civichall, Twitter, 11/22/2019 4:24:23 PM, 217041


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civichall_2019-11-22_07-13-46.xlsx
civichall_2019-11-22_07-13-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 22, 2019
Short Description:
civichall via NodeXL http://bit.ly/34dkYBx
@civichall
@motorious_tv
@gaelle_sutton
@brucekushnick
@dejikokun
@codeforpdx
@colorofchange
@fisher_danar
@ubuntubot2075
@christuttle

Top hashtags:
#americanresistance
#civictech
#firstpost
#attend
#membermonday
#501technyc

Description:
Description
The graph represents a network of 202 Twitter users whose tweets in the requested range contained "civichall", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 22 November 2019 at 15:13 UTC.

The requested start date was Friday, 22 November 2019 at 13:48 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 6-hour, 35-minute period from Friday, 08 November 2019 at 13:49 UTC to Thursday, 21 November 2019 at 20:25 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 : 202
Unique Edges : 303
Edges With Duplicates : 167
Total Edges : 470
Number of Edge Types : 3
Tweet : 44
Mentions : 408
Replies to : 18
Self-Loops : 44
Reciprocated Vertex Pair Ratio : 0.0983606557377049
Reciprocated Edge Ratio : 0.17910447761194
Connected Components : 10
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 187
Maximum Edges in a Connected Component : 433
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.027489
Graph Density : 0.00825082508250825
Modularity : 0.508563
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 202 Twitter users whose tweets in the requested range contained "civichall", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 22 November 2019 at 15:13 UTC.

The requested start date was Friday, 22 November 2019 at 13:48 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 6-hour, 35-minute period from Friday, 08 November 2019 at 13:49 UTC to Thursday, 21 November 2019 at 20:25 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 : civichall
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:
[7] https://civichall.org/eventbrite-event/american-resistance-a-fireside-chat-with-author-dana-r-fisher/
[4] https://civichall.org/civicist/applications/
[4] https://civichall.org/civicist/how-color-of-change-is-reimagining-organizing/
[4] http://eepurl.com/chnvPn
[3] https://civichall.org/civicist/exit-to-community/
[3] https://www.amplifyher.nyc/assembly-forum
[2] https://civichall.org/civicist/empire-builders/
[2] https://civichall.org/civicist/antithesister-city/
[2] https://civictechfield.wpengine.com/
[2] https://tech.london/challenges

Top URLs in Tweet in G1:
[4] http://eepurl.com/chnvPn
[3] https://www.amplifyher.nyc/assembly-forum
[2] https://civichall.org/person/joshua-lamel/
[2] https://tech.london/challenges
[2] https://civictechfield.wpengine.com/
[1] https://www.bloomberg.com/news/articles/2019-11-05/am-i-being-tracked-at-work-plenty-of-warehouse-workers-are
[1] https://www.eventbrite.com/e/lunch-learn-us-census-bureau-tickets-76309462657
[1] https://civichall.org/person/adam-greene/
[1] https://civichall.org/civicist/exit-to-community/
[1] https://civichall.org/civicist/applications/

Top URLs in Tweet in G2:
[1] https://www.transit.dot.gov/funding/smartroute-systems-jeff-larson
[1] https://patents.justia.com/patent/20020169882

Top URLs in Tweet in G3:
[6] https://civichall.org/eventbrite-event/american-resistance-a-fireside-chat-with-author-dana-r-fisher/
[2] https://twitter.com/CivicHall/status/1193211702793457667
[2] https://www.google.com/search?ibp=htl;events&hl=en-US&kgs=d5a387d6cb9723b8&q=events&shndl=-1&source=sh/x/im/textlists/detail&entrypoint=sh/x/im/textlists/detail#fpstate=tldetail&htidocid=GCkgQK617KYh77xwJpA8-A%3D%3D&htivrt=events&htiq=events
[1] https://americanresistancebook.com/events/
[1] https://twitter.com/ColumbiaUP/status/1195329358950535168
[1] https://www.eventbrite.com/e/american-resistance-a-fireside-chat-with-author-dana-r-fisher-tickets-73701652627?utm_content=buffer33b0d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.eventbrite.com/e/american-resistance-a-fireside-chat-with-author-dana-r-fisher-tickets-73701652627?utm_content=buffere47f5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[1] https://link.medium.com/jLeJWBS2H1

Top URLs in Tweet in G6:
[1] https://twitter.com/TuttleCo/status/1195123847810310144
[1] https://local.nten.org/events/details/nten-new-york-presents-culture-eats-philanthropy-for-breakfast-happy-hour-edition/

Top URLs in Tweet in G8:
[3] https://civichall.org/civicist/how-color-of-change-is-reimagining-organizing/
[1] https://civichall.org/civicist/how-color-of-change-is-reimagining-organizing/?utm_content=105850192&utm_medium=social&utm_source=twitter&hss_channel=tw-412435981

Top URLs in Tweet in G9:
[2] https://civichall.org/civicist/code-america-10-reflections-decade-tech-driven-engagement/

Top URLs in Tweet in G10:
[1] https://zg.com/
[1] https://zgcom.zendesk.com/hc/ko/articles/360036136211-11%EC%9B%9412%EC%9D%BC17-00-CVC-USDT-CVC-BTC-CVC-ETH-%EB%A7%88%EC%BC%93-%EC%98%A4%ED%94%88-%EC%95%88%EB%82%B4
[1] http://www.zg.com/
[1] https://medium.com/@zg.com/new-zg-com-listing-dash-dash-c5f48b3995b1

Top Domains
Top Domains in Tweet in Entire Graph:
[29] civichall.org
[12] twitter.com
[6] eventbrite.com
[4] eepurl.com
[3] amplifyher.nyc
[3] queenzone.com
[2] knightfoundation.org
[2] wpengine.com
[2] lg.jp
[2] tech.london

Top Domains in Tweet in G1:
[8] civichall.org
[6] twitter.com
[4] eepurl.com
[4] eventbrite.com
[3] amplifyher.nyc
[2] tech.london
[2] wpengine.com
[2] knightfoundation.org
[1] bloomberg.com
[1] bamboohr.com

Top Domains in Tweet in G2:
[1] dot.gov
[1] justia.com

Top Domains in Tweet in G3:
[6] civichall.org
[3] twitter.com
[2] google.com
[2] eventbrite.com
[1] americanresistancebook.com

Top Domains in Tweet in G5:
[1] medium.com

Top Domains in Tweet in G6:
[1] twitter.com
[1] nten.org

Top Domains in Tweet in G8:
[4] civichall.org

Top Domains in Tweet in G9:
[2] civichall.org

Top Domains in Tweet in G10:
[2] zg.com
[1] zendesk.com
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] americanresistance
[18] civictech
[9] firstpost
[7] attend
[5] membermonday
[5] 501technyc
[5] friday
[4] apply
[3] tech
[3] amplifyher



Top Hashtags in Tweet in G1:
[13] civictech
[8] firstpost
[4] membermonday
[4] apply
[3] attend
[3] americanresistance
[3] amplifyher
[3] newyork
[3] 2020races
[2] intheloop

Top Hashtags in Tweet in G2:
[1] masscustomizationpatent

Top Hashtags in Tweet in G3:
[19] americanresistance
[5] friday
[4] attend
[3] nyc
[2] markyourcalendar
[1] activism
[1] politics
[1] govtechsummit

Top Hashtags in Tweet in G6:
[4] 501technyc
[3] nonprofits
[1] fixitkish
[1] leadingwell
[1] nonprofit
[1] nycnonprofits

Top Hashtags in Tweet in G7:
[1] membermonday
[1] osic

Top Hashtags in Tweet in G8:
[2] textathons
[2] relationalorganizing

Top Hashtags in Tweet in G9:
[5] civictech
[1] firstpost

Top Words
Top Words in Tweet in Entire Graph:
[127] Words in Sentiment List#1: Positive
[21] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3902] Non-categorized Words
[4050] Total Words
[97] civichall
[32] fisher_danar
[32] joanwalsh
[23] nyc
[22] tech

Top Words in Tweet in G1:
[34] civichall
[13] #civictech
[12] more
[11] civic
[11] tech
[8] learn
[8] rsvp
[8] latest
[8] edition
[8] #firstpost

Top Words in Tweet in G2:
[5] nycbigapps
[5] ubuntu
[5] hopstop
[5] viamichelin
[4] civichall
[4] ubuntubot2075
[4] canonical
[4] noaasatellites
[4] hopstopnyc
[4] amd

Top Words in Tweet in G3:
[36] civichall
[28] joanwalsh
[27] fisher_danar
[20] mlsif
[19] #americanresistance
[15] next
[14] 15
[13] friday
[13] event
[11] book

Top Words in Tweet in G4:
[2] bien

Top Words in Tweet in G6:
[12] nyc
[11] funddiva
[9] christuttle
[8] ntenorg
[6] see
[6] tonight
[6] rsvp
[6] meetup
[6] learn
[6] create

Top Words in Tweet in G7:
[2] civichall
[2] part

Top Words in Tweet in G8:
[6] face
[4] colorofchange
[4] joy
[4] build
[3] center
[3] black
[2] power
[2] using
[2] #textathons
[2] launch

Top Words in Tweet in G9:
[7] years
[6] codeforamerica
[6] aschrock
[5] history
[5] celebration
[5] reaching
[5] 10
[5] civic
[5] tech
[5] written

Top Words in Tweet in G10:
[7] cvc
[2] 11월
[2] 12일
[2] 00
[2] gmt
[2] 오픈합니다
[2] usdt
[2] btc
[2] civickey
[2] civicknowledge

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[17] joanwalsh,mlsif
[17] #americanresistance,joanwalsh
[11] author,fisher_danar
[11] fisher_danar,discusses
[11] discusses,activism
[11] activism,politics
[11] politics,book
[10] 11,15
[9] more,latest
[9] latest,edition

Top Word Pairs in Tweet in G1:
[8] more,latest
[8] latest,edition
[8] edition,#firstpost
[7] much,more
[6] #civictech,world
[5] weekly,newsletter
[5] meetup's,future
[5] future,wework
[5] wework,loomio
[5] loomio,reboots

Top Word Pairs in Tweet in G2:
[4] nycbigapps,civichall
[4] civichall,ubuntu
[4] ubuntu,ubuntubot2075
[4] ubuntubot2075,canonical
[4] canonical,noaasatellites
[4] noaasatellites,hopstopnyc
[4] hopstopnyc,hopstop
[4] hopstop,viamichelin
[4] viamichelin,amd
[3] motorious_tv,nycbigapps

Top Word Pairs in Tweet in G3:
[16] joanwalsh,mlsif
[15] #americanresistance,joanwalsh
[9] author,fisher_danar
[9] fisher_danar,discusses
[9] discusses,activism
[9] activism,politics
[9] politics,book
[8] 11,15
[8] mlsif,civichall
[8] american,resistance

Top Word Pairs in Tweet in G6:
[6] nyc,see
[6] see,tonight
[6] tonight,rsvp
[6] rsvp,ntenorg
[6] ntenorg,nyc
[6] nyc,meetup
[6] meetup,learn
[6] learn,funddiva
[6] funddiva,create
[6] create,winning

Top Word Pairs in Tweet in G8:
[3] joy,build
[3] black,joy
[3] face,face
[2] colorofchange,using
[2] using,#textathons
[2] #textathons,launch
[2] launch,#relationalorganizing
[2] #relationalorganizing,program
[2] idea,colorofchange's
[2] colorofchange's,chief

Top Word Pairs in Tweet in G9:
[5] history,codeforamerica
[5] codeforamerica,celebration
[5] celebration,reaching
[5] reaching,10
[5] 10,years
[5] years,civic
[5] civic,tech
[5] tech,written
[5] written,aschrock
[5] aschrock,#civictech

Top Word Pairs in Tweet in G10:
[2] 11월,12일
[2] 00,gmt
[2] gmt,cvc
[2] cvc,usdt
[2] cvc,btc
[2] btc,cvc
[2] civickey,civicknowledge
[2] civicknowledge,civicaction
[2] civicaction,civichall

Top Replied-To
Top Replied-To in Entire Graph:
@civichall
@colorofchange
@jonahburke
@mr_miguel_g
@milesburnett
@fisher_danar
@clemencepene
@nycbigapps
@schutzsmith
@christuttle

Top Replied-To in G1:
@civichall
@jonahburke
@mr_miguel_g
@milesburnett
@smithstartup
@cognizant

Top Replied-To in G2:
@nycbigapps

Top Replied-To in G3:
@fisher_danar
@clemencepene
@anildash

Top Replied-To in G4:
@paulaforteza

Top Replied-To in G6:
@schutzsmith
@christuttle

Top Replied-To in G7:
@civichive

Top Replied-To in G8:
@colorofchange

Top Mentioned
Top Mentioned in Entire Graph:
@civichall
@joanwalsh
@fisher_danar
@mlsif
@funddiva
@ntenorg
@christuttle
@aridatoshokan
@amplifyhernyc
@codeforamerica

Top Mentioned in G1:
@civichall
@amplifyhernyc
@fisher_danar
@joanwalsh
@consensys
@infura_io
@nytechalliance
@sadiqkhan
@mlsif
@jlamel

Top Mentioned in G2:
@civichall
@ubuntu
@ubuntubot2075
@canonical
@noaasatellites
@hopstopnyc
@hopstop
@viamichelin
@amd
@motorious_tv

Top Mentioned in G3:
@civichall
@joanwalsh
@fisher_danar
@mlsif
@columbiaup
@vanessawruble
@wearemarchon
@ml
@mls
@egregoire

Top Mentioned in G4:
@openbudgetseu
@regardscitoyens
@opengovpart
@rayan_nezzar
@datactivi_st
@datagora
@romaintales
@openfisca
@maukoquiroga
@e_buge

Top Mentioned in G5:
@huffpostpol
@huffpostbiz
@huffpostcontrib
@huffposttech
@huffpostcomedy
@huffpostent
@huffpostwomen
@variety
@aclu
@civichall

Top Mentioned in G6:
@ntenorg
@funddiva
@christuttle
@civichall
@wholewhale

Top Mentioned in G7:
@civichall
@seunonigbinde
@opengovhub
@macfound
@fordfoundation
@opensociety
@obyezeks
@segalink
@frankdonga_

Top Mentioned in G8:
@colorofchange
@arishamichelle
@civichall
@orgempowerproj
@arsalan_bukhari

Top Mentioned in G9:
@codeforamerica
@aschrock
@codeforall
@civichall
@code4ca

Top Mentioned in G10:
@civickey
@civicknowledge
@civicaction
@civichall

Top Tweeters
Top Tweeters in Entire Graph:
@segalink
@huffpostpol
@variety
@heroesofmine
@cipherequality
@anildash
@tummler10
@mrothmanpetart
@bysilent
@kefish

Top Tweeters in G1:
@tummler10
@candiddotorg
@knightfdn
@cognizant
@cityandstateny
@sadiqkhan
@jwaggo
@marazepeda
@civichall
@sugaroverflow

Top Tweeters in G2:
@motorious_tv
@nyc_dot
@linuxfoundation
@ubuntubot2075
@mmtconline
@gm
@redhatpartners
@sapariba
@noaasatellites
@freescale

Top Tweeters in G3:
@heroesofmine
@anildash
@mrothmanpetart
@bysilent
@kefish
@mls
@swmstn2
@joanwalsh
@thenation
@refuse2sink2017

Top Tweeters in G4:
@rayan_nezzar
@opengovpart
@m_orphelin
@annelebreton
@regardscitoyens
@betanyc
@paulaforteza
@romaintales
@gaelle_sutton
@maukoquiroga

Top Tweeters in G5:
@huffpostpol
@variety
@huffpostent
@huffpostcomedy
@huffpostwomen
@huffpostbiz
@huffpostcontrib
@huffposttech
@aclu
@public_citizen

Top Tweeters in G6:
@schutzsmith
@christuttle
@ntenorg
@alicenorthover
@karen5lund
@funddiva
@wholewhale
@porterjamese
@jkrueger15
@sethgiammanco

Top Tweeters in G7:
@segalink
@obyezeks
@seunonigbinde
@opensociety
@fordfoundation
@macfound
@frankdonga_
@opengovhub
@dejikokun
@civichive

Top Tweeters in G8:
@colorofchange
@mobilisationlab
@silbatron
@arsalan_bukhari
@jamessleep
@orgempowerproj
@arishamichelle

Top Tweeters in G9:
@aschrock
@codeforpdx
@codeforamerica
@code4ca
@code4romania
@codeforall
@researchopenup1

Top Tweeters in G10:
@civicaction
@civickey
@zgexchange
@civicknowledge
@koreazg


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