dctech, Twitter, 6/15/2021 2:03:23 PM, 256952


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dctech_2021-06-14_22-33-32.xlsx
dctech_2021-06-14_22-33-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 15, 2021
Short Description:
dctech via NodeXL https://bit.ly/3zsdhXX
@thesiliconhill
@joseph_santoro
@technicallydc
@dctech_76
@cleanchoice
@avatardimension
@cybraryit
@jszmajda
@cathyhackl
@tscottcase

Top hashtags:
#dctech
#dmvstartup
#tech
#startup
#startuplife
#ai
#datascience

Description:
Description
The graph represents a network of 175 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, 15 June 2021 at 05:33 UTC.

The requested start date was Tuesday, 15 June 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, 17-hour, 45-minute period from Tuesday, 01 June 2021 at 03:19 UTC to Monday, 14 June 2021 at 21:04 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 : 175
Unique Edges : 158
Edges With Duplicates : 231
Total Edges : 389
Number of Edge Types : 5
Retweet : 95
MentionsInRetweet : 148
Replies to : 20
Mentions : 55
Tweet : 71
Self-Loops : 75
Reciprocated Vertex Pair Ratio : 0.0564102564102564
Reciprocated Edge Ratio : 0.106796116504854
Connected Components : 45
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 61
Maximum Edges in a Connected Component : 195
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.521683
Graph Density : 0.00676518883415435
Modularity : 0.501176
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 175 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, 15 June 2021 at 05:33 UTC.

The requested start date was Tuesday, 15 June 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, 17-hour, 45-minute period from Tuesday, 01 June 2021 at 03:19 UTC to Monday, 14 June 2021 at 21:04 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] https://hackernoon.com/amazon-web-services-a-beginner-friendly-overview-zt1235b7
[3] https://www.meetup.com/Alexandria-Code-Coffee/events/278557219/
[3] https://hackernoon.com/why-ai-wont-replace-your-testing-job-just-yet-8tj35jd
[3] https://www.theguardian.com/us-news/2021/jun/03/care-bots-on-the-rise-elder-care
[2] https://twitter.com/TechnicallyDC/status/1404464616525250574
[2] https://www.govloop.com/community/blog/do-you-need-a-sponsor-or-a-mentor/
[2] https://twitter.com/RoatMaria/status/1397922138108022798
[2] https://twitter.com/NASA_Technology/status/1403102607082729479
[2] https://www.zdnet.com/topic/analytics-turning-data-science-into-business-strategy/
[2] https://technical.ly/dc/2021/06/03/ma-moves-accenture-vemo-refirm

Top URLs in Tweet in G1:
[2] https://technical.ly/dc/2021/06/03/ma-moves-accenture-vemo-refirm
[2] https://twitter.com/NASA_Technology/status/1403102607082729479
[2] https://twitter.com/RoatMaria/status/1397922138108022798
[1] https://www.govloop.com/community/blog/do-you-need-a-sponsor-or-a-mentor/
[1] https://twitter.com/Hoyapreneur/status/1400550967117062148
[1] https://twitter.com/cpassariello/status/1402688467377672194
[1] https://twitter.com/DMPEDDC/status/1403412380915228672
[1] https://twitter.com/KevinBankston/status/1403423985019154432
[1] https://twitter.com/KevinBankston/status/1403424431838404609
[1] https://twitter.com/NSTMF/status/1404164178483499008

Top URLs in Tweet in G2:
[1] https://www.fugue.co/press/releases/fugue-expands-go-to-market-leadership-team-to-accelerate-growth-in-cloud-security-market?utm_campaign=2Q%202021%20Campaign&utm_content=168832345&utm_medium=social&utm_source=twitter&hss_channel=tw-2183433590
[1] https://radausa.com/careers#joinRADA
[1] https://www.bizjournals.com/washington/news/2021/06/04/moco-manufacturing-startup-xometry-files-for-100m.html?page=all
[1] https://www.infosecurity-magazine.com:443/news/mandiant-to-reemerge-fireeye/
[1] https://twitter.com/krsheymel/status/1402501773043003394
[1] https://twitter.com/bsisolak/status/1402169370277683200
[1] https://nexgent.com/cisco-certified-technician-data-center-cct-010-151-dctech/
[1] https://twitter.com/prefectio/status/1402996563979292691
[1] https://www.christcenteredgamer.com/reviews/pc-mac/7764-crisis-of-the-middle-ages-pc

Top URLs in Tweet in G3:
[4] https://hackernoon.com/amazon-web-services-a-beginner-friendly-overview-zt1235b7
[3] https://www.theguardian.com/us-news/2021/jun/03/care-bots-on-the-rise-elder-care
[3] https://hackernoon.com/why-ai-wont-replace-your-testing-job-just-yet-8tj35jd
[2] https://technical.ly/baltimore/2021/06/01/upsurge-startup-ecosystem-report/?utm_content=buffer34eab&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://hackernoon.com/5-best-data-curation-tools-for-computer-vision-in-2021-fp1i34vi
[2] https://hackernoon.com/low-code-development-helps-data-scientists-uncover-analytical-insights-6f3c35c8
[2] https://www.zdnet.com/topic/analytics-turning-data-science-into-business-strategy/
[1] https://www.govloop.com/community/blog/do-you-need-a-sponsor-or-a-mentor/
[1] https://www.wsj.com/articles/the-economic-recovery-is-here-rebound-jobs-stock-market-unemployment-biden-aid-package-11622642152
[1] https://www.bloomberg.com/news/articles/2021-06-01/biden-to-increase-u-s-contracts-awarded-to-minority-businesses?utm_campaign=socialflow-organic&cmpid=socialflow-twitter-businessweek&utm_source=twitter&utm_content=businessweek&utm_medium=social

Top URLs in Tweet in G4:
[1] https://stevivor.com/news/quantic-dream-doesnt-make-games-fags-cage-allegedly-says/
[1] https://solidairesinformatique.org/2021/05/31/quantic-dream-vs-lemonde-mediapart/

Top URLs in Tweet in G5:
[1] https://twitter.com/avatardimension/status/1404521010213310467
[1] https://twitter.com/CBSThisMorning/status/1402973112052895755

Top URLs in Tweet in G6:
[3] https://www.meetup.com/Alexandria-Code-Coffee/events/278557219/
[1] https://twitter.com/michaelaalthou1/status/1402009817506537483
[1] https://www.meetup.com/DC-JavaScript/events/277482671/

Top URLs in Tweet in G7:
[2] https://twitter.com/TechnicallyDC/status/1404464616525250574

Top URLs in Tweet in G8:
[1] https://twitter.com/wbjonline/status/1404395710833909761

Top URLs in Tweet in G9:
[1] https://app.getupside.com/job-locations/user-experience-researcher
[1] https://twitter.com/jimlanenova/status/1399691724419735553

Top URLs in Tweet in G10:
[1] https://www.diversifytech.co/changetheratio/christin-thompson

Top Domains
Top Domains in Tweet in Entire Graph:
[23] twitter.com
[21] technical.ly
[12] hackernoon.com
[4] meetup.com
[3] theguardian.com
[2] govloop.com
[2] zdnet.com
[2] technologyreview.com
[2] bloomberg.com
[1] simpletechnology.io

Top Domains in Tweet in G1:
[19] technical.ly
[11] twitter.com
[1] govloop.com
[1] bizj.us
[1] simplecast.com

Top Domains in Tweet in G2:
[3] twitter.com
[1] fugue.co
[1] radausa.com
[1] bizjournals.com
[1] infosecurity-magazine.com
[1] nexgent.com
[1] christcenteredgamer.com

Top Domains in Tweet in G3:
[12] hackernoon.com
[3] theguardian.com
[2] bloomberg.com
[2] technologyreview.com
[2] technical.ly
[2] zdnet.com
[1] govloop.com
[1] wsj.com
[1] transformationsolutions.pro
[1] govtech.com

Top Domains in Tweet in G4:
[1] stevivor.com
[1] solidairesinformatique.org

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

Top Domains in Tweet in G6:
[4] meetup.com
[1] twitter.com

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

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

Top Domains in Tweet in G9:
[1] getupside.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] diversifytech.co

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[92] dctech
[18] dmvstartup
[18] tech
[10] startup
[9] startuplife
[9] ai
[8] datascience
[8] artificialintelligence
[7] fullstack
[7] startups



Top Hashtags in Tweet in G1:
[37] dctech
[1] mentorship
[1] leadership
[1] success
[1] startuplife
[1] cybertalent
[1] slack
[1] community
[1] tech
[1] innovation

Top Hashtags in Tweet in G2:
[4] dctech
[1] startups
[1] cspm
[1] cloudsecurity
[1] engineerjobs
[1] defenseindustry
[1] advocacy
[1] cisco
[1] cct
[1] certifications

Top Hashtags in Tweet in G3:
[22] dctech
[18] dmvstartup
[17] tech
[9] startup
[9] ai
[8] startuplife
[8] artificialintelligence
[8] datascience
[6] startups
[6] ml

Top Hashtags in Tweet in G5:
[2] volumetricvideo
[2] dctech
[2] metaverse
[1] holograms
[1] volumetric
[1] avatars
[1] nfts
[1] business

Top Hashtags in Tweet in G6:
[7] fullstack
[5] dctech
[4] meetup
[2] virtualmeetup
[1] physicallydistant
[1] sociallyconnected
[1] javascript
[1] physicallyseperated
[1] sociallytogether

Top Hashtags in Tweet in G7:
[2] dctech

Top Hashtags in Tweet in G8:
[3] dctech
[3] obviouslydc

Top Hashtags in Tweet in G9:
[4] ux
[4] dctech
[3] 24hoursofux
[3] designops
[1] research

Top Hashtags in Tweet in G10:
[1] diversifytech
[1] dctech
[1] reactjs
[1] nodejs

Top Words
Top Words in Tweet in Entire Graph:
[90] #dctech
[33] dctech
[24] dc
[21] joseph_santoro
[18] #dmvstartup
[18] #tech
[17] going
[17] technicallydc
[17] thesiliconhill
[16] team

Top Words in Tweet in G1:
[37] #dctech
[17] technicallydc
[17] thesiliconhill
[9] digital
[8] renewable
[8] energy
[8] industry
[8] tweet
[7] ceo
[7] company

Top Words in Tweet in G2:
[23] dctech
[6] sa
[6] oy
[4] #dctech
[3] yawa
[3] go
[3] team
[3] ang
[2] lang
[2] nga

Top Words in Tweet in G3:
[22] #dctech
[20] joseph_santoro
[18] #dmvstartup
[17] #tech
[10] human
[9] #startup
[9] #ai
[8] #startuplife
[8] #artificialintelligence
[8] #datascience

Top Words in Tweet in G4:
[4] cynical_cj
[4] over
[3] jaymo_motions
[3] good
[3] dctech_76
[2] tuckercarlson
[2] nancymace
[2] neighbors
[2] know
[2] saying

Top Words in Tweet in G5:
[15] avatardimension
[13] exciting
[13] day
[13] team
[13] fully
[13] moved
[13] permanent
[13] space
[13] dc
[13] area

Top Words in Tweet in G6:
[7] join
[7] thursday
[7] flybayer
[7] going
[7] lead
[7] session
[7] blitz_js
[7] #fullstack
[7] reactjs
[7] framework

Top Words in Tweet in G7:
[2] #dctech
[2] fullmeasureed
[2] fulcrumequity

Top Words in Tweet in G8:
[3] solid
[3] work
[3] leading
[3] tremendous
[3] growth
[3] prefectio
[3] #dctech
[3] #obviouslydc
[2] falcicchio

Top Words in Tweet in G9:
[4] #ux
[4] #dctech
[3] jimlanenova
[3] #24hoursofux
[3] kicks
[3] tonight
[3] 11pmet
[3] runs
[3] until
[3] midnight

Top Words in Tweet in G10:
[6] make
[4] looking
[3] hey
[3] chrissyfcodes
[3] first
[3] dev
[3] role
[3] let's
[3] happen
[3] company

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16] #dctech,#dmvstartup
[13] exciting,day
[13] day,team
[13] team,avatardimension
[13] avatardimension,fully
[13] fully,moved
[13] moved,permanent
[13] permanent,space
[13] space,dc
[13] dc,area

Top Word Pairs in Tweet in G1:
[8] renewable,energy
[7] news,tweet
[7] tweet,email
[7] email,hello
[7] hello,thesiliconhill
[6] thesiliconhill,news
[5] entrepreneurs,learn
[5] learn,lot
[5] lot,going
[5] going,renewable

Top Word Pairs in Tweet in G2:
[4] dctech,oy
[2] ug,dctech

Top Word Pairs in Tweet in G3:
[16] #dctech,#dmvstartup
[7] history,#artificialintelligence
[7] #artificialintelligence,filled
[7] filled,examples
[7] examples,human
[7] human,designed
[7] designed,solutions
[7] solutions,gave
[7] gave,way
[6] #startup,#startups

Top Word Pairs in Tweet in G4:
[3] jaymo_motions,cynical_cj
[2] over,over
[2] over,again

Top Word Pairs in Tweet in G5:
[13] exciting,day
[13] day,team
[13] team,avatardimension
[13] avatardimension,fully
[13] fully,moved
[13] moved,permanent
[13] permanent,space
[13] space,dc
[13] dc,area
[13] area,ready

Top Word Pairs in Tweet in G6:
[7] join,thursday
[7] thursday,flybayer
[7] flybayer,going
[7] going,lead
[7] lead,session
[7] session,blitz_js
[7] blitz_js,#fullstack
[7] #fullstack,reactjs
[7] reactjs,framework
[6] dcjavascript,join

Top Word Pairs in Tweet in G8:
[3] solid,work
[3] work,leading
[3] leading,tremendous
[3] tremendous,growth
[3] growth,prefectio
[3] prefectio,#dctech
[3] #dctech,#obviouslydc
[2] falcicchio,solid

Top Word Pairs in Tweet in G9:
[3] #24hoursofux,kicks
[3] kicks,tonight
[3] tonight,11pmet
[3] 11pmet,runs
[3] runs,until
[3] until,midnight
[3] midnight,wednesday
[3] wednesday,june
[3] june,9thet
[3] 9thet,excited

Top Word Pairs in Tweet in G10:
[3] hey,chrissyfcodes
[3] chrissyfcodes,looking
[3] looking,first
[3] first,dev
[3] dev,role
[3] role,let's
[3] let's,make
[3] make,happen
[3] happen,company
[3] company,hiring

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@joseph_santoro
@technicallydc
@avatardimension
@cathyhackl
@thesiliconhill
@cleanchoice
@flybayer
@blitz_js
@reactjs
@dcjavascript

Top Mentioned in G1:
@technicallydc
@thesiliconhill
@cleanchoice
@tommatzzie
@tscottcase
@flikshop
@orangeuphq
@cybraryit
@anthonymhoang
@rkwdc

Top Mentioned in G3:
@joseph_santoro
@sinoceros
@sechaney
@govloop
@andrewbrust

Top Mentioned in G4:
@cynical_cj
@foone
@theleegreenwood
@nancymace
@jaymo_motions
@tuckercarlson

Top Mentioned in G5:
@avatardimension
@cathyhackl
@60minutes

Top Mentioned in G6:
@flybayer
@blitz_js
@reactjs
@dcjavascript
@alxcodecoffee

Top Mentioned in G7:
@fullmeasureed
@fulcrumequity
@bcvp

Top Mentioned in G8:
@prefectio
@falcicchio

Top Mentioned in G9:
@jimlanenova
@getupside

Top Mentioned in G10:
@chrissyfcodes
@venikunche

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@friday_js_bot
@artificialbra1n
@myloc_tracker
@morolswediu
@mashable
@o_g_log
@mrtallerjerry
@thecuriousluke
@godfrey_g_

Top Tweeters in G1:
@myloc_tracker
@thesiliconhill
@johnsnowmtainer
@energyreferralx
@caplady1225
@morningconsult
@apowersb
@cybraryit
@cendemtech
@flikshop

Top Tweeters in G2:
@theemicahrachel
@brailllynn
@pwintheeeth
@teearamarleyy
@harreynm
@srmsgnyz
@gaddyj21
@divinegames
@elamayoo
@cheeseecate

Top Tweeters in G3:
@chidambara09
@artificialbra1n
@mrtallerjerry
@thecuriousluke
@godfrey_g_
@periscopeislit
@education_24x7
@discriminantbot
@joseph_santoro
@lovescience15

Top Tweeters in G4:
@mashable
@rawstory
@foone
@lazygamereviews
@adequate_scott
@scottbaio
@theleegreenwood
@mtgreenee
@jaymo_motions
@realcandaceo

Top Tweeters in G5:
@o_g_log
@fullnam35087976
@bjeaglefeather
@nanotrac
@bubblejunction
@streamlab_za
@nealstimler
@cathyhackl
@jamesdoody75
@mylovepolice

Top Tweeters in G6:
@morolswediu
@_funbot
@sprint_code
@jfc3
@jakerella
@flybayer
@robbiethegeek
@reactjs
@blitz_js
@dcjavascript

Top Tweeters in G7:
@jcaplain
@bcvp
@fulcrumequity
@fullmeasureed

Top Tweeters in G8:
@jimslatterydc
@falcicchio
@lindseyvparker
@prefectio

Top Tweeters in G9:
@jimlanenova
@jhiggins
@dcux
@getupside

Top Tweeters in G10:
@friday_js_bot
@venikunche
@aishadeshmukh_
@chrissyfcodes


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