help
[21] build

Top Words in Tweet in G9:
[51] #dctech
[46] marketing
[22] conference
[21] storytellers
[21] best
[18] dc's
[17] marketers
[17] attention
[17] risk
[17] takers

Top Words in Tweet in G10:
[13] today
[9] octodc
[8] apply
[7] #dctech
[6] #octodc
[5] check
[5] kick
[5] #sellingtech2dc
[5] jack
[5] mcdougle

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[73] #webdesign,#dctech
[26] #dctech,#washingtondc
[25] #dctech,#development
[23] hey,#dctech
[21] sr,devops
[21] devops,cloud
[21] cloud,engineer
[21] engineer,remote
[21] remote,friendly
[21] help,build

Top Word Pairs in Tweet in G1:
[7] #clouddc,gdevdc
[7] gdevdc,meetup
[5] andy,beck
[5] #dctech,#devcommunity
[4] march,#dcjs
[4] #dcjs,scheduled
[4] scheduled,topic
[4] topic,favor
[4] favor,composition
[4] composition,over

Top Word Pairs in Tweet in G2:
[7] support,community
[7] community,riseofrest
[7] riseofrest,offers
[7] offers,businesses
[7] businesses,outside
[7] outside,major
[7] major,tech
[7] tech,hubs
[7] hubs,invaluable
[7] invaluable,dhall3

Top Word Pairs in Tweet in G3:
[7] #dctech,startups
[7] startups,leaders
[7] leaders,technologists
[7] technologists,help
[7] help,dcstartupweek
[7] dcstartupweek,fill
[7] fill,form
[7] form,ll
[7] ll,sxsw
[7] sxsw,2020

Top Word Pairs in Tweet in G4:
[10] #ai,improves
[10] improves,#healthcare
[10] #healthcare,91
[10] 91,healthcare
[10] healthcare,executives
[10] executives,gilpress
[9] joseph_santoro,#ai
[9] gilpress,#artificialin
[7] #tech,#dctech
[6] top,iot

Top Word Pairs in Tweet in G5:
[5] technology,business
[3] business,iamchuckrussell
[3] #robots,aisle
[3] aisle,two
[3] two,#supermarket
[3] #supermarket,survival
[3] survival,means
[3] means,matching
[3] matching,#amazon
[3] #amazon,technology

Top Word Pairs in Tweet in G6:
[12] startup,grind
[12] grind,dc
[12] terry,hsiao
[12] sold,startup
[12] 400m,took
[11] 24,startup
[11] dc,hosting
[11] hosting,terry
[11] hsiao,entrepreneur
[11] entrepreneur,super

Top Word Pairs in Tweet in G7:
[3] #washingtondc,#squash
[3] #squash,#tech
[3] #tech,#realestate
[3] #realestate,#dctech
[3] #dctech,#technology
[2] essential,anyone
[2] anyone,looking
[2] comptia,security
[2] security,training
[2] training,best

Top Word Pairs in Tweet in G8:
[21] sr,devops
[21] devops,cloud
[21] cloud,engineer
[21] engineer,remote
[21] remote,friendly
[21] help,build
[21] build,large
[21] large,scale
[21] scale,data
[19] element84,hiring

Top Word Pairs in Tweet in G9:
[17] attention,#dctech
[17] #dctech,marketing
[17] marketing,risk
[17] risk,takers
[15] storytellers,extraordinaire
[15] extraordinaire,growth
[15] growth,hackers
[11] takers,storytellers
[11] hackers,hunt
[11] hunt,dc's

Top Word Pairs in Tweet in G10:
[8] apply,today
[5] kick,#sellingtech2dc
[5] #sellingtech2dc,today
[5] today,jack
[5] jack,mcdougle
[5] mcdougle,president
[5] president,ceo
[5] ceo,gwboardoftrade
[5] gwboardoftrade,connecteddmv
[5] connecteddmv,help

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@technicallydc
@ordwaylabs
@dcmarketingtech
@element84
@martechmagnifi
@joseph_santoro
@gdevdc
@octodc
@dcstartupweek
@gilpress

Top Mentioned in G1:
@technicallydc
@gdevdc
@jayroo5245
@ugroupsocial
@capitalone
@excellaco
@thesiliconhill
@dcjavascript
@bisonhacks
@howardu

Top Mentioned in G2:
@ordwaylabs
@riseofrest
@dhall3
@dcalive
@revo
@ximenahartsock
@gulatisa
@phone2action
@wbjandy
@ideamensch

Top Mentioned in G3:
@technicallydc
@dcstartupweek
@sxsw
@inc
@ordwaylabs
@dcodethegov
@theesa
@peacetechlab
@mon
@homesnap

Top Mentioned in G4:
@joseph_santoro
@gilpress
@venikunche
@mysenseware
@bwise_bwiseusa
@k8argueta
@camillesajones
@ranimolla
@drschempp
@hiddenbrains

Top Mentioned in G5:
@business
@hwingo
@technology
@iamchuckrussell
@iamchuckr
@bernardmarr
@johnmaynardcpa
@moingshaikh
@stanleychen0402
@alvinfoo

Top Mentioned in G6:
@glehel
@tienwong
@danberger
@startupgrinddc
@brianbpark
@eeclee
@jaberman
@msb_mba
@sparklabscyber
@isocialfanz

Top Mentioned in G8:
@element84

Top Mentioned in G9:
@martechmagnifi
@dcmarketingtech
@monioloyede
@wavelengthma
@marketingland
@phone2action
@chris_iexcel

Top Mentioned in G10:
@octodc
@gwboardoftrade
@connecteddmv
@dchrdc
@dc_cjcc
@does_dc
@dcdpw

Top Tweeters
Top Tweeters in Entire Graph:
@evankirstel
@clairebotai
@kstreet111
@business
@pldt_cares
@biconnections
@femtech_
@myloc_tracker
@jimmy_the_newb
@politico

Top Tweeters in G1:
@kstreet111
@myloc_tracker
@politico
@gvalan
@thesiliconhill
@howardu
@capitalone
@jakerella
@blkhwk0ps
@italyinus

Top Tweeters in G2:
@jag_____
@wbjonline
@stevecase
@prgirlindc
@dc_inno
@markecraft
@diversityup
@pooltable_mover
@prweb
@rkwdc

Top Tweeters in G3:
@inc
@shashib
@stem_nastics
@druidnectan
@ronaldklain
@neversettle93
@sxsw
@bdpatoday
@technicallybmr
@wdcep

Top Tweeters in G4:
@clairebotai
@femtech_
@joseph_santoro
@machine_ml
@hubofml
@iot_technojeder
@msarozz
@digitaltransf11
@cabal0
@ranimolla

Top Tweeters in G5:
@evankirstel
@business
@biconnections
@paula_piccard
@iamchuckrussell
@mikequindazzi
@alvinfoo
@technology
@bernardmarr
@hwingo

Top Tweeters in G6:
@isocialfanz
@danberger
@socialtables
@tienwong
@glehel
@iampyourbrand
@brianbpark
@connectpreneur
@startupgrinddc
@jaberman

Top Tweeters in G7:
@brendaslunch
@hsianghui
@danielcantorna
@_rageflame
@technicallyde
@trainace
@justinlabel
@stephers25
@secplusclasses
@kellyfmill

Top Tweeters in G8:
@vboykis
@argentinadevops
@msurabbott
@probnotabot
@ajggeoger
@esip_erin
@colbyfayock
@relocateback
@garysieling
@jasongilman

Top Tweeters in G9:
@bubbles4tw
@marketingland
@mabyillah
@monioloyede
@growthhack2
@chris_iexcel
@mayrarmcpherson
@janetsifers
@wavelengthma
@dcmarketingtech

Top Tweeters in G10:
@thedcarts
@dcdpw
@does_dc
@octodc
@kingofannapolis
@dchrdc
@connectdotdc
@pttv4tech
@gwboardoftrade
@dc_cjcc


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