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civichall_2019-11-15_05-05-27.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 15, 2019
Short Description:
civichall via NodeXL http://bit.ly/2OgIJ4F
@civichall
@motorious_tv
@adrielhampton
@gaelle_sutton
@hpapin
@elrestor
@parisienneecolo
@truc1952
@douance_quebec
@tummler10

Top hashtags:
#tech
#civictech
#americanresistance
#firstpost
#attend
#nyctech
#civichall

Description:
Description
The graph represents a network of 238 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, 15 November 2019 at 13:05 UTC.

The requested start date was Friday, 15 November 2019 at 01:01 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, 17-hour, 54-minute period from Friday, 01 November 2019 at 01:45 UTC to Thursday, 14 November 2019 at 19:40 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 : 238
Unique Edges : 474
Edges With Duplicates : 156
Total Edges : 630
Number of Edge Types : 3
Mentions : 558
Tweet : 46
Replies to : 26
Self-Loops : 46
Reciprocated Vertex Pair Ratio : 0.0756302521008403
Reciprocated Edge Ratio : 0.140625
Connected Components : 19
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 203
Maximum Edges in a Connected Component : 581
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.877255
Graph Density : 0.00907704854093536
Modularity : 0.575857
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 238 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, 15 November 2019 at 13:05 UTC.

The requested start date was Friday, 15 November 2019 at 01:01 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, 17-hour, 54-minute period from Friday, 01 November 2019 at 01:45 UTC to Thursday, 14 November 2019 at 19:40 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] https://civichall.org/eventbrite-event/american-resistance-a-fireside-chat-with-author-dana-r-fisher/
[5] https://civichall.org/civicist/op-ed-its-time-to-challenge-techs-power-at-the-ballot-box/
[5] http://eepurl.com/chnvPn
[4] https://civichall.org/civicist/how-color-of-change-is-reimagining-organizing/
[4] https://www.prnewswire.com/news-releases/new-report-defines-opportunity-gap-in-new-york-citys-tech-workforce-300952835.html?tc=eml_cleartime
[3] https://civichall.org/civicist/on-site-solutions/
[2] https://civictechfield.wpengine.com/
[2] https://www.eventbrite.com/e/if-i-only-had-a-heart-encoding-care-on-and-offchain-tickets-76338906725
[2] https://civichall.org/civicist/exit-to-community/
[2] https://civichall.org/civicist/ten-years-after/

Top URLs in Tweet in G1:
[5] http://eepurl.com/chnvPn
[4] https://www.prnewswire.com/news-releases/new-report-defines-opportunity-gap-in-new-york-citys-tech-workforce-300952835.html?tc=eml_cleartime
[2] https://www.eventbrite.com/e/if-i-only-had-a-heart-encoding-care-on-and-offchain-tickets-76338906725
[2] https://civictechfield.wpengine.com/
[2] https://www.cognizantusfoundation.org/news/vfz0ler450xdpthufsaem6crw858j4?sf112020126=1
[2] https://www.cognizantusfoundation.org/news/vfz0ler450xdpthufsaem6crw858j4?sf112010295=1
[2] https://www.amplifyher.nyc/assembly-forum
[2] https://twitter.com/CognizantNews/status/1192079658084384769
[1] https://knightfoundation.org/challenges/opendata/
[1] https://civichall.org/civicist/op-ed-its-time-to-challenge-techs-power-at-the-ballot-box/

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:
[9] https://civichall.org/eventbrite-event/american-resistance-a-fireside-chat-with-author-dana-r-fisher/
[1] https://americanresistancebook.com/events/
[1] https://twitter.com/CivicHall/status/1193211702793457667
[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:
[4] https://civichall.org/civicist/op-ed-its-time-to-challenge-techs-power-at-the-ballot-box/

Top URLs in Tweet in G7:
[2] https://civichall.org/civicist/how-color-of-change-is-reimagining-organizing/
[1] https://civichall.org/civicist/how-civic-tech-has-evolved-over-the-last-25-years/
[1] https://fukuoka-civichall.jp/info/hall
[1] https://civichall.org/civicist/vtaiwan-democracy-frontier/
[1] http://donellameadows.org/archives/dancing-with-systems/
[1] https://civichall.org/civicist/applications/
[1] https://civichall.org/civicist/ten-years-after/
[1] https://civichall.org/civicist/on-site-solutions/
[1] https://civichall.org/civicist/exit-to-community/

Top URLs in Tweet in G8:
[1] https://local.nten.org/events/details/nten-new-york-presents-culture-eats-philanthropy-for-breakfast-happy-hour-edition/

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:
[34] civichall.org
[10] twitter.com
[8] eventbrite.com
[8] cognizantusfoundation.org
[6] fukuoka-civichall.jp
[5] eepurl.com
[4] prnewswire.com
[3] queenzone.com
[2] wpengine.com
[2] zg.com

Top Domains in Tweet in G1:
[8] civichall.org
[8] cognizantusfoundation.org
[7] eventbrite.com
[6] twitter.com
[5] eepurl.com
[4] prnewswire.com
[2] wpengine.com
[2] amplifyher.nyc
[1] knightfoundation.org
[1] whova.com

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

Top Domains in Tweet in G3:
[9] civichall.org
[1] americanresistancebook.com
[1] twitter.com
[1] eventbrite.com

Top Domains in Tweet in G5:
[4] civichall.org

Top Domains in Tweet in G7:
[8] civichall.org
[1] fukuoka-civichall.jp
[1] donellameadows.org

Top Domains in Tweet in G8:
[1] nten.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:
[17] tech
[13] civictech
[11] americanresistance
[8] firstpost
[7] attend
[6] nyctech
[6] civichall
[5] intheloop
[5] friday
[4] rtbawards



Top Hashtags in Tweet in G1:
[15] tech
[13] civictech
[8] firstpost
[6] nyctech
[5] intheloop
[4] togethernorth
[3] apply
[3] attend
[3] blockchain
[2] techopportunitygap

Top Hashtags in Tweet in G2:
[1] masscustomizationpatent

Top Hashtags in Tweet in G3:
[9] americanresistance
[5] friday
[4] attend
[2] markyourcalendar
[1] govtechsummit

Top Hashtags in Tweet in G4:
[1] ric

Top Hashtags in Tweet in G5:
[3] facebook
[3] cagov
[2] tech
[1] dã©mocratie
[1] civicist

Top Hashtags in Tweet in G6:
[1] osic
[1] membermonday

Top Hashtags in Tweet in G7:
[3] grandslamofdarts
[3] civichall
[3] wolverhampton
[1] datadriven
[1] darts
[1] pdc
[1] bdo

Top Hashtags in Tweet in G8:
[1] 501technyc
[1] nycnonprofits

Top Hashtags in Tweet in G9:
[1] youth
[1] future

Top Words
Top Words in Tweet in Entire Graph:
[146] Words in Sentiment List#1: Positive
[36] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5659] Non-categorized Words
[5841] Total Words
[163] ã
[119] civichall
[74] å
[59] new
[52] tech

Top Words in Tweet in G1:
[60] civichall
[49] tech
[48] new
[41] s
[40] report
[27] hraadvisors
[25] cognizant
[22] more
[20] nyc
[19] jobs

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

Top Words in Tweet in G3:
[30] civichall
[16] 15
[15] joanwalsh
[13] mlsif
[12] fisher_danar
[11] come
[10] event
[10] 11
[10] join
[9] please

Top Words in Tweet in G4:
[10] ðÿ
[6] villanicedric
[5] paulaforteza
[5] openbudgetseu
[5] regardscitoyens
[5] opengovpart
[5] rayan_nezzar
[5] datactivi_st
[5] datagora
[5] romaintales

Top Words in Tweet in G5:
[7] adrielhampton
[4] very
[4] important
[4] background
[4] 10
[4] years
[4] ago
[4] launched
[4] podcast
[4] interviewing

Top Words in Tweet in G6:
[4] civichall
[3] seunonigbinde
[3] opengovhub
[3] macfound
[3] fordfoundation
[3] opensociety
[3] obyezeks
[3] segalink
[3] frankdonga_
[2] very

Top Words in Tweet in G7:
[34] ã
[18] ãƒ
[9] å
[9] æ
[5] ϋ
[4] really
[4] due
[4] civichall
[3] civic
[3] åˆ

Top Words in Tweet in G8:
[8] nyc
[5] ntenorg
[5] funddiva
[4] christuttle
[4] see
[4] tonight
[4] rsvp
[4] meetup
[4] learn
[4] create

Top Words in Tweet in G9:
[4] great
[4] hear
[4] junior
[4] leadership
[4] team
[4] sharing
[4] views
[4] leading
[4] way
[4] civichall

Top Words in Tweet in G10:
[7] cvc
[2] 11월
[2] 12일
[2] 00
[2] gmt
[2] 8
[2] 오픈합니다
[2] usdt
[2] btc
[2] civickey

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[82] ã,ã
[24] ãƒ,ãƒ
[21] ðÿ,ðÿ
[17] new,yorkers
[17] new,report
[14] opportunity,gap
[13] ç,å
[13] å,æ
[12] tech,opportunity
[10] high,tech

Top Word Pairs in Tweet in G1:
[16] new,report
[16] new,yorkers
[14] opportunity,gap
[12] tech,opportunity
[10] tech,jobs
[10] high,tech
[10] ðÿ,ðÿ
[9] nyc's,tech
[9] make,up
[9] released,today

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

Top Word Pairs in Tweet in G3:
[9] please,come
[9] come,really
[9] really,fun
[9] fun,event
[9] event,talking
[9] talking,american
[9] american,resistance
[9] resistance,civichall
[9] civichall,nov
[9] nov,15

Top Word Pairs in Tweet in G4:
[8] ðÿ,ðÿ
[5] paulaforteza,openbudgetseu
[5] openbudgetseu,regardscitoyens
[5] regardscitoyens,opengovpart
[5] opengovpart,rayan_nezzar
[5] rayan_nezzar,datactivi_st
[5] datactivi_st,datagora
[5] datagora,romaintales
[5] romaintales,openfisca
[5] openfisca,maukoquiroga

Top Word Pairs in Tweet in G5:
[4] very,important
[4] important,background
[4] background,10
[4] 10,years
[4] years,ago
[4] ago,launched
[4] launched,podcast
[4] podcast,interviewing
[4] interviewing,timoreilly
[3] adrielhampton,very

Top Word Pairs in Tweet in G6:
[3] seunonigbinde,opengovhub
[3] opengovhub,civichall
[3] civichall,macfound
[3] macfound,fordfoundation
[3] fordfoundation,opensociety
[3] opensociety,obyezeks
[3] obyezeks,segalink
[3] segalink,frankdonga_
[2] civichive,seunonigbinde

Top Word Pairs in Tweet in G7:
[15] ã,ã
[12] ãƒ,ãƒ
[5] æ,ã
[4] å,ãƒ
[4] ã,œã
[3] ãƒ,ã
[3] œã,ã
[3] really,suck
[3] suck,#grandslamofdarts
[3] #grandslamofdarts,return

Top Word Pairs in Tweet in G8:
[4] nyc,see
[4] see,tonight
[4] tonight,rsvp
[4] rsvp,ntenorg
[4] ntenorg,nyc
[4] nyc,meetup
[4] meetup,learn
[4] learn,funddiva
[4] funddiva,create
[4] create,winning

Top Word Pairs in Tweet in G9:
[4] great,hear
[4] hear,junior
[4] junior,leadership
[4] leadership,team
[4] team,sharing
[4] sharing,views
[4] views,leading
[4] leading,way
[4] way,civichall
[4] civichall,child_leeds

Top Word Pairs in Tweet in G10:
[2] 11월,12일
[2] 00,gmt
[2] gmt,8
[2] 8,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:
@paulaforteza
@mlsif
@civichive
@cognizant
@civichall
@smithstartup
@christuttle
@anildash
@clemencepene
@nycbigapps

Top Replied-To in G1:
@cognizant
@civichall
@smithstartup

Top Replied-To in G2:
@nycbigapps

Top Replied-To in G3:
@mlsif
@anildash
@clemencepene
@noneck
@brianyoung

Top Replied-To in G4:
@paulaforteza

Top Replied-To in G5:
@hugo_cyr
@guglielminetti
@cdanslair

Top Replied-To in G6:
@civichive
@_oyinbo

Top Replied-To in G8:
@christuttle

Top Mentioned
Top Mentioned in Entire Graph:
@civichall
@hraadvisors
@cognizant
@joanwalsh
@fisher_danar
@cognizantfdn
@mlsif
@rasiej
@adrielhampton
@jbpatchett

Top Mentioned in G1:
@civichall
@hraadvisors
@cognizant
@cognizantfdn
@rasiej
@jbpatchett
@katewittels
@nycedc
@galeabrewer

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

Top Mentioned in G3:
@civichall
@joanwalsh
@fisher_danar
@mlsif
@erinhill
@woodhull
@vanessawruble
@wearemarchon
@noneck
@egregoire

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

Top Mentioned in G5:
@adrielhampton
@timoreilly
@facebook
@humania_ai
@civichall

Top Mentioned in G6:
@civichall
@seunonigbinde
@opengovhub
@macfound
@fordfoundation
@opensociety
@obyezeks
@segalink
@frankdonga_

Top Mentioned in G7:
@supportpdc

Top Mentioned in G8:
@ntenorg
@funddiva
@christuttle
@civichall

Top Mentioned in G9:
@civichall
@child_leeds
@roundhayhead
@roundhayschool

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

Top Tweeters
Top Tweeters in Entire Graph:
@dtncanada
@analyticaglobal
@kmontenegro
@segalink
@sana74soleil
@anildash
@cipherequality
@tummler10
@mrothmanpetart
@ralphscenic

Top Tweeters in G1:
@analyticaglobal
@conrazon
@chipb414
@knightfdn
@prntech
@cognizant
@thenewschool
@codeforpdx
@chelseamarti
@jack

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

Top Tweeters in G3:
@anildash
@mrothmanpetart
@bysilent
@kefish
@swmstn2
@joanwalsh
@thenation
@catzmusicgina
@noneck
@kargiber

Top Tweeters in G4:
@rayan_nezzar
@opengovpart
@m_orphelin
@annelebreton
@regardscitoyens
@betanyc
@paulaforteza
@romaintales
@gaelle_sutton
@truc1952

Top Tweeters in G5:
@ralphscenic
@joesegal
@adrielhampton
@douance_quebec
@guglielminetti
@ginademiranda2
@timoreilly
@cdanslair
@facebook
@craig_hennigan

Top Tweeters in G6:
@segalink
@obyezeks
@seunonigbinde
@opensociety
@fordfoundation
@macfound
@frankdonga_
@opengovhub
@dejikokun
@civichive

Top Tweeters in G7:
@dtncanada
@200aoba
@p2173
@supportpdc
@consultantmicro
@openataglance
@tea
@lizsoul_orio

Top Tweeters in G8:
@schutzsmith
@christuttle
@ntenorg
@alicenorthover
@funddiva
@sethgiammanco

Top Tweeters in G9:
@child_leeds
@lucymayhine
@roundhayschool
@roundhayhead
@rsch_history
@rsch_classof23

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


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