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aspenideas_2021-03-04_09-25-25.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2021
Short Description:
aspenideas via NodeXL https://bit.ly/2NVTvBw
@aspenideas
@enniferj
@aspeninstitute
@sentinasmith
@kittyboone
@quicktake
@djspooky
@stevebrant
@vivian
@dribram

Top hashtags:
#aspenideasreset
#marshallplanformoms
#financialinclusion
#covid19
#missioneconomy

Description:
Description
The graph represents a network of 578 Twitter users whose tweets in the requested range contained "aspenideas", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 04 March 2021 at 17:26 UTC.

The requested start date was Thursday, 04 March 2021 at 01:01 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, 7-hour, 34-minute period from Thursday, 18 February 2021 at 14:36 UTC to Tuesday, 02 March 2021 at 22:11 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 : 578
Unique Edges : 832
Edges With Duplicates : 1788
Total Edges : 2620
Number of Edge Types : 5
Retweet : 516
MentionsInRetweet : 1214
Mentions : 777
Replies to : 66
Tweet : 47
Self-Loops : 50
Reciprocated Vertex Pair Ratio : 0.0682852807283763
Reciprocated Edge Ratio : 0.127840909090909
Connected Components : 18
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 556
Maximum Edges in a Connected Component : 2592
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.791034
Graph Density : 0.00422181310081378
Modularity : 0.331175
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 578 Twitter users whose tweets in the requested range contained "aspenideas", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 04 March 2021 at 17:26 UTC.

The requested start date was Thursday, 04 March 2021 at 01:01 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, 7-hour, 34-minute period from Thursday, 18 February 2021 at 14:36 UTC to Tuesday, 02 March 2021 at 22:11 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 : aspenideas
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:
[34] https://aspenideas-reset.splashthat.com/twitter
[17] https://www.aspenideas.org/pages/re-et-schedule
[14] https://www.aspenideas.org/sessions/resetting-for-equity-and-inclusion
[10] https://aspenideas-reset.splashthat.com/RESETwebsitepage
[8] https://www.aspenideas.org/articles/re-et-breakout-the-case-for-funding-the-arts-and-resetting-the-creative-economy
[8] https://www.aspenideas.org/articles/re-et-breakout-reset-the-net-for-american-workers
[8] https://www.aspenideas.org/articles/re-et-breakout-a-mission-oriented-approach-to-stakeholder-capitalism
[6] https://www.aspenideas.org/articles/re-et-breakout-building-an-inclusive-recovery-for-the-long-term
[6] https://www.aspenideas.org/articles/re-et-breakout-a-national-agenda-for-financial-inclusion
[5] https://aspenideas-reset.splashthat.com/

Top URLs in Tweet in G1:
[20] https://aspenideas-reset.splashthat.com/twitter
[13] https://www.aspenideas.org/pages/re-et-schedule
[9] https://www.aspenideas.org/sessions/resetting-for-equity-and-inclusion
[8] https://www.aspenideas.org/articles/re-et-breakout-a-mission-oriented-approach-to-stakeholder-capitalism
[5] https://www.aspenideas.org/articles/re-et-breakout-the-case-for-funding-the-arts-and-resetting-the-creative-economy
[4] https://www.aspenideas.org/articles/re-et-breakout-reset-the-net-for-american-workers
[3] https://aspenideas-reset.splashthat.com/
[3] https://www.aspenideas.org/articles/re-et-breakout-a-national-agenda-for-financial-inclusion
[3] https://www.aspenideas.org/articles/re-et-breakout-building-an-inclusive-recovery-for-the-long-term
[2] https://twitter.com/OpptyatWork/status/1363977202996555791

Top URLs in Tweet in G2:
[6] https://aspenideas-reset.splashthat.com/twitter
[5] https://www.aspenideas.org/sessions/resetting-for-equity-and-inclusion
[4] http://aspenideas-reset.splashthat.com/twitter
[4] https://twitter.com/aspenideas/status/1363971708512739328
[4] https://www.aspenideas.org/articles/re-et-breakout-reset-the-net-for-american-workers
[2] https://aspenideas.org/collections/podcast-playlist-black-history-month
[2] https://twitter.com/aspenideas/status/1363957189379903491
[2] https://aspenideas-reset.splashthat.com/RESETBloomberg?utm_campaign=socialflow-organic&utm_source=twitter&utm_content=economics&cmpid%3D=socialflow-twitter-economics&utm_medium=social
[2] https://twitter.com/i/broadcasts/1jMJgpYvmzYxL?cmpid%3D=socialflow-twitter-economics&utm_source=twitter&utm_content=economics&utm_campaign=socialflow-organic&utm_medium=social
[2] https://aspenideas-reset.splashthat.com/RESETwebsitepage

Top URLs in Tweet in G3:
[4] https://aspenideas-reset.splashthat.com/twitter
[2] https://aspenideas-reset.splashthat.com/RESETwebsitepage
[1] https://twitter.com/NatBullard/status/1364268887328620547
[1] https://twitter.com/aspenideas/status/1364264370142777344
[1] https://www.aspenideas.org/sessions/resetting-for-sustainability
[1] https://aspenideas-reset.splashthat.com/RESETBloomberg?utm_campaign=socialflow-organic&cmpid=socialflow-twitter-climate&utm_source=twitter&utm_content=climate&utm_medium=social
[1] https://twitter.com/aspenideas/status/1361753965768019968
[1] https://twitter.com/aspenideas/status/1360344427886215173

Top URLs in Tweet in G4:
[1] https://twitter.com/enniferj/status/1365005617061109766
[1] https://twitter.com/aspenideas/status/1364270799910174723

Top URLs in Tweet in G5:
[1] https://www.city-journal.org/how-to-be-an-antiracist
[1] https://www.theguardian.com/us-news/2021/feb/22/texas-police-drop-charge-black-man-arrested-walking-home-snowstorm

Top URLs in Tweet in G6:
[3] https://www.cnn.com/2021/02/18/success/accenture-hiring-moms/index.html
[2] https://aspenideas-reset.splashthat.com/twitter
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=cb61e5e0-763f-11eb-8aa4-cb2c0c8e4c81&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wMi0yMy9hcy13b21lbi1kcm9wLW91dC1vZi1sYWJvci1tYXJrZXQtbW9tcy1jYWxsLWZvci1tb3JlLWFpZA==
[1] https://www.aspenideas.org/articles/re-et-breakout-a-marshall-plan-for-moms
[1] https://twitter.com/aspenideas/status/1364325075571249152

Top URLs in Tweet in G7:
[1] https://www.aspenideas.org/articles/the-press-s-critical-role-in-a-healthy-democracy?utm_source=ActiveCampaign&utm_medium=email&utm_content=Rebuilding+Trust+in+a+Skeptical+Era&utm_campaign=AIN+Newsletter+2+25+21

Top URLs in Tweet in G8:
[5] https://aspenideas-reset.splashthat.com/RESETwebsitepage
[3] https://www.aspenideas.org/articles/re-et-breakout-building-an-inclusive-recovery-for-the-long-term
[1] https://aspenideas-reset.splashthat.com/
[1] https://twitter.com/aspenideas/status/1364302269227831300
[1] https://aspenideas-reset.splashthat.com/twitter
[1] http://aspenideas-reset.splashthat.com/twitter
[1] https://aspenideas-reset.splashthat.com/InstituteScheduleReset
[1] https://www.aspenideas.org/pages/re-et-schedule
[1] https://twitter.com/CaseFoundation/status/1364609952346685442?s=20

Top URLs in Tweet in G9:
[2] https://www.aspenideas.org/articles/re-et-breakout-the-case-for-funding-the-arts-and-resetting-the-creative-economy
[1] https://aspenideas-reset.splashthat.com/social-promo?fbclid=IwAR0RnCa851T1zkeQuBC6kBrJbFuC58eH5gw-h4juKoDKLf1sa_OeK_TIBxs
[1] https://aspenideas-reset.splashthat.com/RESETInvitation
[1] https://www.linkedin.com/slink?code=g96djPW
[1] https://dy.si/5MSHAB
[1] https://dy.si/9T83H9
[1] https://twitter.com/aspenideas/status/1364259218430128128?s=19
[1] https://aspenideas-reset.splashthat.com/twitter
[1] https://www.aspenideas.org/articles/re-et-breakout-a-national-agenda-for-financial-inclusion
[1] https://dy.si/bpM45P

Top URLs in Tweet in G10:
[1] http://djspooky.com/htmlemail/march-1-2021.red

Top Domains
Top Domains in Tweet in Entire Graph:
[96] aspenideas.org
[67] splashthat.com
[59] twitter.com
[5] youtube.com
[5] dy.si
[5] nextbillion.net
[3] cnn.com
[3] centerforhealthprogress.org
[2] google.com
[2] jhu.edu

Top Domains in Tweet in G1:
[59] aspenideas.org
[23] splashthat.com
[22] twitter.com
[2] jhu.edu
[2] youtube.com
[1] google.com
[1] freebeacon.com
[1] familyandhome.org

Top Domains in Tweet in G2:
[23] twitter.com
[22] splashthat.com
[18] aspenideas.org
[2] youtube.com
[2] aspeninstitute.org
[1] buff.ly
[1] google.com
[1] bit.ly
[1] aimhighteentips.com

Top Domains in Tweet in G3:
[7] splashthat.com
[4] twitter.com
[1] aspenideas.org

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[1] city-journal.org
[1] theguardian.com

Top Domains in Tweet in G6:
[3] cnn.com
[2] splashthat.com
[1] bloomberg.com
[1] aspenideas.org
[1] twitter.com

Top Domains in Tweet in G7:
[1] aspenideas.org

Top Domains in Tweet in G8:
[9] splashthat.com
[4] aspenideas.org
[2] twitter.com

Top Domains in Tweet in G9:
[5] dy.si
[4] aspenideas.org
[3] splashthat.com
[1] linkedin.com
[1] twitter.com
[1] tiradecontacto.net
[1] blogspot.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[240] aspenideasreset
[30] marshallplanformoms
[19] financialinclusion
[18] covid19
[13] missioneconomy
[12] citylab2021
[10] gigp
[9] blackhistorymonth
[9] financialwellness
[9] bipoc



Top Hashtags in Tweet in G1:
[130] aspenideasreset
[13] missioneconomy
[11] citylab2021
[5] financialinclusion
[5] financialwellness
[5] bipoc
[5] women
[5] covid19
[4] blackhistorymonth
[3] religiousfreedom

Top Hashtags in Tweet in G2:
[61] aspenideasreset
[13] financialinclusion
[9] paidleave
[7] gigp
[6] covid19
[5] blackhistorymonth
[4] financialwellness
[4] bipoc
[4] women
[3] newvoices

Top Hashtags in Tweet in G3:
[28] aspenideasreset
[3] regenerativeagriculture
[1] climatechange
[1] covid
[1] plandemic
[1] agenda21
[1] id2020
[1] covid19

Top Hashtags in Tweet in G4:
[3] ideasfestival
[1] worldhikingschool
[1] uwsecologycenter
[1] fourfreefederaluniversities
[1] reset
[1] buildbackbetter
[1] nea
[1] sdg8
[1] arts
[1] education

Top Hashtags in Tweet in G6:
[27] marshallplanformoms
[7] aspenideasreset
[1] covid19

Top Hashtags in Tweet in G7:
[1] journalism

Top Hashtags in Tweet in G8:
[10] aspenideasreset
[6] stakeholdercapitalism
[1] marshallplanformoms

Top Hashtags in Tweet in G9:
[2] thefutureway
[2] mastercardemployee
[1] reset
[1] rebuilding
[1] economyforall
[1] resettingforequityandnclusion
[1] vocalinkemployee

Top Hashtags in Tweet in G10:
[6] aspen
[6] nyc
[6] antarctica
[6] arctic

Top Words
Top Words in Tweet in Entire Graph:
[458] aspenideas
[240] #aspenideasreset
[177] join
[170] economy
[129] economics
[102] aspeninstitute
[96] re
[76] reset
[69] ideas
[64] today

Top Words in Tweet in G1:
[171] aspenideas
[130] #aspenideasreset
[88] join
[81] economy
[63] economics
[52] mazzucatom
[45] approach
[44] global
[38] tune
[37] capitalism

Top Words in Tweet in G2:
[117] aspenideas
[61] #aspenideasreset
[58] economy
[50] join
[39] economics
[34] kalamarides
[26] brandeemchale
[24] karchopra
[22] covid
[22] aspeninstitute

Top Words in Tweet in G3:
[45] aspenideas
[28] #aspenideasreset
[26] going
[25] quicktake
[25] move
[25] tomorrow
[20] sentinasmith
[19] aisha_nyandoro
[18] join
[18] climate

Top Words in Tweet in G4:
[6] aspenideas
[3] #ideasfestival
[2] thedailytexan
[2] columbiaspec
[2] ccnycampus
[2] andersoncooper
[2] nygovcuomo
[2] corybooker
[2] nycmayor
[2] senschumer

Top Words in Tweet in G5:
[47] aspeninstitute
[47] dribram
[36] racist
[31] process
[29] re
[29] engaged
[29] struggle
[29] between
[29] two
[29] forces

Top Words in Tweet in G6:
[36] aspenideas
[30] reshmasaujani
[27] #marshallplanformoms
[26] craignewmark
[23] today
[22] announced
[22] philanthropies
[22] supporting
[7] #aspenideasreset
[6] breakout

Top Words in Tweet in G7:
[22] washingtonpost
[20] conversation
[20] postbaron
[20] penultimate
[20] day
[20] eic
[20] news
[20] media
[20] trust
[20] nails

Top Words in Tweet in G8:
[31] aspenideas
[17] reset
[12] join
[10] jeancase
[10] #aspenideasreset
[10] re
[8] paypal
[8] peggy
[8] alford
[8] jennysurane

Top Words in Tweet in G9:
[11] aspen
[10] ideas
[7] re
[3] economy
[3] arts
[3] creative
[2] case
[2] funding
[2] resetting
[2] #thefutureway

Top Words in Tweet in G10:
[6] people
[6] tonight
[6] having
[6] online
[6] concert
[6] between
[6] #aspen
[6] #nyc
[6] celebrating
[6] #antarctica

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[62] join,aspenideas
[59] aspenideas,#aspenideasreset
[39] bloomberg,economics
[36] aspen,ideas
[35] mission,oriented
[35] oriented,approach
[32] racist,process
[31] breakout,session
[30] aspenideas,bloomberg
[30] re,engaged

Top Word Pairs in Tweet in G1:
[42] join,aspenideas
[35] aspenideas,#aspenideasreset
[33] mission,oriented
[33] oriented,approach
[26] access,affordable
[25] whipclyburn,tune
[25] tune,pm
[25] pm,join
[25] #aspenideasreset,talk
[25] talk,access

Top Word Pairs in Tweet in G2:
[20] aspenideas,economics
[19] reedhastings,rfs_vista
[19] rfs_vista,hopecreditunion
[18] adrienne,harris
[18] economics,reedhastings
[18] hopecreditunion,brandeemchale
[18] brandeemchale,citi
[18] bargrett,cityfirstdc
[17] citi,bargrett
[17] cityfirstdc,whipclyburn

Top Word Pairs in Tweet in G3:
[17] #aspenideasreset,forum
[14] tomorrow,going
[14] going,joining
[14] joining,#aspenideasreset
[14] forum,talk
[14] talk,seize
[14] seize,opportunity
[14] opportunity,move
[13] clean,energy
[13] sentinasmith,tomorrow

Top Word Pairs in Tweet in G5:
[31] racist,process
[29] aspeninstitute,re
[29] re,engaged
[29] engaged,struggle
[29] struggle,between
[29] between,two
[29] two,forces
[29] forces,racial
[29] racial,progress
[29] progress,racist

Top Word Pairs in Tweet in G6:
[22] today,aspenideas
[22] aspenideas,announced
[22] announced,craignewmark
[22] craignewmark,philanthropies
[22] philanthropies,supporting
[22] supporting,#marshallplanformoms
[21] reshmasaujani,today
[6] breakout,session
[5] #aspenideasreset,breakout
[5] aspenideas,forum

Top Word Pairs in Tweet in G7:
[20] conversation,postbaron
[20] postbaron,penultimate
[20] penultimate,day
[20] day,eic
[20] eic,washingtonpost
[20] washingtonpost,news
[20] news,media
[20] media,trust
[20] trust,nails
[19] vivian,conversation

Top Word Pairs in Tweet in G8:
[10] aspenideas,reset
[8] paypal,peggy
[8] peggy,alford
[7] aspenideas,re
[6] alford,jennysurane
[5] jeancase,paypal
[4] aspenideas,#aspenideasreset
[4] businesses,force
[4] force,good
[4] betseystevenson,aspenideas

Top Word Pairs in Tweet in G9:
[10] aspen,ideas
[5] ideas,re
[2] case,funding
[2] funding,arts
[2] arts,resetting
[2] resetting,creative
[2] creative,economy
[2] re,aspen
[2] re,breakout
[2] breakout,national

Top Word Pairs in Tweet in G10:
[6] people,tonight
[6] tonight,having
[6] having,online
[6] online,concert
[6] concert,between
[6] between,#aspen
[6] #aspen,#nyc
[6] #nyc,celebrating
[6] celebrating,#antarctica
[6] #antarctica,#arctic

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@economics
@aspeninstitute
@tombersax
@reshmasaujani
@matterspublius
@mazzucatom
@scarletfu
@nwcocouncil
@whipclyburn

Top Replied-To in G1:
@economics
@aspenideas
@reshmasaujani
@mazzucatom
@bethderks
@sophiepurdom
@whipclyburn
@nwcocouncil
@danporterfield
@idarademacher

Top Replied-To in G2:
@aspenideas
@aspeninstitute

Top Replied-To in G3:
@economics
@quicktake

Top Replied-To in G4:
@lastweektonight
@aspenideas

Top Replied-To in G5:
@tombersax
@aspeninstitute
@matterspublius

Top Replied-To in G6:
@reshmasaujani

Top Replied-To in G7:
@gloriafeldt
@vivian

Top Replied-To in G8:
@kittyboone

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@aspeninstitute
@economics
@mazzucatom
@whipclyburn
@dribram
@kalamarides
@brandeemchale
@reshmasaujani
@quicktake

Top Mentioned in G1:
@aspenideas
@mazzucatom
@economics
@whipclyburn
@aspeninstitute
@rajshah
@danporterfield
@iipp_ucl
@bloombergdotorg

Top Mentioned in G2:
@aspenideas
@kalamarides
@economics
@brandeemchale
@aspeninstitute
@karchopra
@citi
@bargrett
@whipclyburn
@reedhastings

Top Mentioned in G3:
@aspenideas
@quicktake
@sentinasmith
@aisha_nyandoro
@gina_mccarthy
@akshatrathi
@economics
@sophiepurdom
@natbullard
@dbaird13

Top Mentioned in G4:
@aspenideas
@thedailytexan
@columbiaspec
@ccnycampus
@andersoncooper
@nygovcuomo
@corybooker
@nycmayor
@senschumer
@mayorsrace2021

Top Mentioned in G5:
@dribram
@aspeninstitute
@jemelehill
@aspenideas

Top Mentioned in G6:
@aspenideas
@reshmasaujani
@craignewmark
@girlswhocode
@soledadobrien
@betseystevenson
@schur_dave
@mkmcollins
@vivian
@washingtonpost

Top Mentioned in G7:
@washingtonpost
@vivian
@aspenideas
@aspendigital

Top Mentioned in G8:
@aspenideas
@jeancase
@paypal
@jennysurane
@economics
@betseystevenson
@aspeninstitute
@mazzucatom
@bloomberg
@reshmasaujani

Top Mentioned in G10:
@djspooky
@holycrossenergy
@alpinebankcolo
@kdnkradio
@cleer_co
@billmckibben
@rvirginiapolar
@aspenideas
@aspencore
@patagonia

Top Tweeters
Top Tweeters in Entire Graph:
@tinamarie_80s
@solutioneer72
@cagney1991
@lavenderblue27
@jjj5819
@brontyman
@kimvie
@business
@guardian
@bob_stinson1234

Top Tweeters in G1:
@solutioneer72
@cagney1991
@brontyman
@robinmcouch
@all435reps
@mariastsehai
@thinkkimthink
@techjunkiejh
@indiasbigdebate
@euphoriceuler

Top Tweeters in G2:
@jjj5819
@bycardenadenis
@terpsichore_los
@tbluvoter
@tummler10
@humanre41270855
@leimer
@psb_dc
@sdg2030
@economics

Top Tweeters in G3:
@business
@bob_stinson1234
@all100senators
@heroesofmine
@ghostcatbce
@vmrwanda
@sunshinethegrey
@demcastmn
@quicktake
@jackiec1989

Top Tweeters in G4:
@guardian
@nytimes
@wsj
@ft
@stevebrant
@bopinion
@un
@alyssa_milano
@corybooker
@ungeneva

Top Tweeters in G5:
@jerry_durhampt
@dwatchnews_nam
@jemelehill
@glncv
@aew1
@belladonna85995
@peggybe_oonujut
@marymadonna6
@liraluis
@kalebrashad

Top Tweeters in G6:
@kimvie
@jozpina
@nancychadbourne
@craignewmark
@soledadobrien
@914mj
@nani2350
@rmanta82
@lebibyc
@pns_news

Top Tweeters in G7:
@lavenderblue27
@washingtonpost
@dickyoungsghost
@craigmatsuda
@carlenegarriso6
@benyt
@ewalds6
@jczamora
@timobrien
@indira_l

Top Tweeters in G8:
@nyt
@nyxbynight
@zimrirosas
@arielrobinson1
@jeremyoharris
@casefoundation
@bloomberg
@thejpo
@jeancase
@jadefloyddc

Top Tweeters in G9:
@alarigaudriebfm
@multi_streaming
@academia15m
@phsu54
@lightedstar
@gfxgarage
@artswisconsin
@himali_singh
@tech_formation
@kellyhannum

Top Tweeters in G10:
@markgelband
@djspooky
@billmckibben
@patagonia
@bojacobs
@4til7
@rvirginiapolar
@kdnkradio
@aspencore
@alpinebankcolo


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