dctech, Twitter, 6/1/2021 5:58:08 AM, 256018


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dctech_2021-05-31_22-33-32.xlsx
dctech_2021-05-31_22-33-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 01, 2021
Short Description:
dctech via NodeXL https://bit.ly/3fDrJob
@thesiliconhill
@technicallydc
@dawndoesthemost
@dcfemtech
@getcities
@stcwdc
@rkwdc
@washingtonian
@justinlabel
@alxcodecoffee

Top hashtags:
#dctech
#techcomm
#kanban
#dcfemtech
#illustration
#acmwashingtondc
#acm
#startup

Description:
Description
The graph represents a network of 142 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, 01 June 2021 at 05:33 UTC.

The requested start date was Tuesday, 01 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, 12-hour, 42-minute period from Tuesday, 18 May 2021 at 00:19 UTC to Monday, 31 May 2021 at 13:02 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 : 142
Unique Edges : 142
Edges With Duplicates : 137
Total Edges : 279
Number of Edge Types : 5
Tweet : 61
Retweet : 51
MentionsInRetweet : 92
Mentions : 56
Replies to : 19
Self-Loops : 61
Reciprocated Vertex Pair Ratio : 0.0625
Reciprocated Edge Ratio : 0.117647058823529
Connected Components : 41
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 73
Maximum Edges in a Connected Component : 199
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.779643
Graph Density : 0.00764159424632904
Modularity : 0.434087
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 142 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, 01 June 2021 at 05:33 UTC.

The requested start date was Tuesday, 01 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, 12-hour, 42-minute period from Tuesday, 18 May 2021 at 00:19 UTC to Monday, 31 May 2021 at 13:02 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:
[9] https://www.eventbrite.com/e/kanban-and-technical-documentation-tickets-152163708749
[8] https://www.eventbrite.com/e/the-foundation-of-technical-illustration-tickets-134806242099
[3] https://www.meetup.com/Alexandria-Code-Coffee/events/278242409/
[2] https://twitter.com/AnnaMasonDC/status/1397235330147835904
[2] https://www.meetup.com/ACM-DC/events/277836595/?_xtd=gqFyqDYwNjUzMjEyoXCmaXBob25l&from=ref
[1] https://us02web.zoom.us/webinar/register/WN_gwWvZLRzTFyevSNzlChEhw
[1] https://twitter.com/AWS_Gov/status/1395409194048700419
[1] https://twitter.com/enewb/status/1394973876522729473
[1] https://www.washingtonian.com/2021/05/03/2021-tech-titans/
[1] https://technical.ly/dc/2021/05/28/prefect-chris-white-dev-orchestration

Top URLs in Tweet in G1:
[1] https://dc.gov/release/mayor-bowser-establishes-autonomous-vehicle-working-group
[1] https://insights.dice.com/2021-technology-jobs-salaries/?utm_source=twitter&utm_medium=social_media&utm_campaign=tech_salary_report_2021_twitter_organic_soft_reg
[1] https://www.linkedin.com/slink?code=dziEFmS
[1] https://www.notion.so/Founders-Checklist-Startup-Stack-263626c09aee4859b6e81d9edbfa861f
[1] https://news.crunchbase.com/news/proposed-changes-to-capital-gains-likely-to-affect-early-and-late-stage-vc-investing-differently/
[1] https://us02web.zoom.us/webinar/register/WN_gwWvZLRzTFyevSNzlChEhw

Top URLs in Tweet in G2:
[1] https://technical.ly/dc/2021/05/28/prefect-chris-white-dev-orchestration
[1] https://technical.ly/dc/2021/05/17/flatiron-school-women-take-tech
[1] https://technical.ly/dc/2021/05/24/reallist-connectors-impact
[1] https://technical.ly/dc/2021/05/28/targetdocs-joseph-leiva
[1] https://technical.ly/dc/2021/05/26/cybrary-apprenticeship-training
[1] https://technical.ly/dc/2021/05/18/international-entrepreneurship-rule
[1] https://technical.ly/dc/2021/05/18/modevs-voice-talks-just-won-a-webby
[1] https://technical.ly/dc/2021/05/20/howard-amazon-cloud
[1] https://technical.ly/dc/2021/05/20/ma-moves-sparkpost-scvx
[1] https://technical.ly/dc/2021/05/21/words-liive-gsv-cup

Top URLs in Tweet in G3:
[3] https://www.meetup.com/Alexandria-Code-Coffee/events/278242409/
[2] https://twitter.com/AnnaMasonDC/status/1397235330147835904
[1] https://twitter.com/AWS_Gov/status/1395409194048700419
[1] https://www.eventbrite.com/e/kanban-and-technical-documentation-tickets-152163708749
[1] https://twitter.com/Jason_Healey/status/1395747017507360773
[1] https://twitter.com/NoVaNode1/status/1395438145466822660
[1] https://twitter.com/OpenGovHub/status/1395828892196278273
[1] https://twitter.com/EmilyTav/status/1392634858745257987
[1] https://twitter.com/enewb/status/1394973876522729473
[1] https://www.startupgrind.com/events/details/startup-grind-tysons-corner-presents-persistence-vs-pivots-with-scott-case-of-upside/

Top URLs in Tweet in G5:
[1] https://www.washingtonian.com/2021/05/03/2021-tech-titans/
[1] https://www.washingtonian.com/2021/05/03/2021-tech-titans/#The-Entrepreneurs

Top URLs in Tweet in G6:
[1] https://form.typeform.com/to/ZP1XcJcs?mc_cid=95cd0f6b1f&mc_eid=67ebcd1fd7

Top URLs in Tweet in G8:
[1] https://twitter.com/StarPalace__/status/1396494704871542789

Top URLs in Tweet in G10:
[1] https://www.vox.com/identities/2019/8/26/20829771/slavery-textbooks-history?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[70] dctech
[17] techcomm
[9] kanban
[9] dcfemtech
[7] illustration
[3] acmwashingtondc
[3] acm
[3] startup
[3] tech
[3] meetup



Top Hashtags in Tweet in G1:
[8] dctech
[3] tech
[2] startup
[2] startups
[2] dmvstartup
[2] assnchat
[2] association
[2] nonprofit
[1] autonomous
[1] icymi

Top Hashtags in Tweet in G2:
[20] dctech

Top Hashtags in Tweet in G3:
[15] dctech
[3] meetup
[2] dctechcareers
[1] dcfemtech
[1] kanban
[1] techcomm
[1] virtualmeetup
[1] sociallytogether
[1] physicallydistant
[1] startup

Top Hashtags in Tweet in G5:
[2] dctech
[1] techtitans
[1] entrepreneurs
[1] dmvtech

Top Hashtags in Tweet in G6:
[8] dcfemtech
[1] dctech
[1] womenintech
[1] womeninstem

Top Hashtags in Tweet in G9:
[1] minusma
[1] monusco
[1] untso
[1] multilateralism
[1] unpeacekeepersday

Top Hashtags in Tweet in G10:
[2] iammyhistory
[1] changingthenarrative
[1] curiosityempowered
[1] dctech

Top Words
Top Words in Tweet in Entire Graph:
[70] #dctech
[35] edt
[28] 2021
[27] dctech
[20] technicallydc
[18] pm
[17] friday
[17] technical
[17] #techcomm
[12] june

Top Words in Tweet in G1:
[22] dctech
[8] #dctech
[4] mo
[3] yawa
[3] #tech
[3] sa
[3] oy
[3] ug
[2] made
[2] hinay

Top Words in Tweet in G2:
[20] #dctech
[7] technicallydc
[4] find
[4] developed
[4] big
[4] web
[4] startup
[4] plans
[4] add
[4] cybersecurity

Top Words in Tweet in G3:
[15] #dctech
[11] technicallydc
[4] thesiliconhill
[4] startup
[4] esports
[3] energy
[3] june
[3] 2021
[3] next
[3] alexandria

Top Words in Tweet in G4:
[3] dellcares
[3] dell
[3] dctech_76
[3] parts
[2] titusnation
[2] always
[2] richgel999
[2] fizzychicken
[2] months
[2] replace

Top Words in Tweet in G5:
[4] sea
[4] men
[4] spotted
[4] incredible
[4] women
[4] washingtonian's
[4] guide
[4] important
[4] innovative
[4] leaders

Top Words in Tweet in G6:
[8] good
[8] news
[8] nominations
[8] 2021
[8] #dcfemtech
[8] awards
[8] extended
[8] until
[8] friday
[8] june

Top Words in Tweet in G7:
[2] technicallydc
[2] columbia
[2] maryland's
[2] sparkpost
[2] acquires
[2] taxiforemail
[2] plus
[2] deals
[2] arlington
[2] capital

Top Words in Tweet in G9:
[2] 1948
[2] over
[2] 21
[2] 000
[2] belgian
[2] military
[2] took
[2] part
[2] 18
[2] peace

Top Words in Tweet in G10:
[3] history
[2] one
[2] many
[2] reasons
[2] curate
[2] stories
[2] word
[2] #iammyhistory

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] pm,edt
[14] #techcomm,#dctech
[9] wednesday,26
[9] 26,2021
[9] 2021,pm
[9] edt,pm
[9] edt,kanban
[9] kanban,technical
[9] technical,documentation
[9] documentation,#kanban

Top Word Pairs in Tweet in G1:
[2] #startup,#startups
[2] #assnchat,#association
[2] #association,#nonprofit

Top Word Pairs in Tweet in G2:
[3] implement,something
[3] something,custom
[3] custom,very
[3] very,quickly
[3] quickly,find
[3] find,developed
[3] developed,system
[3] system,such
[3] thinks,year's
[3] year's,reallist

Top Word Pairs in Tweet in G3:
[3] thesiliconhill,#dctech
[3] next,alexandria
[3] alexandria,code
[3] code,coffee
[3] coffee,#meetup
[3] #meetup,scheduled
[3] scheduled,saturday
[3] saturday,22
[3] 22,21
[3] 21,9am

Top Word Pairs in Tweet in G5:
[4] sea,men
[4] men,spotted
[4] spotted,incredible
[4] incredible,women
[4] women,washingtonian's
[4] washingtonian's,guide
[4] guide,important
[4] important,innovative
[4] innovative,leaders
[3] getcities,sea

Top Word Pairs in Tweet in G6:
[8] good,news
[8] news,nominations
[8] nominations,2021
[8] 2021,#dcfemtech
[8] #dcfemtech,awards
[8] awards,extended
[8] extended,until
[8] until,friday
[8] friday,june
[8] june,know

Top Word Pairs in Tweet in G7:
[2] technicallydc,columbia
[2] columbia,maryland's
[2] maryland's,sparkpost
[2] sparkpost,acquires
[2] acquires,taxiforemail
[2] taxiforemail,plus
[2] plus,deals
[2] deals,arlington
[2] arlington,capital
[2] capital,partners

Top Word Pairs in Tweet in G9:
[2] 1948,over
[2] over,21
[2] 21,000
[2] 000,belgian
[2] belgian,military
[2] military,took
[2] took,part
[2] part,18
[2] 18,peace
[2] peace,missions

Top Word Pairs in Tweet in G10:
[2] one,many
[2] many,reasons
[2] reasons,curate
[2] curate,stories
[2] stories,history
[2] history,word
[2] word,#iammyhistory

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@technicallydc
@dcfemtech
@washingtonian
@thesiliconhill
@sparkpost
@taxiforemail
@integritymc
@cybraryit
@safalpartners
@cffplus

Top Mentioned in G2:
@technicallydc
@cybraryit
@safalpartners
@cffplus
@kenanfikri
@potus
@prefectio
@gomodev
@voicetalksai
@thewebbyawards

Top Mentioned in G3:
@technicallydc
@thesiliconhill
@aws
@alxcodecoffee
@rkwdc
@sagesalvo
@wordsliive
@asugsvsummit
@etikoyan
@healp__

Top Mentioned in G4:
@dellcares
@fizzychicken
@richgel999
@titusnation

Top Mentioned in G5:
@washingtonian
@getcities
@abramsonjenny
@j_bisceglie
@bradleyml
@dawndoesthemost
@mccormick_group
@netabstraction

Top Mentioned in G6:
@dcfemtech

Top Mentioned in G7:
@technicallydc
@sparkpost
@taxiforemail
@integritymc
@f

Top Mentioned in G8:
@2point0movie
@__ravanan__

Top Mentioned in G9:
@belgiumun
@belgiumdefence

Top Mentioned in G10:
@curipow
@voxdotcom

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@__ravanan__
@dellcares
@humanre41270855
@foone
@botfemale
@joseph_santoro
@thesiliconhill
@voxdotcom
@sheilab25000494

Top Tweeters in G1:
@joseph_santoro
@theemicahrachel
@dicedotcom
@hwingo
@fudgeebear_
@rflcznrdrgz
@frauleinfreyn
@dconecity
@yoorll
@131kaharian

Top Tweeters in G2:
@awscloud
@thewebbyawards
@howardu
@cybraryit
@sonatype
@technicallydc
@gomodev
@cleanchoice
@justinlabel
@kenanfikri

Top Tweeters in G3:
@thesiliconhill
@thewilsoncenter
@sudhirsaxena18
@khoney
@startupgrind
@rkwdc
@robbiethegeek
@tscottcase
@fiscalnote
@asugsvsummit

Top Tweeters in G4:
@dellcares
@foone
@titusnation
@ribns
@steverockan
@fizzychicken
@mtgreenee
@richgel999
@cynical_cj
@complxee

Top Tweeters in G5:
@washingtonian
@janeparrish
@getcitiesleslie
@bradleyml
@mccormick_group
@bassbeatstreble
@abramsonjenny
@dawndoesthemost
@getcities
@j_bisceglie

Top Tweeters in G6:
@femtech_
@botfemale
@holytoastr
@dcartist
@bytebackdc
@dcfemtech
@hilliaryt
@sociallytkeyah

Top Tweeters in G7:
@sparkpost
@f
@g_schlossnagle
@taxiforemail
@integritymc

Top Tweeters in G8:
@__ravanan__
@_dctech
@2point0movie
@vigneshc10

Top Tweeters in G9:
@belgiumun
@belgiumdefence
@erik_dctech

Top Tweeters in G10:
@voxdotcom
@sheilab25000494
@curipow


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