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KQED_2020-02-21_07-53-53.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 21, 2020
Short Description:
KQED via NodeXL http://bit.ly/37Lgxyz
@kqed
@mindshiftkqed
@npr
@kqednews
@kschwart
@fresnoyoungdems
@devincow
@jaymctighe
@kqededspace
@kqedarts

Top hashtags:
#dyslexia
#learning
#schools
#sanditonpbs
#edchat
#coronavirus
#savesanditon
#sanditonsisterhood

Description:
Description
The graph represents a network of 4,404 Twitter users whose tweets in the requested range contained "KQED", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 February 2020 at 15:55 UTC.

The requested start date was Friday, 21 February 2020 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 8-day, 0-hour, 2-minute period from Thursday, 13 February 2020 at 00:58 UTC to Friday, 21 February 2020 at 01:00 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 : 4404
Unique Edges : 5585
Edges With Duplicates : 2533
Total Edges : 8118
Number of Edge Types : 4
MentionsInRetweet : 4502
Tweet : 947
Mentions : 2341
Replies to : 328
Self-Loops : 947
Reciprocated Vertex Pair Ratio : 0.0300197735035053
Reciprocated Edge Ratio : 0.0582897033158813
Connected Components : 592
Single-Vertex Connected Components : 394
Maximum Vertices in a Connected Component : 3026
Maximum Edges in a Connected Component : 6557
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.171991
Graph Density : 0.000295500776347066
Modularity : 0.620776
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,404 Twitter users whose tweets in the requested range contained "KQED", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 February 2020 at 15:55 UTC.

The requested start date was Friday, 21 February 2020 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 8-day, 0-hour, 2-minute period from Thursday, 13 February 2020 at 00:58 UTC to Friday, 21 February 2020 at 01:00 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 : KQED
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:
[183] https://www.kqed.org/news/11801138/apple-engineer-killed-in-tesla-crash-had-previously-complained-about-autopilot
[62] https://www.kqed.org/mindshift/53553/five-best-practices-teachers-can-learn-from-dungeon-masters
[61] https://www.kqed.org/mindshift/55318/how-more-teachers-are-being-trained-in-the-science-of-reading
[42] https://www.kqed.org/mindshift/51274/how-group-therapy-at-school-helps-kids-manage-trauma-anxiety
[34] https://www.kqed.org/mindshift/55286/how-a-program-can-help-kids-re-enter-school-after-a-mental-health-crisis
[34] https://www.kqed.org/news/11431557/trump-appoints-valley-water-districts-lobbyist-to-interior-department-post
[33] https://www.kqed.org/mindshift/55333/three-steps-for-strengthening-communication-and-resilience-in-science-class
[32] https://www.kqed.org/news/11801176/what-would-housing-as-a-human-right-look-like-in-california
[26] https://www.kqed.org/mindshift/52424/why-choice-matters-to-student-learning
[22] https://www.kqed.org/arts/13874738/a-mural-of-tom-hanks-and-too-short-in-oakland-goes-deeper-than-paint

Top URLs in Tweet in G1:
[16] https://www.kqed.org/mindshift/51274/how-group-therapy-at-school-helps-kids-manage-trauma-anxiety
[15] https://www.kqed.org/mindshift/55286/how-a-program-can-help-kids-re-enter-school-after-a-mental-health-crisis
[14] https://www.kqed.org/mindshift/55144/relationships-are-important-how-do-we-build-them-effectively-with-kids
[7] https://www.kqed.org/mindshift/55333/three-steps-for-strengthening-communication-and-resilience-in-science-class
[6] https://www.kqed.org/mindshift/53553/five-best-practices-teachers-can-learn-from-dungeon-masters
[5] https://www.kqed.org/mindshift/51811/six-strategies-to-help-introverts-thrive-at-school-and-feel-understood
[5] https://www.kqed.org/mindshift/55318/how-more-teachers-are-being-trained-in-the-science-of-reading
[4] https://www.kqed.org/mindshift/49934/in-our-connected-world-what-if-empathy-is-learning
[4] https://www.kqed.org/mindshift/51405/the-perils-of-pushing-kids-too-hard-and-how-parents-can-learn-to-back-off
[4] https://www.kqed.org/mindshift/55313/2-big-teachers-unions-call-for-rethinking-student-involvement-in-lockdown-drills

Top URLs in Tweet in G2:
[15] https://www.kqed.org/news/11801176/what-would-housing-as-a-human-right-look-like-in-california
[13] https://www.kqed.org/news/11802334/gov-newsom-focuses-singularly-on-homelessness-in-state-of-the-state
[7] https://www.kqed.org/news/11802346/gov-newsom-once-again-takes-on-homelessness-this-time-statewide
[5] https://www.kqed.org/news/11802334/11802334-autosave-v1
[5] https://www.kqed.org/arts/13874615/how-sfs-dirtybird-grew-from-outsider-party-to-beloved-house-music-label
[5] https://www.kqed.org/news/11801654/dan-pfeiffer-on-the-state-of-the-primaries-and-un-trumping-america
[4] https://www.kqed.org/news/11802513/mike-bloomberg-on-defense-as-democratic-candidates-face-off-in-las-vegas
[3] https://www.kqed.org/news/11801137/christine-blasey-ford-i-expected-attacks-but-felt-compelled-to-share-kavanaugh-story
[3] https://www.kqed.org/news/11802114/trump-pardons-ex-san-francisco-49ers-owner-debartolo-jr
[3] https://www.kqed.org/news/11801126/from-grapes-to-porn-the-growing-challenge-of-landing-an-original-brand-name

Top URLs in Tweet in G3:
[10] https://nytv.to/aGA3m
[7] https://www.kqed.org/events/85552023405
[6] https://www.kqed.org/news/11797827/postpartum
[5] https://www.kqed.org/forum/2010101875819/unsung-filipino-american-labor-leader-celebrated-in-childrens-book
[5] https://www.kqed.org/forum/2010101875920/linguistics-scholar-dennis-baron-looks-at-history-of-pronoun-use-beyond-he-and-she
[5] https://www.motherjones.com/crime-justice/2020/02/postpartum-psychosis-depression-infanticide/
[4] https://www.kqed.org/forum/2010101875914/journalist-conor-dougherty-on-fighting-for-housing-in-the-bay-area-and-beyond
[4] https://www.kqed.org/forum/2010101875931/stings-musical-the-last-ship-sails-into-san-francisco
[3] https://www.kqed.org/news/11802144/how-to-register-to-vote-in-californias-primary-election-what-you-need-to-know
[3] https://www.kqed.org/news/11801176/what-would-housing-as-a-human-right-look-like-in-california

Top URLs in Tweet in G4:
[21] https://www.kqed.org/mindshift/55333/three-steps-for-strengthening-communication-and-resilience-in-science-class
[19] https://www.kqed.org/mindshift/53553/five-best-practices-teachers-can-learn-from-dungeon-masters
[17] https://www.kqed.org/mindshift/51274/how-group-therapy-at-school-helps-kids-manage-trauma-anxiety
[16] https://www.kqed.org/mindshift/55318/how-more-teachers-are-being-trained-in-the-science-of-reading
[15] https://www.kqed.org/news/11801138/apple-engineer-killed-in-tesla-crash-had-previously-complained-about-autopilot
[11] https://www.kqed.org/mindshift/55286/how-a-program-can-help-kids-re-enter-school-after-a-mental-health-crisis
[11] https://www.kqed.org/mindshift/55329/how-these-denver-schools-include-students-with-disabilities-and-why-more-could-follow
[10] https://www.kqed.org/mindshift/52424/why-choice-matters-to-student-learning
[10] https://www.kqed.org/arts/13874738/a-mural-of-tom-hanks-and-too-short-in-oakland-goes-deeper-than-paint
[9] https://www.kqed.org/mindshift/50960/how-being-part-of-a-house-within-a-school-helps-students-gain-a-sense-of-belonging

Top URLs in Tweet in G5:
[33] https://www.kqed.org/news/11431557/trump-appoints-valley-water-districts-lobbyist-to-interior-department-post
[1] https://twitter.com/DevinNunes/status/1229527199495196673

Top URLs in Tweet in G6:
[7] https://www.kqed.org/arts/13874738/a-mural-of-tom-hanks-and-too-short-in-oakland-goes-deeper-than-paint
[3] https://www.kqed.org/arts/13874307/free-entry-to-sfmoma-moad-and-other-museums-on-third-thursday
[3] https://www.kqed.org/arts/13862998/to-reduce-loitering-a-plaza-downtown-oakland-landlords-plan-to-annex-a-street
[3] https://www.joanneweir.com/plates-places/
[3] https://www.kqed.org/news/11801176/what-would-housing-as-a-human-right-look-like-in-california
[2] https://www.kqed.org/arts/13874655/rhoda-kellogg-sfac-city-hall
[2] https://www.kqed.org/arts/13824236/bay-area-themed-valentines-for-2018-from-sf-with-love
[2] https://www.kqed.org/arts/13875053/the-suicide-of-caroline-flack-tabloid-gossip-and-the-power-of-uk-newspapers
[2] https://www.kqed.org/arts/13875113/oakland-appoints-cultural-affairs-commissioners
[2] https://www.kqed.org/arts/13874896/revisiting-tiptoes-and-gary-oldmans-bizarre-starring-role-as-a-little-person

Top URLs in Tweet in G7:
[157] https://www.kqed.org/news/11801138/apple-engineer-killed-in-tesla-crash-had-previously-complained-about-autopilot

Top URLs in Tweet in G8:
[2] https://twitter.com/stilesblythe/status/1229346406306959360
[1] https://ca.pbslearningmedia.org/resource/arct14.hpe.dshold/harmless-holder/
[1] https://twitter.com/savingsanditon/status/1230284662204796929
[1] https://www.youtube.com/watch?v=bWcASV2sey0&feature=youtu.be

[1] https://twitter.com/masterpiecepbs/status/1227653666070573056
[1] https://twitter.com/_sarahahaha/status/1228305302124101632
[1] https://twitter.com/vickifredrick1/status/1229837431643557893
[1] https://twitter.com/rmayemsinger/status/1229298391324082176
[1] https://twitter.com/fieldssaffron/status/1229887683780136961
[1] https://twitter.com/paige_briana_/status/1230170789938368519

Top URLs in Tweet in G9:
[3] https://www.kqed.org/mindshift/55081/when-teachers-make-room-for-their-own-curiosity-they-defend-it-for-children
[1] https://www.kqed.org/mindshift/52424/why-choice-matters-to-student-learning
[1] https://www.kqed.org/mindshift/54497/why-intentionally-building-empathy-is-more-important-now-than-ever
[1] https://www.kqed.org/mindshift/55231/how-slow-looking-can-help-students-develop-skills-across-disciplines
[1] https://www.kqed.org/mindshift/55130/hope-happiness-and-social-connection-hidden-benefits-of-regular-exercise
[1] https://www.kqed.org/mindshift/53553/five-best-practices-teachers-can-learn-from-dungeon-masters

Top URLs in Tweet in G10:
[1] https://www.kqed.org/mindshift/52493/the-american-academy-of-pediatrics-on-spanking-children-dont-do-it-ever?fbclid=IwAR17QKMYT10I1Bl7ViPKoiSLMP8brtOHKXGmfJc_BdKa0KD-HM29It7CH10

Top Domains
Top Domains in Tweet in Entire Graph:
[1721] kqed.org
[105] twitter.com
[12] tumblr.com
[10] nytv.to
[8] ecointernet.org
[7] youtube.com
[7] zoom.us
[6] ow.ly
[5] apple.com
[5] motherjones.com

Top Domains in Tweet in G1:
[156] kqed.org
[4] ow.ly
[2] pbslearningmedia.org
[1] twitter.com

Top Domains in Tweet in G2:
[192] kqed.org
[18] twitter.com
[3] yimby.wiki
[2] apple.com
[2] buff.ly
[1] louisem.com
[1] capradio.org
[1] spotify.com

Top Domains in Tweet in G3:
[149] kqed.org
[27] twitter.com
[10] nytv.to
[5] motherjones.com
[5] trib.al
[3] youtube.com
[3] bit.ly
[3] google.com
[2] reddit.com
[2] apple.com

Top Domains in Tweet in G4:
[454] kqed.org
[6] twitter.com
[3] linkedin.com
[3] tweetedtimes.com
[3] apple.news
[2] youtube.com
[2] bpuzzle.ca
[2] refreshrecipes.com
[1] berkeley.edu
[1] ycombinator.com

Top Domains in Tweet in G5:
[33] kqed.org
[1] twitter.com

Top Domains in Tweet in G6:
[68] kqed.org
[4] twitter.com
[3] joanneweir.com
[1] bit.ly
[1] ow.ly
[1] apple.com
[1] sfmoma.org

Top Domains in Tweet in G7:
[157] kqed.org

Top Domains in Tweet in G8:
[12] twitter.com
[2] kqed.org
[1] pbslearningmedia.org
[1] youtube.com

Top Domains in Tweet in G9:
[8] kqed.org

Top Domains in Tweet in G10:
[1] kqed.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[157] dyslexia
[103] learning
[99] schools
[76] sanditonpbs
[62] edchat
[37] coronavirus
[32] savesanditon
[30] sanditonsisterhood
[30] expandedaccess
[30] mdma



Top Hashtags in Tweet in G1:
[150] dyslexia
[97] learning
[96] schools
[23] edchat
[23] socialemotional
[20] harrypotter
[19] trauma
[12] sel
[9] empathy
[9] truancy

Top Hashtags in Tweet in G2:
[21] coronavirus
[12] sots
[9] housingasahumanright
[8] demdebate
[7] blackhistorymonth
[6] housingisahumanright
[5] debtrelief
[5] oakland
[5] thedolist
[4] right2housing

Top Hashtags in Tweet in G3:
[30] expandedaccess
[30] mdma
[30] ptsd
[14] postpartum
[9] disinformation
[9] democracy
[7] coronavirus
[7] berkeleyhigh
[7] loveyourpetday
[7] thanksbutnotanks

Top Hashtags in Tweet in G4:
[22] edchat
[8] education
[5] mentalhealth
[5] parenting
[4] edtech
[4] socialemotionallearning
[4] blogsifollow
[4] newpost
[3] kqed
[3] teaching

Top Hashtags in Tweet in G6:
[6] blackpantherparty
[5] blackhistorymonth
[4] valentinesday
[4] oakland
[4] vegan
[4] nationaldrinkwineday
[3] mocktail
[3] sfmoma
[3] platesandplaces
[2] rightnowish

Top Hashtags in Tweet in G8:
[75] sanditonpbs
[32] savesanditon
[30] sanditonsisterhood
[22] renewsanditon
[21] sanditonseason2
[18] notthesameman
[17] sidlotte
[10] theojames
[4] savingsanditon
[3] sanditon

Top Hashtags in Tweet in G9:
[3] dyslexia
[2] learning
[2] schools
[1] socialemotional
[1] harrypotter
[1] uncbearschat

Top Words
Top Words in Tweet in Entire Graph:
[3406] Words in Sentiment List#1: Positive
[2581] Words in Sentiment List#2: Negative
[45] Words in Sentiment List#3: Angry/Violent
[107694] Non-categorized Words
[113682] Total Words
[944] kqed
[923] mindshiftkqed
[493] more
[470] kids
[389] bernie

Top Words in Tweet in G1:
[867] mindshiftkqed
[277] kids
[219] anger
[190] growing
[179] more
[165] shows
[164] manage
[163] research
[162] schools
[154] stress

Top Words in Tweet in G2:
[380] bernie
[304] kqednews
[218] today
[192] soon
[190] sanders
[188] sen
[188] richmond
[188] turn
[188] possible
[187] rallying

Top Words in Tweet in G3:
[475] kqed
[71] kqedforum
[70] npr
[65] motherjones
[62] california
[50] more
[45] postpartum
[43] story
[42] over
[38] name

Top Words in Tweet in G4:
[84] students
[72] more
[65] kqed
[60] school
[56] science
[54] kids
[52] teachers
[35] help
[32] being
[31] three

Top Words in Tweet in G5:
[225] devincow
[195] cow
[195] incidence
[195] westland
[195] water
[195] lobbyist
[195] works
[195] trump
[195] small
[195] family

Top Words in Tweet in G6:
[94] mural
[94] paint
[88] kqedarts
[83] tom
[83] hanks
[82] hort
[75] ogpenn
[59] last
[57] oakland
[57] week

Top Words in Tweet in G7:
[157] 자율주행이
[157] 아닌데
[157] 자꾸
[157] 자율주행인
[157] 것처럼
[157] 약을
[157] 파니
[157] 사람들이
[157] 폰
[157] 보면서

Top Words in Tweet in G8:
[75] #sanditonpbs
[66] kqed
[63] masterpiecepbs
[49] wgbh
[43] primevideo
[40] pbssocal
[39] netflix
[38] pbs
[38] detroitpublictv
[35] wttw

Top Words in Tweet in G9:
[110] here's
[110] worthwhile
[110] article
[110] discussing
[110] benefits
[110] allowing
[110] students'
[110] voice
[110] choice
[110] assignments

Top Words in Tweet in G10:
[92] hitting
[92] kids
[92] fkd
[92] smacking
[92] discipline
[92] don
[92] aversive
[92] disciplinary
[92] strategies
[92] including

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[195] cow,incidence
[195] incidence,westland
[195] westland,water
[195] water,lobbyist
[195] lobbyist,works
[195] works,trump
[195] trump,small
[195] small,family
[195] family,farmers
[195] farmers,introducing

Top Word Pairs in Tweet in G1:
[174] mindshiftkqed,growing
[162] research,shows
[148] growing,number
[148] number,schools
[148] schools,starting
[148] starting,offer
[148] offer,kids
[148] kids,training
[148] training,manage
[148] manage,emotions

Top Word Pairs in Tweet in G2:
[189] bernie,sanders
[188] sen,bernie
[187] sanders,richmond
[187] richmond,today
[187] today,rallying
[187] rallying,supporters
[187] supporters,turn
[187] turn,ballots
[187] ballots,soon
[187] soon,possible

Top Word Pairs in Tweet in G3:
[45] motherjones,kqed
[30] rickdoblin,speaks
[30] speaks,kqed
[30] kqed,fda
[30] fda,decision
[30] decision,grant
[30] grant,#expandedaccess
[30] #expandedaccess,#mdma
[30] #mdma,assisted
[30] assisted,psychotherapy

Top Word Pairs in Tweet in G4:
[30] three,steps
[29] steps,strengthening
[29] strengthening,communication
[29] communication,resilience
[29] resilience,science
[29] science,class
[22] kqed,news
[22] more,teachers
[22] teachers,being
[22] being,trained

Top Word Pairs in Tweet in G5:
[195] cow,incidence
[195] incidence,westland
[195] westland,water
[195] water,lobbyist
[195] lobbyist,works
[195] works,trump
[195] trump,small
[195] small,family
[195] family,farmers
[195] farmers,introducing

Top Word Pairs in Tweet in G6:
[83] tom,hanks
[55] last,week
[54] hanks,hort
[54] hort,mural
[54] mural,posted
[54] posted,earlier
[54] earlier,month
[54] month,covered
[54] covered,last
[54] week,light

Top Word Pairs in Tweet in G7:
[157] 자율주행이,아닌데
[157] 아닌데,자꾸
[157] 자꾸,자율주행인
[157] 자율주행인,것처럼
[157] 것처럼,약을
[157] 약을,파니
[157] 파니,사람들이
[157] 사람들이,폰
[157] 폰,보면서
[157] 보면서,운전하고

Top Word Pairs in Tweet in G8:
[28] primevideo,netflix
[16] bbc,itv
[15] masterpiecepbs,primevideo
[15] #savesanditon,#renewsanditon
[14] #sanditonpbs,#notthesameman
[14] detroitpublictv,pbssocal
[14] pbssocal,wttw
[14] #renewsanditon,#sanditonpbs
[13] wgbh,detroitpublictv
[11] #sanditonpbs,masterpiecepbs

Top Word Pairs in Tweet in G9:
[110] here's,worthwhile
[110] worthwhile,article
[110] article,discussing
[110] discussing,benefits
[110] benefits,allowing
[110] allowing,students'
[110] students',voice
[110] voice,choice
[110] choice,assignments
[110] assignments,performance

Top Word Pairs in Tweet in G10:
[92] hitting,kids
[92] kids,fkd
[92] fkd,smacking
[92] smacking,discipline
[92] discipline,don
[92] don,aversive
[92] aversive,disciplinary
[92] disciplinary,strategies
[92] strategies,including
[92] including,forms

Top Replied-To
Top Replied-To in Entire Graph:
@kqed
@npr
@motherjones
@ruskin147
@linablanco
@mercpurdy
@mojopodcast
@blancawrites
@teacupinthebay
@morningedition

Top Replied-To in G1:
@eduequitylens
@mindshiftkqed

Top Replied-To in G2:
@kqed
@linablanco
@morningedition
@markfiore
@teacupinthebay
@gavinnewsom
@samwharnett
@erikaaaguilar
@raquelmdillon
@lady_dorito

Top Replied-To in G3:
@kqed
@npr
@motherjones
@ruskin147
@mercpurdy
@mojopodcast
@blancawrites
@clarajeffery
@purebredpolly
@brezina

Top Replied-To in G6:
@jeromeatendido
@kqed
@venusinfuzzz
@tivon
@ogpenn
@anothabird
@romanmars
@kqedcheckplease

Top Replied-To in G8:
@kqed
@masterpiecepbs
@spartangirl1974
@heatherharbiso2
@savingsanditon
@smaryg
@pbs
@rose_williams_
@nunyab127
@kcts9

Top Mentioned
Top Mentioned in Entire Graph:
@mindshiftkqed
@kqed
@kqednews
@devincow
@summerlight00
@moms4housing
@kqedarts
@jaymctighe
@ogpenn
@amythunig

Top Mentioned in G1:
@mindshiftkqed
@pbsteachers
@jessica_minahan
@e_sheninger
@hechingerreport
@cultofpedagogy
@jordosh
@kqededspace
@gozentweets
@jessicabakeman

Top Mentioned in G2:
@kqednews
@moms4housing
@kqed
@mlagos
@gavinnewsom
@scottshafer
@solomonout
@erikaaaguilar
@nananastia
@thebaykqed

Top Mentioned in G3:
@kqed
@kqedforum
@motherjones
@npr
@conordougherty
@rickdoblin
@maps
@adembosky
@officialsting
@nytimes

Top Mentioned in G5:
@devincow

Top Mentioned in G6:
@kqedarts
@ogpenn
@kqed
@bryantterry
@moadsf
@lefebvre_sam
@kqedcheckplease
@sfmoma
@kqednews
@jewseum

Top Mentioned in G7:
@summerlight00

Top Mentioned in G8:
@kqed
@masterpiecepbs
@wgbh
@primevideo
@pbssocal
@netflix
@detroitpublictv
@wttw
@pbs
@redplanettv

Top Mentioned in G9:
@jaymctighe
@mindshiftkqed
@bradmerrick
@pjjheath
@neryljeanneret
@thesonsiebogle
@kphoekman
@malynmawby

Top Mentioned in G10:
@amythunig

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@existenciala
@heelleclech
@sosgur82
@ecointernetdrgb
@4prina
@chidambara09
@truthglow
@john1966olsen
@mccarrenbill

Top Tweeters in G1:
@netminnow
@stressfreekids
@vievararosel
@no2hitting
@healthylondonuk
@northway_debbie
@elmorsa
@schleiderjustin
@summerbreezeus
@shellterrell

Top Tweeters in G2:
@truthglow
@legallybae
@miltonespinozaf
@shoutgracegrace
@mastaofmp3s
@lizditz
@tiniskwerl
@whirledcitizen_
@shasta_otter
@rockyintx

Top Tweeters in G3:
@oldlady12345
@4prina
@katcapps
@kimvie
@yayayarndiva
@tigerbeat
@sba1211
@bostonglobe
@nytimes
@genghisgalahad2

Top Tweeters in G4:
@chidambara09
@darlene_edw
@sciseekfeed
@macbeestje
@ronsupportsyou
@mrkalman
@charlierichmond
@awiselatina
@mactavish
@vajapeyam

Top Tweeters in G5:
@grandpooba5440
@bistycsross
@vi44
@joanisparkles
@lawgirl318
@rodneyclaeys
@kcolaizzo
@destinyuhva
@johnnydee62
@jamesisaak2

Top Tweeters in G6:
@itswanda
@dy_lejoi
@lakergrrrl
@dnas
@pinotheaux
@citazworld
@sfdirewolf
@nigglysaurus
@sonnyseuny
@carrdiganbutton

Top Tweeters in G7:
@sosgur82
@kaya8812
@hajoobin
@ruvyn
@gatt_wf
@yeokbo
@roricon
@aransistore
@creed773
@zambony76

Top Tweeters in G8:
@john1966olsen
@pbs
@itv
@wfyi
@primevideouk
@ejamiheinfinite
@ket
@primevideo
@mas
@bbcone

Top Tweeters in G9:
@onlinecrslady
@jackiegerstein
@malynmawby
@studysync
@kevindeforge
@marysgotclass
@matthewfarber
@fisher1000
@kphoekman
@fbcoach1116

Top Tweeters in G10:
@absalomedia
@alisonborealis
@flipcritic
@bradhooperarch
@culldogfarms
@machinesqarrs
@thesismis
@troutish
@d_overlord
@jouljet


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