dctech, Twitter, 11/25/2020 3:31:06 PM, 242182


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dctech_2020-11-23_22-30-16.xlsx
dctech_2020-11-23_22-30-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2020
Short Description:
dctech via NodeXL https://bit.ly/3fx4OsY
@technicallydc
@thesiliconhill
@phone2action
@revolution
@frankgruber
@startupofyear
@dctech_startup
@rkwdc
@rosslynva
@govwhitepapers

Top hashtags:
#dctech
#startupofyear
#startup
#gew2020
#startups
#tech
#vc
#cybersecurity

Description:
Description
The graph represents a network of 246 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, 24 November 2020 at 06:30 UTC.

The requested start date was Tuesday, 24 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 18-hour, 0-minute period from Tuesday, 10 November 2020 at 03:36 UTC to Monday, 23 November 2020 at 21:37 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 : 246
Unique Edges : 266
Edges With Duplicates : 345
Total Edges : 611
Number of Edge Types : 5
Replies to : 15
Mentions : 169
Retweet : 101
MentionsInRetweet : 239
Tweet : 87
Self-Loops : 87
Reciprocated Vertex Pair Ratio : 0.0686274509803922
Reciprocated Edge Ratio : 0.128440366972477
Connected Components : 69
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 111
Maximum Edges in a Connected Component : 428
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.776355
Graph Density : 0.00542558486809358
Modularity : 0.436804
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 246 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, 24 November 2020 at 06:30 UTC.

The requested start date was Tuesday, 24 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 18-hour, 0-minute period from Tuesday, 10 November 2020 at 03:36 UTC to Monday, 23 November 2020 at 21:37 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:
[12] https://technical.ly/dc/2020/11/16/reallist-engineers-2020-dctech-influential-software-developers/
[5] https://twitter.com/TechnicallyDC/status/1328440167145885697
[4] http://technical.ly/dc/2020/11/16/reallist-engineers-2020-dctech-influential-software-developers
[4] https://startupofyearsummit2020.eventbrite.com/?aff=FrankVIP
[4] https://jobs.intel.com/ShowJob/Id/2651515/Product-Manager,-Intel-Sports/
[4] https://www.govevents.com/GWP-Guest-Blog-Post-Technically/
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fwhat-you-should-have-on-your-data-scientist-resume-especially-in-the-pandemic-time-2bf15fbf8051
[3] https://www.meetup.com/Alexandria-Code-Coffee/events/274648955/
[3] https://startupofyearsummit2020.eventbrite.com/?aff=LiveTweetInvite
[3] https://www.linkedin.com/slink?code=d3fT_NE

Top URLs in Tweet in G1:
[4] https://twitter.com/TechnicallyDC/status/1328440167145885697
[4] https://www.govevents.com/GWP-Guest-Blog-Post-Technically/
[3] http://technical.ly/dc/2020/11/16/reallist-engineers-2020-dctech-influential-software-developers
[3] https://technical.ly/dc/2020/11/16/reallist-engineers-2020-dctech-influential-software-developers/
[2] http://technical.ly/dc/2020/11/19/cloudbolt-software-series-b-curbio-truebill-marginedge
[1] https://technical.ly/dc/2020/11/19/dc-diaries-yvette-scorse-byte-back
[1] http://technical.ly/dc/2020/11/09/govwhitepapers-government-employees
[1] https://technical.ly/dc/2020/11/10/this-week-in-jobs-dmv-gif-edition-tech-hiring
[1] http://technical.ly/dc/2020/11/11/veteran-owned-small-businesses
[1] http://technical.ly/dc/2020/11/13/shorties-roundup-revolution-ron-klain-biden

Top URLs in Tweet in G2:
[4] https://startupofyearsummit2020.eventbrite.com/?aff=FrankVIP
[3] https://startupofyearsummit2020.eventbrite.com/?aff=LiveTweetInvite
[2] https://summit.startupofyear.com/
[2] https://www.pscp.tv/w/coQqVjFyYVFaUkxXV3hOUXp8MXpxSlZYeVp5b3BLQgDz7YaGRKEEAqewWAgcRiuws4K4ejmkhv5owQy_eT1_
[1] https://www.wsj.com/articles/costar-in-advanced-talks-to-buy-homesnap-for-250-million-11606068000?st=fg1bzp8ame8lrp2&reflink=article_email_share
[1] https://newyork.citybizlist.com/article/637187/the-tech-tribune-2021-best-tech-startups-in-washington-dc
[1] https://www.fastcompany.com/90576556/ebay-optoro-online-shopping-returns-target-ikea
[1] https://www.pscp.tv/w/coFtzDIwOTQzNzN8MXluSk9CTHduRFpHUnIhJTyls43bI8VYc0O5YXXzm6kyPDpUYbsYZsFKEcvh?t=2m53s
[1] https://www.pscp.tv/w/coFwHTIwOTQzNzN8MXluSk9CTHduRFpHUj0WsVPY7ax8kXfNZmiL8xssOeHOdQRDXVRPSNYYaaDS
[1] https://www.pscp.tv/w/coF5fzIwOTQzNzN8MWt2S3BvUFJRcmt4Re9GzJSAparhEYRMQMuCiPhjfJmwSMSdN_gldJti-ZBW?t=5m50s

Top URLs in Tweet in G3:
[7] https://technical.ly/dc/2020/11/16/reallist-engineers-2020-dctech-influential-software-developers/
[1] https://webmasters.googleblog.com/2020/11/timing-for-page-experience.html
[1] https://technical.ly/dc/2020/11/11/mergers-acquisitions-phone2action-govpredict/
[1] http://mailchi.mp/mitefdc/mitefdc-autism-startups
[1] https://twitter.com/StartupGrindDC/status/1327246135417851904
[1] https://twitter.com/GaddyJ21/status/1327571545259032576
[1] http://technical.ly/dc/2020/11/16/reallist-engineers-2020-dctech-influential-software-developers
[1] https://twitter.com/smartlogic/status/1328449953056903169
[1] https://twitter.com/TechnicallyDC/status/1328440167145885697
[1] https://twitter.com/Appian_LIFE/status/1326162835215413248

Top URLs in Tweet in G4:
[4] https://jobs.intel.com/ShowJob/Id/2651515/Product-Manager,-Intel-Sports/
[3] https://www.meetup.com/Alexandria-Code-Coffee/events/274648955/
[2] https://techcrunch.com/2020/11/12/truebill-series-c/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Techcrunch+%28TechCrunch%29
[2] https://twitter.com/technicallydc/status/1328440167145885697
[1] https://www.wsj.com/articles/costar-in-advanced-talks-to-buy-homesnap-for-250-million-11606068000?mod=djemalertNEWS
[1] https://techcrunch.com/2020/11/11/president-elect-joseph-biden-reportedly-plucks-revolutions-ron-klain-as-new-chief-of-staff/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Techcrunch+%28TechCrunch%29
[1] https://twitter.com/frankgruber/status/1327001308126191622
[1] http://technical.ly/dc/2020/11/13/shorties-roundup-revolution-ron-klain-biden
[1] https://twitter.com/robbiethegeek/status/1329446443443228680
[1] https://twitter.com/Homesnap/status/1330874293622804480

Top URLs in Tweet in G5:
[3] https://www.linkedin.com/slink?code=d3fT_NE
[2] https://www.linkedin.com/slink?code=dCZrdyH

Top URLs in Tweet in G6:
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fwhat-you-should-have-on-your-data-scientist-resume-especially-in-the-pandemic-time-2bf15fbf8051
[2] https://www.bloomberg.com/news/articles/2020-11-11/the-inside-story-of-el-estee-lauder-s-billion-dollar-success?utm_campaign=socialflow-organic&utm_source=twitter&cmpid=socialflow-twitter-businessweek&utm_content=businessweek&utm_medium=social
[2] https://hackernoon.com/and-this-is-why-your-next-business-needs-to-be-focused-on-developers-6a1r3zps
[1] https://www.washingtonpost.com/technology/2020/11/20/biden-congress-broadband-internet/
[1] https://www.protocol.com/bulletins/bidens-transition-is-stacked-with-tech-players?utm_campaign=RebelMouse&share_id=5959887&utm_medium=social&utm_source=twitter&utm_content=Protocol
[1] https://themlrebellion.com/blog/Data-Science-Career-Path-Research/
[1] https://startupmindset.com/what-i-wish-i-knew-for-year-1-of-my-startup-13-founders-reflect-on-lessons-learned/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com

Top URLs in Tweet in G8:
[1] http://bizj.us/1q7a30

Top URLs in Tweet in G9:
[2] https://twitter.com/mitefdc/status/1326961399256506369?s=20
[1] http://mailchi.mp/mitefdc/mitefdc-autism-startups

Top Domains
Top Domains in Tweet in Entire Graph:
[38] technical.ly
[23] twitter.com
[12] pscp.tv
[7] eventbrite.com
[5] linkedin.com
[4] intel.com
[4] govevents.com
[4] medium.com
[3] techcrunch.com
[3] meetup.com

Top Domains in Tweet in G1:
[26] technical.ly
[4] twitter.com
[4] govevents.com
[1] trainace.com

Top Domains in Tweet in G2:
[12] pscp.tv
[7] eventbrite.com
[2] startupofyear.com
[2] twitter.com
[1] wsj.com
[1] citybizlist.com
[1] fastcompany.com
[1] youtube.com
[1] arlnow.com

Top Domains in Tweet in G3:
[9] technical.ly
[5] twitter.com
[1] googleblog.com
[1] mailchi.mp
[1] myhatchpad.com

Top Domains in Tweet in G4:
[6] twitter.com
[4] intel.com
[3] techcrunch.com
[3] meetup.com
[1] wsj.com
[1] technical.ly

Top Domains in Tweet in G5:
[5] linkedin.com

Top Domains in Tweet in G6:
[4] medium.com
[2] bloomberg.com
[2] hackernoon.com
[1] washingtonpost.com
[1] protocol.com
[1] themlrebellion.com
[1] startupmindset.com

Top Domains in Tweet in G8:
[1] bizj.us

Top Domains in Tweet in G9:
[2] twitter.com
[1] mailchi.mp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[113] dctech
[23] startupofyear
[18] startup
[16] gew2020
[10] startups
[10] tech
[7] vc
[5] cybersecurity
[5] investmentnews
[5] gnx



Top Hashtags in Tweet in G1:
[38] dctech
[5] cybersecurity
[4] government
[4] publicsector
[4] infosec
[4] govcon
[4] military
[1] veteransday
[1] hiring
[1] crisc

Top Hashtags in Tweet in G2:
[23] startupofyear
[17] dctech
[16] gew2020
[11] startup
[5] vc
[3] realestate
[3] tech
[2] bragbetter
[2] undaunted
[2] fundraising

Top Hashtags in Tweet in G3:
[16] dctech
[5] webdesign
[3] washingtondc
[3] ux
[2] ui
[2] development
[2] startups
[1] nonprofitdigital
[1] assnchat
[1] association

Top Hashtags in Tweet in G4:
[17] dctech
[3] meetup
[3] physicallydistant
[1] tech
[1] veteransday
[1] startup
[1] vc
[1] bragbetter
[1] sociallyconnected
[1] virtualmeetup

Top Hashtags in Tweet in G5:
[5] investmentnews
[5] gnx
[2] connectivitynetwork
[2] merger
[2] network
[2] connectivity
[2] dctech
[2] technology
[2] infrastructure
[2] neds

Top Hashtags in Tweet in G6:
[7] dctech
[6] tech
[5] datascientist
[5] hr
[4] startup
[4] pandemic
[3] startups
[3] startuplife
[3] dmvstartup
[2] datascience

Top Hashtags in Tweet in G7:
[1] togetherstronger

Top Hashtags in Tweet in G8:
[1] dctech
[1] dc
[1] washingtondc

Top Hashtags in Tweet in G9:
[3] autism
[3] startups
[2] neurodiversity
[2] neurodiversityatwork
[2] diversity
[2] edtech
[2] dctech
[2] employautism
[1] autismatwork
[1] autismawareness

Top Words
Top Words in Tweet in Entire Graph:
[113] #dctech
[62] dctech
[45] startupofyear
[37] technicallydc
[30] frankgruber
[29] 2020
[29] summit
[27] sa
[26] reallist
[24] engineers

Top Words in Tweet in G1:
[38] #dctech
[23] technicallydc
[18] reallist
[18] 2020
[15] engineers
[13] govwhitepapers
[10] influential
[8] part
[8] technologists
[8] churnzero

Top Words in Tweet in G2:
[41] startupofyear
[28] summit
[25] frankgruber
[23] #startupofyear
[17] #dctech
[16] #gew2020
[13] live
[12] ximenahartsock
[12] phone2action
[11] join

Top Words in Tweet in G3:
[35] dctech
[18] sa
[16] #dctech
[5] oy
[5] #webdesign
[5] lang
[4] yawa
[4] ka
[4] internet
[4] globe

Top Words in Tweet in G4:
[17] #dctech
[13] technicallydc
[7] looking
[6] dctech
[6] join
[6] team
[5] frankgruber
[4] great
[4] opportunity
[4] intel

Top Words in Tweet in G5:
[5] 01t
[5] announce
[5] merger
[5] #investmentnews
[5] #gnx
[3] techneds
[3] telcos
[3] cxsenterprise
[3] vanillaplus
[3] #connectivity

Top Words in Tweet in G6:
[7] #dctech
[6] #tech
[5] #datascientist
[5] #hr
[5] joseph_santoro
[4] #startup
[4] resume
[4] especially
[4] #pandemic
[4] time

Top Words in Tweet in G7:
[3] belgians
[3] tough
[2] behalf
[2] belgiummalaysia
[2] wish
[2] malaysia
[2] around
[2] world
[2] happy
[2] king's

Top Words in Tweet in G8:
[4] business
[4] set
[4] long
[4] impressed
[4] ronaldklain
[4] particularly
[4] selflessness
[4] ability
[4] guide
[4] people

Top Words in Tweet in G9:
[3] join
[3] #autism
[3] #startups
[2] #neurodiversity
[2] #neurodiversityatwork
[2] #diversity
[2] #edtech
[2] #dctech
[2] #employautism
[2] ambitiousautism

Top Words in Tweet in G10:
[2] caloyersss
[2] sa
[2] dctech
[2] hahaha
[2] ko

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[29] startupofyear,summit
[21] reallist,engineers
[20] engineers,2020
[12] 16,influential
[12] influential,technologists
[11] live,startupofyear
[11] co,founder
[10] ximenahartsock,co
[10] founder,phone2action
[10] sa,dctech

Top Word Pairs in Tweet in G1:
[15] reallist,engineers
[15] engineers,2020
[7] 16,influential
[7] influential,technologists
[7] technicallydc,reallist
[7] minute,read
[7] read,govevents
[7] govevents,president
[7] president,kerry_rea
[7] kerry_rea,recently

Top Word Pairs in Tweet in G2:
[28] startupofyear,summit
[11] live,startupofyear
[10] co,founder
[9] ximenahartsock,co
[9] founder,phone2action
[8] #startupofyear,#gew2020
[6] #startup,#dctech
[5] joining,chat
[5] chat,startupofyear
[5] #dctech,#gew2020

Top Word Pairs in Tweet in G3:
[8] sa,dctech
[5] #webdesign,#dctech
[3] dctech,lang
[2] #dctech,#development
[2] #development,#ux
[2] nyo,dctech
[2] dctech,ko
[2] dctech,sa
[2] reallist,engineers
[2] influential,technologists

Top Word Pairs in Tweet in G4:
[4] great,opportunity
[4] opportunity,intel
[4] intel,sports
[4] sports,looking
[4] looking,product
[4] product,manager
[4] manager,join
[4] join,team
[4] team,#dctech
[3] zonozi,great

Top Word Pairs in Tweet in G5:
[5] announce,merger
[5] #investmentnews,#gnx
[3] telcos,01t
[3] 01t,cxsenterprise
[3] cxsenterprise,announce
[3] merger,vanillaplus
[3] vanillaplus,#investmentnews
[2] techneds,telcos
[2] #gnx,#connectivityne
[2] #gnx,#connectivitynetwork

Top Word Pairs in Tweet in G6:
[4] #datascientist,resume
[4] resume,especially
[4] especially,#pandemic
[4] #pandemic,time
[4] time,#hr
[3] joseph_santoro,#datascientist
[3] #hr,#
[2] #tech,#dctech
[2] never,make
[2] make,important

Top Word Pairs in Tweet in G7:
[2] behalf,belgiummalaysia
[2] belgiummalaysia,wish
[2] wish,belgians
[2] belgians,malaysia
[2] malaysia,around
[2] around,world
[2] world,happy
[2] happy,king's
[2] king's,day
[2] day,2020

Top Word Pairs in Tweet in G8:
[4] business,set
[4] set,long
[4] long,impressed
[4] impressed,ronaldklain
[4] ronaldklain,particularly
[4] particularly,selflessness
[4] selflessness,ability
[4] ability,guide
[4] guide,people
[3] drubaru,business

Top Word Pairs in Tweet in G9:
[3] #autism,#startups
[2] ambitiousautism,santanderuk
[2] santanderuk,join
[2] join,next
[2] next,webinar
[2] webinar,investment
[2] investment,opportunities
[2] opportunities,innovative
[2] innovative,#autism

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@technicallydc
@startupofyear
@frankgruber
@phone2action
@govwhitepapers
@ximenahartsock
@homesnap
@kerry_rea
@revolution
@noreaster

Top Mentioned in G1:
@technicallydc
@govwhitepapers
@kerry_rea
@churnzero
@lprichar
@cphergresham
@techni
@infernoredtech
@tryhungry
@cloudboltsw

Top Mentioned in G2:
@startupofyear
@frankgruber
@phone2action
@ximenahartsock
@homesnap
@noreaster
@revolution
@optoroinc
@stevecase
@sxsw

Top Mentioned in G4:
@technicallydc
@frankgruber
@intel
@startupofyear
@zonozi
@stack_tracy_
@startupgrinddc
@govwhitepapers
@revolution
@phone2action

Top Mentioned in G5:
@techneds
@cxsenterprise
@vanillaplus
@commsbusiness
@cxs
@capacitymedia
@bizmagnews
@bizsouth

Top Mentioned in G6:
@joseph_santoro
@a_cava94
@whipclyburn

Top Mentioned in G7:
@belgiummalaysia
@ph_gregoire
@monarchiebe
@belgiummfa
@malaysiamfa
@belphenomenal

Top Mentioned in G8:
@ronaldklain
@drubaru
@joebiden

Top Mentioned in G9:
@santanderuk
@dcmitef
@ambitiousautism

Top Mentioned in G10:
@caloyersss
@kalingy

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@iam__network
@pldt_cares
@4tchat
@andrewmorrisuk
@myloc_tracker
@joseph_santoro
@thesiliconhill
@nvsdata
@dinzlee

Top Tweeters in G1:
@cybersec_feeds
@goveventsgroup
@kerry_rea
@venikunche
@aletiam
@lovescience15
@technicallydc
@coachjaymo
@seedspot
@bytebackdc

Top Tweeters in G2:
@grubhub
@stevecase
@arlnowdotcom
@sxsw
@frankgruber
@ebay
@hint
@johnsonwhitney
@contactually
@skeevis

Top Tweeters in G3:
@trixxreyes
@annanabananaxx
@eagerbeavertech
@tabiboii
@jammygarciaa
@fudgeebear_
@reynevillanueva
@technical_ly
@harreynm
@kentpatrickrenz

Top Tweeters in G4:
@thesiliconhill
@axios
@celly_speaks
@zonozi
@megaphonepods
@cybraryit
@intel
@riseofrest
@robbiethegeek
@stack_tracy_

Top Tweeters in G5:
@barry69104159
@bizsouth
@capacitymedia
@commsbusiness
@vanillaplus
@cxsenterprise
@techneds
@_phoenix47
@bizmagnews
@cxs

Top Tweeters in G6:
@4tchat
@joseph_santoro
@nvsdata
@trendsinai
@humanre41270855
@scibot6
@whipclyburn
@a_cava94

Top Tweeters in G7:
@belgiummfa
@monarchiebe
@ph_gregoire
@malaysiamfa
@belphenomenal
@belgiummalaysia
@erik_dctech

Top Tweeters in G8:
@ronaldklain
@vanzandt
@wbjdan
@joebiden
@wbjandy
@drubaru

Top Tweeters in G9:
@andrewmorrisuk
@ambitiousautism
@jkaufmanconsult
@santanderuk
@dcmitef

Top Tweeters in G10:
@dinzlee
@kalingy
@bern_quianzon
@caloyersss
@kepolnim