dctech, Twitter, 3/2/2021 7:25:19 AM, 249914


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dctech_2021-03-01_22-33-32.xlsx
dctech_2021-03-01_22-33-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 02, 2021
Short Description:
dctech via NodeXL https://bit.ly/3sFadUf
@technicallydc
@riseofrest
@frankgruber
@ohmichgee
@changeluka
@jag_____
@weareclasstech
@onwardsandrew
@joseph_santoro
@dctech_76

Top hashtags:
#dctech
#washingtondc
#maryland
#virginia
#dmvmovers
#officemovers

Description:
Description
The graph represents a network of 192 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 March 2021 at 06:33 UTC.

The requested start date was Tuesday, 02 March 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 13-day, 20-hour, 42-minute period from Tuesday, 16 February 2021 at 02:08 UTC to Monday, 01 March 2021 at 22:51 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 : 192
Unique Edges : 175
Edges With Duplicates : 198
Total Edges : 373
Number of Edge Types : 5
Retweet : 58
MentionsInRetweet : 115
Mentions : 69
Tweet : 110
Replies to : 21
Self-Loops : 110
Reciprocated Vertex Pair Ratio : 0.0601092896174863
Reciprocated Edge Ratio : 0.11340206185567
Connected Components : 70
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 165
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.39738
Graph Density : 0.00529013961605585
Modularity : 0.516467
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 192 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 March 2021 at 06:33 UTC.

The requested start date was Tuesday, 02 March 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 13-day, 20-hour, 42-minute period from Tuesday, 16 February 2021 at 02:08 UTC to Monday, 01 March 2021 at 22:51 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:
[19] https://www.furnitureexpertsmovers.com/
[5] http://technical.ly/dc/2021/02/26/michelai-graham-dctech-farewell
[4] https://2-daylaunchcampvirtualpitchfeb.splashthat.com/
[4] https://engage.bah.com/Article/Redirect/1ad2b2d8-2ee7-4b7a-8aad-2e187b2b4687?uc=16822&g=bb54f9c8-d44f-40f0-a00b-83a5524856df&f=213324
[2] http://technical.ly/dc/2021/02/26/shorties-roundup-monday-properties-vr
[2] https://twitter.com/technicallydc/status/1365401758214815751
[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=151888071&utm_medium=social&utm_source=twitter&hss_channel=tw-568355696
[2] http://technical.ly/dc/2021/02/24/commerce-build-scale-grants
[2] https://www.smartcityworks.org/fairfax-innovation-challenge/
[2] https://www.meetup.com/Papers-We-Love-DC-NoVA/events/276408738/

Top URLs in Tweet in G1:
[19] https://www.furnitureexpertsmovers.com/
[2] https://docs.google.com/document/d/1skpAoJ-dFczHTNM5DaMxkEuEKXATAF5rv7fbP3eDaoU/edit?usp=sharing
[2] https://www.ordwaylabs.com/about/careers?utm_content=155052627&utm_medium=social&utm_source=twitter&hss_channel=tw-996048442005876737
[2] https://www.smartcityworks.org/fairfax-innovation-challenge/
[1] https://twitter.com/Clarabridge/status/1362418741158572033
[1] https://twitter.com/jasonlk/status/1362599128128098304
[1] https://twitter.com/rafcinco/status/1365081648627216386
[1] https://forms.gle/hpy8dKFwdURgoKMP7
[1] https://www.bbc.com/news/technology-56071437
[1] https://www.montejadedc.org/events/preparing-to-raise-capital-in-2021s-financial-marketplace/

Top URLs in Tweet in G2:
[5] http://technical.ly/dc/2021/02/26/michelai-graham-dctech-farewell
[2] http://technical.ly/dc/2021/02/24/commerce-build-scale-grants
[2] http://technical.ly/dc/2021/02/26/shorties-roundup-monday-properties-vr
[2] https://twitter.com/technicallydc/status/1365401758214815751
[1] http://technical.ly/dc/2021/02/16/inclusive-innovation-labs-in3-howard-canceled
[1] http://technical.ly/dc/2021/02/16/manager-does-not-equal-leader
[1] http://technical.ly/dc/2021/02/19/gw-momentai-transporation-ai
[1] http://technical.ly/dc/2021/02/23/howard-google-tech-exchange
[1] http://technical.ly/dc/2021/02/24/sciencelogic-105-million-hiring
[1] http://technical.ly/dc/2021/02/24/virtual-reality-business

Top URLs in Tweet in G4:
[1] https://joinclubhouse.com/event/MdZ3O8N7

Top URLs in Tweet in G6:
[4] https://engage.bah.com/Article/Redirect/1ad2b2d8-2ee7-4b7a-8aad-2e187b2b4687?uc=16822&g=bb54f9c8-d44f-40f0-a00b-83a5524856df&f=213324
[1] https://statescoop.com/aws-launches-govtechstart-govtech-startup-accelerator/
[1] https://thehill.com/changing-america/opinion/539404-as-the-us-innovation-ranking-falls-real-critical-thinking-is-needed
[1] https://www.gsb.stanford.edu/insights/latino-entrepreneurs-face-can-overcome-funding-obstacles?sf138618516=1
[1] https://www.strangeloopcanon.com/p/the-new-space-race-what-took-so-long

Top URLs in Tweet in G7:
[1] https://twitter.com/WeAreClassTech/status/1359213102110298116

Top URLs in Tweet in G8:
[1] http://www.uxpadc.org/mentorship-program/

Top URLs in Tweet in G10:
[4] https://2-daylaunchcampvirtualpitchfeb.splashthat.com/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[92] dctech
[23] washingtondc
[21] maryland
[19] virginia
[19] dmvmovers
[19] officemovers
[19] furnitureexpertsmovers
[19] dcmovers
[19] fitnessequipmentmovers
[7] startups



Top Hashtags in Tweet in G1:
[30] dctech
[19] washingtondc
[19] virginia
[19] maryland
[19] dmvmovers
[19] officemovers
[19] furnitureexpertsmovers
[19] dcmovers
[19] fitnessequipmentmovers
[2] itjobs

Top Hashtags in Tweet in G2:
[26] dctech
[1] diversityintech
[1] digitalequity

Top Hashtags in Tweet in G4:
[3] dctech
[1] startup

Top Hashtags in Tweet in G6:
[5] dctech
[4] tech
[4] cybersecurity
[4] automation
[4] cybersec
[4] infosec
[4] natsec
[3] startup
[3] startuplife
[3] dmvstartup

Top Hashtags in Tweet in G7:
[4] riseofrest
[2] dctech

Top Hashtags in Tweet in G8:
[5] ux
[1] uxpa
[1] dcux
[1] dctech
[1] mentorship

Top Hashtags in Tweet in G9:
[1] dcps
[1] digitalequity
[1] dctech

Top Hashtags in Tweet in G10:
[4] dreambig
[4] dctech
[4] startups

Top Words
Top Words in Tweet in Entire Graph:
[92] #dctech
[69] dctech
[57] movers
[29] dc
[26] technicallydc
[26] ohmichgee
[24] day
[23] #washingtondc
[22] washington
[21] #maryland

Top Words in Tweet in G1:
[57] movers
[44] dctech
[30] #dctech
[21] dc
[19] top
[19] office
[19] furniture
[19] fitness
[19] equipment
[19] washington

Top Words in Tweet in G2:
[26] #dctech
[25] ohmichgee
[24] technicallydc
[17] half
[15] today
[14] feeling
[14] super
[14] last
[14] day
[14] wouldn

Top Words in Tweet in G3:
[3] both
[2] time
[2] account
[2] name

Top Words in Tweet in G4:
[6] join
[6] discussion
[6] dc
[6] startup
[6] community
[6] johnguidos
[6] noreaster
[6] gregarious
[6] jamierodota
[6] allieb

Top Words in Tweet in G5:
[3] tedcruz
[2] kotolout
[2] marlon
[2] brando
[2] explains
[2] snubbed
[2] academy
[2] awarded
[2] best
[2] actor

Top Words in Tweet in G6:
[5] #dctech
[4] #tech
[4] prioritize
[4] #cybersecurity
[4] #automation
[4] tasks
[4] steps
[4] #cybersec
[4] #infosec
[4] #natsec

Top Words in Tweet in G7:
[4] father
[4] school
[4] age
[4] kids
[4] #riseofrest
[4] backed
[4] weareclasstech
[4] ceo
[4] michaelchasen
[4] understands

Top Words in Tweet in G8:
[9] uxpadc
[5] mentorship
[5] program
[5] applications
[5] extended
[5] february
[5] 28
[5] 2021
[5] learn
[5] more

Top Words in Tweet in G9:
[6] cmlewisgeorgew4
[3] dcpublicschools
[3] thank
[3] listening
[3] parents
[3] introducing
[3] dcps
[2] digitalequitydc
[2] technolog

Top Words in Tweet in G10:
[4] watch
[4] pitch
[4] tonight
[4] part
[4] seedspot's
[4] day
[4] launch
[4] camp
[4] #dreambig
[4] #dctech

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] top,office
[19] office,movers
[19] movers,furniture
[19] furniture,movers
[19] movers,fitness
[19] fitness,equipment
[19] equipment,movers
[19] movers,washington
[19] washington,dc
[19] dc,call

Top Word Pairs in Tweet in G1:
[19] top,office
[19] office,movers
[19] movers,furniture
[19] furniture,movers
[19] movers,fitness
[19] fitness,equipment
[19] equipment,movers
[19] movers,washington
[19] washington,dc
[19] dc,call

Top Word Pairs in Tweet in G2:
[14] feeling,super
[14] super,today
[14] today,last
[14] last,day
[14] day,technicallydc
[14] technicallydc,wouldn
[14] wouldn,half
[14] half,confident
[14] confident,leap
[13] ohmichgee,feeling

Top Word Pairs in Tweet in G4:
[6] join,discussion
[6] discussion,dc
[6] dc,startup
[6] startup,community
[6] community,johnguidos
[6] johnguidos,noreaster
[6] noreaster,gregarious
[6] gregarious,jamierodota
[6] jamierodota,allieb
[5] frankgruber,join

Top Word Pairs in Tweet in G5:
[2] marlon,brando
[2] brando,explains
[2] explains,snubbed
[2] snubbed,academy
[2] academy,awarded
[2] awarded,best
[2] best,actor
[2] actor,godfather

Top Word Pairs in Tweet in G6:
[4] prioritize,#cybersecurity
[4] #cybersecurity,#automation
[4] #automation,tasks
[4] tasks,steps
[4] steps,#cybersec
[4] #cybersec,#infosec
[4] #infosec,#natsec
[3] #tech,#dctech
[3] #dctech,#dmvstartup
[3] joseph_santoro,prioritize

Top Word Pairs in Tweet in G7:
[4] father,school
[4] school,age
[4] age,kids
[4] kids,#riseofrest
[4] #riseofrest,backed
[4] backed,weareclasstech
[4] weareclasstech,ceo
[4] ceo,michaelchasen
[4] michaelchasen,understands
[4] understands,challenges

Top Word Pairs in Tweet in G8:
[5] uxpadc,mentorship
[5] mentorship,program
[5] program,applications
[5] applications,extended
[5] extended,february
[5] february,28
[5] 28,2021
[5] 2021,learn
[5] learn,more
[5] more,being

Top Word Pairs in Tweet in G9:
[3] cmlewisgeorgew4,dcpublicschools
[3] dcpublicschools,thank
[3] thank,cmlewisgeorgew4
[3] cmlewisgeorgew4,listening
[3] listening,parents
[3] parents,introducing
[3] introducing,dcps
[2] digitalequitydc,cmlewisgeorgew4
[2] dcps,technolog

Top Word Pairs in Tweet in G10:
[4] watch,pitch
[4] pitch,tonight
[4] tonight,part
[4] part,seedspot's
[4] seedspot's,day
[4] day,launch
[4] launch,camp
[4] camp,#dreambig
[4] #dreambig,#dctech
[4] #dctech,#startups

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@technicallydc
@ohmichgee
@johnguidos
@noreaster
@gregarious
@jamierodota
@allieb
@frankgruber
@weareclasstech
@uxpadc

Top Mentioned in G2:
@technicallydc
@ohmichgee
@bytebackdc
@mondayre
@mayorbowser
@neximmune
@aaronksaunders
@in3dc
@bgirlventures
@iamshellybell

Top Mentioned in G3:
@woye1
@iyaboawokoya
@avalongroove
@alagakemi
@ovienews
@jeffphilips1
@ayooyalowo
@drjoeabah
@dctechafrica2
@emmaikumeh

Top Mentioned in G4:
@johnguidos
@noreaster
@gregarious
@jamierodota
@allieb
@frankgruber
@joinclubhouse
@paulsingh
@blake_hall
@establishedus

Top Mentioned in G5:
@tedcruz
@right_movies
@jim_jordan

Top Mentioned in G6:
@joseph_santoro
@awscloud
@aws_gov
@kmajerus

Top Mentioned in G7:
@weareclasstech
@michaelchasen
@riseofrest
@technicallydc
@ohmichgee

Top Mentioned in G8:
@uxpadc

Top Mentioned in G9:
@dcpublicschools
@digitalequitydc
@cmlewisgeorgew4

Top Mentioned in G10:
@seedspot
@videomagictech

Top Tweeters
Top Tweeters in Entire Graph:
@thehill
@max_sticks
@ayooyalowo
@skyserves
@emmaikumeh
@woye1
@avalongroove
@jeffphilips1
@round
@gdprai

Top Tweeters in G1:
@annanabananaxx
@harreynm
@_rmnlr
@_xtianace
@kemelatte
@mejewella
@iamlushelle
@justinlabel
@ricasimonn
@itsmetineeyy

Top Tweeters in G2:
@thesiliconhill
@presidentpat
@mikeviimusic
@jwalk35_
@prima_donne
@iamshellybell
@r_alexandria
@_lightningfield
@technical_ly
@nesstea_

Top Tweeters in G3:
@max_sticks
@ayooyalowo
@emmaikumeh
@woye1
@avalongroove
@jeffphilips1
@drjoeabah
@iyaboawokoya
@funmilayodanbo1
@akomscopy

Top Tweeters in G4:
@frankgruber
@noreaster
@gregarious
@paulsingh
@allieb
@startupofyear
@blake_hall
@onwardsandrew
@establishedus
@dctech_startup

Top Tweeters in G5:
@thehill
@tedcruz
@judiciarygop
@right_movies
@jim_jordan
@jamesbradleyca
@dctech_76
@kotolout

Top Tweeters in G6:
@joseph_santoro
@godfrey_g_
@cybazesocial
@techie_wiz
@awscloud
@botcybersec
@aws_gov
@kmajerus

Top Tweeters in G7:
@jag_____
@stevecase
@walk_35
@riseofrest
@michaelchasen
@weareclasstech

Top Tweeters in G8:
@round
@jhiggins
@dcux
@rachseng
@uxpadc

Top Tweeters in G9:
@dcpublicschools
@nzingatt
@rachdc7
@digitalequitydc
@cmlewisgeorgew4

Top Tweeters in G10:
@seedspot
@mob_advocacy
@signed_mob
@videomagictech


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