dctech, Twitter, 6/30/2020 8:24:32 PM, 230042


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dctech_2020-06-29_22-37-06.xlsx
dctech_2020-06-29_22-37-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 30, 2020
Short Description:
dctech via NodeXL https://bit.ly/2VxJoDf
@thesiliconhill
@in3dc
@technicallydc
@aaronksaunders
@chixcancode
@3advance
@blkcodecollctve
@devopsdaysdc
@spark_radio_net
@thebrandguild

Top hashtags:
#dctech
#webdesign
#washingtondc
#development
#ux
#ui
#juneteenthconf

Description:
Description
The graph represents a network of 231 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, 30 June 2020 at 05:37 UTC.

The requested start date was Tuesday, 30 June 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, 16-hour, 6-minute period from Tuesday, 16 June 2020 at 01:20 UTC to Monday, 29 June 2020 at 17:27 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 : 231
Unique Edges : 210
Edges With Duplicates : 299
Total Edges : 509
Number of Edge Types : 5
Retweet : 96
MentionsInRetweet : 171
Replies to : 32
Mentions : 86
Tweet : 124
Self-Loops : 124
Reciprocated Vertex Pair Ratio : 0.0683760683760684
Reciprocated Edge Ratio : 0.128
Connected Components : 80
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 56
Maximum Edges in a Connected Component : 257
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.540377
Graph Density : 0.00470543948804818
Modularity : 0.459875
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 231 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, 30 June 2020 at 05:37 UTC.

The requested start date was Tuesday, 30 June 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, 16-hour, 6-minute period from Tuesday, 16 June 2020 at 01:20 UTC to Monday, 29 June 2020 at 17:27 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.youtube.com/watch?v=HjWeHomkdu0&feature=youtu.be

[3] https://twitter.com/wbjandy/status/1274007604835037186
[3] http://technical.ly/dc/2020/06/17/digital-equity-funding-may-get-cut-in-dc-heres-what-you-need-to-know
[3] https://technical.ly/dc/2020/06/16/this-week-in-jobs-rising-above-edition-tech-hiring-dmv-region
[2] http://brendaslunch.com/2017/06/06/washingtondc-squash-tech-realestate-dctech-technology/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://twitter.com/OCTODC/status/1111301956516102144
[2] https://twitter.com/MayorBowser/status/1123573988054192128
[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

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://twitter.com/benelSolutions/status/1272922032750170112
[1] https://www.engadget.com/segway-to-end-pt-production-144305244.html
[1] https://www.cnn.com/2020/06/18/tech/google-chrome-extensions-spyware/index.html
[1] https://federalnewsnetwork.com/workforce/2020/06/after-months-of-telework-most-feds-are-uncomfortable-with-returning-to-the-office/
[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

Top URLs in Tweet in G2:
[5] https://us14.campaign-archive.com/?u=01f4eec6bbe1d172871114acf&id=c13c5ed7c9
[3] https://www.youtube.com/watch?v=HjWeHomkdu0&feature=youtu.be

[3] https://technical.ly/dc/2020/06/16/this-week-in-jobs-rising-above-edition-tech-hiring-dmv-region
[3] http://technical.ly/dc/2020/06/17/digital-equity-funding-may-get-cut-in-dc-heres-what-you-need-to-know
[2] https://twitter.com/wbjandy/status/1274007604835037186
[2] https://twitter.com/OCTODC/status/1111301956516102144
[2] https://twitter.com/MayorBowser/status/1123573988054192128
[1] https://www.youtube.com/watch?v=8cgPjeVhlEI&feature=youtu.be

[1] https://www.theguardian.com/science/2020/jun/26/satellite-experts-oneweb-investment-uk-galileo-brexit
[1] https://www.eventbrite.com/e/virtual-rocket-pitch-power-networking-by-connectpreneur-investor-network-tickets-104469342616

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://juneteenthconf.com/
[1] https://twitter.com/juneteenthunl/status/1274078100071079936

Top URLs in Tweet in G5:
[1] http://technical.ly/dc/2020/05/28/reallist-connectors-meet-70-people-keeping-dctech-close-community-builders-leadership/

Top URLs in Tweet in G6:
[2] https://opaq.com/newsroom/why-zero-trust-architecture-is-key-as-clouds-transform-enterprise-networks/?utm_source=twitter
[1] https://twitter.com/OPAQcloud/status/1275144777902759936
[1] https://www.eweek.com/security/why-multi-cloud-environments-have-broken-enterprise-security?utm_source=twitter
[1] https://www.helpnetsecurity.com/2020/03/18/security-edge/?utm_source=twitter
[1] https://twitter.com/gomotorefi/status/1272648237854449667
[1] https://twitter.com/drainey1/status/1270831195933364225

Top URLs in Tweet in G7:
[1] https://www.bizjournals.com/washington/news/2020/06/25/rosslyn-tech-firm-readying-for-the-return.html

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=mL6jEs1nAnw

[1] https://www.youtube.com/watch?v=mL6jEs1nAnw&feature=youtu.be

[1] https://www.youtube.com/channel/UC6LQu2qmtVqYBaXc_3p5UKA

Top URLs in Tweet in G10:
[1] https://twitter.com/monicahkang/status/1272916943859789829

Top Domains
Top Domains in Tweet in Entire Graph:
[21] twitter.com
[15] youtube.com
[14] technical.ly
[6] campaign-archive.com
[3] brendaslunch.com
[3] eventbrite.com
[2] linkedin.com
[2] zentail.com
[2] meetup.com
[2] opaq.com

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

Top Domains in Tweet in G2:
[12] technical.ly
[6] twitter.com
[5] campaign-archive.com
[4] youtube.com
[2] eventbrite.com
[1] theguardian.com
[1] generalassemb.ly

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

Top Domains in Tweet in G4:
[1] juneteenthconf.com
[1] twitter.com

Top Domains in Tweet in G5:
[1] technical.ly

Top Domains in Tweet in G6:
[3] twitter.com
[2] opaq.com
[1] eweek.com
[1] helpnetsecurity.com

Top Domains in Tweet in G7:
[1] bizjournals.com

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

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[173] dctech
[66] webdesign
[43] washingtondc
[35] development
[32] ux
[26] ui
[14] juneteenthconf
[10] tech
[9] sase
[8] technology



Top Hashtags in Tweet in G1:
[12] dctech
[3] dc
[2] assnchat
[2] ecommerce
[2] hiring
[2] salesjob
[2] tech
[1] communications
[1] association
[1] nonprofit

Top Hashtags in Tweet in G2:
[35] dctech
[6] diversity
[4] juneteenthconf
[4] blacklivesmatter
[4] juneteenth2020
[4] datascience
[3] entrepreneurship
[3] juneteenth
[2] inclusion
[2] tech

Top Hashtags in Tweet in G3:
[10] dctech
[4] womenwhocode
[2] womenintech
[1] entrepreneurship
[1] leadership
[1] legacy
[1] technology
[1] tech
[1] careeradvice
[1] reflection

Top Hashtags in Tweet in G4:
[12] dctech
[10] juneteenthconf
[1] amplifyblackvoicesintech

Top Hashtags in Tweet in G5:
[2] equitable
[2] tech
[2] ecosystems
[1] dctech
[1] dc
[1] startups
[1] inclusivedesign

Top Hashtags in Tweet in G6:
[10] dctech
[9] sase
[7] opaqcloud
[4] networksecurity
[4] networkasaservice
[3] zta
[3] techstartup
[3] cybersecurity
[3] secureaccessserviceedge
[3] zerotrust

Top Hashtags in Tweet in G7:
[1] rosslynready
[1] dctech

Top Hashtags in Tweet in G8:
[6] meetup
[3] dctech
[1] sensor

Top Hashtags in Tweet in G10:
[3] faciliator
[3] dctech

Top Words
Top Words in Tweet in Entire Graph:
[173] #dctech
[68] dctech
[66] #webdesign
[43] #washingtondc
[35] #development
[32] #ux
[30] sa
[26] #ui
[23] in3dc
[22] support

Top Words in Tweet in G1:
[28] dctech
[14] sa
[12] #dctech
[6] ka
[6] mag
[6] ang
[5] pldt
[4] oy
[4] internet
[4] know

Top Words in Tweet in G2:
[35] #dctech
[20] in3dc
[14] latest
[11] support
[9] aaronksaunders
[9] event
[9] juneteenth
[8] 3advance
[8] tech
[7] happy

Top Words in Tweet in G3:
[11] meet
[11] learn
[10] #dctech
[8] developer
[7] shannon
[7] lindsay
[7] shan_gsd
[7] business
[7] intelligence
[7] blueraster

Top Words in Tweet in G4:
[12] #dctech
[11] support
[10] happy
[10] come
[10] #juneteenthconf
[10] thank
[10] blkcodecollctve
[10] devopsdaysdc
[9] chixcancode
[9] aaronks

Top Words in Tweet in G5:
[4] founder
[4] gt
[2] we've
[2] selected
[2] participate
[2] dc's
[2] street
[2] entrepreneur's
[2] retreat
[2] accelerator

Top Words in Tweet in G6:
[10] #dctech
[9] #sase
[8] opaqcloud
[7] #opaqcloud
[6] zero
[6] network
[6] more
[5] trust
[5] architecture
[5] thetechtrib

Top Words in Tweet in G7:
[4] tech
[4] firm
[4] phone2action
[4] leaving
[4] stone
[4] unturned
[4] reimagining
[4] pandemic
[4] office
[4] space

Top Words in Tweet in G8:
[6] dcandroid
[6] #meetup
[5] rvieyraaef
[3] talk
[3] gdevdc
[3] #dctech
[3] devcommunityorg
[3] miss
[3] chrystianv1's
[3] presentation

Top Words in Tweet in G9:
[4] pldt_cares
[4] dctech
[2] renzradke
[2] jo7_nevesoj
[2] walang
[2] sa
[2] bangkal
[2] sir

Top Words in Tweet in G10:
[3] communication
[3] key
[3] today
[3] world
[3] looking
[3] learn
[3] being
[3] #faciliator
[3] #dctech
[3] entrepreneur

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[66] #webdesign,#dctech
[25] #dctech,#ux
[18] #dctech,#development
[16] #dctech,#washingtondc
[13] #development,#washingtondc
[13] happy,#dctech
[13] #dctech,come
[13] come,support
[13] support,#juneteenthconf
[13] #juneteenthconf,thank

Top Word Pairs in Tweet in G1:
[5] sa,dctech
[3] dctech,oy
[3] ang,dctech
[2] ning,globe
[2] mag,dctech
[2] kadugay,sa
[2] looking,jumpstart
[2] jumpstart,career
[2] career,enterprise
[2] enterprise,sales

Top Word Pairs in Tweet in G2:
[7] video,juneteenthunl
[7] juneteenthunl,event
[7] event,keynote
[7] keynote,aaron
[7] aaron,saunders
[7] saunders,journey
[7] journey,inclusive
[7] inclusive,innovation
[6] aaronksaunders,video
[6] innovation,inc

Top Word Pairs in Tweet in G3:
[7] meet,shannon
[7] shannon,lindsay
[7] lindsay,shan_gsd
[7] shan_gsd,business
[7] business,intelligence
[7] intelligence,developer
[7] developer,blueraster
[7] blueraster,leader
[7] leader,power_bi_dc
[7] power_bi_dc,learn

Top Word Pairs in Tweet in G4:
[10] happy,#dctech
[10] #dctech,come
[10] come,support
[10] support,#juneteenthconf
[10] #juneteenthconf,thank
[10] thank,blkcodecollctve
[10] blkcodecollctve,devopsdaysdc
[9] chixcancode,happy
[9] devopsdaysdc,aaronks

Top Word Pairs in Tweet in G5:
[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 G6:
[5] zero,trust
[5] trust,architecture
[4] read,zero
[4] architecture,deployed
[4] deployed,network
[4] network,edge
[4] edge,#sase
[4] 2020,best
[4] best,tech
[4] #dctech,#opaqcloud

Top Word Pairs in Tweet in G7:
[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 Word Pairs in Tweet in G8:
[6] dcandroid,#meetup
[3] gdevdc,#dctech
[3] miss,rvieyraaef
[3] rvieyraaef,chrystianv1's
[3] chrystianv1's,presentation
[3] presentation,last
[3] last,dcandroid
[3] #meetup,worry
[3] worry,we've
[2] devcommunityorg,miss

Top Word Pairs in Tweet in G9:
[2] jo7_nevesoj,pldt_cares
[2] pldt_cares,walang
[2] walang,dctech
[2] dctech,sa
[2] sa,bangkal
[2] bangkal,sir

Top Word Pairs in Tweet in G10:
[3] communication,key
[3] key,today
[3] today,world
[3] world,looking
[3] looking,learn
[3] learn,being
[3] being,#faciliator
[3] #faciliator,#dctech
[3] #dctech,entrepreneur
[2] podstartup,communication

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@cartisien
@blkcodecollctve
@devopsdaysdc
@in3dc
@chixcancode
@aaronksaunders
@3advance
@juneteenthunl
@opaqcloud

Top Mentioned in G2:
@in3dc
@aaronksaunders
@3advance
@juneteenthunl
@technicallydc
@chixcancode
@blkcodecollctve
@devopsdaysdc
@youtube

Top Mentioned in G3:
@shan_gsd
@blueraster
@power_bi_dc
@thisdcconsultnt
@kscoult
@steverodrigz
@techstars
@dcstartupweek
@microsoft
@mspowerbi

Top Mentioned in G4:
@blkcodecollctve
@devopsdaysdc
@chixcancode
@aaronksaunders
@in3dc
@juneteenthunl

Top Mentioned in G5:
@4sentrepreneurs
@nextgenresume
@abilitychalleng
@c2c_dc
@getguidefi
@petconnectrescu
@gotraipse

Top Mentioned in G6:
@opaqcloud
@thetechtrib
@gomotorefi
@drainey1

Top Mentioned in G7:
@phone2action
@rosslynva
@wbjdan
@wbjonline

Top Mentioned in G8:
@dcandroid
@rvieyraaef
@chrystianv1
@gdevdc
@devcommunityorg
@jonipepin

Top Mentioned in G9:
@pldt_cares
@renzradke
@jo7_nevesoj

Top Mentioned in G10:
@podstartup
@moni
@monicahkang

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@femtech_
@pldt_cares
@myloc_tracker
@cybersecurityn8
@techcrunch
@womencodersbot
@_itsyanig
@joseph_santoro

Top Tweeters in G1:
@joseph_santoro
@owvimargow
@danberger
@abdsyedlol
@adfswtjessa
@rflcznrdrgz
@hansbarquilla
@tinenaj
@chatterbachs
@takajunofficial

Top Tweeters in G2:
@sectest9
@myloc_tracker
@cybersecurityn8
@thesiliconhill
@stem_nastics
@shawmainstreets
@youtube
@ga
@mhartington
@dclottery

Top Tweeters in G3:
@femtech_
@womencodersbot
@techstars
@publichealthbot
@microsoft
@_codenewbiebot
@mspowerbi
@kscoult
@blueraster
@tonmcg

Top Tweeters in G4:
@domyboo
@nitamarie_js
@_caseywatson
@chixcancode
@troycroz
@blackincyberco1
@tess_distefano
@comp_sci_barbie
@blkcodecollctve
@devopsdaysdc

Top Tweeters in G5:
@codervj
@ecology_tweets
@petconnectrescu
@4sentrepreneurs
@c2c_dc
@gotraipse
@abilitychalleng
@nextgenresume
@getguidefi

Top Tweeters in G6:
@cybersec_feeds
@janeparrish
@tcrossmd
@thetechtrib
@kevsben
@opaqcloud
@drainey1
@gomotorefi

Top Tweeters in G7:
@ilovearlingtonv
@wbjonline
@rosslynva
@phone2action
@exit101biz
@wbjdan
@dcalive

Top Tweeters in G8:
@gdevdc
@rvieyraaef
@physicstoolbox
@jonipepin
@dcandroid
@chrystianv1
@devcommunityorg

Top Tweeters in G9:
@pldt_cares
@_novswift
@dc__movers
@renzradke
@andriefrances
@jo7_nevesoj

Top Tweeters in G10:
@monicahkang
@priyankakomala
@podstartup
@moni