KCRW, Twitter, 2/23/2021 1:31:26 PM, 249441


FAQ | Problem?

KCRW_2021-02-23_00-34-17.xlsx
KCRW_2021-02-23_00-34-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 23, 2021
Short Description:
KCRW via NodeXL https://bit.ly/2Nwl3gu
@kcrw
@ridgebrook
@tonyfisch
@youtube
@mbekcrw
@davidduchovny
@anthonyvaladez
@stanbecker603
@photocrazy1
@curtisjtrammell

Top hashtags:
#kcrw
#myblackla
#music
#npr
#california
#losangeles
#greaterla
#kqed
#wdet
#wbur

Description:
Description
The graph represents a network of 2,789 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, 23 February 2021 at 08:40 UTC.

The requested start date was Tuesday, 23 February 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 13-day, 21-hour, 49-minute period from Tuesday, 09 February 2021 at 01:02 UTC to Monday, 22 February 2021 at 22:51 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 : 2789
Unique Edges : 3484
Edges With Duplicates : 5096
Total Edges : 8580
Number of Edge Types : 5
Retweet : 1253
MentionsInRetweet : 2413
Replies to : 778
Mentions : 3666
Tweet : 470
Self-Loops : 480
Reciprocated Vertex Pair Ratio : 0.0598438855160451
Reciprocated Edge Ratio : 0.112929623567921
Connected Components : 360
Single-Vertex Connected Components : 232
Maximum Vertices in a Connected Component : 2139
Maximum Edges in a Connected Component : 7779
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.173072
Graph Density : 0.000628622488532269
Modularity : 0.428659
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,789 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, 23 February 2021 at 08:40 UTC.

The requested start date was Tuesday, 23 February 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 13-day, 21-hour, 49-minute period from Tuesday, 09 February 2021 at 01:02 UTC to Monday, 22 February 2021 at 22:51 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 : KCRW
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:
[31] https://www.kcrw.com/music/shows/todays-top-tune/yuna-dance-like-nobodys-watching
[29] https://www.kcrw.com/
[21] https://www.kcrw.com/culture/shows/bookworm/david-duchovny-truly-like-lightning
[21] https://open.spotify.com/playlist/3fVdBurz1iMutXEiqIXLee
[19] https://livesessions.npr.org/videos/leon-bridges-leon-bridges-better-man?utm_source=twitter.com&utm_campaign=nprmusic&utm_medium=social&utm_term=music
[15] https://www.youtube.com/watch?v=6YzGOq42zLk&feature=youtu.be

[15] https://www.kcrw.com/news/shows/greater-la/fix-broken-tech-los-angeles-future-orange-county-vaccination/wasted-right-to-repair
[14] https://www.kcrw.com/news/shows/kcrw-features/my-black-la-kwasi-boyd-bouldin-african-american-landscape-photography
[11] https://twitter.com/kcrw/status/1362840637817692163
[11] https://www.kcrw.com/news/shows/npr/npr-story/967082282?utm_campaign=npr-story&utm_source=twitter&utm_medium=kcrw-tweet&utm_content=npr-story-chick-corea-obit

Top URLs in Tweet in G1:
[30] https://www.kcrw.com/music/shows/todays-top-tune/yuna-dance-like-nobodys-watching
[20] https://open.spotify.com/playlist/3fVdBurz1iMutXEiqIXLee
[12] https://www.kcrw.com/news/shows/kcrw-features/my-black-la-kwasi-boyd-bouldin-african-american-landscape-photography
[8] https://www.kcrw.com/news/shows/npr/npr-story/967082282?utm_campaign=npr-story&utm_source=twitter&utm_medium=kcrw-tweet&utm_content=npr-story-chick-corea-obit
[8] https://twitter.com/kcrw/status/1361495767949705216
[6] https://www.kcrw.com/news/shows/greater-la/fix-broken-tech-los-angeles-future-orange-county-vaccination/wasted-right-to-repair?utm_campaign=gla&utm_source=twitter&utm_medium=kcrw-tweet&utm_content=gla-wasted-right-to-repair
[5] https://www.kcrw.com/culture/shows/good-food/black-excellence-culinary-historian-chef-pitmaster/barbecue-mechanical-engineer-pitmaster?utm_campaign=gf&utm_source=twitter&utm_medium=kcrw-tweet&utm_content=gf-barbecue-mechanical-engineer-pitmaster
[5] https://www.kcrw.com/culture/shows/life-examined/marriage-history-monogamy-polyamory-relationships/elisabeth-sheff-interview-can-polyamory-relationships-work
[4] https://twitter.com/acherrymary/status/1358911584723111940
[4] https://www.kcrw.com/news/shows/npr/npr-story/969494791?utm_campaign=npr-story&utm_source=twitter&utm_medium=kcrw-tweet&utm_content=npr-story-half-million-covid-deaths-us

Top URLs in Tweet in G2:
[28] https://www.kcrw.com/
[11] http://newmedia.kcrw.com/tracklists/?search_type=0&host=Morning+Becomes+Eclectic
[8] https://www.kcrw.com/music/shows/morning-becomes-eclectic/morning-becomes-eclectics-playlist-february-9-2021?utm_source=twitter&utm_medium=mbekcrw-tweet&utm_campaign=mbe&utm_content=mbe-feb-9-show-reheat
[7] https://www.kcrw.com/music/shows/morning-becomes-eclectic
[6] https://floodmagazine.com/84622/kcrw-mbe-anthony-valadez-novena-carmel/
[5] https://twitter.com/TheJazzcatnet/status/1363592877201182721
[5] https://www.kcrw.com/people/scott-dallavo
[5] https://www.kcrw.com/music/shows/morning-becomes-eclectic/arlo-parks-mbe-live
[4] https://www.kcrw.com/music/shows/leroy-downs
[4] https://twitter.com/All_Music_TV/status/1360765769395544065

Top URLs in Tweet in G3:
[4] https://www.openculture.com/2021/02/radio-vs-podcasting-a-discussion-with-jason-bentley-kcrw-the-backstory-on-pretty-much-pop-a-culture-podcast-81.html
[4] https://twitter.com/kcrw/status/1359990107604942849
[4] https://www.kcrw.com/culture/shows/the-business/zoeys-extraordinary-playlist/banter-fox-news-cnn
[4] https://radiofacts.com/kcrw-and-npr-stations-ascension-increasingly-appealing-programming/?utm_source=twitter&utm_medium=social&utm_campaign=Revive
[3] https://www.kcrw.com/news/shows/press-play-with-madeleine-brand/coronavirus-racial-violence-remote-workplaces-comics/elderly-asian-american-attacks-bay-area-police-hollywood
[3] https://www.kcrw.com/news/shows/greater-la/fix-broken-tech-los-angeles-future-orange-county-vaccination/wasted-right-to-repair
[2] https://www.youtube.com/watch?v=HUYWLS7Dl3s&feature=youtu.be

[2] https://www.kcrw.com/culture/shows/lost-notes/beyond-disco-nermin-niazi-and-feisal-mosleh?fbclid=IwAR0SPQqH7KHZ8L0jw5gajYv2VobTtxpKUoWv8BkovJTeGd4fC_EKXLd8_Ac
[2] https://www.youtube.com/watch?v=3oi6CswD9Nc&feature=youtu.be

[2] https://www.kcrw.com/news/shows/kcrw-features/incarceration-la-prison-kelly-lytle-hernandez-marques-vestal-ucla

Top URLs in Tweet in G4:
[4] https://www.kcrw.com/culture/shows/the-business/zoeys-extraordinary-playlist/banter-fox-news-cnn
[1] https://www.kcrw.com/culture/shows/hollywood-breakdown/fox-news-ratings
[1] https://twitter.com/Politicsinsider/status/1361997005841715201
[1] https://twitter.com/kcrw/status/1359990107604942849
[1] https://www.cnbc.com/2021/02/13/fatigue-headaches-and-chest-pain-medical-experts-try-to-establish-long-covid-diagnosis-for-patients-with-lasting-symptoms.html
[1] https://twitter.com/PBS/status/1361850142207471618
[1] https://twitter.com/MSNBC/status/1361883591815401472
[1] https://twitter.com/lacanetwork/status/1360285354222260224
[1] https://losangeles.cbslocal.com/video/5293410-family-says-belongings-of-man-who-died-from-covid-at-santa-monica-hospital-stolen/
[1] https://twitter.com/BrianKarem/status/1363905502263078916

Top URLs in Tweet in G5:
[18] https://livesessions.npr.org/videos/leon-bridges-leon-bridges-better-man?utm_source=twitter.com&utm_campaign=nprmusic&utm_medium=social&utm_term=music
[2] http://tunein.com/station/?StationId=25510
[1] https://www.kcrw.com/music/shows/garth-trinidad
[1] https://www.mixcloud.com/bob-barth/back-to-the-countdown-february-11th-1956-with-your-host-bob-barth/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D1Bm-IDP8tDk&q=EgS4SO-bGKH-0oEGIhkA8aeDS9t9617iTLQ6LxclqvCE4OObrhwMMgFy
[1] https://www.thesoundcafe.com/post/robert-connely-farr-casts-a-hypnotic-spell-on-country-supper

Top URLs in Tweet in G6:
[19] https://www.kcrw.com/culture/shows/bookworm/david-duchovny-truly-like-lightning
[8] https://twitter.com/kcrw/status/1362840637817692163

Top URLs in Tweet in G7:
[2] https://www.kcrw.com/news/shows/left-right-center/left-right-center-independent
[2] https://www.kcrw.com/news/shows/left-right-center/on-trial
[1] http://kcrw.com/news/shows/left-right-center/new-voices-from-across-the-political-spectrum-on-left-right-center?utm_source=twitter&utm_medium=LRC-tweet&utm_campaign=LRC&utm_content=LRC-format-announce
[1] https://www.kcrw.com/news/shows/left-right-center/closer-to-2-trillion
[1] https://www.kcrw.com/news/shows/lrc-presents-all-the-presidents-lawyers/first-impressions-of-the-second-impeachment
[1] https://www.kcrw.com/news/shows/greater-la/animals-wildfires-republicans-trump-right-wing-politics/san-diego-right-wing-extremism
[1] https://www.youtube.com/watch?v=Reruwp_Fs3Y&feature=youtu.be


Top URLs in Tweet in G8:
[1] https://twitter.com/milindkp/status/1363030559937634304

Top URLs in Tweet in G9:
[13] https://www.youtube.com/watch?v=6YzGOq42zLk&feature=youtu.be

[3] https://www.youtube.com/watch?v=IRh8gqh12CI&feature=youtu.be

[2] https://www.youtube.com/watch?v=YU3-aqyj2a4&feature=youtu.be

[2] https://www.youtube.com/watch?v=NfPbQXGxSqE&feature=youtu.be

[2] https://www.youtube.com/watch?v=zg3U4ak7IDA&feature=youtu.be

[2] https://www.youtube.com/watch?v=k7zA6sQyPLY&feature=youtu.be

[2] https://rumble.com/vdot0j-latest-drain-the-swamp-news-tuesday-9th-of-february-late-edition.html
[2] https://www.youtube.com/watch?v=XPe8P_OoTbg&feature=youtu.be

[2] https://www.youtube.com/watch?v=29m54KcvMEQ&feature=youtu.be

[2] https://youtu.be/4_lzePiwkCM?a

Top URLs in Tweet in G10:
[8] https://www.seedandspark.com/fund/black-kungfu-chick#updates/30420
[1] https://www.kcrw.com/news/shows/greater-la/la-da-lawsuit-sentence-enhancements-anaheim/little-arabia-business-district-voters-city-council
[1] https://www.kcrw.com/news/shows/greater-la/northridge-roller-rink-coronavirus-vaccinations/lorenzo-arellano-covid-vaccine
[1] https://www.kcrw.com/news/shows/greater-la/fix-broken-tech-los-angeles-future-orange-county-vaccination/oc-vaccines-barriers-language-locations-digital
[1] https://twitter.com/acherrymary/status/1358911584723111940
[1] https://twitter.com/UMPodcastDV/status/1360672298370355203
[1] https://slamdance.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[732] kcrw.com
[175] twitter.com
[93] youtube.com
[38] google.com
[29] spotify.com
[21] npr.org
[14] rumble.com
[9] apple.news
[8] seedandspark.com
[7] go.com

Top Domains in Tweet in G1:
[250] kcrw.com
[46] twitter.com
[21] spotify.com
[4] hs-sites.com
[3] google.com
[2] youtube.com
[1] thelapod.com
[1] medium.com
[1] apple.com
[1] bloomberg.com

Top Domains in Tweet in G2:
[129] kcrw.com
[39] twitter.com
[18] google.com
[8] youtube.com
[6] floodmagazine.com
[5] spotify.com
[3] instagram.com
[2] artsearth.org
[2] shazam.com
[1] bandcamp.com

Top Domains in Tweet in G3:
[120] kcrw.com
[32] twitter.com
[22] youtube.com
[9] google.com
[6] apple.news
[5] openculture.com
[5] radiofacts.com
[3] spotify.com
[2] nm.us
[2] hoopladigital.com

Top Domains in Tweet in G4:
[9] twitter.com
[5] kcrw.com
[1] cnbc.com
[1] cbslocal.com
[1] rawstory.com

Top Domains in Tweet in G5:
[18] npr.org
[2] tunein.com
[1] kcrw.com
[1] mixcloud.com
[1] google.com
[1] thesoundcafe.com

Top Domains in Tweet in G6:
[19] kcrw.com
[8] twitter.com

Top Domains in Tweet in G7:
[8] kcrw.com
[1] youtube.com

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

Top Domains in Tweet in G9:
[53] youtube.com
[14] rumble.com
[2] youtu.be

Top Domains in Tweet in G10:
[8] seedandspark.com
[3] kcrw.com
[2] twitter.com
[1] slamdance.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[96] kcrw
[42] myblackla
[21] music
[20] npr
[19] california
[17] losangeles
[16] greaterla
[16] kqed
[15] wdet
[15] wbur



Top Hashtags in Tweet in G1:
[37] myblackla
[13] kcrw
[12] greaterla
[12] bussifame
[12] threepinpr
[11] documentary
[11] photography
[11] bestnewmusic
[7] todaystoptune
[6] lifeexamined

Top Hashtags in Tweet in G2:
[45] kcrw
[15] music
[11] publicradio
[9] jazz
[9] mbe
[9] djraulcampos
[9] senordiscos
[9] djrc1
[8] valentinesday
[7] morningbecomeseclectic

Top Hashtags in Tweet in G3:
[12] kcrw
[10] pumpupthavolume
[4] california
[3] nowplaying
[2] construction
[2] techrepair
[2] la
[2] hbomax
[2] cnn
[2] media

Top Hashtags in Tweet in G4:
[4] foxnews
[1] foxbusiness
[1] rondeathsantis
[1] stjohnshospital
[1] covid
[1] theft

Top Hashtags in Tweet in G5:
[3] nowplaying
[1] chocolatecity
[1] ff
[1] 50s
[1] countdown
[1] music
[1] podcast
[1] rt

Top Hashtags in Tweet in G6:
[2] davidduchovny
[2] trulylikelightning
[1] michaelsilverblatt
[1] bookworm

Top Hashtags in Tweet in G8:
[5] savevizagsteelplant
[5] saverinl
[5] savevizagsteel32
[5] vishakaukkuandhrulahakku
[1] mosquitos
[1] trs
[1] kcrbirthday
[1] kcr
[1] telangana
[1] telanganacm

Top Hashtags in Tweet in G9:
[15] wdet
[15] wbur
[15] wnyc
[15] wbez
[15] atlpba
[15] kvcr
[15] kqed
[15] kera
[15] wlrn
[15] opb

Top Hashtags in Tweet in G10:
[9] webseries
[8] indiefilm
[8] blackgirlmagic
[8] kungfu
[2] southla
[1] littlefish
[1] greaterla
[1] sneakyaf
[1] myblackla
[1] blackkungfuchick

Top Words
Top Words in Tweet in Entire Graph:
[2030] kcrw
[259] mbekcrw
[241] black
[193] novenacarmel
[187] anthonyvaladez
[186] people
[182] love
[173] anne_litt
[169] live
[166] music

Top Words in Tweet in G1:
[708] kcrw
[190] black
[138] people
[122] cerisecastle
[88] surprise
[86] programming
[81] tweet
[80] concept
[80] imagine
[80] saw

Top Words in Tweet in G2:
[633] kcrw
[223] mbekcrw
[185] novenacarmel
[175] anthonyvaladez
[153] anne_litt
[114] raulcampos
[99] love
[96] music
[94] today
[92] morning

Top Words in Tweet in G3:
[122] kcrw
[41] live
[18] radio
[18] session
[15] performing
[14] people
[13] black
[12] music
[12] #kcrw
[11] really

Top Words in Tweet in G4:
[33] kcrw
[19] nytimes
[18] thehill
[18] gop
[17] pbs
[16] washingtonpost
[14] politico
[13] foxnews
[12] msnbc
[10] nprpolitics

Top Words in Tweet in G5:
[39] kcrw
[19] nprmusic
[18] npr
[18] live
[18] sessions
[18] watch
[18] leon
[18] bridges
[18] perform
[18] better

Top Words in Tweet in G6:
[55] davidduchovny
[44] michael
[43] silverblatt
[39] thanks
[39] talk
[23] kcrw
[21] read
[20] truly
[20] lightning
[13] files

Top Words in Tweet in G7:
[49] jbarro
[32] sarafay
[31] kcrw
[31] popehat
[16] lrc
[16] ddayen
[15] lrckcrw
[14] impeachment
[11] housing
[9] plus

Top Words in Tweet in G8:
[14] kcrw
[12] ktrtrs
[12] ర
[10] త
[10] క
[9] గ
[9] ల
[8] చ
[6] స
[6] ద

Top Words in Tweet in G9:
[55] youtube
[51] kcrw
[47] live
[36] performing
[15] #wdet
[15] #wbur
[15] #wnyc
[15] #wbez
[15] #atlpba
[15] #kvcr

Top Words in Tweet in G10:
[53] kcrw
[31] gustavoarellano
[26] latest
[26] county
[26] line
[25] orange
[24] porfas
[23] vaccine
[16] machismo
[14] older

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[91] black,people
[84] people,kcrw
[84] live,kcrw
[81] kcrw,imagine
[80] 2020,brought
[80] brought,concept
[80] concept,programming
[80] programming,black
[80] imagine,surprise
[80] surprise,saw

Top Word Pairs in Tweet in G1:
[89] black,people
[83] people,kcrw
[80] kcrw,imagine
[79] 2020,brought
[79] brought,concept
[79] concept,programming
[79] programming,black
[79] imagine,surprise
[79] surprise,saw
[79] saw,tweet

Top Word Pairs in Tweet in G2:
[58] raulcampos,kcrw
[51] anthonyvaladez,novenacarmel
[49] novenacarmel,anthonyvaladez
[46] world,premiere
[46] anne_litt,kcrw
[35] novenacarmel,kcrw
[28] mbekcrw,kcrw
[25] premiere,today
[24] morning,becomes
[24] rodrigo,gabriela

Top Word Pairs in Tweet in G3:
[29] live,kcrw
[17] kcrw,session
[9] jimmy,cliff
[8] cliff,kcrw
[7] played,really
[7] really,jimmy
[7] session,universal
[6] radio,vs
[6] vs,podcasting
[6] podcasting,discussion

Top Word Pairs in Tweet in G4:
[10] nytimes,washingtonpost
[9] pbs,kcrw
[7] nprpolitics,pbs
[6] hawleymo,foxnews
[6] foxnews,cnnbrk
[6] cnnbrk,abc
[6] stlouisreview,kansascitypbs
[6] kansascitypbs,kansascityspurs
[6] kansascityspurs,kansascitymag
[6] kansascitymag,springfieldmo10

Top Word Pairs in Tweet in G5:
[18] npr,live
[18] live,sessions
[18] sessions,watch
[18] watch,leon
[18] leon,bridges
[18] bridges,perform
[18] perform,better
[18] better,man
[18] man,kcrw
[17] nprmusic,npr

Top Word Pairs in Tweet in G6:
[43] michael,silverblatt
[39] thanks,talk
[39] talk,michael
[38] davidduchovny,thanks
[20] truly,lightning
[14] kcrw,davidduchovny
[11] davidduchovny,actor
[11] actor,before
[11] before,became
[11] became,author

Top Word Pairs in Tweet in G7:
[31] jbarro,sarafay
[27] popehat,kcrw
[27] kcrw,jbarro
[16] lrc,jbarro
[12] lrckcrw,lrc
[8] jbarro,ddayen
[8] ddayen,tpcarney
[8] tpcarney,trump
[8] trump,impeachment
[8] impeachment,arguments

Top Word Pairs in Tweet in G8:
[6] ktrtrs,kcrw
[5] #savevizagsteelplant,#saverinl
[5] #saverinl,#savevizagsteel32
[5] #savevizagsteel32,#vishakaukkuandhrulahakku
[5] #vishakaukkuandhrulahakku,alwaysramcharan
[5] alwaysramcharan,tarak9999
[4] venkatsatyanand,#savevizagsteelplant
[4] tarak9999,kchirutwee
[4] త,ల
[3] happy,birthday

Top Word Pairs in Tweet in G9:
[40] live,kcrw
[35] kcrw,youtube
[15] #wdet,#wbur
[15] #wbur,#wnyc
[15] #wnyc,#wbez
[15] #wbez,#atlpba
[15] #atlpba,#kvcr
[15] #kvcr,#kqed
[15] #kqed,#kera
[15] #kera,#wlrn

Top Word Pairs in Tweet in G10:
[25] latest,kcrw
[25] kcrw,orange
[25] orange,county
[25] county,line
[22] gustavoarellano,latest
[14] line,older
[14] older,latino
[14] latino,men
[14] men,vaccine
[14] vaccine,hesitant

Top Replied-To
Top Replied-To in Entire Graph:
@kcrw
@anne_litt
@raulcampos
@anthonyvaladez
@popehat
@jennylewis
@darbycmaloney
@novenacarmel
@thisisdanwilcox
@cerisecastle

Top Replied-To in G1:
@kcrw
@jennylewis
@cerisecastle
@thelapod
@annakcrw
@laz_versalles
@ellenziegler10
@karenseavey
@radiochio
@ikemoses

Top Replied-To in G2:
@anne_litt
@raulcampos
@kcrw
@anthonyvaladez
@novenacarmel
@thisisdanwilcox
@mbekcrw
@djdallavo
@lostinstarsband
@imyeek

Top Replied-To in G4:
@thehill
@hawleymo
@washingtonpost
@stoodle
@cnnbrk
@huffpostpol
@gelles
@abc
@projectlincoln
@msnbc

Top Replied-To in G5:
@cherryglazerr
@surferdood_2021
@crarizona
@nbrx
@davidmweissman
@garthtrinidad
@marctucci1
@waspsummer

Top Replied-To in G6:
@kcrw
@davidduchovny
@wordery

Top Replied-To in G7:
@popehat
@dallaschris3
@john39909906
@ot740dm
@kingtubbythecat
@jesseinoh
@curtismharris

Top Replied-To in G8:
@ktrtrs
@telanganacops

Top Replied-To in G9:
@peterschiff
@andyshauf

Top Replied-To in G10:
@gustavoarellano
@kinggomeztexas
@matiasjofre
@iamraeshaw
@bltxradventures
@c_echewa

Top Mentioned
Top Mentioned in Entire Graph:
@kcrw
@mbekcrw
@novenacarmel
@anthonyvaladez
@cerisecastle
@anne_litt
@raulcampos
@davidduchovny
@youtube
@jbarro

Top Mentioned in G1:
@kcrw
@cerisecastle
@yunamusic
@radiochio
@mbekcrw
@jennylewis
@_kwasi_b
@anne_litt
@bigcrownrecords
@anthonyvaladez

Top Mentioned in G2:
@kcrw
@mbekcrw
@novenacarmel
@anthonyvaladez
@anne_litt
@raulcampos
@arloparks
@thejazzcatnet
@rodgab
@redturn2

Top Mentioned in G3:
@khndnky

Top Mentioned in G4:
@kcrw
@nytimes
@pbs
@washingtonpost
@thehill
@politico
@foxnews
@gop
@msnbc
@nprpolitics

Top Mentioned in G5:
@kcrw
@nprmusic
@kexp
@henryrollins
@tunein
@thecurrent
@davidmweissman
@885fmsocal
@bbc6music
@pitchfork

Top Mentioned in G6:
@davidduchovny
@kcrw
@duchovniacs
@pjsposts
@vaviec
@hearteyes4david
@samamidon
@talkhouse
@partisanian
@karo8710

Top Mentioned in G7:
@jbarro
@kcrw
@sarafay
@ddayen
@lrckcrw
@popehat
@tpcarney
@herandrews
@senan
@yitgordon

Top Mentioned in G8:
@kcrw
@ktrtrs
@alwaysramcharan
@tarak9999
@venkatsatyanand
@kchirutwee
@trspartyonline
@ktroffice
@kchirutweets
@urstrulymahesh

Top Mentioned in G9:
@youtube
@abc7la
@david_lynch
@kcrw
@feelikeastrnger
@curtisjtrammell
@mbekcrw
@marilynkinnee2
@rlizares
@christi98184299

Top Mentioned in G10:
@kcrw
@gustavoarellano
@iamraeshaw
@lawattstimes
@latimes
@slamdance
@thejtclist
@umpodcastdv
@blackgirlnerds
@shadowandact

Top Tweeters
Top Tweeters in Entire Graph:
@t_hisashi
@ecodaren
@doublejplays
@wloyisplaying
@wgmunowplaying
@fipnowplays
@dgendvil
@thehill
@alizardx
@phendricks71

Top Tweeters in G1:
@ecodaren
@alizardx
@phendricks71
@kimvie
@libsuperstar
@coronaupdatebot
@artallks
@jimmyroybloom
@darkroom4a2009
@nslayton

Top Tweeters in G2:
@drjimmystar
@protestmusica
@ladylakemusic
@xzpwedvhhh37i3c
@kcrwplaylist
@dannyfurlongdj
@martinmavenjina
@chelleld16
@popularlosers
@pdanunagoro

Top Tweeters in G3:
@wloyisplaying
@wgmunowplaying
@fipnowplays
@dgendvil
@jhamby
@kamp_radioplays
@daily_newss
@cfur_tracks
@monkeyface__
@zephyrzap

Top Tweeters in G4:
@thehill
@reuters
@business
@huffpost
@rolandsmartin
@bbcnews
@foxnews
@nytimes
@khou
@washingtonpost

Top Tweeters in G5:
@t_hisashi
@doublejplays
@paulmick
@xeni
@thecurrent
@nbrx
@davidmweissman
@nme
@shadownlite
@eflorian10

Top Tweeters in G6:
@dvanhook822
@gnomik612
@chrisduchovny
@castlekitten47
@rae_noelle
@sandradeaguiar
@cookiesinheaven
@pullmygoalies
@stormie_rose_23
@_lilzy

Top Tweeters in G7:
@rebellegrrl
@kat_missouri
@jeromepandell
@tonismithrosari
@popehat
@wolfpac_five
@trillharris
@ikeatkinson
@corinne_717
@theurbanace

Top Tweeters in G8:
@abntelugutv
@hydtp
@pmoindia
@btr_ktr
@hmwssbonline
@trspartyonline
@ranadaggubati
@ktrtrs
@naralokesh
@trsharish

Top Tweeters in G9:
@runebjerkholt
@lindabouldin
@skurhavy
@zjmboy
@karmakarte
@mylastsoberduck
@coldhands2
@srevilo
@jeffreyneillong
@itsnotfourth

Top Tweeters in G10:
@blackgirlnerds
@gustavoarellano
@latimes
@craigmatsuda
@shadowandact
@latimesent
@ocregister
@foxflores
@oscartaracena
@campadrenews