knightfdn, Twitter, 5/19/2021 11:54:51 AM, 255124


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knightfdn_2021-05-17_13-56-17.xlsx
knightfdn_2021-05-17_13-56-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 19, 2021
Short Description:
knightfdn via NodeXL https://bit.ly/3u5f5lL
@knightfdn
@civiccommonsus
@yamiche
@vicki_hogarth
@anpbolivia
@tmccormick
@hipcinema
@axishelps
@centercoopmedia
@m1lesv

Top hashtags:
#essermanknightawards
#followlocaljournalists
#southflorida
#knightcities
#localnews

Description:
Description
The graph represents a network of 1,014 Twitter users whose tweets in the requested range contained "knightfdn", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 May 2021 at 20:57 UTC.

The requested start date was Sunday, 16 May 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 12-day, 1-hour, 23-minute period from Sunday, 02 May 2021 at 14:07 UTC to Friday, 14 May 2021 at 15:30 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 : 1014
Unique Edges : 1748
Edges With Duplicates : 2060
Total Edges : 3808
Number of Edge Types : 5
Replies to : 120
Mentions : 1827
Retweet : 517
MentionsInRetweet : 1295
Tweet : 49
Self-Loops : 56
Reciprocated Vertex Pair Ratio : 0.0621065883340327
Reciprocated Edge Ratio : 0.116949822204662
Connected Components : 9
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 1006
Maximum Edges in a Connected Component : 3799
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.041081
Graph Density : 0.0024640229287507
Modularity : 0.482832
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,014 Twitter users whose tweets in the requested range contained "knightfdn", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 May 2021 at 20:57 UTC.

The requested start date was Sunday, 16 May 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 12-day, 1-hour, 23-minute period from Sunday, 02 May 2021 at 14:07 UTC to Friday, 14 May 2021 at 15:30 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 : knightfdn
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:
[16] https://twitter.com/knightfdn/status/1392203992218980363
[13] http://knightfoundation.org/esserman-knight-prize/
[11] https://knightfoundation.org/reports/cultivating-talent-and-catalyzing-change/
[11] https://statescoop.com/code-for-america-1-million-knight-foundation/
[9] https://knightfoundation.org/articles/the-present-and-potential-of-ai-in-journalism/
[9] https://twitter.com/i/broadcasts/1YqKDeBNvaDGV
[8] https://knightfoundation.org/articles/ai-for-local-news-advancing-business-sustainability-in-newsrooms/
[8] https://medium.com/colorado-media-project/why-a-new-chapter-for-24-community-newspapers-matters-for-colorado-and-the-nation-ffcdf57a3a86
[7] https://twitter.com/knightfdn/status/1392975693542162440
[6] https://kf-org.zoom.us/webinar/register/WN_vSyfNfHfS5CeEWibM7nCkw

Top URLs in Tweet in G1:
[11] https://knightfoundation.org/reports/cultivating-talent-and-catalyzing-change/
[11] https://statescoop.com/code-for-america-1-million-knight-foundation/
[9] https://twitter.com/i/broadcasts/1YqKDeBNvaDGV
[5] https://knightfoundation.org/articles/building-resilient-communities-in-the-digital-age-requires-government-to-work-for-all/
[5] https://knightfoundation.org/articles/ai-for-local-news-advancing-business-sustainability-in-newsrooms/
[5] https://knightfoundation.org/articles/harnessing-the-power-of-124-innovators-how-the-emerging-city-champions-trained-young-leaders-to-create-more-inclusive-public-spaces-in-their-cities/
[5] https://knightfoundation.org/events/discovery/discovery-ep-22-how-nfts-are-creating-more-equity-for-artists/
[4] http://knightfoundation.org/esserman-knight-prize/
[4] https://twitter.com/knightfdn/status/1392203992218980363
[4] https://twitter.com/knightfdn/status/1390287138118377475

Top URLs in Tweet in G2:
[12] https://twitter.com/knightfdn/status/1392203992218980363
[8] http://knightfoundation.org/esserman-knight-prize/
[5] https://twitter.com/knightfdn/status/1392975693542162440
[3] http://essermanknightawards.splashthat.com/t
[3] https://twitter.com/knightfdn/status/1389956579542380544
[3] https://twitter.com/knightfdn/status/1392983200918646787
[2] https://www.youtube.com/watch?app=desktop&v=JgqY4XZvgME
[2] https://twitter.com/knightfdn/status/1392985901391876097
[1] https://twitter.com/marcospena1961/status/1392894466722344961
[1] https://twitter.com/knightfdn/status/1392857813236473859

Top URLs in Tweet in G3:
[6] https://knightfoundation.org/articles/the-present-and-potential-of-ai-in-journalism/
[3] https://knightfoundation.org/articles/ai-for-local-news-advancing-business-sustainability-in-newsrooms/
[3] http://trib.al/zWHpcwS
[2] https://www.partnershiponai.org/knight-ai-for-local-news-grant/
[2] https://twitter.com/knightfdn/status/1392836809751764994
[1] https://twitter.com/knightfdn/status/1392836809751764994?s=20
[1] https://medium.com/localatbrown/local-news-lab-awarded-knight-foundation-grant-for-ai-initiatives-43234d68a9b5
[1] https://journalism.columbia.edu/columbia-brown-institute-joins-knight-foundation-initiative-help-local-news-outlets-use-artificial
[1] https://docs.google.com/forms/d/e/1FAIpQLSd2CxGjPJd-lsFjc4Lq-vxWdFseeFlplGQ-saB6XbQE8M83aQ/viewform
[1] https://journalists.org/programs/fellowships/hbcu-digital-media-fellowship/

Top URLs in Tweet in G4:
[1] https://www.miamiherald.com/news/local/education/article251362658.html
[1] https://knightfoundation.org/events/informed-and-engaged/informed-engaged-ep-22-thriving-or-surviving-how-local-journalism-is-holding-up-in-2021/
[1] http://miamitechweek.com
[1] https://medium.com/@raulmoas/investing-in-miamis-greatest-asset-its-people-643a3ec7e3ec
[1] https://www.axios.com/tech-hub-cities-young-talent-819f5148-0470-460e-ac82-d75f74c6087f.html
[1] http://unifyit.co/
[1] https://cgsmiami.tealhq.com/?utm_campaign=%23careergrowthsummit&utm_content=164837438&utm_medium=social&utm_source=twitter&hss_channel=tw-1199709060859191297
[1] https://www.eventbrite.com/e/emerge-americas-2022-registration-tickets-153154588497

Top URLs in Tweet in G5:
[4] https://kf-org.zoom.us/webinar/register/WN_vSyfNfHfS5CeEWibM7nCkw
[4] https://medium.com/reimagining-the-civic-commons/smores-and-canoes-17d206e546bf
[3] https://www.bloomberg.com/tosv2.html?vid=&uuid=d7825b50-af49-11eb-9454-cff324ce8b5c&url=L25ld3MvZmVhdHVyZXMvMjAyMS0wNS0wMy9ob3ctY2l0aWVzLWNhbi1naXZlLXN0cmVldHMtdG8ta2lkcy1mb3ItYS1zdW1tZXItb2YtcGxheQ==
[2] https://twitter.com/knightfdn/status/1392162629016186882
[2] https://thedevilstrip.com/2021/04/28/akron-is-moving-to-protect-its-tree-canopy-heres-why-it-matters/
[1] https://twitter.com/knightfdn/status/1391743783285501952
[1] https://medium.com/reimagining-the-civic-commons/how-public-space-promotes-equitable-economic-development-7e501faf54d6
[1] https://www.hemispheresmag.com/5-of-the-most-remarkable-waterfronts-in-the-u-s/
[1] https://www.startribune.com/a-new-light-over-north-minneapolis-beckons-visitors-to-a-mississippi-riverfront-park/600056013/
[1] https://twitter.com/civiccommonsus/status/1392147487255715846

Top URLs in Tweet in G6:
[8] https://medium.com/colorado-media-project/why-a-new-chapter-for-24-community-newspapers-matters-for-colorado-and-the-nation-ffcdf57a3a86
[5] https://www.mrmediamarks.com/
[2] https://twitter.com/larryryckman/status/1389248166382292995
[1] https://www.lenfestinstitute.org/local-journalism/how-the-lenfest-institute-will-support-philadelphias-news-and-information-ecosystem-in-2021-and-beyond/
[1] https://www.nationaltrustforlocalnews.org/

Top URLs in Tweet in G7:
[1] https://twitter.com/ShorensteinCtr/status/1392477344091320328
[1] https://twitter.com/sarafischer/status/1388864286970335237
[1] https://www.npr.org/2021/05/03/993059699/in-denver-civic-minded-colorado-sun-acquires-suburban-newspaper-chain
[1] https://www.eventbrite.com/e/2021-collaborative-journalism-summit-registration-138314332893

Top URLs in Tweet in G9:
[1] https://www.cnu.org/publicsquare/2018/04/17/lean-development-codes-pink-pocket-and-smart
[1] https://www.forbes.com/sites/oreillymedia/2014/03/14/lean-urbanism/?sh=2a221dd65a2b
[1] https://gizmodo.com/exclusive-the-plans-for-steve-jobs-new-house-5649909This
[1] https://twitter.com/tmccormick/status/506951668475244544
[1] https://twitter.com/tmccormick/status/766008942543540224

Top URLs in Tweet in G10:
[1] https://twitter.com/TullTheater/status/1392931343651246083

Top Domains
Top Domains in Tweet in Entire Graph:
[118] twitter.com
[85] knightfoundation.org
[15] medium.com
[11] statescoop.com
[10] splashthat.com
[9] zoom.us
[5] mrmediamarks.com
[4] eventbrite.com
[4] axishelps.org
[4] youtube.com

Top Domains in Tweet in G1:
[63] knightfoundation.org
[54] twitter.com
[11] statescoop.com
[4] splashthat.com
[4] zoom.us
[2] pscp.tv
[2] interactstudio.com
[2] technical.ly
[2] journalism.org
[2] youtube.com

Top Domains in Tweet in G2:
[35] twitter.com
[9] knightfoundation.org
[5] splashthat.com
[2] youtube.com
[1] ap.org
[1] 9news.com
[1] miamiherald.com
[1] virginiahumanities.org
[1] wlrn.org

Top Domains in Tweet in G3:
[9] knightfoundation.org
[4] twitter.com
[3] trib.al
[2] partnershiponai.org
[1] medium.com
[1] columbia.edu
[1] google.com
[1] journalists.org

Top Domains in Tweet in G4:
[1] miamiherald.com
[1] knightfoundation.org
[1] miamitechweek.com
[1] medium.com
[1] axios.com
[1] unifyit.co
[1] tealhq.com
[1] eventbrite.com

Top Domains in Tweet in G5:
[5] twitter.com
[5] medium.com
[4] zoom.us
[3] bloomberg.com
[2] thedevilstrip.com
[1] hemispheresmag.com
[1] startribune.com
[1] knightfoundation.org
[1] phsonline.org

Top Domains in Tweet in G6:
[8] medium.com
[5] mrmediamarks.com
[2] twitter.com
[1] lenfestinstitute.org
[1] nationaltrustforlocalnews.org

Top Domains in Tweet in G7:
[2] twitter.com
[1] npr.org
[1] eventbrite.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] cnu.org
[1] forbes.com
[1] gizmodo.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[120] essermanknightawards
[29] followlocaljournalists
[27] southflorida
[25] knightcities
[22] localnews
[17] k880champs
[17] lovelocalnews
[15] miami
[14] miamitech
[12] civiccommonsus



Top Hashtags in Tweet in G1:
[36] essermanknightawards
[23] knightcities
[17] k880champs
[14] followlocaljournalists
[11] miami
[10] localnews
[10] lovelocalnews
[10] macon
[8] southflorida
[8] publicspaces

Top Hashtags in Tweet in G2:
[81] essermanknightawards
[16] southflorida
[15] followlocaljournalists
[2] lovelocalnews
[2] miami
[2] esserman
[2] localjournalism
[1] watchdog
[1] advocate
[1] cleanup

Top Hashtags in Tweet in G3:
[10] ai
[9] localnews
[7] wpfd2021
[4] lovelocalnews
[3] journalismai
[2] journalismisnotacrime
[2] worldpressfreedomday
[2] freeasifsultan
[1] artificialintelligence
[1] freerussianmedia

Top Hashtags in Tweet in G4:
[10] miamitechweek
[7] miamitech
[7] emergeamericas
[6] careergrowthsummit
[4] careersourcesouthflorida
[4] veteransaffairs
[2] cgsmiami
[1] miami
[1] tech
[1] talent

Top Hashtags in Tweet in G5:
[12] civiccommonsus
[9] publicspaceslab
[6] infrastructure
[3] publicspaces
[2] akron
[2] arborday
[1] chicago
[1] equity
[1] knightcities
[1] knightlive

Top Hashtags in Tweet in G7:
[3] localnews
[2] cjs2021
[1] misinfo
[1] journalism

Top Hashtags in Tweet in G9:
[2] pinkzones
[1] pinkzoning
[1] andreasduany
[1] knightcities
[1] pinkzone
[1] leanurbanism
[1] tacticalurbanism
[1] stevejobs
[1] josepheichler

Top Words
Top Words in Tweet in Entire Graph:
[597] knightfdn
[153] local
[137] knight
[120] #essermanknightawards
[111] news
[88] esserman
[87] work
[82] public
[77] journalism
[71] more

Top Words in Tweet in G1:
[212] knightfdn
[69] knight
[46] work
[41] city
[39] local
[38] codeforamerica
[36] #essermanknightawards
[34] more
[34] emerging
[31] public

Top Words in Tweet in G2:
[95] knightfdn
[81] #essermanknightawards
[69] esserman
[60] tonight
[55] honored
[50] yamiche
[49] knight
[40] excited
[38] journalism
[34] glennawplg

Top Words in Tweet in G3:
[79] knightfdn
[53] ai
[43] initiative
[37] news
[34] local
[22] help
[18] columbiajourn
[17] used
[17] newsrooms
[17] support

Top Words in Tweet in G4:
[49] knightfdn
[20] refreshmiami
[19] francissuarez
[15] beaconcouncil
[15] 2022
[14] theventurecity
[14] endeavormia
[14] 500startups
[14] cfbinnovation
[14] lightshipcap

Top Words in Tweet in G5:
[50] knightfdn
[28] civiccommonsus
[23] public
[23] akciviccommons
[18] spaces
[18] akronohiomayor
[17] jimmyjoehardy
[15] join
[15] cities
[14] williampennfdn

Top Words in Tweet in G6:
[35] co_mediaproject
[33] local
[32] knightfdn
[29] news
[27] the_ntln
[24] coloradosun
[20] thanks
[19] colorado
[18] democracyfund
[16] day

Top Words in Tweet in G7:
[10] local
[9] news
[7] finally
[7] newspaper
[7] chain
[7] being
[7] acquired
[7] hedge
[7] fund
[7] civic

Top Words in Tweet in G8:
[13] knightfdn
[9] klonick
[7] laphamsquart
[6] t_streinz
[6] taylor_owen
[6] rosenjeffrey
[6] jeffjarvis
[6] emilybell
[6] mmasnick
[6] glakier

Top Words in Tweet in G9:
[9] knightfdn
[5] sarahforpdx
[5] lucasgraydesign
[5] jeinpdx
[5] carywesterbeck
[5] erik_griswold
[5] sightline
[5] madelinekovacs
[5] newurbanism
[4] jflenhard

Top Words in Tweet in G10:
[6] help
[3] ecstatic
[3] thank
[3] tulltheater
[3] tell
[3] black
[3] stories
[3] change
[3] world
[3] pittsburghfdn

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[62] local,news
[60] esserman,knight
[40] public,service
[39] knight,foundation
[31] service,reporting
[31] public,spaces
[31] #essermanknightawards,tonight
[30] best,public
[29] take,part
[29] knight,excellence

Top Word Pairs in Tweet in G1:
[28] emerging,city
[26] knight,foundation
[23] code,america
[18] 880cities,emerging
[16] public,spaces
[15] 1m,investment
[14] city,champions
[13] local,news
[13] young,leaders
[12] public,service

Top Word Pairs in Tweet in G2:
[48] esserman,knight
[30] #essermanknightawards,tonight
[28] knight,excellence
[27] excited,take
[27] take,part
[27] part,#essermanknightawards
[27] tonight,honored
[27] honored,receive
[27] receive,esserman
[26] yamiche,excited

Top Word Pairs in Tweet in G3:
[22] local,news
[14] initiative,help
[12] million,initiative
[12] help,local
[12] thrilled,announce
[11] ai,local
[11] jkeefe,jeremybmerrill
[10] ai,used
[10] used,newsrooms
[10] newsrooms,working

Top Word Pairs in Tweet in G4:
[14] refreshmiami,knightfdn
[14] knightfdn,beaconcouncil
[13] 500startups,refreshmiami
[13] beaconcouncil,cfbinnovation
[13] cfbinnovation,lightshipcap
[12] lightshipcap,theventurecity
[11] endeavormia,500startups
[11] francissuarez,softbank_group
[10] theventurecity,francissuarez
[8] #miamitechweek,2022

Top Word Pairs in Tweet in G5:
[16] jimmyjoehardy,akronohiomayor
[16] akronohiomayor,akciviccommons
[15] public,spaces
[10] federal,dollars
[8] #publicspaceslab,knightfdn
[8] kresgefdn,williampennfdn
[7] knightfdn,citiesforpeople
[7] joe_cortright,cityobs
[7] kylekutuchief,knightfdn
[6] knightfdn,williampennfdn

Top Word Pairs in Tweet in G6:
[16] coloradosun,thanks
[16] the_ntln,coloradosun
[15] big,day
[15] day,co
[15] co,news
[15] news,congrats
[15] congrats,the_ntln
[15] thanks,many
[15] many,national
[15] national,local

Top Word Pairs in Tweet in G7:
[7] finally,news
[7] news,local
[7] local,newspaper
[7] newspaper,chain
[7] chain,being
[7] being,acquired
[7] acquired,hedge
[7] hedge,fund
[7] fund,civic
[7] civic,minded

Top Word Pairs in Tweet in G8:
[6] t_streinz,taylor_owen
[6] taylor_owen,rosenjeffrey
[6] rosenjeffrey,jeffjarvis
[6] jeffjarvis,emilybell
[6] emilybell,mmasnick
[6] mmasnick,glakier
[6] glakier,nabihasyed
[6] nabihasyed,benyt
[6] benyt,granick
[6] granick,dswillner

Top Word Pairs in Tweet in G9:
[5] lucasgraydesign,jeinpdx
[5] jeinpdx,carywesterbeck
[5] carywesterbeck,erik_griswold
[5] erik_griswold,sightline
[4] jflenhard,emily_hoeven
[4] emily_hoeven,gavinnewsom
[4] gavinnewsom,ucsfbhhi
[4] ucsfbhhi,chanzuckerberg
[4] chanzuckerberg,lifemovesorg
[4] lifemovesorg,cchpr1

Top Word Pairs in Tweet in G10:
[3] ecstatic,thank
[3] thank,tulltheater
[3] tulltheater,help
[3] help,tell
[3] tell,black
[3] black,stories
[3] stories,help
[3] help,change
[3] change,world
[3] world,pittsburghfdn

Top Replied-To
Top Replied-To in Entire Graph:
@knightfdn
@endeavormia
@louisaguirre
@klonick
@jflenhard
@co_mediaproject
@chrisadamo_
@natdevarona
@constancenbc6
@timkephart33

Top Replied-To in G1:
@knightfdn
@annarichc
@lcoral
@natdevarona
@spizarro
@thompson_kf
@grant_blank_
@christanelson_
@giulbalestra
@jonathanstray

Top Replied-To in G2:
@louisaguirre
@knightfdn
@jacquiecharles
@constancenbc6
@timkephart33
@nataliedevarona
@natdevarona
@marcospena1961
@juliapulles_rea
@gracedearing

Top Replied-To in G3:
@niketa
@cleibowicz
@knightfdn
@rasmus_kleis
@zhoyoyo
@andysherry
@reptedlieu
@baalegibreel
@stairwa78009667

Top Replied-To in G4:
@endeavormia
@chrisadamo_
@jdanjohnson
@brucepinchbeck
@wallstreetpaper
@volvoshine
@zebulgar
@bunsen
@greatermiamicvb

Top Replied-To in G5:
@pmorganphl
@planphilly
@phsgardening

Top Replied-To in G6:
@co_mediaproject
@jholston
@the_ntln
@stugotmilk

Top Replied-To in G7:
@knightfdn
@ericnewton1

Top Replied-To in G8:
@klonick
@zoedarme
@nathanhuttner
@t_streinz

Top Replied-To in G9:
@jflenhard
@sarahforpdx
@tmccormick
@kettlemoraine

Top Mentioned
Top Mentioned in Entire Graph:
@knightfdn
@yamiche
@codeforamerica
@glennawplg
@constancenbc6
@miamiherald
@moniqueomadan
@co_mediaproject
@880cities
@civiccommonsus

Top Mentioned in G1:
@knightfdn
@codeforamerica
@880cities
@state_scoop
@theamywhit
@5easypieces
@gallup
@yamiche
@orlandopbailey
@codeforphilly

Top Mentioned in G2:
@knightfdn
@yamiche
@glennawplg
@miamiherald
@moniqueomadan
@constancenbc6
@wplglocal10
@nataliedevarona
@cboomervazquez
@taydolven

Top Mentioned in G3:
@knightfdn
@pcheung630
@jkeefe
@jeremybmerrill
@zhoyoyo
@columbiajourn
@ap
@cleibowicz
@browninstitute
@icfj

Top Mentioned in G4:
@knightfdn
@refreshmiami
@francissuarez
@beaconcouncil
@theventurecity
@500startups
@cfbinnovation
@lightshipcap
@emergeamericas
@softbank_group

Top Mentioned in G5:
@knightfdn
@civiccommonsus
@akciviccommons
@akronohiomayor
@jimmyjoehardy
@williampennfdn
@tpl_org
@citiesforpeople
@kylekutuchief
@joe_cortright

Top Mentioned in G6:
@knightfdn
@co_mediaproject
@the_ntln
@coloradosun
@democracyfund
@googlenewsinit
@ehansen02
@journalismproj
@colabnewsco
@googlen

Top Mentioned in G7:
@andysherry
@knightfdn
@inn
@lenfestinst
@ampress
@bluelenallc
@muobrien
@jskstanford
@shorensteinctr
@twitter

Top Mentioned in G8:
@knightfdn
@laphamsquart
@taylor_owen
@rosenjeffrey
@jeffjarvis
@emilybell
@mmasnick
@glakier
@nabihasyed
@benyt

Top Mentioned in G9:
@knightfdn
@lucasgraydesign
@jeinpdx
@carywesterbeck
@erik_griswold
@sightline
@madelinekovacs
@newurbanism
@emily_hoeven
@gavinnewsom

Top Mentioned in G10:
@tulltheater
@pittsburghfdn
@hipcinema
@pghfi
@ipmfoundation
@knightfdn
@pghfilmoffice
@siftmedia215
@latimerhouse
@tiff_industry

Top Tweeters
Top Tweeters in Entire Graph:
@elespectador
@jjj5819
@itswanda
@maryalicebisho2
@only4rm
@tigerbeat
@weirmb
@breakingseanews
@aristeguionline
@vaw511

Top Tweeters in G1:
@tigerbeat
@patwhite70
@nbc6
@sunsentinel
@seigla
@thesiliconhill
@metalsolter
@asadabukhalil
@codeforpdx
@pewresearch

Top Tweeters in G2:
@elespectador
@maryalicebisho2
@only4rm
@weirmb
@aristeguionline
@vaw511
@elnuevoherald
@whocastillo
@miamiherald
@debrahange1

Top Tweeters in G3:
@ap
@godfrey_g_
@polypolilive
@amyresnick
@craignewmark
@mediagazerchat
@remixtures
@harrymeanwell4
@jayrosen_nyu
@mfouquenet

Top Tweeters in G4:
@hernandez_a
@socialheadliner
@axios
@aegisfs
@anthonyrogue2
@b05crypto
@rabois
@fiu
@ajt
@jason

Top Tweeters in G5:
@itswanda
@septa
@startribune
@sandymaxey
@tdbank_us
@citylab
@aldianews
@langealexandra
@julieslavet
@philadelphiagov

Top Tweeters in G6:
@jjj5819
@breakingseanews
@oldwhitegal1
@portlandorbuzz
@aparnamuk
@fillmorewhite
@ckrewson
@jholston
@bennybragan
@bethreesecravey

Top Tweeters in G7:
@ndngenuity
@ange_patricia
@propublica
@publicintegrity
@ssuttell
@lionpubs
@nataliegreaves
@educationnc
@shorensteinctr
@inn

Top Tweeters in G8:
@jeffjarvis
@benyt
@mmasnick
@emilybell
@sfmnemonic
@macfound
@justinhendrix
@anupamchander
@laphamsquart
@nabihasyed

Top Tweeters in G9:
@erik_griswold
@svbizjournal
@timoreilly
@tmccormick
@sarahforpdx
@sightline
@andersem
@lucasgraydesign
@newurbanism
@gavinnewsom

Top Tweeters in G10:
@whyynews
@npquarterly
@hipcinema
@philanthropy
@smithsonian
@tinseltine
@mediafunders
@pittsburghfdn
@phillysjunited
@gpfo


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