dctech, Twitter, 4/8/2021 5:06:52 PM, 252330


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dctech_2021-04-07_22-33-33.xlsx
dctech_2021-04-07_22-33-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 08, 2021
Short Description:
dctech via NodeXL https://bit.ly/2PN5cer
@dctech_76
@joseph_santoro
@citorg
@appian
@technicallydc
@thesiliconhill
@zonozi
@technicallybmr
@kevsben
@mandi1349

Top hashtags:
#dctech
#nowhiring
#tech
#appianlife
#startup
#democrats
#citgapfunds
#designthinking

Description:
Description
The graph represents a network of 126 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 Thursday, 08 April 2021 at 05:33 UTC.

The requested start date was Tuesday, 06 April 2021 at 00:01 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, 22-hour, 45-minute period from Tuesday, 23 March 2021 at 01:08 UTC to Monday, 05 April 2021 at 23:54 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 : 126
Unique Edges : 95
Edges With Duplicates : 114
Total Edges : 209
Number of Edge Types : 5
Mentions : 67
Tweet : 52
Retweet : 31
MentionsInRetweet : 34
Replies to : 25
Self-Loops : 53
Reciprocated Vertex Pair Ratio : 0.0693069306930693
Reciprocated Edge Ratio : 0.12962962962963
Connected Components : 51
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 17
Maximum Edges in a Connected Component : 56
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.4875
Graph Density : 0.00685714285714286
Modularity : 0.533189
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 126 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 Thursday, 08 April 2021 at 05:33 UTC.

The requested start date was Tuesday, 06 April 2021 at 00:01 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, 22-hour, 45-minute period from Tuesday, 23 March 2021 at 01:08 UTC to Monday, 05 April 2021 at 23:54 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:
[4] http://technical.ly/dc/2021/03/25/pie-insurance-series-c
[3] https://technical.ly/baltimore/2021/03/30/this-week-in-jobs-maryland-transit-love-software-hiring?utm_content=bufferbf58a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://id.me/
[2] https://twitter.com/Appian/status/1376876839323508741
[1] https://technical.ly/dc/2020/05/07/unions-tech-labor-software-engineers-game-designers-amazon-hq2/
[1] http://dctech.chat
[1] https://twitter.com/gomotorefi/status/1379128715913871361
[1] https://technical.ly/baltimore/2021/04/01/maryland-covid19-broadband-funding/
[1] https://www.gogravity.com/blog/closed-vs-open-dynamics-365-platform?utm_content=160754602&utm_medium=social&utm_source=twitter&hss_channel=tw-862725287347441668
[1] https://www.gogravity.com/blog/cloud-collaboration-the-power-of-one?utm_campaign=Blogs&utm_content=159919170&utm_medium=social&utm_source=twitter&hss_channel=tw-862725287347441668

Top URLs in Tweet in G1:
[1] https://www.linkedin.com/slink?code=gfFNnQz
[1] https://www.linkedin.com/slink?code=d5nsP9B
[1] https://www.forbes.com/sites/brucerogers/2021/03/30/is-virtru-the-answer-to-a-secure-vaccine-passport/
[1] https://medium.com/squadra-ventures/what-the-future-holds-for-cyber-startups-in-the-dmv-1694f6349b27
[1] https://technical.ly/baltimore/2021/04/01/maryland-covid19-broadband-funding/
[1] http://dctech.chat

Top URLs in Tweet in G2:
[1] https://twitter.com/SandyofCthulhu/status/1376578330569359367?s=19

Top URLs in Tweet in G3:
[1] https://docs.google.com/forms/d/e/1FAIpQLSc8dg-4b2E2afEeRs6zHOE5_6odWS57l9MGoAPMoCZWr-Gk3A/viewform
[1] https://tockify.com/citevents/detail/118/1617368400000

Top URLs in Tweet in G4:
[1] https://www.cyberscoop.com/fortinet-apt-exploit-cisa-fbi/
[1] https://www.bloomberg.com/news/articles/2021-03-28/google-s-ex-policy-lead-founds-tech-friendly-progressive-group?cmpid=socialflow-twitter-businessweek&utm_source=twitter&utm_medium=social&utm_content=businessweek&utm_campaign=socialflow-organic

Top URLs in Tweet in G5:
[4] http://technical.ly/dc/2021/03/25/pie-insurance-series-c
[3] https://technical.ly/baltimore/2021/03/30/this-week-in-jobs-maryland-transit-love-software-hiring?utm_content=bufferbf58a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://technical.ly/dc/2020/05/07/unions-tech-labor-software-engineers-game-designers-amazon-hq2/
[1] https://technical.ly/dc/2021/03/23/get-cities-women-in-tech
[1] http://technical.ly/dc/2021/03/24/wework-government-coworking-partnership
[1] https://technical.ly/dc/2021/03/26/womens-history-month-stem-mentorship
[1] http://technical.ly/dc/2021/03/30/cavarly-app-police-accountability
[1] https://technical.ly/dc/2021/03/30/skysquad-tedco-builder-fund
[1] http://technical.ly/dc/2021/04/02/vendoo-ecommerce-crosspost
[1] http://technical.ly/dc/2021/04/02/artechouse-dc-provides-space-to-explore-and-create-immersive-art-experiences

Top URLs in Tweet in G6:
[2] https://twitter.com/Appian/status/1376876839323508741
[1] https://boards.greenhouse.io/appian/jobs/2582107?gh_src=da7caf3c1us
[1] https://boards.greenhouse.io/appian/jobs/2582122?gh_src=be75759c1us
[1] https://www.washingtonpost.com/brand-studio/wp/2021/03/30/feature/innovation-with-impact/?utm_source=WaPo&utm_medium=editorial&utm_campaign=DCSplash&utm_content=social-media&blaid=1357513
[1] https://www.washingtonpost.com/brand-studio/wp/2021/03/30/feature/innovation-with-impact/?utm_source=WaPo&utm_medium=editorial&utm_campaign=DCSplash&utm_content=social-media&blaid=1356699
[1] https://www.washingtonpost.com/brand-studio/wp/2021/03/30/feature/innovation-with-impact/?utm_source=WaPo&utm_medium=editorial&utm_campaign=DCSplash&utm_content=social-media&blaid=1356368
[1] https://www.washingtonpost.com/brand-studio/wp/2021/03/30/feature/innovation-with-impact/?utm_source=WaPo&utm_medium=editorial&utm_campaign=DCSplash&utm_content=social-media&blaid=1356299

Top URLs in Tweet in G7:
[1] https://twitter.com/gomotorefi/status/1379128715913871361

Top URLs in Tweet in G9:
[3] https://id.me/
[1] https://wtop.com/business-finance/2021/03/tysons-id-me-lands-100m-in-new-funding/

Top URLs in Tweet in G10:
[1] https://www.gogravity.com/blog/closed-vs-open-dynamics-365-platform?utm_content=160754602&utm_medium=social&utm_source=twitter&hss_channel=tw-862725287347441668
[1] https://www.gogravity.com/blog/cloud-collaboration-the-power-of-one?utm_campaign=Blogs&utm_content=159919170&utm_medium=social&utm_source=twitter&hss_channel=tw-862725287347441668

Top Domains
Top Domains in Tweet in Entire Graph:
[17] technical.ly
[7] twitter.com
[4] washingtonpost.com
[3] linkedin.com
[3] id.me
[2] gogravity.com
[2] greenhouse.io
[1] dctech.chat
[1] cyberscoop.com
[1] bloomberg.com

Top Domains in Tweet in G1:
[2] linkedin.com
[1] forbes.com
[1] medium.com
[1] technical.ly
[1] dctech.chat

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[1] google.com
[1] tockify.com

Top Domains in Tweet in G4:
[1] cyberscoop.com
[1] bloomberg.com

Top Domains in Tweet in G5:
[16] technical.ly
[2] twitter.com

Top Domains in Tweet in G6:
[4] washingtonpost.com
[2] twitter.com
[2] greenhouse.io

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

Top Domains in Tweet in G9:
[3] id.me
[1] wtop.com

Top Domains in Tweet in G10:
[2] gogravity.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[49] dctech
[8] nowhiring
[7] tech
[7] appianlife
[5] startup
[4] democrats
[4] citgapfunds
[3] designthinking
[2] startups
[2] hiring



Top Hashtags in Tweet in G1:
[5] dctech
[1] decentralizedtrials
[1] decentralizedclinicaltrials
[1] clinicaltrials
[1] appianlife
[1] nowhiring
[1] vc
[1] cyber
[1] startup
[1] vcfunding

Top Hashtags in Tweet in G3:
[6] dctech
[4] citgapfunds

Top Hashtags in Tweet in G4:
[5] tech
[4] democrats
[2] dctech
[1] fortinet
[1] cybersec
[1] cybersecurity
[1] infosec
[1] nationalsecurity
[1] natsec
[1] progressive

Top Hashtags in Tweet in G5:
[19] dctech
[1] whm
[1] choosetochallenge

Top Hashtags in Tweet in G6:
[7] nowhiring
[6] dctech
[6] appianlife
[2] productmanagement
[1] cloudnative

Top Hashtags in Tweet in G7:
[1] fintech
[1] startups
[1] hiring
[1] dctech

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

Top Hashtags in Tweet in G10:
[2] dctech
[2] smbs
[2] techbiz
[1] managing
[1] franchise
[1] better
[1] smarter
[1] sccounting
[1] consolidated
[1] financial

Top Words
Top Words in Tweet in Entire Graph:
[48] #dctech
[36] dctech
[10] romero
[9] joseph_santoro
[9] join
[9] appian
[8] sandyofcthulhu
[8] thattomhall
[8] more
[8] culture

Top Words in Tweet in G1:
[23] dctech
[5] #dctech
[3] yawa
[2] aning
[2] pldt
[2] sa
[2] centric
[2] way
[2] ka
[2] last

Top Words in Tweet in G2:
[10] romero
[8] sandyofcthulhu
[8] thattomhall
[6] markhamilljoker
[6] dctech_76
[4] run
[3] hard
[3] tedcruz
[2] sesame
[2] street

Top Words in Tweet in G3:
[6] fri
[6] edt
[6] #dctech
[6] greats
[5] zonozi
[5] citorg
[5] join
[4] still
[4] time
[4] register

Top Words in Tweet in G4:
[9] joseph_santoro
[7] advanced
[7] hackers
[7] axis
[7] genocide
[7] russia
[7] china
[7] iran
[7] use
[7] fortinet

Top Words in Tweet in G5:
[18] #dctech
[4] second
[4] year
[4] row
[4] insurtech
[4] raised
[4] round
[4] more
[4] 100m
[4] tech

Top Words in Tweet in G6:
[8] appian
[7] #nowhiring
[6] #dctech
[6] #appianlife
[6] culture
[5] driving
[3] transformation
[3] learn
[3] innovation
[3] washingtonpost

Top Words in Tweet in G7:
[2] launch

Top Words in Tweet in G8:
[3] dctech
[3] mga
[2] pota
[2] ning

Top Words in Tweet in G9:
[3] wtop
[3] recently
[3] opened
[3] two
[3] office
[3] locations
[3] tysons
[3] process
[3] hiring
[3] more

Top Words in Tweet in G10:
[2] gogravityonline
[2] #dctech
[2] #smbs
[2] #techbiz

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8] sandyofcthulhu,romero
[8] romero,thattomhall
[7] advanced,hackers
[7] hackers,axis
[7] axis,genocide
[7] genocide,russia
[7] russia,china
[7] china,iran
[7] iran,use
[7] use,fortinet

Top Word Pairs in Tweet in G1:
[2] ning,dctech

Top Word Pairs in Tweet in G2:
[8] sandyofcthulhu,romero
[8] romero,thattomhall
[5] markhamilljoker,sandyofcthulhu
[3] dctech_76,markhamilljoker
[3] dctech_76,sandyofcthulhu
[2] sesame,street
[2] street,bringing
[2] bringing,hard
[2] hard,hitting
[2] hitting,journalism

Top Word Pairs in Tweet in G3:
[6] #dctech,greats
[4] still,time
[4] time,register
[4] register,coffee
[4] coffee,tomorrow
[4] tomorrow,fri
[4] fri,edt
[4] edt,join
[4] join,#citgapfunds
[4] #citgapfunds,portfolio

Top Word Pairs in Tweet in G4:
[7] advanced,hackers
[7] hackers,axis
[7] axis,genocide
[7] genocide,russia
[7] russia,china
[7] china,iran
[7] iran,use
[7] use,fortinet
[7] fortinet,flaws
[7] flaws,attempt

Top Word Pairs in Tweet in G5:
[4] second,year
[4] year,row
[4] row,insurtech
[4] insurtech,raised
[4] raised,round
[4] round,more
[4] more,100m
[4] 100m,#dctech
[3] hark,open
[3] open,tech

Top Word Pairs in Tweet in G6:
[5] #dctech,#appianlife
[4] #appianlife,#nowhiring
[3] learn,appian
[3] appian,driving
[3] driving,innovation
[3] culture,washingtonpost
[3] washingtonpost,#dctech
[2] appian,#dctech
[2] good,chance
[2] chance,point

Top Word Pairs in Tweet in G8:
[2] mga,dctech
[2] ning,mga

Top Word Pairs in Tweet in G9:
[3] wtop,recently
[3] recently,opened
[3] opened,two
[3] two,office
[3] office,locations
[3] locations,tysons
[3] tysons,process
[3] process,hiring
[3] hiring,more
[2] caplady1225,wtop

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@joseph_santoro
@sandyofcthulhu
@romero
@thattomhall
@appian
@zonozi
@citorg
@markhamilljoker
@technicallydc
@washingtonpost

Top Mentioned in G2:
@sandyofcthulhu
@romero
@thattomhall
@markhamilljoker
@dosnostalgic
@dctech_76
@gayblackvet
@luigithirty

Top Mentioned in G3:
@zonozi
@citorg
@dcvcjen
@jcrytzerdc
@hyperqubetech
@snowcrash65
@brazenhq
@gschumm
@threatquotient
@zoomph

Top Mentioned in G4:
@joseph_santoro

Top Mentioned in G5:
@technicallydc
@technicallybmr
@amazon
@thesiliconhill

Top Mentioned in G6:
@appian
@washingtonpost
@shomaker

Top Mentioned in G7:
@gomotorefi
@sofi
@evenfinancial

Top Mentioned in G9:
@caplady1225

Top Mentioned in G10:
@gogravityonline

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@cybersec_feeds
@washingtonpost
@humanre41270855
@socentlive
@markderiz
@dosnostalgic
@joseph_santoro
@thesiliconhill
@hostinfonet

Top Tweeters in G1:
@strawmariii
@_yeolicious
@aditaopazxc
@klimklimklimkli
@dym4s1ck
@kyowts
@_lexmina_
@startupgrinddc
@baeelath
@jepoydscnd

Top Tweeters in G2:
@dosnostalgic
@luigithirty
@tedcruz
@cstechcast
@alicecage97
@mattgaetz
@thattomhall
@gayblackvet
@repmattgaetz
@romero

Top Tweeters in G3:
@zonozi
@brazenhq
@harben_eco_dev
@zoomph
@citorg
@threatquotient
@dcvcjen
@snowcrash65
@jcrytzerdc
@gschumm

Top Tweeters in G4:
@chidambara09
@cybersec_feeds
@socentlive
@joseph_santoro
@hostinfonet
@leftybotty
@manuele_a
@cybazesocial
@lovescience15
@techie_wiz

Top Tweeters in G5:
@thesiliconhill
@amazon
@technicallybmr
@harkretweetbot
@rkwdc
@technicallydc
@allierosenberg
@atlantaalyssa
@pie_insurance

Top Tweeters in G6:
@washingtonpost
@falabs
@appian
@ellenment
@chic0junit
@shomaker
@hitesh_gunner
@mandi1349
@careynvdc

Top Tweeters in G7:
@sofi
@kevsben
@evenfinancial
@gomotorefi

Top Tweeters in G8:
@tjgotthis
@elianconlu
@decyjan_p

Top Tweeters in G9:
@botblacktech
@caplady1225
@developoneill

Top Tweeters in G10:
@gogravityonline
@jason_magboo