dctech, Twitter, 9/15/2020 8:09:54 PM, 235198


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dctech_2020-09-14_22-34-40.xlsx
dctech_2020-09-14_22-34-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 15, 2020
Short Description:
dctech via NodeXL https://bit.ly/3c2ozqF
@thesiliconhill
@androidsummit
@bytebackdc
@priyankakomala
@donaldndoro
@thetechtrib
@dcstartupweek
@joseph_santoro
@technicallydc
@stcwdc

Top hashtags:
#dctech
#webdesign
#washingtondc
#ui
#development
#ux
#startup
#techcomm

Description:
Description
The graph represents a network of 196 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 September 2020 at 05:34 UTC.

The requested start date was Tuesday, 15 September 2020 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, 13-hour, 4-minute period from Tuesday, 01 September 2020 at 01:06 UTC to Monday, 14 September 2020 at 14:10 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 : 196
Unique Edges : 163
Edges With Duplicates : 324
Total Edges : 487
Number of Edge Types : 5
Mentions : 66
Retweet : 118
MentionsInRetweet : 168
Tweet : 119
Replies to : 16
Self-Loops : 119
Reciprocated Vertex Pair Ratio : 0.0643564356435644
Reciprocated Edge Ratio : 0.12093023255814
Connected Components : 55
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 90
Maximum Edges in a Connected Component : 288
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.408692
Graph Density : 0.00562532705389848
Modularity : 0.40167
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 196 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 September 2020 at 05:34 UTC.

The requested start date was Tuesday, 15 September 2020 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, 13-hour, 4-minute period from Tuesday, 01 September 2020 at 01:06 UTC to Monday, 14 September 2020 at 14:10 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:
[6] https://sloanreview.mit.edu/audio/how-to-spot-disruption-before-it-strikes/
[5] https://www.eventbrite.com/e/chapter-year-kickoff-celebration-tickets-118877964191
[4] http://technical.ly/dc/2020/09/03/these-10-startups-are-entering-techstars-first-future-of-longevity-accelerator
[4] https://byteback.org/cassandra-upskilled-upgraded-her-career/?utm_content=bufferd827b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://technical.ly/
[4] https://events.stcwdc.org/2021-summit-call-for-proposals-and-survey/
[3] http://technical.ly/dc/2020/09/11/virtual-dc-startup-week-2020-heres-what-to-expect-events
[3] https://devcommunity.org/
[3] https://www.nextgov.com/it-modernization/2020/08/nist-calls-standards-improve-forensic-capabilities-cloud/168051/
[2] https://www.eventbrite.com/e/dc-startup-week-2020-tickets-109721319420

Top URLs in Tweet in G1:
[1] https://twitter.com/Dammsssie/status/1300978945572007937
[1] https://www.inc.com/justin-bariso/google-career-certificates-plan-disrupt-college-degree-university-genius.html
[1] https://twitter.com/semil/status/1302406858922049536
[1] https://www.eventbrite.com/e/dc-startup-week-2020-tickets-109721319420
[1] https://twitter.com/FTI_SC/status/1303750158375694344
[1] https://blog.trainace.com/7-roles-comptia-security-training-can-prepare-you-for?utm_campaign=2020%20Q3%20Security%2B&utm_content=139411802&utm_medium=social&utm_source=twitter&hss_channel=tw-558951933
[1] https://blog.trainace.com/7-roles-comptia-security-training-can-prepare-you-for?utm_campaign=2020%20Q3%20Security%2B&utm_content=139411800&utm_medium=social&utm_source=twitter&hss_channel=tw-191583062

Top URLs in Tweet in G2:
[3] https://devcommunity.org/
[1] https://www.eventbrite.com/e/android-summit-2020-tickets-116528595165
[1] https://twitter.com/DcFlutter/status/1302251228240412673

Top URLs in Tweet in G3:
[3] https://byteback.org/cassandra-upskilled-upgraded-her-career/?utm_content=bufferd827b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://technical.ly/dc/2020/09/03/these-10-startups-are-entering-techstars-first-future-of-longevity-accelerator
[2] https://byteback.org/
[2] https://technical.ly/
[1] https://twitter.com/ByteBackDC/status/1304394272188309515
[1] https://byteback.org/putting-tech-within-reach-on-the-new-byteback-org/?utm_content=bufferea970&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://buff.ly/3hIiYaU
[1] https://technical.ly/dc/2020/09/02/gallaudet-university-launched-a-partnership-to-provide-a-more-accessible-app-for-the-deaf-and-hard-of-hearing-community-apptech-speech-recognition
[1] https://technical.ly/dc/2020/09/01/heres-what-you-can-do-with-taoti-creatives-new-virtual-event-platform
[1] https://technical.ly/dc/2020/08/31/3-ways-startup-founders-can-stretch-funding-thecut-obi-omile

Top URLs in Tweet in G4:
[1] http://technical.ly/dc/2020/09/03/these-10-startups-are-entering-techstars-first-future-of-longevity-accelerator
[1] https://twitter.com/dcstartupweek/status/1305259454359900166
[1] https://twitter.com/BeeckCenter/status/1300791791873073159
[1] https://twitter.com/venikunche/status/1300808906428551168
[1] https://twitter.com/upsidetravel/status/1303712321928335360
[1] https://twitter.com/WBJonline/status/1299590113467432960
[1] http://thetechtribune.com/10-best-tech-startups-in-washington-d-c/?utm_campaign=Featured
[1] Press&utm_content=138235650&utm_medium=social&utm_source=twitter&hss_channel=tw-1546426657
[1] http://thetechtribune.com/10-best-tech-startups-in-washington-d-c/
[1] https://sloanreview.mit.edu/audio/how-to-spot-disruption-before-it-strikes/

Top URLs in Tweet in G5:
[2] https://technical.ly/
[2] http://technical.ly/dc/2020/09/11/virtual-dc-startup-week-2020-heres-what-to-expect-events
[1] https://emamo.com/event/dc-startup-week-2020/promote
[1] https://www.eventbrite.com/e/dc-startup-week-2020-tickets-109721319420

Top URLs in Tweet in G6:
[1] https://byteback.org/cassandra-upskilled-upgraded-her-career/?utm_content=bufferd827b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[1] https://www.compass.com/careers/?gh_jid=1903621
[1] https://www.compass.com/careers/?gh_jid=2309634

Top URLs in Tweet in G9:
[5] https://sloanreview.mit.edu/audio/how-to-spot-disruption-before-it-strikes/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-020-1010-5
[1] https://www.influencive.com/how-to-create-an-effective-swot-analysis-and-mvp-fast/?utm_campaign=coschedule&utm_source=twitter&utm_medium=Influencive&utm_content=How%20to%20Create%20an%20Effective%20SWOT%20Analysis%20and%20MVP%20Fast

Top URLs in Tweet in G10:
[5] https://www.eventbrite.com/e/chapter-year-kickoff-celebration-tickets-118877964191
[4] https://events.stcwdc.org/2021-summit-call-for-proposals-and-survey/
[2] https://www.eventbrite.com/e/ux-writing-a-new-role-for-technical-communicators-tickets-118878445631

Top Domains
Top Domains in Tweet in Entire Graph:
[22] technical.ly
[15] twitter.com
[11] eventbrite.com
[7] byteback.org
[6] mit.edu
[4] trainace.com
[4] stcwdc.org
[3] thetechtribune.com
[3] devcommunity.org
[3] nextgov.com

Top Domains in Tweet in G1:
[3] twitter.com
[2] trainace.com
[1] inc.com
[1] eventbrite.com

Top Domains in Tweet in G2:
[3] devcommunity.org
[1] eventbrite.com
[1] twitter.com

Top Domains in Tweet in G3:
[17] technical.ly
[6] byteback.org
[2] twitter.com
[1] buff.ly

Top Domains in Tweet in G4:
[5] twitter.com
[3] thetechtribune.com
[1] technical.ly
[1] mit.edu
[1] bit.ly

Top Domains in Tweet in G5:
[4] technical.ly
[1] emamo.com
[1] eventbrite.com

Top Domains in Tweet in G6:
[1] byteback.org

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

Top Domains in Tweet in G9:
[5] mit.edu
[1] nature.com
[1] influencive.com

Top Domains in Tweet in G10:
[7] eventbrite.com
[4] stcwdc.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[159] dctech
[67] webdesign
[44] washingtondc
[38] ui
[30] development
[27] ux
[13] startup
[12] techcomm
[12] stcorg
[11] womenintech



Top Hashtags in Tweet in G1:
[6] dctech
[2] comptia
[2] securityplus
[2] cyberesecurity
[2] infosec
[1] tech
[1] assnchat
[1] association
[1] nonprofit
[1] ams

Top Hashtags in Tweet in G2:
[5] flutterweb
[4] dctech
[3] devcommunity
[2] androiddev
[2] cfp
[2] incredible
[1] androidsummit
[1] earlybird
[1] flutterdev

Top Hashtags in Tweet in G3:
[24] dctech
[3] womenintech
[3] blacktech
[2] digitaldivide
[2] digitalequity
[1] baltimoretech
[1] bmorenews
[1] dcnews
[1] dcstartupweek
[1] longevity

Top Hashtags in Tweet in G4:
[17] dctech
[7] startup
[4] startups
[1] digitaldivide
[1] cfp
[1] incredible
[1] womenintech
[1] dcstartupweek
[1] disruption
[1] startuplife

Top Hashtags in Tweet in G5:
[7] dctech
[2] dcstartupweek
[1] startups

Top Hashtags in Tweet in G6:
[7] womenintech
[2] dctech
[1] blacktech

Top Hashtags in Tweet in G7:
[2] dctech

Top Hashtags in Tweet in G8:
[2] internationalchocolateday
[2] belgian
[1] chocolate

Top Hashtags in Tweet in G9:
[6] tech
[6] innovation
[6] disruption
[6] startup
[6] startups
[6] startuplife
[3] dctech
[2] diabetes
[2] smartphone
[2] science

Top Hashtags in Tweet in G10:
[12] techcomm
[12] dctech
[12] stcorg
[5] stc21
[2] ux

Top Words
Top Words in Tweet in Entire Graph:
[159] #dctech
[67] #webdesign
[44] androidsummit
[44] #washingtondc
[43] dctech
[38] #ui
[30] #development
[27] #ux
[27] 2020
[25] please

Top Words in Tweet in G1:
[27] dctech
[7] sa
[6] #dctech
[5] naa
[5] ang
[4] pldt
[3] seed
[3] pa
[2] awit
[2] pag

Top Words in Tweet in G2:
[43] androidsummit
[21] excited
[20] drum
[20] rolll
[20] please
[20] announce
[20] 2020
[20] keynote
[20] speaker
[20] none

Top Words in Tweet in G3:
[24] #dctech
[6] bytebackdc
[6] technicallydc
[5] platform
[4] dc
[4] home
[4] burnout
[4] memorywell
[4] first
[4] techstars'

Top Words in Tweet in G4:
[17] #dctech
[11] revolution
[10] best
[8] top
[7] thetechtrib
[7] #startup
[7] technicallydc
[6] done
[6] again
[6] named

Top Words in Tweet in G5:
[11] dcstartupweek
[7] #dctech
[6] wednesday
[4] technicallydc
[4] panel
[4] part
[4] workplace
[4] superheroes
[4] great
[4] managers

Top Words in Tweet in G6:
[7] #womenintech
[7] personal
[6] hi
[6] gathering
[6] inputs
[6] upcoming
[6] talk
[6] branding
[6] women
[6] code

Top Words in Tweet in G7:
[2] hiring
[2] senior
[2] staff
[2] frontend
[2] fullstack
[2] roles
[2] compass
[2] #dctech
[2] remote
[2] help

Top Words in Tweet in G8:
[3] recipe
[2] #internationalchocolateday
[2] perfect
[2] opportunity
[2] use
[2] #belgian
[2] pride
[2] delicious
[2] biscuits

Top Words in Tweet in G9:
[6] #tech
[6] #innovation
[6] #disruption
[6] #startup
[6] #startups
[6] #startuplife
[5] joseph_santoro
[5] spot
[5] before
[5] strikes

Top Words in Tweet in G10:
[17] stc
[14] technical
[14] virtual
[12] #techcomm
[12] #dctech
[12] #stcorg
[11] come
[11] stcwdc
[10] june
[9] join

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[67] #webdesign,#dctech
[24] #dctech,#ui
[20] drum,rolll
[20] rolll,please
[20] please,excited
[20] excited,announce
[20] announce,2020
[20] 2020,androidsummit
[20] androidsummit,keynote
[20] keynote,speaker

Top Word Pairs in Tweet in G1:
[3] ang,dctech
[2] sa,dctech
[2] high,ping
[2] comptia's,security
[2] security,certification
[2] certification,very
[2] very,popular
[2] popular,professionals
[2] professionals,few
[2] few,years

Top Word Pairs in Tweet in G2:
[20] drum,rolll
[20] rolll,please
[20] please,excited
[20] excited,announce
[20] announce,2020
[20] 2020,androidsummit
[20] androidsummit,keynote
[20] keynote,speaker
[20] speaker,none
[19] androidsummit,drum

Top Word Pairs in Tweet in G3:
[4] home,burnout
[4] future,longevity
[4] longevity,accelerator
[3] cassandra,made
[3] made,change
[3] change,career
[3] career,success
[3] success,happiness
[3] happiness,#dctech
[3] #dctech,#womenintech

Top Word Pairs in Tweet in G4:
[6] done,again
[6] again,thetechtrib
[6] thetechtrib,named
[6] named,revolution
[6] revolution,growth
[6] growth,backed
[6] backed,optoroinc
[6] optoroinc,top
[6] top,best
[6] best,#startup

Top Word Pairs in Tweet in G5:
[4] panel,wednesday
[4] wednesday,part
[4] part,dcstartupweek
[4] dcstartupweek,workplace
[4] workplace,superheroes
[4] superheroes,great
[4] great,managers
[4] managers,secret
[4] secret,weapon
[4] weapon,loyal

Top Word Pairs in Tweet in G6:
[6] hi,#womenintech
[6] #womenintech,gathering
[6] gathering,inputs
[6] inputs,upcoming
[6] upcoming,talk
[6] talk,personal
[6] personal,branding
[6] branding,women
[6] women,code
[6] code,share

Top Word Pairs in Tweet in G7:
[2] hiring,senior
[2] senior,staff
[2] staff,frontend
[2] frontend,fullstack
[2] fullstack,roles
[2] roles,compass
[2] compass,#dctech
[2] #dctech,remote
[2] remote,help
[2] help,estate

Top Word Pairs in Tweet in G8:
[2] #internationalchocolateday,perfect
[2] perfect,opportunity
[2] opportunity,use
[2] use,#belgian
[2] #belgian,pride
[2] pride,delicious
[2] delicious,recipe
[2] recipe,biscuits

Top Word Pairs in Tweet in G9:
[6] #startup,#startups
[6] #startups,#startuplife
[5] spot,#disruption
[5] #disruption,before
[5] before,strikes
[5] strikes,#startup
[5] #startuplife,#innovation
[5] #innovation,#tech
[4] joseph_santoro,spot
[4] #tech,#d

Top Word Pairs in Tweet in G10:
[9] join,virtual
[9] virtual,celebration
[9] celebration,another
[9] another,successful
[9] successful,year
[9] year,stc
[9] stc,washington
[9] washington,dc
[9] dc,baltimore
[9] baltimore,chapter

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@androidsummit
@technicallydc
@cartisien
@dcstartupweek
@stcwdc
@thetechtrib
@bytebackdc
@priyankakomala
@optoroinc
@joseph_santoro

Top Mentioned in G2:
@androidsummit
@devcommunityorg
@dcflutter
@jaredalexander
@jayroo5245
@chethaase
@flutterdev

Top Mentioned in G3:
@bytebackdc
@technicallydc
@memorywell
@techstars
@taoticreative
@octodc
@shanazfc
@amiraelgawly
@theevareid
@jnsmall

Top Mentioned in G4:
@thetechtrib
@technicallydc
@optoroinc
@revolution
@aquicore
@shanazfc
@bytebackdc
@stcwdc
@androidsummit
@priyankakomala

Top Mentioned in G5:
@dcstartupweek
@technicallydc
@jszmajda
@koretskyrachel
@thesiliconhill
@givecampus

Top Mentioned in G6:
@priyankakomala
@womenintechchat
@womenintech_bfs
@womenintech
@womentechmakers
@womenwhocode
@venikunche
@bytebackdc

Top Mentioned in G7:
@compass
@troycroz
@rails
@golang
@reactjs
@typescript
@elasticsearch

Top Mentioned in G8:
@belphenomenal
@belgiumdefence
@ukinbelgium
@stadieper
@lastpostieper

Top Mentioned in G9:
@joseph_santoro

Top Mentioned in G10:
@stcwdc

Top Tweeters
Top Tweeters in Entire Graph:
@aaroncuddeback
@femtech_
@pldt_cares
@donaldndoro
@pennlive
@spark_radio_net
@smartecocity
@joseph_santoro
@thesiliconhill
@jag_____

Top Tweeters in G1:
@hnnhansgbt
@ctmatuguinas
@enzeb
@harreynm
@janarubyjjane
@mierclyteee
@mrylrxsgr
@xshampoo_
@cehcoursecom
@erikakimiya

Top Tweeters in G2:
@androiddevrtbot
@pooltable_mover
@fluttbot
@codeismail
@constellatio
@handstandsam
@pongappthailand
@adammc331
@madona_syombua
@chethaase

Top Tweeters in G3:
@botblacktech
@blackpeopledata
@ndickinsonwilde
@technical_ly
@techstars
@aaronksaunders
@jnsmall
@recursivefunk
@technicallydc
@seedspot

Top Tweeters in G4:
@donaldndoro
@thesiliconhill
@jag_____
@stevecase
@danberger
@revolution
@gabrielmrktg
@_amitm
@virtruprivacy
@thetechtrib

Top Tweeters in G5:
@webpreneur_guru
@codervj
@rkwdc
@gtmcknight
@tierrewright
@jszmajda
@dcstartupweek
@koretskyrachel
@givecampus

Top Tweeters in G6:
@femtech_
@womenintechchat
@venikunche
@womenintech
@womenwhocode
@womentechmakers
@priyankakomala
@womenintech_bfs
@podstartup

Top Tweeters in G7:
@compass
@troycroz
@golang
@reactjs
@elasticsearch
@rails
@typescript
@cm__powell

Top Tweeters in G8:
@ukinbelgium
@stadieper
@belgiumdefence
@belphenomenal
@chrisonraet
@lastpostieper
@erik_dctech

Top Tweeters in G9:
@joseph_santoro
@techie_wiz
@drewzola
@publichealthbot
@cyril_chiffot
@gabriel19971029

Top Tweeters in G10:
@shawneda
@dr_herman
@stcwdc
@ginnyredish
@communikateg