dctech, Twitter, 6/23/2020 8:32:23 AM, 229761


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dctech_2020-06-22_22-37-06.xlsx
dctech_2020-06-22_22-37-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2020
Short Description:
dctech via NodeXL https://bit.ly/318Rm9y
@thesiliconhill
@technicallydc
@aaronksaunders
@jimlanenova
@in3dc
@chixcancode
@mediciwrites
@3advance
@planted
@kplawver

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

Description:
Description
The graph represents a network of 254 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, 23 June 2020 at 05:37 UTC.

The requested start date was Tuesday, 23 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, 10-hour, 40-minute period from Tuesday, 09 June 2020 at 09:52 UTC to Monday, 22 June 2020 at 20:33 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 : 254
Unique Edges : 274
Edges With Duplicates : 752
Total Edges : 1026
Number of Edge Types : 5
Tweet : 500
MentionsInRetweet : 253
Mentions : 117
Retweet : 127
Replies to : 29
Self-Loops : 500
Reciprocated Vertex Pair Ratio : 0.0654205607476635
Reciprocated Edge Ratio : 0.12280701754386
Connected Components : 67
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 99
Maximum Edges in a Connected Component : 455
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.890081
Graph Density : 0.00532196321309639
Modularity : 0.304319
NodeXL Version : 1.0.1.434
Data Import : The graph represents a network of 254 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, 23 June 2020 at 05:37 UTC.

The requested start date was Tuesday, 23 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, 10-hour, 40-minute period from Tuesday, 09 June 2020 at 09:52 UTC to Monday, 22 June 2020 at 20:33 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:
[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
[3] https://www.youtube.com/watch?v=HjWeHomkdu0&feature=youtu.be

[2] https://twitter.com/MayorBowser/status/1123573988054192128
[2] https://twitter.com/USIBC/status/1121865874858815488
[2] https://twitter.com/AllieB/status/1149300020811710469
[2] https://css-tricks.com/striking-a-balance-between-native-and-custom-select-elements/
[2] https://www.smashingmagazine.com/2020/06/website-stressing-out-visitors/
[2] https://alistapart.com/article/a-designers-life-with-color-vision-deficiency/

Top URLs in Tweet in G1:
[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://technical.ly/dc/2020/06/12/pwc-pricewaterhousecoopers-contact-tracing-app-employees-safely-return-work-pandemic
[2] http://technical.ly/dc/2020/06/11/money-moves-vc-funding-inky-technology-snagajob-mpower-financing-pathotrak-ligado-networks
[2] http://technical.ly/dc/2020/06/12/ma-moves-mergers-acquisitions-babel-street-thycotic-cloudbolt-software
[2] https://twitter.com/MayorBowser/status/1123573988054192128
[2] https://twitter.com/AllieB/status/1149300020811710469
[2] https://twitter.com/USIBC/status/1121865874858815488
[2] https://technical.ly/baltimore/2020/06/10/this-week-in-jobs-ditch-the-khakis-edition-tech-hiring-maryland?utm_content=buffer2da88&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://technical.ly/dc/2020/06/17/lovecast-date-with-pride-edition-virtual-dating-show-carpedm

Top URLs in Tweet in G2:
[1] https://examclubs.com/cct-010-151-dctech-dumps
[1] https://evedumps.com/cct-010-151-dctech-dumps
[1] https://www.dctechpeople.com/jobs/intellectmap?utm_source=twitter&utm_medium=tweet&utm_campaign=dctp&utm_term=06112020
[1] https://twitter.com/benelSolutions/status/1272922032750170112
[1] 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
[1] https://www.zentail.com/about-us

Top URLs in Tweet in G3:
[2] https://www.youtube.com/watch?v=HjWeHomkdu0&feature=youtu.be

[1] https://www.youtube.com/watch?v=8cgPjeVhlEI&feature=youtu.be

[1] https://twitter.com/wbjandy/status/1274007604835037186
[1] https://juneteenthconf.com/
[1] https://twitter.com/juneteenthunl/status/1274078100071079936
[1] https://twitter.com/venikunche/status/1272270839120121861

Top URLs in Tweet in G4:
[2] https://www.meetup.com/gdg-dc/events/270504593/
[2] https://www.meetup.com/DC-iOS/events/271226188/
[2] https://www.youtube.com/channel/UC6LQu2qmtVqYBaXc_3p5UKA
[2] https://www.meetup.com/DCAndroid/events/268785365/
[1] https://www.meetup.com/gdg-dc/events/268785438/
[1] https://www.meetup.com/DC-iOS/events/271125315/
[1] https://www.youtube.com/watch?v=mL6jEs1nAnw

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

[1] https://twitter.com/dc_ios/status/1272518078782464002
[1] https://twitter.com/androidsummit/status/1272605396788748288

Top URLs in Tweet in G5:
[1] https://www.eventbrite.com/e/finding-a-remote-job-tickets-108750796560
[1] http://www.meetup.com/nova-ux

Top URLs in Tweet in G6:
[1] https://twitter.com/OPAQcloud/status/1275144777902759936
[1] https://go.opaq.com/ZTNASASEWP-RegistrationPage.html
[1] https://opaq.com/newsroom/why-zero-trust-architecture-is-key-as-clouds-transform-enterprise-networks/?utm_source=twitter
[1] https://www.eweek.com/security/why-multi-cloud-environments-have-broken-enterprise-security?utm_source=twitter
[1] https://www.youtube.com/watch?v=bncDRo8_hIs&feature=youtu.be&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://twitter.com/wbjandy/status/1274007604835037186
[1] https://www.bizjournals.com/washington/news/2020/06/12/communities-of-color-are-feeling-covid-s-economic.html

Top URLs in Tweet in G9:
[2] https://tympanus.net/codrops/2020/06/10/how-to-create-a-motion-hover-effect-for-a-background-image-grid/
[2] https://pitch.com/blog/why-you-should-develop-features-people-dont-ask-for
[2] https://alistapart.com/article/a-designers-life-with-color-vision-deficiency/
[2] https://www.smashingmagazine.com/2020/06/website-stressing-out-visitors/
[2] https://css-tricks.com/striking-a-balance-between-native-and-custom-select-elements/
[2] https://www.youtube.com/watch?v=Hlej0vtW2N8&feature=youtu.be

[1] https://giveadose.co/
[1] https://polypane.app/blog/the-complete-guide-to-css-media-queries/
[1] https://jec.fyi/blog/supporting-dark-mode
[1] https://observablehq.com/@mattdesl/perceptually-smooth-multi-color-linear-gradients

Top Domains
Top Domains in Tweet in Entire Graph:
[31] technical.ly
[25] twitter.com
[24] youtube.com
[9] meetup.com
[2] opaq.com
[2] css-tricks.com
[2] smashingmagazine.com
[2] alistapart.com
[2] pitch.com
[2] tympanus.net

Top Domains in Tweet in G1:
[28] technical.ly
[8] twitter.com
[1] youtube.com
[1] generalassemb.ly
[1] eventbrite.com
[1] greenhouse.io

Top Domains in Tweet in G2:
[1] examclubs.com
[1] evedumps.com
[1] dctechpeople.com
[1] twitter.com
[1] linkedin.com
[1] zentail.com

Top Domains in Tweet in G3:
[3] youtube.com
[3] twitter.com
[1] juneteenthconf.com

Top Domains in Tweet in G4:
[8] meetup.com
[4] youtube.com
[2] twitter.com

Top Domains in Tweet in G5:
[1] eventbrite.com
[1] meetup.com

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

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

Top Domains in Tweet in G9:
[15] youtube.com
[2] tympanus.net
[2] pitch.com
[2] alistapart.com
[2] smashingmagazine.com
[2] css-tricks.com
[1] giveadose.co
[1] polypane.app
[1] jec.fyi
[1] observablehq.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[563] dctech
[421] webdesign
[223] ui
[212] washingtondc
[209] ux
[201] development
[13] juneteenthconf
[8] sase
[8] remotework
[7] tech



Top Hashtags in Tweet in G1:
[45] dctech
[4] faciliator
[1] remotework
[1] juneteenthconf
[1] juneteenth2020
[1] blacklivesmatter
[1] juneteenth
[1] dcjobs
[1] productmanagement
[1] productjobs

Top Hashtags in Tweet in G2:
[5] dctech
[3] assnchat
[2] association
[2] nonprofit
[2] ams
[1] communications
[1] ecommerce
[1] hiring
[1] salesjob

Top Hashtags in Tweet in G3:
[18] dctech
[12] juneteenthconf
[3] entrepreneurship
[3] blacklivesmatter
[2] juneteenth
[2] juneteenth2020
[1] diversitymatters
[1] technology
[1] smallbusinesses
[1] diversity

Top Hashtags in Tweet in G4:
[19] dctech
[6] meetup
[4] clouddc
[4] reactive
[3] wwdc20
[2] gdgdc
[2] ios
[1] sensor
[1] spring
[1] unittests

Top Hashtags in Tweet in G5:
[8] dctech
[6] remotework
[2] ux

Top Hashtags in Tweet in G6:
[10] dctech
[8] sase
[6] networksecurity
[6] opaqcloud
[4] networkasaservice
[4] secureaccessserviceedge
[3] techstartup
[3] cybersecurity
[2] tbt
[2] zta

Top Hashtags in Tweet in G7:
[5] dctech
[1] juneteenth2020

Top Hashtags in Tweet in G8:
[3] dctech
[2] womenintech
[1] branding
[1] strategy
[1] technology
[1] tech
[1] careeradvice
[1] reflection
[1] dataviz

Top Hashtags in Tweet in G9:
[421] webdesign
[421] dctech
[223] ui
[211] washingtondc
[204] ux
[201] development

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[45] #dctech
[17] technicallydc
[14] looking
[9] another
[9] axios
[9] hey
[8] being
[7] folks
[7] need
[7] tech

Top Words in Tweet in G2:
[27] dctech
[7] sa
[6] mag
[5] #dctech
[4] ba
[4] ka
[3] ng
[3] offer
[3] oy
[3] pldt

Top Words in Tweet in G3:
[18] #dctech
[14] support
[12] happy
[12] come
[12] #juneteenthconf
[12] thank
[12] blkcodecollctve
[12] devopsdaysdc
[11] chixcancode
[11] aaronks

Top Words in Tweet in G4:
[19] #dctech
[14] dcandroid
[10] virtual
[9] talk
[9] gdevdc
[9] jayroo5245
[7] meetup
[7] developer
[7] environmental
[6] watch

Top Words in Tweet in G5:
[8] #dctech
[6] join
[6] next
[6] week
[6] conversation
[6] finding
[6] remote
[6] job
[6] kplawver
[6] cto

Top Words in Tweet in G6:
[10] #dctech
[8] opaqcloud
[8] #sase
[6] zero
[6] more
[6] #networksecurity
[6] #opaqcloud
[5] learn
[5] network
[5] thetechtrib

Top Words in Tweet in G7:
[8] juneteenth
[8] today
[8] in3dc
[6] support
[5] actions
[5] words
[5] making
[5] #dctech
[5] agreement
[4] 3advance

Top Words in Tweet in G8:
[8] meet
[8] learn
[6] shannon
[6] lindsay
[6] shan_gsd
[6] business
[6] intelligence
[6] developer
[6] blueraster
[6] leader

Top Words in Tweet in G9:
[421] #webdesign
[421] #dctech
[223] #ui
[211] #washingtondc
[204] #ux
[201] #development
[54] design
[23] css
[21] free
[18] cartisien

Top Words in Tweet in G10:
[3] long
[3] lasted
[3] years
[2] onkyo_usa
[2] tedcruz
[2] important
[2] slavery
[2] 246
[2] america
[2] never

Top Word Pairs
Top Word Pairs in Tweet in G2:
[6] aning,dctech
[6] offer,latest
[6] latest,2020
[6] 2020,valid
[6] valid,stable
[6] 010,151
[6] dumps,help
[6] help,100
[6] 100,guarantee
[6] guarantee,clear

Top Word Pairs in Tweet in G3:
[2] happy,#dctech
[2] #dctech,come
[2] come,support
[2] support,#juneteenthconf
[2] #juneteenthconf,thank
[2] thank,blkcodecollctve
[2] blkcodecollctve,devopsdaysdc
[2] chixcancode,happy
[2] devopsdaysdc,aaronks
[2] video,juneteenthunl

Top Word Pairs in Tweet in G4:
[12] developer,environmental
[12] dcandroid,#meetup
[12] virtual,dcandroid
[12] dcandroid,event
[12] event,tomorrow
[12] tomorrow,increasing
[12] increasing,developer
[11] environmental,awareness
[11] awareness,rebecca
[5] rebecca,chrystian

Top Word Pairs in Tweet in G5:
[7] join,next
[6] next,week
[6] week,conversation
[6] conversation,finding
[6] finding,remote
[6] remote,job
[6] job,kplawver
[6] kplawver,cto
[6] cto,planted
[6] planted,#dctech

Top Word Pairs in Tweet in G6:
[6] zero,trust
[6] trust,architecture
[6] 2020,best
[6] best,tech
[6] #dctech,#opaqcloud
[6] find,traditional
[6] traditional,enterprise
[6] enterprise,security
[6] security,model
[6] model,outdated

Top Word Pairs in Tweet in G7:
[4] happy,juneteenth
[4] juneteenth,we've
[4] we've,waiting
[4] waiting,until
[4] until,actions
[3] actions,support
[3] support,words
[3] words,before
[3] before,making
[3] making,statement

Top Word Pairs in Tweet in G8:
[4] meet,shannon
[4] shannon,lindsay
[4] lindsay,shan_gsd
[4] shan_gsd,business
[4] business,intelligence
[4] intelligence,developer
[4] developer,blueraster
[4] blueraster,leader
[4] leader,power_bi_dc
[4] power_bi_dc,learn

Top Word Pairs in Tweet in G9:
[6] #webdesign,#dctech
[6] #dctech,#ui
[6] #dctech,#washingtondc
[6] #dctech,#development
[6] #dctech,#ux
[6] #ui,#washingtondc
[6] #washingtondc,#ui
[6] #ui,#development
[6] #ux,#ui
[6] #development,#ux

Top Word Pairs in Tweet in G10:
[421] slavery,lasted
[113] lasted,246
[109] 246,years
[99] years,america
[99] america,never
[44] never,talk
[39] talk,long
[39] long,ago
[38] ago,over

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@technicallydc
@cartisien
@dcandroid
@blkcodecollctve
@devopsdaysdc
@in3dc
@chixcancode
@aaronksaunders
@axios

Top Mentioned in G1:
@technicallydc
@axios
@jszmajda
@in3dc
@upsidetravel
@podstartup
@moni
@carpedmdating
@capitalpridedc
@halcyonincubate

Top Mentioned in G3:
@blkcodecollctve
@devopsdaysdc
@chixcancode
@aaronksaunders
@juneteenthunl
@youtube
@3advance
@in3dc
@wbjandy

Top Mentioned in G4:
@dcandroid
@gdevdc
@jayroo5245
@dc_ios
@devcommunityorg
@rvieyraaef
@chrystianv1
@starbuxman
@androidsummit
@jsambuo

Top Mentioned in G5:
@kplawver
@planted
@refreshdc
@24_ux
@jodywithay
@perphic
@aphizeonado
@kitunger

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

Top Mentioned in G7:
@in3dc
@3advance
@howardu
@mayorbowser
@wbjandy

Top Mentioned in G8:
@shan_gsd
@blueraster
@power_bi_dc
@thisdcconsultnt
@notedbranding
@microsoft
@mspowerbi

Top Mentioned in G9:
@cartisien
@networksavage1

Top Mentioned in G10:
@onkyo_usa
@jim_jordan
@mmpadellan
@dctech_76

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersec_feeds
@femtech_
@pldt_cares
@myloc_tracker
@skyserves
@cybersecurityn8
@black_cat46
@shashib

Top Tweeters in G1:
@myloc_tracker
@black_cat46
@thesiliconhill
@stem_nastics
@axios
@lordcaesar887
@snagajob
@ga
@lex__skinner
@ohmichgee

Top Tweeters in G2:
@annanabananaxx
@hoooykets
@lrmnttsmnl
@donnatellugh
@owvimargow
@modiffskie
@_patrishajane
@rflcznrdrgz
@tinenaj
@chatterbachs

Top Tweeters in G3:
@sectest9
@cybersecurityn8
@youtube
@mhartington
@cotufa82
@aaronksaunders
@domyboo
@nitamarie_js
@_caseywatson
@in3dc

Top Tweeters in G4:
@starbuxman
@da_crosensation
@schida
@guardiola31337
@jayroo5245
@gdevdc
@rvieyraaef
@physicstoolbox
@deluxdolemite
@mechengsanchez

Top Tweeters in G5:
@jgarber
@kplawver
@jimlanenova
@whistle
@planted
@jodywithay
@refreshdc
@perphic
@aphizeonado
@kitunger

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

Top Tweeters in G7:
@shashib
@howardu
@wbjneibs
@mayorbowser
@vanzandt
@wbjandy
@3advance
@productiveprog
@colinjoc
@darrengibney

Top Tweeters in G8:
@femtech_
@publichealthbot
@microsoft
@mspowerbi
@blueraster
@tonmcg
@shan_gsd
@power_bi_dc
@thisdcconsultnt
@notedbranding

Top Tweeters in G9:
@jsnewsbot
@spark_radio_net
@dc_assemblers
@api_daily
@cartisien
@askamrobert
@networksavage1

Top Tweeters in G10:
@mmpadellan
@tedcruz
@onkyo_usa
@jim_jordan
@not_weston
@dctech_76


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