dctech, Twitter, 1/26/2021 1:04:10 PM, 246538


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dctech_2021-01-25_22-33-32.xlsx
dctech_2021-01-25_22-33-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 26, 2021
Short Description:
dctech via NodeXL https://bit.ly/2KNVqGv
@technicallydc
@thesiliconhill
@ordwaylabs
@carefirst
@dctech
@cathyhackl
@notfakebrendan
@dcalive
@gulatisa
@trainace

Top hashtags:
#dctech
#awenitedc
#cybersecurity
#infosec
#securityplus
#comptia
#dc
#dmvstartup
#startup

Description:
Description
The graph represents a network of 147 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, 26 January 2021 at 06:33 UTC.

The requested start date was Tuesday, 26 January 2021 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 11-day, 2-hour, 10-minute period from Tuesday, 12 January 2021 at 02:08 UTC to Saturday, 23 January 2021 at 04:19 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 : 147
Unique Edges : 119
Edges With Duplicates : 145
Total Edges : 264
Number of Edge Types : 5
Replies to : 22
Retweet : 47
MentionsInRetweet : 78
Tweet : 57
Mentions : 60
Self-Loops : 57
Reciprocated Vertex Pair Ratio : 0.0454545454545455
Reciprocated Edge Ratio : 0.0869565217391304
Connected Components : 50
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 31
Maximum Edges in a Connected Component : 87
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.979522
Graph Density : 0.00642996924797316
Modularity : 0.518692
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 147 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, 26 January 2021 at 06:33 UTC.

The requested start date was Tuesday, 26 January 2021 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 11-day, 2-hour, 10-minute period from Tuesday, 12 January 2021 at 02:08 UTC to Saturday, 23 January 2021 at 04:19 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/2021/01/20/inauguration-day-twitter
[4] https://www.bizjournals.com/baltimore/news/2020/12/07/cyber-experts-on-remote-work-opportunities.html?utm_content=150916086&utm_medium=social&utm_source=twitter&hss_channel=tw-18745151
[4] https://www.evanschambers.com/.../kayla-crosss-know-your-why
[4] https://www.bizjournals.com/baltimore/news/2020/12/07/cyber-experts-on-remote-work-opportunities.html?utm_content=150916085&utm_medium=social&utm_source=twitter&hss_channel=tw-568355696
[3] https://www.eventbrite.com/e/pitch-investors-get-funded-virtual-event-tickets-136302826423
[3] http://technical.ly/dc/2021/01/13/report-venture-capital-2-billion-vc-funding-2020
[2] https://blog.trainace.com/what-are-the-benefits-of-a-comptia-security-plus-certification-in-dc?utm_campaign=2021%20Q1%20Security%20Plus&utm_content=151888065&utm_medium=social&utm_source=twitter&hss_channel=tw-18745151
[2] https://dca-live.com/friday-hangouts?utm_content=151479362&utm_medium=social&utm_source=twitter&hss_channel=tw-996048442005876737
[2] https://dca-live.com/friday-hangouts?utm_content=151476391&utm_medium=social&utm_source=twitter&hss_channel=tw-996048442005876737
[2] http://technical.ly/dc/2021/01/14/power-moves-comcast-sba

Top URLs in Tweet in G1:
[1] https://www.nytimes.com/2021/01/13/technology/whatsapp-data.html
[1] https://twitter.com/itsmemarchanon/status/1350804813194248200
[1] http://technical.ly/dc/2021/01/20/inauguration-day-twitter
[1] https://twitter.com/ginoongje/status/1351833921571352576

Top URLs in Tweet in G2:
[2] http://technical.ly/dc/2021/01/20/inauguration-day-twitter
[2] http://technical.ly/dc/2021/01/13/report-venture-capital-2-billion-vc-funding-2020
[2] http://technical.ly/dc/2021/01/14/power-moves-comcast-sba
[1] http://technical.ly/dc/2021/01/21/ma-moves-acquisitions-politico-ee-news
[1] https://technical.ly/dc/2021/01/11/this-week-in-jobs-dmv-tune-up-edition-tech-hiring/
[1] http://technical.ly/dc/2021/01/15/posy-fertility-app-emily-ellis
[1] http://technical.ly/dc/2021/01/20/money-moves-aledade-quantum-xchange-comscore-boodleai
[1] http://technical.ly/dc/2021/01/12/dcode-biden-commercial-tech
[1] https://technical.ly/dc/2021/01/20/this-week-in-jobs-dmv-escape-edition-tech-hiring/

Top URLs in Tweet in G5:
[3] https://www.eventbrite.com/e/pitch-investors-get-funded-virtual-event-tickets-136302826423
[1] https://twitter.com/LindseyVParker/status/1122888307241836549
[1] http://technical.ly/dc/2021/01/20/inauguration-day-twitter
[1] http://technical.ly/dc/2021/01/13/report-venture-capital-2-billion-vc-funding-2020
[1] http://technical.ly/baltimore/2021/01/20/this-week-in-jobs-maryland-escape-edition-tech-hiring?utm_content=buffer6f789&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[4] https://www.bizjournals.com/baltimore/news/2020/12/07/cyber-experts-on-remote-work-opportunities.html?utm_content=150916086&utm_medium=social&utm_source=twitter&hss_channel=tw-18745151
[4] https://www.evanschambers.com/.../kayla-crosss-know-your-why
[2] https://blog.trainace.com/what-are-the-benefits-of-a-comptia-security-plus-certification-in-dc?utm_campaign=2021%20Q1%20Security%20Plus&utm_content=151888065&utm_medium=social&utm_source=twitter&hss_channel=tw-18745151
[1] https://blog.trainace.com/what-are-the-benefits-of-a-comptia-security-plus-certification-in-dc?utm_campaign=2021%20Q1%20Security%20Plus&utm_content=151888064&utm_medium=social&utm_source=twitter&hss_channel=tw-18745151

Top URLs in Tweet in G7:
[2] https://dca-live.com/friday-hangouts?utm_content=151479362&utm_medium=social&utm_source=twitter&hss_channel=tw-996048442005876737
[2] https://dca-live.com/friday-hangouts?utm_content=151476391&utm_medium=social&utm_source=twitter&hss_channel=tw-996048442005876737

Top URLs in Tweet in G9:
[1] https://www.zippia.com/front-end-developer-jobs/demographics/

Top URLs in Tweet in G10:
[4] https://www.bizjournals.com/baltimore/news/2020/12/07/cyber-experts-on-remote-work-opportunities.html?utm_content=150916085&utm_medium=social&utm_source=twitter&hss_channel=tw-568355696
[2] https://blog.trainace.com/what-are-the-benefits-of-a-comptia-security-plus-certification-in-dc?utm_campaign=2021%20Q1%20Security%20Plus&utm_content=151888067&utm_medium=social&utm_source=twitter&hss_channel=tw-191583062
[2] https://www.bizjournals.com/baltimore/news/2020/12/07/cyber-experts-on-remote-work-opportunities.html?utm_content=150916082&utm_medium=social&utm_source=twitter&hss_channel=tw-191583062

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[49] dctech
[9] awenitedc
[6] cybersecurity
[6] infosec
[5] securityplus
[5] comptia
[4] dc
[4] dmvstartup
[3] startup
[3] informationsecurity



Top Hashtags in Tweet in G1:
[2] dctech
[1] privacy

Top Hashtags in Tweet in G2:
[12] dctech
[1] inaugurationday

Top Hashtags in Tweet in G3:
[1] novità2021
[1] studiodevita
[1] dgtech
[1] consulenza
[1] informatica
[1] marketing
[1] strategiadigitale
[1] news
[1] italy

Top Hashtags in Tweet in G4:
[9] awenitedc
[1] dc
[1] xr
[1] awe
[1] business
[1] dctech
[1] tech
[1] ar
[1] vr

Top Hashtags in Tweet in G5:
[8] dctech
[1] inclusiveinnovation
[1] inaugurationday

Top Hashtags in Tweet in G6:
[4] dctech
[3] securityplus
[3] comptia
[3] cybersecurity
[3] infosec
[2] va
[2] md
[2] dc
[2] dcstartup
[2] ccna

Top Hashtags in Tweet in G7:
[6] dctech
[2] startup

Top Hashtags in Tweet in G8:
[2] dctech
[2] dataweekdc
[1] datadc
[1] datascience
[1] dataengineering

Top Hashtags in Tweet in G10:
[3] cybersecurity
[3] dctech
[3] infosec
[2] securityplus
[2] comptia
[2] informationsecurity
[2] fairfaxcounty
[2] pgcounty
[2] loudouncounty
[2] virginia

Top Words
Top Words in Tweet in Entire Graph:
[52] dctech
[49] #dctech
[19] hiring
[18] local
[18] sa
[16] work
[15] join
[14] more
[12] dc
[11] opportunities

Top Words in Tweet in G1:
[29] dctech
[12] sa
[8] ang
[5] ug
[5] nga
[4] ka
[4] nako
[4] lang
[4] kay
[3] kaayo

Top Words in Tweet in G2:
[12] #dctech
[5] dc
[5] more
[4] local
[3] hiring
[3] technicallydc
[2] companies
[2] dmv
[2] region
[2] jobs

Top Words in Tweet in G3:
[8] thesitesupply
[4] first
[3] same
[3] lady
[3] saw
[3] dardiac
[2] dctech
[2] bundle
[2] gamestop
[2] available

Top Words in Tweet in G4:
[10] join
[10] xr
[9] inaugural
[9] #awenitedc
[9] jan
[9] 26
[9] speakers
[9] air
[9] force
[9] world

Top Words in Tweet in G5:
[8] #dctech
[5] technicallydc
[4] maryland
[4] orgs
[4] hiring
[4] tech
[4] roles
[4] right
[4] tamethecloud
[4] carefirst

Top Words in Tweet in G6:
[8] work
[4] trainace
[4] #dctech
[4] local
[4] cyber
[4] experts
[4] weigh
[4] 'huge'
[4] hiring
[4] opportunities

Top Words in Tweet in G7:
[6] #dctech
[4] ordway
[4] founder
[4] ceo
[4] gulatisa
[4] dcalive
[4] hangout
[2] catch
[2] friday
[2] today

Top Words in Tweet in G8:
[5] 2021
[3] data
[2] datacommunitydc
[2] #dctech
[2] #dataweekdc
[2] save
[2] date
[2] 10
[2] october
[2] planning

Top Words in Tweet in G9:
[4] malchata
[4] longwing
[4] state
[4] js
[4] dctech
[4] slack
[3] relevant
[3] thing
[3] friend
[3] pointed

Top Words in Tweet in G10:
[6] local
[6] cyber
[6] experts
[6] weigh
[6] 'huge'
[6] hiring
[6] opportunities
[6] challenges
[6] remote
[6] work

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10] local,cyber
[10] cyber,experts
[10] experts,weigh
[10] weigh,'huge'
[10] 'huge',hiring
[10] hiring,opportunities
[10] opportunities,challenges
[10] challenges,remote
[10] remote,work
[9] join,inaugural

Top Word Pairs in Tweet in G1:
[4] sa,dctech
[3] ang,net
[3] ang,dctech
[3] taga,dctech
[2] salamat,dctech
[2] gkan,ug
[2] kaayo,ang
[2] tungod,sa
[2] ning,dctech
[2] putang,ina

Top Word Pairs in Tweet in G2:
[3] more,#dctech
[2] dmv,region
[2] comes,vc
[2] vc,good
[2] good,year
[2] year,dc
[2] dc,bradphil66
[2] bradphil66,#dctech
[2] presidential,administration
[2] administration,further

Top Word Pairs in Tweet in G3:
[3] first,lady
[3] dardiac,thesitesupply
[2] farewell,message
[2] message,first
[2] lady,melania
[2] melania,trump

Top Word Pairs in Tweet in G4:
[9] join,inaugural
[9] inaugural,#awenitedc
[9] #awenitedc,jan
[9] jan,26
[9] 26,speakers
[9] speakers,air
[9] air,force
[9] force,world
[9] world,bank
[9] bank,varjo

Top Word Pairs in Tweet in G5:
[4] maryland,orgs
[4] orgs,hiring
[4] hiring,tech
[4] tech,roles
[4] roles,right
[4] right,tamethecloud
[4] tamethecloud,carefirst
[4] carefirst,immutadata
[4] immutadata,redjackinc
[3] sign,pitch

Top Word Pairs in Tweet in G6:
[4] local,cyber
[4] cyber,experts
[4] experts,weigh
[4] weigh,'huge'
[4] 'huge',hiring
[4] hiring,opportunities
[4] opportunities,challenges
[4] challenges,remote
[4] remote,work
[4] read,more

Top Word Pairs in Tweet in G7:
[4] ordway,founder
[4] founder,ceo
[4] ceo,gulatisa
[2] catch,ordway
[2] gulatisa,dcalive
[2] dcalive,friday
[2] friday,hangout
[2] hangout,today
[2] today,#dctech
[2] #dctech,#startup

Top Word Pairs in Tweet in G8:
[2] #dataweekdc,2021
[2] 2021,save
[2] save,date
[2] date,10
[2] 10,october
[2] october,2021
[2] 2021,planning
[2] planning,contemplating
[2] contemplating,hosting
[2] hosting,data

Top Word Pairs in Tweet in G9:
[4] malchata,longwing
[4] state,js
[4] dctech,slack
[3] longwing,relevant
[3] relevant,thing
[3] thing,friend
[3] friend,pointed
[3] pointed,dctech
[3] slack,tell
[3] tell,skewed

Top Word Pairs in Tweet in G10:
[6] local,cyber
[6] cyber,experts
[6] experts,weigh
[6] weigh,'huge'
[6] 'huge',hiring
[6] hiring,opportunities
[6] opportunities,challenges
[6] challenges,remote
[6] remote,work
[3] secplusclasses,local

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@technicallydc
@cathyhackl
@carefirst
@thesitesupply
@trainace
@gulatisa
@dcalive
@tamethecloud
@immutadata
@redjackinc

Top Mentioned in G2:
@technicallydc
@bradphil66
@comcast
@sbagov
@greengensol
@advantiahealth
@politico
@eenewsupdates
@ordwaylabs
@pie_insurance

Top Mentioned in G3:
@thesitesupply
@dardiac
@flotus
@sagsmi
@dctech

Top Mentioned in G4:
@cathyhackl

Top Mentioned in G5:
@technicallydc
@tamethecloud
@carefirst
@immutadata
@redjackinc
@ilebow1
@technicallybmr
@startupgrinddc
@bradphil66
@thesiliconhill

Top Mentioned in G6:
@trainace
@ectech

Top Mentioned in G7:
@gulatisa
@dcalive
@technicallydc
@ordwaylabs
@pie_insurance
@carefirst

Top Mentioned in G8:
@datacommunitydc
@datasciencedc
@tlberglund
@nehapawar
@discdiver

Top Mentioned in G9:
@longwing
@malchata
@maco_nix

Top Mentioned in G10:
@secplusclasses
@advanced_sec

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@cybersecurityn8
@myloc_tracker
@o_g_log
@politico
@gdprai
@joseph_santoro
@danissejahm
@thesiliconhill

Top Tweeters in G1:
@lrmnttsmnl
@_xliyah
@fudgeebear_
@technical_ly
@cessmontero
@kylvillegas
@tomrisen
@_xtianace
@jewawawang
@harenpula11

Top Tweeters in G2:
@politico
@comcast
@eenewsupdates
@morningconsult
@boozallen
@sbagov
@apa
@technicallydc
@guidehouse
@dcodethegov

Top Tweeters in G3:
@craftyguru
@thesitesupply
@ogyungsavv
@dardiac
@dctech
@pete_cookd
@damonboyz
@studiodevita1
@sagsmi
@flotus

Top Tweeters in G4:
@o_g_log
@olilince
@vrretweeter
@cathyhackl
@kashyapvyaas
@masonrothman
@plutocero
@jasteinerman
@jimmyvainstein

Top Tweeters in G5:
@myloc_tracker
@thesiliconhill
@technicallybmr
@startupgrinddc
@msyassociates
@immutadata
@tamethecloud
@ilebow1
@redjackinc

Top Tweeters in G6:
@sectest9
@cybersecurityn8
@gdprai
@trainace
@iotcybersec24
@ectech
@chambersandre

Top Tweeters in G7:
@carefirst
@dcalive
@pie_insurance
@rsnesportz
@ordwaylabs
@gulatisa
@billingrevenue

Top Tweeters in G8:
@tlberglund
@datacommunitydc
@notfakebrendan
@adamrossnelson
@discdiver
@datasciencedc
@nehapawar

Top Tweeters in G9:
@maco_nix
@sachagreif
@longwing
@malchata
@agggka
@pkanane

Top Tweeters in G10:
@cybersec_feeds
@alix_lex
@lovescience15
@advanced_sec
@secplusclasses


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