dctech, Twitter, 7/7/2020 11:07:00 AM, 230306


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dctech_2020-07-06_22-37-06.xlsx
dctech_2020-07-06_22-37-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 07, 2020
Short Description:
dctech via NodeXL https://bit.ly/3f87fRU
@technicallydc
@thesiliconhill
@excellaco
@thisdcconsultnt
@tscottcase
@femtech_
@dc_inno
@kscoult
@vinettaproject
@in3dc

Top hashtags:
#dctech
#webdesign
#washingtondc
#development
#ux
#ui
#startups
#gdg
#founders
#diversity

Description:
Description
The graph represents a network of 283 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 July 2020 at 05:37 UTC.

The requested start date was Tuesday, 07 July 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 13-day, 22-hour, 15-minute period from Tuesday, 23 June 2020 at 00:32 UTC to Monday, 06 July 2020 at 22:47 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 : 283
Unique Edges : 266
Edges With Duplicates : 305
Total Edges : 571
Number of Edge Types : 5
Replies to : 41
Tweet : 127
Retweet : 110
MentionsInRetweet : 205
Mentions : 88
Self-Loops : 127
Reciprocated Vertex Pair Ratio : 0.0607142857142857
Reciprocated Edge Ratio : 0.114478114478114
Connected Components : 93
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 63
Maximum Edges in a Connected Component : 174
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.033327
Graph Density : 0.00372152469739117
Modularity : 0.510129
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 283 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 July 2020 at 05:37 UTC.

The requested start date was Tuesday, 07 July 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 13-day, 22-hour, 15-minute period from Tuesday, 23 June 2020 at 00:32 UTC to Monday, 06 July 2020 at 22:47 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:
[6] https://us14.campaign-archive.com/?u=01f4eec6bbe1d172871114acf&id=c13c5ed7c9
[4] https://twitter.com/sabahatiqbal/status/1276352111865933824
[3] https://www.americaninno.com/dc/50-on-fire/meet-dc-innos-2020-Inno-on-fire
[2] http://technical.ly/dc/2020/07/01/events-roundup-10-virtual-tech-events-you-should-attend-this-summer-professional-development-entrepreneurship
[2] http://brendaslunch.com/2017/06/06/washingtondc-squash-tech-realestate-dctech-technology/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.deccanchronicle.com/technology/mobiles-and-tabs/250819/nokia-72-pictures-leaked-reveal-camera-and-screen-details.html
[2] https://home.upside.com/foundersfocus/
[2] http://technical.ly/dc/2020/07/01/small-businesses-paycheck-protection-program-ppp-funding-dispersed-outcomes
[2] https://twitter.com/khoney/status/1156923081711063040
[2] https://twitter.com/OCTODC/status/1111301956516102144

Top URLs in Tweet in G1:
[2] https://www.linkedin.com/jobs/view/business-development-representative-at-zentail-1545076783/?utm_campaign=google_jobs_apply&utm_source=google_jobs_apply&utm_medium=organic
[2] https://www.zentail.com/about-us
[1] https://www.engadget.com/segway-to-end-pt-production-144305244.html
[1] https://news.crunchbase.com/news/just-released-startup-genome-report-ranks-top-30-global-startup-ecosystems/
[1] https://thehill.com/homenews/house/504746-house-approves-statehood-for-dc-in-232-180-vote?userid=12843
[1] https://www.eventbrite.com/e/startup-dc-online-how-founders-can-go-back-on-offense-tickets-110724724632
[1] https://www.theguardian.com/science/2020/jun/26/satellite-experts-oneweb-investment-uk-galileo-brexit
[1] https://twitter.com/AJOHNMD/status/1277900502391336960
[1] https://twitter.com/mike_samper/status/1279797023340781569

Top URLs in Tweet in G2:
[3] https://www.americaninno.com/dc/50-on-fire/meet-dc-innos-2020-Inno-on-fire
[2] http://technical.ly/dc/2020/07/01/small-businesses-paycheck-protection-program-ppp-funding-dispersed-outcomes
[2] http://technical.ly/dc/2020/07/01/events-roundup-10-virtual-tech-events-you-should-attend-this-summer-professional-development-entrepreneurship
[2] https://twitter.com/OCTODC/status/1111301956516102144
[2] https://twitter.com/khoney/status/1156923081711063040
[1] http://technical.ly/dc/2020/07/06/society-science-public-awarded-75k-stem-grants-18-organizations
[1] http://technical.ly/dc/2020/07/02/power-moves-kelly-miller-fti-consulting-excella-northern-virginia-technology-council
[1] https://pieinsurance.com/blog/pie-news/2020-dc-inno-on-fire/?utm_source=social&utm_medium=organic&utm_campaign=Twitter&utm_term=educational&utm_content=Pie%20named%20as%20a%202020%20%E2%80%9CInno%20on%20Fire%E2%80%9D%20company%20in%20D.C
[1] https://dcode.referralrock.com/l/1CLAREBENNE69/
[1] https://technical.ly/dc/2020/06/18/eva-reid-community-inclusion-intersectionality-organizational-change-tech/?utm_content=buffer5f4c4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[4] https://twitter.com/sabahatiqbal/status/1276352111865933824
[1] https://twitter.com/sundikhin/status/1276163425685700608

Top URLs in Tweet in G4:
[1] https://www.meetup.com/gdg-dc/events/271760000/
[1] https://www.meetup.com/boston-android/events/271483073/
[1] https://www.reddit.com/r/androiddev/comments/hk3hrq/were_on_the_android_engineering_team_ask_us/

Top URLs in Tweet in G5:
[6] https://us14.campaign-archive.com/?u=01f4eec6bbe1d172871114acf&id=c13c5ed7c9
[2] http://brendaslunch.com/2017/06/06/washingtondc-squash-tech-realestate-dctech-technology/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://mailchi.mp/in3dc.com/get-to-know-our-inclusive-innovation-labs-cohort-2020
[1] https://brendaslunch.com/2017/06/06/washingtondc-squash-tech-realestate-dctech-technology/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://www.youtube.com/watch?v=8cgPjeVhlEI&feature=youtu.be


Top URLs in Tweet in G7:
[2] https://home.upside.com/foundersfocus/
[1] https://www.thefoundersmind.com/episodes-2/2020/6/11/advocacy-in-the-beauty-industry-with-dawn-myers

Top URLs in Tweet in G9:
[1] https://www.bizjournals.com/washington/news/2020/06/25/rosslyn-tech-firm-readying-for-the-return.html

Top Domains
Top Domains in Tweet in Entire Graph:
[17] twitter.com
[7] technical.ly
[6] campaign-archive.com
[3] americaninno.com
[3] brendaslunch.com
[3] meetup.com
[3] dctechpeople.com
[3] youtube.com
[3] eventbrite.com
[2] deccanchronicle.com

Top Domains in Tweet in G1:
[2] twitter.com
[2] linkedin.com
[2] zentail.com
[1] engadget.com
[1] crunchbase.com
[1] thehill.com
[1] eventbrite.com
[1] theguardian.com

Top Domains in Tweet in G2:
[7] technical.ly
[5] twitter.com
[3] americaninno.com
[1] pieinsurance.com
[1] referralrock.com
[1] vinettaproject.com

Top Domains in Tweet in G3:
[5] twitter.com

Top Domains in Tweet in G4:
[2] meetup.com
[1] reddit.com

Top Domains in Tweet in G5:
[6] campaign-archive.com
[3] brendaslunch.com
[1] mailchi.mp
[1] youtube.com

Top Domains in Tweet in G7:
[2] upside.com
[1] thefoundersmind.com

Top Domains in Tweet in G9:
[1] bizjournals.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[163] dctech
[74] webdesign
[52] washingtondc
[39] development
[36] ux
[26] ui
[12] startups
[11] gdg
[9] founders
[7] diversity



Top Hashtags in Tweet in G1:
[10] dctech
[2] dc
[2] ecommerce
[2] hiring
[2] salesjob
[1] tech
[1] technology
[1] transportation
[1] dcstatehood
[1] boisetech

Top Hashtags in Tweet in G2:
[23] dctech
[2] innoonfiredc
[2] dcstartup
[2] dccareers
[2] hiring
[1] techjobs
[1] insurtech
[1] founders
[1] entrepreneurs
[1] innovation

Top Hashtags in Tweet in G3:
[14] dctech
[5] powerupdc
[5] startups
[4] womenwhocode
[2] womenintech
[1] consulting
[1] thoughtleadership
[1] dataviz
[1] entrepreneurship
[1] leadership

Top Hashtags in Tweet in G4:
[11] gdg
[4] android11
[4] dctech
[1] 3part

Top Hashtags in Tweet in G5:
[81] dctech
[74] webdesign
[52] washingtondc
[39] development
[36] ux
[26] ui
[7] diversity
[5] technology
[4] tech
[3] squash

Top Hashtags in Tweet in G7:
[7] founders
[4] entrepreneurs
[4] dctech
[4] madeindc
[1] covid19
[1] startups

Top Hashtags in Tweet in G8:
[1] dctech
[1] dc
[1] startups
[1] inclusivedesign

Top Hashtags in Tweet in G9:
[1] rosslynready
[1] dctech

Top Hashtags in Tweet in G10:
[1] dctech

Top Words
Top Words in Tweet in Entire Graph:
[163] #dctech
[90] dctech
[74] #webdesign
[52] #washingtondc
[39] sa
[39] #development
[36] #ux
[26] #ui
[24] cartisien
[20] ang

Top Words in Tweet in G1:
[39] dctech
[21] sa
[10] ang
[10] #dctech
[8] pldt
[6] net
[6] uy
[5] ko
[5] oy
[5] ka

Top Words in Tweet in G2:
[23] #dctech
[11] events
[10] technicallydc
[9] check
[8] vinettaproject
[7] seedspot
[7] womentechsummit
[7] halcyonincubate
[7] tech_in_motion
[7] fairfaxeda

Top Words in Tweet in G3:
[14] #dctech
[11] meet
[10] learn
[7] thisdcconsultnt
[7] path
[7] consulting
[6] jennifer
[6] forrest
[6] managing
[6] consultant

Top Words in Tweet in G4:
[16] gdevdc
[15] dcandroid
[11] many
[11] #gdg's
[11] involved
[11] 15
[11] dckotlin
[11] joined
[11] cross
[11] posted

Top Words in Tweet in G5:
[81] #dctech
[74] #webdesign
[52] #washingtondc
[39] #development
[36] #ux
[26] #ui
[24] cartisien
[17] in3dc
[17] design
[12] latest

Top Words in Tweet in G6:
[13] started
[12] journey
[12] far
[12] dctech
[12] africa
[12] waterproofing
[12] services
[12] 2012
[12] under
[12] name

Top Words in Tweet in G7:
[8] hustle
[7] #founders
[5] businesses
[4] tscottcase
[4] hustling
[4] networks
[4] #entrepreneurs
[4] #dctech
[4] #madeindc
[3] recovery

Top Words in Tweet in G8:
[4] founder
[2] we've
[2] selected
[2] participate
[2] dc's
[2] street
[2] entrepreneur's
[2] retreat
[2] accelerator
[2] dc

Top Words in Tweet in G9:
[4] tech
[4] firm
[4] phone2action
[4] leaving
[4] stone
[4] unturned
[4] reimagining
[4] pandemic
[4] office
[4] space

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[74] #webdesign,#dctech
[24] #dctech,#ux
[22] #dctech,#washingtondc
[20] #dctech,#development
[13] #ux,#washingtondc
[12] journey,far
[12] far,dctech
[12] dctech,africa
[12] africa,started
[12] started,waterproofing

Top Word Pairs in Tweet in G1:
[7] sa,dctech
[6] ang,dctech
[4] dctech,uy
[3] dctech,oy
[2] sa,installation
[2] ang,net
[2] sa,net
[2] ning,dctech
[2] unta,ning
[2] net,oi

Top Word Pairs in Tweet in G2:
[7] check,events
[7] events,vinettaproject
[7] vinettaproject,seedspot
[7] seedspot,womentechsummit
[7] womentechsummit,halcyonincubate
[7] halcyonincubate,tech_in_motion
[7] tech_in_motion,fairfaxeda
[6] technicallydc,check
[6] fairfaxeda,tra
[4] gatherings,still

Top Word Pairs in Tweet in G3:
[7] thisdcconsultnt,meet
[7] learn,path
[6] meet,jennifer
[6] jennifer,forrest
[6] forrest,managing
[6] managing,consultant
[6] consultant,excellaco
[6] excellaco,learn
[6] path,career
[6] career,consulting

Top Word Pairs in Tweet in G4:
[11] many,#gdg's
[11] #gdg's,involved
[11] involved,15
[11] 15,gdevdc
[11] gdevdc,dcandroid
[11] dcandroid,dckotlin
[11] dckotlin,joined
[11] joined,cross
[11] cross,posted
[10] jayroo5245,many

Top Word Pairs in Tweet in G5:
[74] #webdesign,#dctech
[24] #dctech,#ux
[22] #dctech,#washingtondc
[20] #dctech,#development
[13] #ux,#washingtondc
[12] #development,#washingtondc
[10] #washingtondc,#development
[8] #dctech,#ui
[7] #ux,#ui
[6] in3dc,latest

Top Word Pairs in Tweet in G6:
[12] journey,far
[12] far,dctech
[12] dctech,africa
[12] africa,started
[12] started,waterproofing
[12] waterproofing,services
[12] services,2012
[12] 2012,under
[12] under,name
[12] name,curtis

Top Word Pairs in Tweet in G7:
[4] hustle,hustling
[4] hustling,businesses
[4] businesses,hustle
[4] hustle,networks
[4] networks,#founders
[4] #founders,#entrepreneurs
[3] tscottcase,hustle
[2] #founders,thrive
[2] thrive,survive
[2] survive,recovery

Top Word Pairs in Tweet in G8:
[2] we've,selected
[2] selected,participate
[2] participate,dc's
[2] dc's,street
[2] street,entrepreneur's
[2] entrepreneur's,founder
[2] founder,retreat
[2] retreat,accelerator
[2] accelerator,dc
[2] dc,founder

Top Word Pairs in Tweet in G9:
[4] tech,firm
[4] firm,phone2action
[4] phone2action,leaving
[4] leaving,stone
[4] stone,unturned
[4] unturned,reimagining
[4] reimagining,pandemic
[4] pandemic,office
[4] office,space
[4] space,one

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@cartisien
@gdevdc
@dcandroid
@dckotlin
@3sisters_addmix
@jayroo5245
@technicallydc
@vinettaproject
@in3dc
@excellaco

Top Mentioned in G2:
@technicallydc
@vinettaproject
@seedspot
@womentechsummit
@halcyonincubate
@tech_in_motion
@fairfaxeda
@dc_inno
@tra
@wirewheel_io

Top Mentioned in G3:
@thisdcconsultnt
@excellaco
@nwbc
@lizsarapr
@kscoult
@shan_gsd
@blueraster
@power_bi_dc
@steverodrigz
@techstars

Top Mentioned in G4:
@gdevdc
@dcandroid
@dckotlin
@jayroo5245
@devcommunityorg
@androiddev
@kotlin
@handstandsam
@iateyourmic

Top Mentioned in G5:
@cartisien
@in3dc
@juneteenthunl
@aaronksaunders
@brendaslunch
@theohubs
@ionicframework

Top Mentioned in G6:
@3sisters_addmix
@woye1

Top Mentioned in G7:
@tscottcase
@dharrisindc
@dawndoesthemost
@kimcayce
@lunastartuplabs

Top Mentioned in G8:
@nextgenresume
@4sentrepreneurs
@abilitychalleng
@c2c_dc
@getguidefi
@petconnectrescu
@gotraipse

Top Mentioned in G9:
@phone2action
@rosslynva
@wbjdan
@wbjonline

Top Mentioned in G10:
@mackkolarich
@dnbrv
@darienxcp

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@pldt_cares
@myloc_tracker
@washdcnews
@deccanchronicle
@techcrunch
@woye1
@womencodersbot
@mosopemi
@fullnam35087976

Top Tweeters in G1:
@joseph_santoro
@daynesarsy
@danberger
@abdsyedlol
@adfswtjessa
@jappyconcepcion
@hansbarquilla
@kinggacula
@olaybarrr
@raaaapguiloreza

Top Tweeters in G2:
@myloc_tracker
@thesiliconhill
@comcast
@stevecase
@dc_inno
@navyfederal
@society4science
@novatechcouncil
@technicallydc
@riseofrest

Top Tweeters in G3:
@femtech_
@womencodersbot
@techstars
@_codenewbiebot
@mspowerbi
@kscoult
@sjkilleen
@blueraster
@womenbus
@excellaco

Top Tweeters in G4:
@fullnam35087976
@iateyourmic
@handstandsam
@williamgouvea
@schida
@androiddev
@jayroo5245
@jrayhenny
@gdevdc
@kubra__zengin

Top Tweeters in G5:
@stem_nastics
@brendaslunch
@shawmainstreets
@spark_radio_net
@interactionsinc
@mhartington
@aaronksaunders
@cartisien
@iotablue
@theohubs

Top Tweeters in G6:
@woye1
@mosopemi
@danielopeoluwa3
@bolanlecole
@tokspeters
@raji_sodiq
@3sisters_addmix
@linkgav
@oviesheikh
@mido4u2c

Top Tweeters in G7:
@dharrisindc
@kimcayce
@tscottcase
@upsidetravel
@adammutschler
@dawndoesthemost
@thefoundersmind
@lunastartuplabs

Top Tweeters in G8:
@codervj
@petconnectrescu
@4sentrepreneurs
@c2c_dc
@gotraipse
@abilitychalleng
@nextgenresume
@getguidefi

Top Tweeters in G9:
@ilovearlingtonv
@wbjonline
@rosslynva
@phone2action
@exit101biz
@wbjdan
@dcalive

Top Tweeters in G10:
@brianchoffman
@dnbrv
@mikewchan
@mackkolarich
@darienxcp