KCRW, Twitter, 7/17/2019 10:34:35 AM, 203380


FAQ | Problem?

KCRW_2019-07-16_14-10-14.xlsx
KCRW_2019-07-16_14-10-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 17, 2019
Short Description:
KCRW via NodeXL http://bit.ly/2O03d54
@kcrw
@nilsmelzer
@kcrwpressplay
@juliancastro
@livevideoinc
@matsmall
@realdonaldtrump
@youtube
@hondoresists
@annee2cu

Top hashtags:
#julianassange
#kcrw
#radiorace
#greaterla
#sunsetstrip
#abbeyroad50
#mindhunter
#earthquake

Description:
Description
The graph represents a network of 3,394 Twitter users whose tweets in the requested range contained "KCRW", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 16 July 2019 at 21:11 UTC.

The requested start date was Tuesday, 16 July 2019 at 00:01 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, 23-hour, 33-minute period from Tuesday, 02 July 2019 at 00:22 UTC to Monday, 15 July 2019 at 23:56 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 : 3394
Unique Edges : 5811
Edges With Duplicates : 1655
Total Edges : 7466
Number of Edge Types : 3
Replies to : 511
Mentions : 6422
Tweet : 533
Self-Loops : 533
Reciprocated Vertex Pair Ratio : 0.0415218902015288
Reciprocated Edge Ratio : 0.0797331109257715
Connected Components : 395
Single-Vertex Connected Components : 297
Maximum Vertices in a Connected Component : 2811
Maximum Edges in a Connected Component : 6838
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.224192
Graph Density : 0.00052058720499986
Modularity : 0.602842
NodeXL Version : 1.0.1.416

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[65] https://www.kcrw.com/culture/shows/the-treatment/david-fincher-mindhunter
[56] https://www.kcrw.com/news/shows/press-play-with-madeleine-brand/presidential-hopeful-julian-castro-on-housing-and-immigration/presidential-hopeful-julian-castro-wants-to-solve-homelessness-by-2028
[21] https://www.kcrw.com/news/shows/greater-la/how-25-roommates-are-able-to-share-1-highland-park-house/how-to-afford-la-get-25-roommates
[16] https://trib.al/Np6MPq9
[14] https://twitter.com/kcrw/status/1148729801173164033
[13] http://www.kcrw.com/
[13] https://www.lamag.com/culturefiles/jason-bentley-kcrw-retirement/
[12] http://petitbiscu.it/KCRWMetropolis
[12] https://www.henryrollins.com/kcrw-berlin-1/2019/7/10/kcrw-berlin-001-12-07-19
[10] https://www.kcrw.com/music/shows/todays-top-tune/editors-frankenstein

Top URLs in Tweet in G1:
[16] https://trib.al/Np6MPq9
[9] https://www.kcrw.com/music/shows/todays-top-tune/editors-frankenstein
[9] https://DhaniHarrison.lnk.to/MotorwaysPreSave
[6] https://www.kcrw.com/culture/shows/the-treatment/david-fincher-mindhunter
[5] https://www.kcrw.com/news/shows/greater-la/how-25-roommates-are-able-to-share-1-highland-park-house/how-to-afford-la-get-25-roommates
[5] https://twitter.com/holywarsmusic/status/1146352699841007616
[5] https://www.kcrw.com/music/shows/todays-top-tune/tuxedo-toast-2-us-featuring-benny-sings
[4] https://www.kcrw.com/app
[4] https://www.kcrw.com/news/shows/greater-la/socal-edison-works-to-mitigate-wildfires/las-worsening-air-quality?utm_content=96084084&utm_medium=social&utm_source=twitter&hss_channel=tw-9636632
[4] https://www.kcrw.com/music/shows/todays-top-tune/cimafunk-ponte-pa-lo-tuyo

Top URLs in Tweet in G2:
[12] http://petitbiscu.it/KCRWMetropolis
[7] https://www.kcrw.com/music/shows/morning-becomes-eclectic
[6] http://www.kcrw.com/
[6] http://www.kcrw.com
[3] https://www.kcrw.com/music/articles/music-for-your-weekend-feat-sanctuary-lakes-cuco-and-wild-belle
[2] https://www.kcrw.com/music/shows/morning-becomes-eclectic/travis-holcombe-guest-hosts-2018-4-16
[2] https://www.kcrw.com/music/shows/todays-top-tune
[2] https://www.kcrw.com/music/shows/todays-top-tune/lila-downs-covers-clandestino-by-manu-chao
[2] http://summernights.kcrw.com/
[2] http://events.kcrw.com/events/kcrw-summer-nights-with-djs-garth-trinidad-jason-bentley/

Top URLs in Tweet in G3:
[9] https://twitter.com/kcrw/status/1148729801173164033
[9] https://www.kcrw.com/culture/shows/the-treatment/david-fincher-mindhunter
[6] https://www.songkick.com/concerts/37091984-damian-jr-gong-marley-at-hollywood-bowl?utm_source=4181&utm_medium=partner
[5] https://www.kcrw.com/culture/shows/scheer-intelligence/the-homegrown-crisis-california-refuses-to-own
[5] https://www.kcrw.com/news/shows/greater-la/in-altadena-the-sierra-madre-fault-rises-to-the-surface/you-may-survive-the-big-one-but-las-water-supply-may-not
[4] https://www.kcrw.com/music/articles/rhythm-planet-recommends-july-concert-picks
[4] https://www.kcrw.com/news/shows/greater-la/how-25-roommates-are-able-to-share-1-highland-park-house/how-to-afford-la-get-25-roommates
[3] https://www.kcrw.com/news/shows/press-play-with-madeleine-brand/uber-and-lyft-want-to-exempt-drivers-from-full-employment-protections
[3] https://www.kcrw.com/news/shows/greater-la/minimum-wage-increase-goes-into-effect-across-parts-of-los-angeles-county/as-the-minimum-wage-goes-up-some-small-businesses-downsize
[3] http://www.kcrw.com/

Top URLs in Tweet in G4:
[5] https://www.kcrw.com/culture/shows/scheer-intelligence/the-media-is-complicit-in-julian-assanges-torture
[2] https://www.truthdig.com/articles/the-media-is-complicit-in-julian-assanges-torture/
[1] https://www.kcrw.com/news-culture/shows/scheer-intelligence/silicon-billionaires-are-the-lethal-monkey-on-the-back-of-the-american-public
[1] https://www.kcrw.com/culture/shows/scheer-intelligence/the-media-is-complicit-in-julian-assanges-torture/embed-player?autoplay=false#

Top URLs in Tweet in G5:
[5] https://www.kcrw.com/news/shows/press-play-with-madeleine-brand/advice-columnist-e-jean-carroll-on-her-list-of-hideous-men-including-donald-trump/how-fresh-off-the-boat-changed-the-lives-of-jeff-and-hudson-yang
[4] https://www.kcrw.com/news/shows/press-play-with-madeleine-brand/la-district-attorney-jackie-lacey-on-her-reelection-bid/the-push-for-progressive-district-attorneys-across-the-us
[2] https://www.kcrw.com/culture/shows/design-and-architecture/5-design-things-to-do-this-week-july-8-14-2019#.XSTs_-4jftA.twitter
[1] https://www.kcrw.com/news/shows/press-play-with-madeleine-brand/in-the-farewell-keeping-grandma-in-the-dark-about-her-cancer/in-the-farewell-hiding-a-loved-ones-health-and-negotiating-two-cultures
[1] https://la.curbed.com/2019/7/1/20677554/los-angeles-new-airbnb-rules-2019?fbclid=IwAR1ZpWx05ItowKy5hZKCnCUyHlhEIb7geR6eYP_lgRoP5aLB_Yxy4kJbt0o
[1] https://www.kcrw.com/news/shows/press-play-with-madeleine-brand/in-the-farewell-keeping-grandma-in-the-dark-about-her-cancer/changing-lives-and-landscapes-along-the-la-river-as-seen-through-photos
[1] https://www.kcrw.com/news/shows/press-play-with-madeleine-brand/whats-different-about-u-s-deportation-policy-now/badwater-ultramarathon-sleepwalking-hallucinations-and-the-magic-of-death-valley
[1] https://www.kcrw.com/news/shows/press-play-with-madeleine-brand/hollywood-bowl-conductor-thomas-wilkins-music-was-calling-me-by-name/hollywood-bowl-conductor-thomas-wilkins-on-connecting-musicians
[1] https://www.kcrw.com/news/shows/press-play-with-madeleine-brand/presidential-hopeful-julian-castro-on-housing-and-immigration/presidential-hopeful-julian-castro-wants-to-solve-homelessness-by-2028
[1] https://www.kcrw.com/culture/shows/design-and-architecture/crystal-cathedrals-resurrection-billboards-on-the-sunset-strip/how-paul-mccartneys-missing-head-from-abbey-road-billboard-made-sunset-strip-history

Top URLs in Tweet in G6:
[3] https://www.kcrw.com/music/shows/anthony-valadez/sundays-latest-show
[2] https://anthonyvaladez.org/2019/07/08/kcrw-playlist-7-jun-2019/
[2] http://www.kcrw.com/
[2] https://www.kcrw.com/news/shows/greater-la/minimum-wage-increase-goes-into-effect-across-parts-of-los-angeles-county
[1] https://anthonyvaladez.org/2019/07/15/kcrw-playlist-1314-july-2019/
[1] https://twitter.com/anthonyvaladez/status/1148016823297662976
[1] https://twitter.com/timothyjnyc/status/1150156361314922496
[1] https://twitter.com/gbx_menace/status/1150541490093010944
[1] https://twitter.com/nikkihoinaylor/status/1150541413249101826
[1] https://twitter.com/phnsuppjeff/status/1150547261790679040

Top URLs in Tweet in G7:
[53] https://www.kcrw.com/news/shows/press-play-with-madeleine-brand/presidential-hopeful-julian-castro-on-housing-and-immigration/presidential-hopeful-julian-castro-wants-to-solve-homelessness-by-2028

Top URLs in Tweet in G8:
[4] https://www.kcrw.com/music/shows/jason-kramer
[1] https://www.kcrw.com/music/shows/garth-trinidad/latest-show
[1] https://twitter.com/kcrwkramer/status/1148854936517484546

Top URLs in Tweet in G9:
[1] https://www.kcrw.com/music/articles/satchmo-nixon-and-the-hidden-stash
[1] https://www.kcrw.com/culture/shows/scheer-intelligence/the-media-is-complicit-in-julian-assanges-torture
[1] https://www.kcrw.com/news/shows/press-play-with-madeleine-brand/homelessness-is-a-state-wide-crisis/homelessness-up-in-la-sf-and-oc-what-is-the-state-doing-about-it
[1] https://youtu.be/eE4rXE5oV2c

Top URLs in Tweet in G10:
[3] http://www.kcrw.com/radiorace
[1] http://www.kcrw.com/news-culture/shows/unfictional/haunted
[1] https://www.kcrw.com/news/shows/greater-la/grocery-workers-could-strike-in-the-coming-days/grocery-employees-say-their-wages-and-benefits-arent-keeping-up-with-the-economy
[1] https://twitter.com/carlaflou/status/1149103140043554816
[1] https://twitter.com/UFCW770/status/1149835585214930944
[1] https://www.kcrw.com/culture/articles/employers-you-better-have-my-money-best-practices-for-running-an-independent-podcast-shop/
[1] https://www.kcrw.com/culture/shows/unfictional/vampire-of-barcelona
[1] https://elpais.com/politica/2018/10/20/cronica_negra/1539996047_147988.html?id_externo_rsoc=TW_CC
[1] https://www.kcrw.com/news/shows/greater-la/grocery-workers-could-strike-in-the-coming-days/grocery-employees-say-their-wages-and-benefits-arent-keeping-up-with-the-economy?campaign_id=49&instance_id=10859&segment_id=15155&user_id=b62e9f2376e261c054d62c1cbeef0e8d®i_id=76101035
[1] https://twitter.com/ippkcrw/status/1149068960672804864

Top Domains
Top Domains in Tweet in Entire Graph:
[706] kcrw.com
[135] twitter.com
[118] youtube.com
[35] instagram.com
[20] lamag.com
[16] trib.al
[14] henryrollins.com
[12] petitbiscu.it
[11] lnk.to
[11] eventbrite.com

Top Domains in Tweet in G1:
[126] kcrw.com
[26] twitter.com
[16] trib.al
[10] lnk.to
[6] youtube.com
[5] wbur.org
[4] instagram.com
[3] vulture.com
[3] npr.org
[3] n.pr

Top Domains in Tweet in G2:
[77] kcrw.com
[23] twitter.com
[14] instagram.com
[12] petitbiscu.it
[8] fb.me
[6] ucla.edu
[5] youtube.com
[4] typepad.com
[3] hollywoodbowl.com
[2] henryrollins.com

Top Domains in Tweet in G3:
[149] kcrw.com
[47] youtube.com
[41] twitter.com
[9] instagram.com
[6] spotify.com
[6] songkick.com
[3] facebook.com
[3] lnkd.in
[2] allaccess.com
[2] lamag.com

Top Domains in Tweet in G4:
[7] kcrw.com
[2] truthdig.com

Top Domains in Tweet in G5:
[28] kcrw.com
[4] twitter.com
[1] curbed.com
[1] slate.com

Top Domains in Tweet in G6:
[17] kcrw.com
[8] twitter.com
[4] anthonyvaladez.org
[1] instagram.com
[1] tunein.com
[1] eventbrite.com

Top Domains in Tweet in G7:
[53] kcrw.com

Top Domains in Tweet in G8:
[5] kcrw.com
[1] twitter.com

Top Domains in Tweet in G9:
[3] kcrw.com
[1] youtu.be

Top Domains in Tweet in G10:
[9] kcrw.com
[4] twitter.com
[1] elpais.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[124] julianassange
[80] kcrw
[47] radiorace
[32] greaterla
[21] sunsetstrip
[21] abbeyroad50
[15] mindhunter
[15] earthquake
[13] music
[13] lostnotes



Top Hashtags in Tweet in G1:
[12] lostnotes
[11] earthquake
[10] greaterla
[9] radiorace
[6] kcrw
[4] kcrwsummernights
[4] brooklynusa
[3] happy4thofjuly
[3] kcrwpresents
[2] soundcloud

Top Hashtags in Tweet in G2:
[26] kcrw
[13] greaterla
[7] music
[6] atthebowl
[5] kcrwsummernights
[5] fightfor15
[4] reggae
[4] importantradio
[4] indie
[4] edm

Top Hashtags in Tweet in G3:
[9] kcrw
[3] la
[3] uber
[3] lyft
[3] nowplaying
[2] summer
[2] california
[2] travel
[2] music
[2] earthquakes

Top Hashtags in Tweet in G4:
[124] julianassange
[5] assange
[2] manning
[1] rightsideofhistory
[1] freeassange
[1] unity4j
[1] murdochmedia
[1] foxnews
[1] scheerintelligence

Top Hashtags in Tweet in G5:
[17] sunsetstrip
[17] abbeyroad50
[4] kcrwdna
[1] freshofftheboat
[1] wemakekcrw
[1] boomersooner
[1] tbt
[1] publicradionerd
[1] ogoriginalspin
[1] radiorace

Top Hashtags in Tweet in G6:
[5] nowplaying
[3] music
[2] kcrw
[2] selgascano
[1] powwow
[1] kcrwsummernights
[1] turnuptony
[1] summer
[1] badfewweeks
[1] letsmakeitbetter

Top Hashtags in Tweet in G7:
[1] greaterla

Top Hashtags in Tweet in G8:
[4] futureofmusic
[1] thelovereunion
[1] jojo
[1] edsheeran
[1] promost
[1] kenbooth
[1] kpop
[1] bts_twt
[1] bts
[1] truelove

Top Hashtags in Tweet in G9:
[1] freejulianassange
[1] trumpsliesmatter
[1] c4wp2020
[1] thefenix
[1] no1winsww3

Top Hashtags in Tweet in G10:
[34] radiorace
[5] greaterla
[1] onejobshouldbeenough

Top Words
Top Words in Tweet in Entire Graph:
[1904] Words in Sentiment List#1: Positive
[1069] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[64161] Non-categorized Words
[67136] Total Words
[2148] kcrw
[659] fincher
[651] david
[631] august
[630] netflix

Top Words in Tweet in G1:
[954] kcrw
[617] getfandom
[571] podcast
[563] fincher
[563] august
[561] netflix
[561] david
[559] hits
[559] 16
[559] 'the

Top Words in Tweet in G2:
[340] kcrw
[59] mbekcrw
[50] music
[50] pavo
[47] new
[47] drlucyjones
[46] radiochio
[45] morning
[43] s
[42] tune

Top Words in Tweet in G3:
[152] kcrw
[61] live
[32] performing
[27] s
[19] ã
[19] time
[17] song
[17] now
[17] july
[15] david

Top Words in Tweet in G4:
[145] robert_scheer
[138] nilsmelzer
[133] torture
[130] interview
[126] out
[126] s
[125] complicit
[124] media
[124] #julianassange
[124] read

Top Words in Tweet in G5:
[82] kcrwpressplay
[62] kcrw
[36] onpointradio
[34] wbur
[31] tv
[30] really
[30] themadbrand
[30] brianhardzinski
[29] proud
[29] sense

Top Words in Tweet in G6:
[80] kcrw
[46] anthonyvaladez
[25] x
[20] s
[19] new
[13] set
[12] listen
[10] today
[10] 6pm
[9] weekend

Top Words in Tweet in G7:
[95] homelessness
[93] end
[91] sawyerhackett
[59] juliancastro
[51] candidate
[51] comprehensive
[51] platform
[43] during
[42] confident
[42] country

Top Words in Tweet in G8:
[84] kcrw
[61] radio
[57] show
[51] tonight
[35] spin
[32] kcrwkramer
[23] dig
[18] cool
[15] new
[15] ft

Top Words in Tweet in G9:
[3] potus
[2] realdonaldtrump
[2] abc

Top Words in Tweet in G10:
[48] kcrw
[34] #radiorace
[30] time
[21] hey
[19] one
[19] open
[16] sign
[16] ups
[16] year's
[16] kristenlepore

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[649] david,fincher
[615] august,16
[561] netflix,august
[560] fincher,reveals
[560] reveals,'mindhunter'
[560] 'mindhunter',s2
[560] s2,hits
[560] hits,netflix
[560] 16,kcrw
[560] kcrw,'the

Top Word Pairs in Tweet in G1:
[561] david,fincher
[559] august,16
[558] fincher,reveals
[558] reveals,'mindhunter'
[558] 'mindhunter',s2
[558] s2,hits
[558] hits,netflix
[558] netflix,august
[558] 16,kcrw
[558] kcrw,'the

Top Word Pairs in Tweet in G2:
[25] summer,nights
[25] pavo,pavo
[19] kcrw,dj
[18] kcrw,summer
[18] kcrw,drlucyjones
[16] new,music
[15] morning,becomes
[14] kcrw's,morning
[14] becomes,eclectic
[14] radiochio,kcrw

Top Word Pairs in Tweet in G3:
[45] live,kcrw
[13] david,fincher
[12] brandi,carlile
[12] carlile,time
[12] time,hear
[12] hear,song
[12] song,live
[9] ã,ã
[8] season,2
[7] kcrw,youtubeより

Top Word Pairs in Tweet in G4:
[124] out,interview
[124] interview,robert_scheer
[124] robert_scheer,media
[124] media,complicit
[124] complicit,#julianassange
[124] #julianassange,s
[124] s,torture
[124] torture,read
[124] read,listen
[123] nilsmelzer,out

Top Word Pairs in Tweet in G5:
[33] onpointradio,kcrw
[33] kcrw,kcrwpressplay
[33] kcrwpressplay,wbur
[28] thing,actually
[28] actually,happy
[28] happy,proud
[28] tv,really
[28] really,grown
[28] grown,sense
[28] brianhardzinski,onpointradio

Top Word Pairs in Tweet in G6:
[14] anthonyvaladez,kcrw
[9] 3,6pm
[8] s,kcrw
[8] kcrw,set
[8] âš,ï
[6] thomyorke,kcrw
[5] today,s
[4] support,public
[4] public,radio
[4] radio,kcrw

Top Word Pairs in Tweet in G7:
[93] end,homelessness
[51] candidate,comprehensive
[51] comprehensive,platform
[51] platform,end
[50] sawyerhackett,candidate
[42] juliancastro,confident
[42] confident,end
[42] homelessness,country
[42] country,s
[42] s,done

Top Word Pairs in Tweet in G8:
[60] kcrw,radio
[32] show,kcrw
[26] tonight,show
[19] spin,tonight
[17] tonight,kcrw
[14] show,tonight
[12] here,go
[9] radio,cool
[7] play,tonight
[5] spin,show

Top Word Pairs in Tweet in G10:
[16] sign,ups
[16] open,year's
[16] year's,#radiorace
[15] #radiorace,one
[14] oh,hey
[14] hey,time
[14] time,#radiorace
[14] one,ways
[14] ways,discover
[14] discover,new

Top Replied-To
Top Replied-To in Entire Graph:
@kcrw
@getfandom
@brianhardzinski
@anthonyvaladez
@radiochio
@travisholcombe
@nilsmelzer
@tothepoint_kcrw
@kcrwkramer

Top Replied-To in G1:
@getfandom
@kcrw
@_amazinglyawful
@npr
@nprpolitics
@bencoria
@trufelman
@editorsofficial
@erisenyo

Top Replied-To in G2:
@kcrw
@radiochio
@travisholcombe
@garthtrinidad
@gustavoarellano
@dj_josegalvan
@itsabyrd
@goodcitizenband
@jason_bentley
@kklotzle

Top Replied-To in G3:

Top Replied-To in G4:
@nilsmelzer
@robert_scheer
@johwilcha

Top Replied-To in G5:
@brianhardzinski
@kcrwpressplay
@rickholter
@themadbrand
@aparnamuk
@levinsonjessica
@craftyandangry
@1matthewstock
@kelbrooks
@saulkqed

Top Replied-To in G6:
@anthonyvaladez
@ericjlawrence
@neumarkdn
@madehaste
@oc_momma
@stevencahn
@tevere62
@kcrw

Top Replied-To in G8:
@kcrwkramer
@augustineposts
@donaleeralston
@noahslee
@wildesmusic
@nikomakesbeats

Top Replied-To in G9:
@thedude67111
@abc

Top Replied-To in G10:
@kcrw
@kristenlepore
@pomerantz
@miketrout
@kolecalhoun
@fromcalitomars
@teamsters
@carlaflou

Top Mentioned
Top Mentioned in Entire Graph:
@kcrw
@getfandom
@robert_scheer
@nilsmelzer
@sawyerhackett
@kcrwpressplay
@mbekcrw
@juliancastro
@jason_bentley
@drlucyjones

Top Mentioned in G1:
@kcrw
@getfandom
@randomtape
@nprmusic
@kpcc
@npwhite
@jesshopp
@editorsofficial
@npr
@nocturnepodcast

Top Mentioned in G2:
@kcrw
@mbekcrw
@drlucyjones
@jason_bentley
@radiochio
@garthtrinidad
@hammer_museum
@anne_litt
@thisisdanwilcox
@raulcampos

Top Mentioned in G3:

Top Mentioned in G4:
@robert_scheer
@nilsmelzer
@truthdig
@kcrw
@scheercast
@plucille54
@nils
@dr_lcorredor
@feministbi
@wrs_salish

Top Mentioned in G5:
@kcrwpressplay
@kcrw
@onpointradio
@wbur
@themadbrand
@lahistory
@eden_eats
@slack2thefuture
@its_willyu
@originalspin

Top Mentioned in G6:
@kcrw
@anthonyvaladez
@thomyorke
@jbalvin
@sanbenito
@powwowlongbeach
@tunein
@hope_tala
@dlba
@iristemplemusic

Top Mentioned in G7:
@sawyerhackett
@juliancastro
@tusk81
@awalkerinla
@drlucyjones

Top Mentioned in G8:
@kcrw
@kcrwkramer
@bootlegtheater
@drinkerfornow
@isitjohan
@rhi_music_
@bipolarsunshine
@augustineposts
@tonesandimusic
@gizmovarillas

Top Mentioned in G9:
@realdonaldtrump
@potus
@jrtrio2001
@gotjanie
@bonjs0370
@terig1014
@ragincajun592
@gonzobaggins
@mywitsennd
@flamommy618

Top Mentioned in G10:
@kcrw
@ippkcrw
@kristenlepore
@carlaflou
@deermud
@ufcw770
@radiochio
@unfictional
@lapressclub
@anuonganuong

Top Tweeters
Top Tweeters in Entire Graph:
@claudosky
@wgmunowplaying
@independent
@fipnowplays
@wnmcradio
@ligayaloyola
@schestowitz
@kalxplaylist
@metaquest
@kalxnow

Top Tweeters in G1:
@dart_adams
@itswanda
@ojthenigerian
@nytimes
@suzanneinlgb
@arianapond
@washingtonpost
@seanreezy25
@poppenreport
@cdulaney85

Top Tweeters in G2:
@protestmusica
@gustavoarellano
@msnbc
@wileyupdates
@iyamiyam
@mavrocksgirl
@twoshotgurl
@anblanx
@scxq28
@fightfor15

Top Tweeters in G3:
@wgmunowplaying
@fipnowplays
@wnmcradio
@schestowitz
@rojname_english
@a35362
@charlierichmond
@musa_souled
@thelastpiratela
@mile_by_mile

Top Tweeters in G4:
@nofascistlies
@pmo_w
@lauramarsh70
@kelownascott
@proglocommons
@unetomaterouge
@jaraparilla
@flemingjude
@greekemmy
@molodyko

Top Tweeters in G5:
@kskm3
@avocalistsrival
@kw1979
@ellemagazine
@brooklynandbo
@profjontaylor
@wbur
@dihuang
@mickimaynard
@onpointradio

Top Tweeters in G6:
@venice311
@eightyocho
@lorettafilms
@lefto
@melissalvla
@justinscake
@14kt
@anthonyvaladez
@tylerthecreator
@jorge__loc

Top Tweeters in G7:
@metaquest
@miss_placed_
@painter_nancy
@monicaisliberal
@seriouslyjr
@zerlinamaxwell
@theobamanista
@lagrande97
@jboogie_pdx
@lacadri34

Top Tweeters in G8:
@independent
@bbc6music
@clashmagazine
@bbcr1
@toddlat
@raheem_devaughn
@manilakilla
@dummymag
@theophilusl
@mereba

Top Tweeters in G9:
@abc
@singlespeedgo
@thedude67111
@newshour
@62walterp
@livevideoinc
@rangespyder
@kurtkelly
@now1solar
@darthspader747

Top Tweeters in G10:
@irishetchings
@aflcio
@mellemusic
@_kennyuong_
@socialak47
@teamsters
@erisianlib
@anneflournoy
@chandraprater
@ufcw