dctech, Twitter, 6/2/2020 6:37:57 AM, 228665


FAQ | Problem?

dctech_2020-06-01_22-37-06.xlsx
dctech_2020-06-01_22-37-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 02, 2020
Short Description:
dctech via NodeXL https://bit.ly/3cml253
@technicallydc
@thesiliconhill
@sirjessthebrave
@joseph_santoro
@nitamarie_js
@kscoult
@startupgrinddc
@robbiethegeek
@bytebackdc
@in3dc

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

Description:
Description
The graph represents a network of 224 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, 02 June 2020 at 05:37 UTC.

The requested start date was Tuesday, 02 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, 17-hour, 5-minute period from Tuesday, 19 May 2020 at 06:46 UTC to Monday, 01 June 2020 at 23:51 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 : 224
Unique Edges : 285
Edges With Duplicates : 440
Total Edges : 725
Number of Edge Types : 5
Tweet : 132
MentionsInRetweet : 332
Mentions : 86
Retweet : 165
Replies to : 10
Self-Loops : 133
Reciprocated Vertex Pair Ratio : 0.0529100529100529
Reciprocated Edge Ratio : 0.100502512562814
Connected Components : 39
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 141
Maximum Edges in a Connected Component : 552
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.104731
Graph Density : 0.00796764894298527
Modularity : 0.398991
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 224 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, 02 June 2020 at 05:37 UTC.

The requested start date was Tuesday, 02 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, 17-hour, 5-minute period from Tuesday, 19 May 2020 at 06:46 UTC to Monday, 01 June 2020 at 23:51 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:
[8] https://www.androidauthority.com/internet-of-things-companies-1023404/
[6] https://technical.ly/dc/2020/05/28/reallist-connectors-meet-70-people-keeping-dctech-close-community-builders-leadership/
[4] http://technical.ly/dc/2020/05/28/reallist-connectors-meet-70-people-keeping-dctech-close-community-builders-leadership
[4] http://technical.ly/dc/2020/06/01/black-technologists-follow-twitter-dctech
[4] https://blog.iammarketingmedia.com/reallist-connectors-meet-70-people-keeping-dctech-close/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://twitter.com/sabahatiqbal/status/1266406254064414729
[4] http://brendaslunch.com/2017/06/06/washingtondc-squash-tech-realestate-dctech-technology/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://singularityhub.com/2020/05/31/microsoft-just-built-a-world-class-supercomputer-exclusively-for-openai/
[3] https://whartondcinnovation.com/
[3] https://acenextgen.wpcomstaging.com/

Top URLs in Tweet in G1:
[1] http://technical.ly/dc/2020/05/28/reallist-connectors-meet-70-people-keeping-dctech-close-community-builders-leadership

Top URLs in Tweet in G2:
[2] https://twitter.com/OCTODC/status/1124693403663503360
[2] https://twitter.com/GISTNetwork/status/1121073901260410881
[2] https://whartondcinnovation.com/
[2] https://actionnetwork.org/petitions/we-need-digital-equity-in-dc?utm_content=bufferf271a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://technical.ly/dc/2020/05/19/this-week-in-jobs-ghosting-edition-tech-hiring-dmv-region
[1] http://bit.ly/DCHalcyon190620a
[1] https://twitter.com/WDCEP/status/1141725472549740546
[1] https://twitter.com/harryalford3/status/1263535203366121473
[1] https://twitter.com/lolitataub/status/1251278988548419603
[1] https://twitter.com/nasaexplores/status/1266101204825882624

Top URLs in Tweet in G3:
[4] http://technical.ly/dc/2020/06/01/black-technologists-follow-twitter-dctech
[3] http://technical.ly/dc/2020/05/28/reallist-connectors-meet-70-people-keeping-dctech-close-community-builders-leadership
[2] https://technical.ly/dc/2020/05/15/cybrary-inaugural-cohort-scholars-program-cybersecurity-training-support-covid19
[2] https://technical.ly/
[1] http://technical.ly/dc/2020/06/01/dawn-myers-the-tech-and-venture-industries-must-support-black-founders-swiftly-and-without-hesitation
[1] https://technical.ly/dc/2020/05/19/this-week-in-jobs-ghosting-edition-tech-hiring-dmv-region
[1] http://technical.ly/dc/2020/05/19/custom-framing-company-framebridge-has-been-acquired-by-arlingtons-graham-holdings
[1] http://technical.ly/dc/2020/05/20/how-5-dc-coworking-spaces-plan-to-reopen-post-pandemic-coronavirus-alley-wework-makeoffices-in3dc-1776
[1] http://technical.ly/dc/2020/05/21/esports-washington-justice-still-playing-connecting-fans-through-pandemic
[1] https://technical.ly/dc/2020/05/22/4-ways-leverage-cloud-native-services-better-cost-control-aws-amazon-web-services

Top URLs in Tweet in G4:
[4] https://twitter.com/sabahatiqbal/status/1266406254064414729
[1] https://twitter.com/reddyourmind/status/1266796039924781056
[1] https://twitter.com/JackieKazil/status/1267139949406687232
[1] https://www.androidauthority.com/internet-of-things-companies-1023404/

Top URLs in Tweet in G5:
[3] https://technical.ly/dc/2020/05/28/reallist-connectors-meet-70-people-keeping-dctech-close-community-builders-leadership/
[2] https://acenextgen.wpcomstaging.com/
[1] https://examclubs.com/cct-010-151-dctech-dumps
[1] https://evedumps.com/cct-010-151-dctech-dumps
[1] https://sotylivemay.eventbrite.com/
[1] https://www.dctechpeople.com/?utm_source=twitter&utm_medium=dctechpeople&utm_campaign=5272020
[1] https://www.youtube.com/watch?v=ZiYIxl8OIBg&feature=youtu.be

[1] https://www.youtube.com/watch?v=TnarVIeVg6g&feature=youtu.be

[1] https://www.youtube.com/watch?v=bgzx1C1UtQs&feature=youtu.be

[1] https://www.youtube.com/watch?v=79Qf93ndG8g&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://twitter.com/technicallydc/status/1266388547533189121
[1] https://twitter.com/technicallydc/status/1266161698026786823
[1] http://www.in3dc.com

Top URLs in Tweet in G7:
[7] https://www.androidauthority.com/internet-of-things-companies-1023404/
[3] https://singularityhub.com/2020/05/31/microsoft-just-built-a-world-class-supercomputer-exclusively-for-openai/
[2] https://www.popsci.com/story/diy/non-gaming-vr-experiences/?taid=5ec7be9bbbdff2000183afac&utm_campaign=trueanthem_trending-content&utm_medium=social&utm_source=twitter
[1] https://whartondcinnovation.com/
[1] https://nihrecord.nih.gov/2020/05/15/nih-mobilizes-national-innovation-initiative-covid-19-diagnostics

Top URLs in Tweet in G8:
[1] https://tonittech.com/resume/

Top URLs in Tweet in G9:
[1] https://privacytools.io/

Top Domains
Top Domains in Tweet in Entire Graph:
[41] technical.ly
[31] twitter.com
[14] youtube.com
[8] androidauthority.com
[7] medium.com
[5] actionnetwork.org
[4] iammarketingmedia.com
[4] brendaslunch.com
[3] singularityhub.com
[3] whartondcinnovation.com

Top Domains in Tweet in G1:
[1] technical.ly

Top Domains in Tweet in G2:
[12] twitter.com
[6] technical.ly
[5] actionnetwork.org
[2] whartondcinnovation.com
[1] bit.ly
[1] thehill.com
[1] wpcomstaging.com
[1] eventbrite.com

Top Domains in Tweet in G3:
[29] technical.ly
[2] twitter.com
[1] refinery29.com

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

Top Domains in Tweet in G5:
[14] youtube.com
[3] technical.ly
[2] wpcomstaging.com
[1] examclubs.com
[1] evedumps.com
[1] eventbrite.com
[1] dctechpeople.com
[1] twitter.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] in3dc.com

Top Domains in Tweet in G7:
[7] androidauthority.com
[3] singularityhub.com
[2] popsci.com
[1] whartondcinnovation.com
[1] nih.gov

Top Domains in Tweet in G8:
[1] tonittech.com

Top Domains in Tweet in G9:
[1] privacytools.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[211] dctech
[38] webdesign
[33] washingtondc
[22] development
[20] ux
[19] digitalequity
[11] tech
[9] ui
[8] internetofthings
[8] bigdata



Top Hashtags in Tweet in G1:
[28] dctech
[1] digitalequity

Top Hashtags in Tweet in G2:
[46] dctech
[16] digitalequity
[5] developer
[5] softwareengineer
[1] podcast
[1] coworking
[1] lifeatga
[1] webdev
[1] talent

Top Hashtags in Tweet in G3:
[36] dctech
[2] coworking
[2] vc
[1] esports
[1] blacklivesmatter
[1] govtech
[1] digitalequity

Top Hashtags in Tweet in G4:
[8] dctech
[5] javascript
[4] data
[4] d3js
[2] tech
[2] technology
[1] blm
[1] georgefloyd
[1] womenintech
[1] blacktechtwitter

Top Hashtags in Tweet in G5:
[10] dctech
[1] nonprofitleadership
[1] nonprofitorganizations
[1] tech4good
[1] news4good
[1] nonprofitdevelopent
[1] nonprofit
[1] nonprofits
[1] fundraising
[1] fundraisers

Top Hashtags in Tweet in G6:
[4] dctech
[2] endeavor
[2] enterprise
[2] journey
[2] story
[2] lessons
[2] time
[2] embrace
[1] ecosystem
[1] in3dc

Top Hashtags in Tweet in G7:
[7] internetofthings
[7] bigdata
[5] dctech
[5] tech
[3] openai
[3] motivationmonday
[3] covid19
[3] coronavirus
[2] vr
[2] lockdown

Top Hashtags in Tweet in G8:
[1] dctech

Top Hashtags in Tweet in G9:
[2] covid19
[1] uk

Top Hashtags in Tweet in G10:
[3] afterhours
[3] dctech
[1] athome
[1] sociallyconnect
[1] physicallydistant
[1] meetup
[1] digitalequity

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:
[28] #dctech
[27] need
[26] technicallydc
[26] 10
[26] black
[26] voices
[26] amplified
[26] right
[26] techlaydee
[26] afrodevgirl

Top Words in Tweet in G2:
[46] #dctech
[21] dc
[19] need
[18] help
[18] sign
[18] petition
[16] #digitalequity
[13] know
[12] gov
[12] care

Top Words in Tweet in G3:
[35] #dctech
[14] technicallydc
[12] black
[10] right
[9] 10
[9] voices
[8] tech
[8] need
[7] based
[7] amplified

Top Words in Tweet in G4:
[26] tech
[24] folks
[24] sirjessthebrave
[23] helping
[23] grad
[23] super
[23] nervous
[23] starting
[23] interview
[23] love

Top Words in Tweet in G5:
[25] dctech
[24] cisco
[22] data
[22] center
[16] 010
[16] 151
[16] course
[14] cct
[14] free
[12] certification

Top Words in Tweet in G6:
[4] list
[4] each
[4] #dctech
[3] share
[3] technicallydc
[2] lot
[2] familiar
[2] faces
[2] worked
[2] create

Top Words in Tweet in G7:
[9] joseph_santoro
[7] #internetofthings
[7] companies
[7] dominate
[7] 2020s
[7] prepare
[7] resume
[7] #bigdata
[6] #datascienc
[5] #dctech

Top Words in Tweet in G9:
[5] belgian
[3] warrant
[2] visited
[2] antwerp
[2] definitely
[2] seen
[2] phenomenal
[2] city
[2] once
[2] lifetime

Top Words in Tweet in G10:
[3] super
[3] fun
[3] cohosting
[3] alxcodecoffee
[3] sean_mcbeth
[3] novacodecoffee
[3] #afterhours
[3] kalimar
[3] many
[3] amazing

Top Word Pairs
Top Word Pairs in Tweet in G2:
[27] sign,petition
[26] #dctech,need
[26] need,help
[26] help,sign
[26] petition,dc
[26] dc,gov
[26] gov,know
[26] know,care
[26] care,#digitalequity
[26] #digitalequity,community

Top Word Pairs in Tweet in G3:
[13] 10,black
[12] black,voices
[12] voices,#dctech
[12] #dctech,need
[12] need,amplified
[12] amplified,right
[12] reallist,connectors
[12] techlaydee,afrodevgirl
[12] afrodevgirl,jmdembe
[12] technicallydc,10

Top Word Pairs in Tweet in G4:
[9] tech,folks
[9] folks,helping
[9] helping,grad
[8] grad,super
[7] super,nervous
[7] nervous,starting
[5] starting,interview
[4] interview,love
[4] love,send
[4] sirjessthebrave,tech

Top Word Pairs in Tweet in G5:
[23] data,center
[23] 010,151
[23] dctech,010
[23] cct,data
[23] cisco,cct
[23] center,dctech
[23] 151,free
[23] free,certification
[23] certification,course
[22] cisco,ucs

Top Word Pairs in Tweet in G6:
[22] lot,familiar
[16] familiar,faces
[14] faces,list
[13] list,each
[11] each,worked
[11] worked,create
[11] create,thriving
[11] thriving,#dctech
[11] #dctech,ecosystem
[8] ecosystem,each

Top Word Pairs in Tweet in G7:
[2] #internetofthings,companies
[2] companies,dominate
[2] dominate,2020s
[2] 2020s,prepare
[2] prepare,resume
[2] resume,#bigdata
[2] joseph_santoro,#internetofthings
[2] #bigdata,#datascienc
[2] microsoft,built
[2] built,world

Top Word Pairs in Tweet in G8:

Top Word Pairs in Tweet in G9:
[] visited,antwerp
[] antwerp,definitely
[] definitely,seen
[] seen,phenomenal
[] phenomenal,belgian
[] belgian,city
[] city,once
[] once,lifetime
[] warrant,needed
[] needed,track

Top Word Pairs in Tweet in G10:
[2] super,fun
[2] fun,cohosting
[2] cohosting,alxcodecoffee
[2] alxcodecoffee,sean_mcbeth
[2] sean_mcbeth,novacodecoffee
[2] novacodecoffee,#afterhours
[2] #afterhours,kalimar
[2] kalimar,many
[2] many,amazing
[2] #dctech,need

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@technicallydc
@techlaydee
@afrodevgirl
@jmdembe
@michaelej
@sirjessthebrave
@nitamarie_js
@bytebackdc
@joseph_santoro
@priyankakomala

Top Mentioned in G1:
@technicallydc
@techlaydee
@afrodevgirl
@jmdembe
@michaelej
@nitamarie_js

Top Mentioned in G2:
@technicallydc
@nitamarie_js
@bytebackdc
@theactionnet
@ga_dc
@thesiliconhill
@flatironschool
@elindse1
@shatweeter
@technicallybmr

Top Mentioned in G3:
@technicallydc
@dcodethegov
@techlaydee
@afrodevgirl
@jmdembe
@ohmichgee
@engineering_bae
@sepiosys
@nitamarie_js
@twentytables

Top Mentioned in G4:
@sirjessthebrave
@womenwhocodedc
@kscoult
@technicallydc
@techlaydee
@afrodevgirl
@jmdembe
@michaelej
@joseph_santoro

Top Mentioned in G6:
@technicallydc
@bytebackdc
@iamshellybell
@meghangaffney
@bradleyml
@mattbailey0
@allieb
@twentytables
@dipanwita_d
@in3dc

Top Mentioned in G7:
@joseph_santoro
@startupgrinddc
@nihdirector

Top Mentioned in G8:
@bixal
@optoroinc
@givebutter
@govpredict
@arcadia
@everfi

Top Mentioned in G9:
@belphenomenal
@nordvpn
@ukinbelgium
@stijnvlaeminck
@belgiumdefence

Top Mentioned in G10:
@alxcodecoffee
@sean_mcbeth
@novacodecoffee
@kalimar
@robbiethegeek
@spune
@technicallydc
@techlaydee
@afrodevgirl
@jmdembe

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@iam__network
@businessinsider
@femtech_
@taieb_bot
@myloc_tracker
@andrewmorrisuk
@cybersecurityn8
@_reactdev

Top Tweeters in G1:
@gortok
@leauxmaria
@messypixels
@cntknockbhustle
@pi3rogi
@technical_ly
@camilleesq
@djlookup
@dianebhartford
@ericschillerdev

Top Tweeters in G2:
@myloc_tracker
@thesiliconhill
@eclubproject
@stem_nastics
@maco_nix
@b0wdi
@saraswantos
@scclemons
@venikunche
@technicallybmr

Top Tweeters in G3:
@mrtallerjerry
@jeffzelaya
@ohmichgee
@mycowork_space
@technicallydc
@courtneydemuir
@shanaglenzer
@michaelejigu
@jszmajda
@mdtedco

Top Tweeters in G4:
@femtech_
@taieb_bot
@_reactdev
@weepingjessica
@blackstemusa
@thedeveloperbot
@devhighlights
@merli_mejia
@nlognbot
@holytoastr

Top Tweeters in G5:
@imjasoned
@missmgdglnn
@frankgruber
@brianbpark
@raindobs
@pcmbrndll_
@sparklabscyber
@bionicilongga
@realgabpdl
@stefannagey

Top Tweeters in G6:
@iamshellybell
@allieb
@bradleyml
@mattbailey0
@dipanwita_d
@in3dc
@twentytables
@meghangaffney
@saedwards
@ameliafriedman

Top Tweeters in G7:
@andrewmorrisuk
@hubofml
@joseph_santoro
@machine_ml
@msarozz
@mentalhretweet
@piotrkrosniak
@jerrodbireley
@nihdirector
@rahul_ckb

Top Tweeters in G8:
@bixal
@everfi
@arcadia
@pvm
@optoroinc
@govpredict
@givebutter

Top Tweeters in G9:
@sophos
@nordvpn
@ukinbelgium
@stijnvlaeminck
@belgiumdefence
@belphenomenal
@erik_dctech

Top Tweeters in G10:
@sean_mcbeth
@robbiethegeek
@spune
@kalimar
@novacodecoffee
@alxcodecoffee


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.