KQED, Twitter, 10/18/2019 10:57:32 AM, 213406


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KQED_2019-10-18_03-38-12.xlsx
KQED_2019-10-18_03-38-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 18, 2019
Short Description:
KQED via NodeXL http://bit.ly/2pxQWbY
@mindshiftkqed
@kqed
@kqednews
@npr
@kqedscience
@kqedarts
@starkkev
@tolerance_org
@kqedforum
@kqededspace

Top hashtags:
#earthquake
#lomaprieta
#edchat
#indigenouspeoplesday2019
#art
#indigenouspeoplesday
#empathy
#education

Description:
Description
The graph represents a network of 4,343 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, 18 October 2019 at 10:39 UTC.

The requested start date was Friday, 18 October 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 3-day, 21-hour, 45-minute period from Sunday, 13 October 2019 at 22:43 UTC to Thursday, 17 October 2019 at 20:29 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[216] https://www.kqed.org/mindshift/54497/why-intentionally-building-empathy-is-more-important-now-than-ever
[140] https://www.kqed.org/mindshift/54370/how-art-can-help-center-a-students-learning-experience
[135] https://www.kqed.org/mindshift/53091/why-schools-should-be-organized-to-prioritize-relationships
[104] https://www.kqed.org/mindshift/46546/why-the-art-of-speaking-should-be-taught-alongside-math-and-literacy
[73] https://www.kqed.org/news/11737336/judge-pge-paid-out-stock-dividends-instead-of-trimming-trees
[65] https://www.kqed.org/science/1948951/micro-power-grids-emerging-as-a-way-to-keep-power-on-during-shutoffs
[63] https://www.kqed.org/science/1949019/its-about-time-how-to-get-ready-for-the-next-emergency
[56] https://www.kqed.org/mindshift/48480/why-unlearning-old-habits-is-an-essential-step-for-innovation
[44] https://www.kqed.org/science/1936949/do-little-quakes-mean-the-big-one-is-close-at-hand
[43] https://www.kqed.org/mindshift/54497/why-intentionally-building-empathy-is-more-important-now-than-ever?utm_campaign=npr&utm_source=facebook.com&utm_term=nprnews&utm_medium=social

Top URLs in Tweet in G1:
[109] https://www.kqed.org/mindshift/53091/why-schools-should-be-organized-to-prioritize-relationships
[50] https://www.kqed.org/mindshift/46546/why-the-art-of-speaking-should-be-taught-alongside-math-and-literacy
[20] https://www.kqed.org/mindshift/54497/why-intentionally-building-empathy-is-more-important-now-than-ever
[19] https://www.kqed.org/mindshift/54370/how-art-can-help-center-a-students-learning-experience
[10] https://www.kqed.org/mindshift/53701/what-students-gain-from-learning-ethics-in-school
[9] https://www.kqed.org/mindshift/54536/is-homework-valuable-depends-on-the-grade-teachers-share-their-approaches
[9] https://www.kqed.org/mindshift/52665/school-based-counselors-help-kids-cope-with-fallout-from-drug-addiction
[7] https://www.kqed.org/mindshift/54497/why-intentionally-building-empathy-is-more-important-now-than-ever?fbclid=IwAR0NuIkVUZ2pB3hxNSlgr-8HmkwB27SGgCb6lMQgb_dkLWJJHNNqHl1XDsU
[6] https://www.kqed.org/mindshift/48480/why-unlearning-old-habits-is-an-essential-step-for-innovation
[5] https://www.kqed.org/mindshift/54238/your-strategies-for-supporting-anxious-kids-at-home-and-at-school

Top URLs in Tweet in G2:
[83] https://www.kqed.org/mindshift/54497/why-intentionally-building-empathy-is-more-important-now-than-ever
[70] https://www.kqed.org/mindshift/54370/how-art-can-help-center-a-students-learning-experience
[37] https://www.kqed.org/mindshift/54497/why-intentionally-building-empathy-is-more-important-now-than-ever?utm_campaign=npr&utm_source=facebook.com&utm_term=nprnews&utm_medium=social
[34] https://www.kqed.org/mindshift/48480/why-unlearning-old-habits-is-an-essential-step-for-innovation
[31] https://www.kqed.org/mindshift/46546/why-the-art-of-speaking-should-be-taught-alongside-math-and-literacy
[22] https://www.kqed.org/news/11778738/new-s-f-office-could-curb-reckless-rollouts-of-emerging-tech
[16] https://www.kqed.org/science/1948951/micro-power-grids-emerging-as-a-way-to-keep-power-on-during-shutoffs
[12] https://www.kqed.org/news/11779283/how-the-disabled-community-supported-each-other-when-the-power-went-out
[9] https://www.kqed.org/news/11777723/blind-beekeeper-relies-on-the-sound-of-the-swarm-to-keep-her-hives-happy
[9] https://www.kqed.org/mindshift/49190/for-teens-knee-deep-in-negativity-reframing-thoughts-can-help

Top URLs in Tweet in G3:
[19] https://www.kqed.org/science/1936949/do-little-quakes-mean-the-big-one-is-close-at-hand
[8] https://www.kqed.org/news/11779283/how-the-disabled-community-supported-each-other-when-the-power-went-out
[8] https://www.kqed.org/mindshift/54370/how-art-can-help-center-a-students-learning-experience
[6] https://www.kqed.org/news/11780224/shelter-in-place-order-issued-for-rodeo-crockett-following-fire-at-nustar-energy-facility
[6] https://www.kqed.org/science/1949019/its-about-time-how-to-get-ready-for-the-next-emergency
[4] https://www.kqed.org/arts/13867830/the-last-black-man-in-san-francisco-screens-just-blocks-from-its-fillmore-setting
[4] https://www.kqed.org/mindshift/54497/why-intentionally-building-empathy-is-more-important-now-than-ever
[4] https://www.kqed.org/forum/2010101873913/democratic-presidential-hopefuls-face-off-in-fourth-debate
[3] https://www.kqed.org/news/11780206/authorities-vote-to-ban-private-cars-from-part-of-market-street-in-downtown-sf
[3] https://www.kqed.org/news/11780141/california-is-first-state-in-nation-to-require-later-school-start-times

Top URLs in Tweet in G4:
[12] https://www.kqed.org/science/1949019/its-about-time-how-to-get-ready-for-the-next-emergency
[8] https://www.kqed.org/news/11780224/shelter-in-place-order-issued-for-rodeo-crockett-following-fire-at-nustar-energy-facility
[7] https://www.kqed.org/news/11780213/new-survey-muslim-students-in-california-more-likely-to-be-bullied
[6] https://www.kqed.org/arts/13868137/rightnowish-te-amo-mama-a-video-game-about-motherhood
[6] https://www.kqed.org/news/11780057/new-chevron-crude-spills-emerge-in-kern-county-oil-field
[5] https://www.kqed.org/podcasts/rightnowish
[5] https://www.kqed.org/science/1948951/micro-power-grids-emerging-as-a-way-to-keep-power-on-during-shutoffs
[5] https://www.kqed.org/news/11780141/california-is-first-state-in-nation-to-require-later-school-start-times
[5] https://www.kqed.org/radio/live
[4] https://www.kqed.org/news/11780279/native-american-occupation-at-alcatraz-50-years

Top URLs in Tweet in G5:
[3] https://www.kqed.org/mindshift/51281/whats-going-on-in-your-childs-brain-when-you-read-them-a-story
[2] https://www.kqed.org/bayareabites/133626/how-has-the-bays-filipino-food-scene-changed-just-ask-daly-citys-chel-gilla
[1] https://trib.al/WtFvrHB
[1] https://trib.al/j97dOYH
[1] https://trib.al/jwIGOOj
[1] https://www.kqed.org/news/11779153/its-not-just-lights-and-tvs-outages-shut-off-medical-devices-at-home
[1] https://trib.al/agjkBZA
[1] https://www.instagram.com/p/B3uwafKFOUU/
[1] https://twitter.com/KQED/status/1184867842874691584
[1] https://www.kqed.org/news/11780279/native-american-occupation-at-alcatraz-50-years?utm_term=nprnews&utm_source=twitter.com&utm_medium=social&utm_campaign=npr

Top URLs in Tweet in G6:
[33] https://www.kqed.org/science/1949019/its-about-time-how-to-get-ready-for-the-next-emergency
[18] https://www.kqed.org/science/1936949/do-little-quakes-mean-the-big-one-is-close-at-hand
[12] https://www.kqed.org/science/1948951/micro-power-grids-emerging-as-a-way-to-keep-power-on-during-shutoffs
[7] https://ww2.kqed.org/science/2019/10/15/new-chevron-crude-spills-emerge-in-kern-county-oil-field/?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.kqed.org/news/11780057/new-chevron-crude-spills-emerge-in-kern-county-oil-field
[4] https://www.kqed.org/science/1946325/park-service-proposes-culling-elk-herd-to-protect-ranches-in-pt-reyes
[4] https://www.kqed.org/news/11779283/how-the-disabled-community-supported-each-other-when-the-power-went-out
[3] https://twitter.com/KQED/status/1183985543849242624
[2] https://www.kqed.org/news/11779839/pge-confirms-50-instances-of-damage-or-hazard-to-its-equipment-during-outages
[2] https://www.kqed.org/news/11779913/california-governor-vetoes-recycled-plastic-bottle-bill-citing-burdensome-amendments

Top URLs in Tweet in G7:
[4] https://www.kqed.org/forum/2010101873881/bills-attempt-to-reach-california-housing-goals-through-accessory-dwelling-units
[4] https://twitter.com/KQED/status/1184155786915614720
[2] https://www.kqed.org/news/11780057/new-chevron-crude-spills-emerge-in-kern-county-oil-field
[2] https://www.kqed.org/news/11779283/how-the-disabled-community-supported-each-other-when-the-power-went-out
[1] https://www.kqed.org/news/11780384/employer-in-key-wildfire-gig-economy-trial-from-soberanes-blaze-found-guilty
[1] https://www.kqed.org/news/11780040/californias-version-of-c-span-goes-off-the-air-with-no-plans-to-replace-it
[1] https://twitter.com/kqedforum/status/1184153209633492992
[1] https://twitter.com/cafedujord/status/1184158776586145792
[1] https://www.kqed.org/science/1949019/its-about-time-how-to-get-ready-for-the-next-emergency
[1] https://www.kqed.org/science/1936949/do-little-quakes-mean-the-big-one-is-close-at-hand

Top URLs in Tweet in G8:
[8] https://www.kqed.org/news/11737336/judge-pge-paid-out-stock-dividends-instead-of-trimming-trees
[3] https://www.kqed.org/news/11778738/new-s-f-office-could-curb-reckless-rollouts-of-emerging-tech
[2] https://www.kqed.org/radio/live
[2] https://www.kqed.org/forum/2010101873893/new-worker-protection-laws-take-aim-at-wage-theft-in-california
[2] http://sf.citi
[2] https://www.kqed.org/news/11779153/its-not-just-lights-and-tvs-outages-shut-off-medical-devices-at-home
[1] https://www.kqed.org/forum/2010101873908/susan-rice-on-use-of-tough-love-as-un-ambassador-national-security-adviser
[1] http://kqed.org/Forum
[1] https://www.kqed.org/forum/2010101873885/legislation-moves-back-earliest-start-times-in-california-schools
[1] https://www.kqed.org/forum/2010101873881/bills-attempt-to-reach-california-housing-goals-through-accessory-dwelling-units

Top URLs in Tweet in G9:
[2] https://www.kqed.org/mindshift/54370/how-art-can-help-center-a-students-learning-experience
[2] https://www.kqed.org/mindshift/46546/why-the-art-of-speaking-should-be-taught-alongside-math-and-literacy
[1] https://www.kqed.org/news/11777782/income-experiment-offers-stockton-residents-a-glimpse-at-the-california-dream

Top URLs in Tweet in G10:
[9] https://www.kqed.org/mindshift/53091/why-schools-should-be-organized-to-prioritize-relationships
[3] https://www.kqed.org/mindshift/54370/how-art-can-help-center-a-students-learning-experience
[3] https://ww2.kqed.org/education/2019/10/01/facilitated-courses-fall-2019/
[3] https://ww2.kqed.org/education/2019/10/15/media-literacy-week/
[2] https://ww2.kqed.org/education/2019/09/30/kqed-announces-launch-of-digcitcommit/
[2] https://learn.kqed.org/discussions/45
[2] https://edu-landing.kqed.org/certification/
[1] https://learn.kqed.org/discussions/42
[1] https://twitter.com/AB_Mock/status/1145549997674569729
[1] http://tweetedtimes.com/v/9702

Top Domains
Top Domains in Tweet in Entire Graph:
[2000] kqed.org
[154] twitter.com
[21] q4cdn.com
[14] twinybots.ch
[13] tweetedtimes.com
[10] youtube.com
[8] facebook.com
[8] trib.al
[5] booksinc.net
[5] linkedin.com

Top Domains in Tweet in G1:
[301] kqed.org
[3] ow.ly
[3] twitter.com
[2] twinybots.ch

Top Domains in Tweet in G2:
[590] kqed.org
[39] twitter.com
[12] tweetedtimes.com
[8] twinybots.ch
[7] facebook.com
[4] t.co
[3] techmeme.com
[3] linkedin.com
[3] oaklandnewsonline.com
[2] applewatch101.com

Top Domains in Tweet in G3:
[161] kqed.org
[18] twitter.com
[2] google.com
[2] pbs.org
[2] linkedin.com
[1] youtu.be
[1] vimeo.com
[1] trib.al
[1] forms.gle
[1] buff.ly

Top Domains in Tweet in G4:
[158] kqed.org
[26] twitter.com
[3] wait4it.com
[1] google.com
[1] csuchico.edu

Top Domains in Tweet in G5:
[8] kqed.org
[4] trib.al
[2] twitter.com
[1] instagram.com
[1] applytojob.com
[1] worldaffairs.org

Top Domains in Tweet in G6:
[113] kqed.org
[7] twitter.com
[2] shakeout.org
[2] npr.org
[1] redcross.org
[1] youtube.com
[1] myshake.app
[1] berkeley.edu
[1] paper.li

Top Domains in Tweet in G7:
[12] kqed.org
[6] twitter.com

Top Domains in Tweet in G8:
[32] kqed.org
[3] twitter.com
[2] sf.citi
[1] q4cdn.com
[1] latimes.com
[1] marinpost.org

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

Top Domains in Tweet in G10:
[26] kqed.org
[2] twitter.com
[1] tweetedtimes.com
[1] popupnewsuk.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[276] earthquake
[118] lomaprieta
[92] edchat
[60] indigenouspeoplesday2019
[59] art
[43] indigenouspeoplesday
[40] empathy
[40] education
[34] innovation
[31] sanfrancisco



Top Hashtags in Tweet in G1:
[50] art
[32] edchat
[23] teachers
[21] principals
[21] leadership
[21] emotions
[21] happiness
[16] bullying
[14] muslim
[10] homework

Top Hashtags in Tweet in G2:
[19] edchat
[16] education
[10] learning
[8] empathy
[7] innovation
[6] tech
[6] teachers
[5] microgrids
[5] futureofenergy
[5] isteten

Top Hashtags in Tweet in G3:
[165] earthquake
[46] lomaprieta
[34] indigenouspeoplesday
[20] sanfrancisco
[18] marina
[16] pronounsday
[14] wednesdaywisdom
[5] demdebate
[5] artsed
[5] learning

Top Hashtags in Tweet in G4:
[51] indigenouspeoplesday2019
[29] lomaprieta
[25] rightnowish
[24] earthquake
[13] gamedev
[11] oakland
[7] indigenouspeoplesday
[7] demdebate
[6] thebay
[6] pronounsday

Top Hashtags in Tweet in G5:
[13] poc
[6] earthquake
[4] lomaprieta
[2] terremoto
[1] nextgenradio
[1] indigenouspeoplesday
[1] art
[1] fahm
[1] rightnowish
[1] pronounsday

Top Hashtags in Tweet in G6:
[67] earthquake
[20] lomaprieta
[6] fremont
[6] microgrid
[4] indigenouspeoplesday2019
[3] greatshakeout
[3] baycurious
[3] sanfrancisco
[3] marina
[2] elk

Top Hashtags in Tweet in G7:
[8] disability
[3] earthquake
[1] lomaprieta
[1] pgeshutoff
[1] pgeshutdown
[1] cripthevote
[1] psps
[1] suckitableism
[1] casitas

Top Hashtags in Tweet in G8:
[15] lomaprieta
[14] ab5
[4] earthquake
[4] housing
[3] demdebate
[3] teamsters
[2] toughlove
[2] emergingtechnology
[2] npr
[2] pgeshutoff

Top Hashtags in Tweet in G9:
[1] incomeequity

Top Hashtags in Tweet in G10:
[12] electoralcollege
[11] medialitwk
[10] abovethenoise
[8] election2020
[3] medialiteracy
[2] digcitcommit
[2] kqedlearn
[2] kqeded
[2] earthquake
[2] digcit

Top Words
Top Words in Tweet in Entire Graph:
[3384] Words in Sentiment List#1: Positive
[1650] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[103752] Non-categorized Words
[108786] Total Words
[1302] mindshiftkqed
[1106] kqed
[791] new
[750] s
[642] schools

Top Words in Tweet in G1:
[1237] mindshiftkqed
[567] schools
[528] embrace
[503] new
[455] asked
[453] teachers
[452] teaching
[451] ideas
[450] being
[447] increasingly

Top Words in Tweet in G2:
[128] more
[99] empathy
[99] kqed
[94] now
[94] help
[93] important
[90] s
[88] intentionally
[88] building
[85] art

Top Words in Tweet in G3:
[530] kqed
[231] s
[199] kit
[165] #earthquake
[124] earthquake
[110] t
[104] think
[101] p
[87] n
[87] bona

Top Words in Tweet in G4:
[137] kqednews
[126] s
[103] kqed
[82] kqedarts
[68] first
[64] oct
[60] new
[59] back
[58] berkeley
[56] city

Top Words in Tweet in G5:
[213] npr
[137] one
[137] stanford
[137] psychologist
[137] empathy
[137] developed
[137] muscle
[137] thinks
[137] affect
[137] world

Top Words in Tweet in G6:
[119] kqedscience
[108] kqed
[82] earthquake
[67] #earthquake
[60] s
[53] kit
[52] peterarcuni
[45] one
[38] fire
[38] new

Top Words in Tweet in G7:
[46] oil
[32] people
[30] power
[24] tedrickg
[24] see
[23] kqed
[23] e
[22] cafedujord
[22] points
[22] pg

Top Words in Tweet in G8:
[37] kqedforum
[32] kqed
[29] air
[22] down
[20] questions
[18] new
[17] earthquake
[15] #lomaprieta
[15] teamsterdoug
[14] laws

Top Words in Tweet in G9:
[122] way
[63] s
[61] core
[61] arts
[61] integration
[61] social
[61] justice
[61] creating
[61] equity
[61] looking

Top Words in Tweet in G10:
[39] kqededspace
[29] learning
[23] help
[21] students
[20] t
[18] 3
[15] art
[15] center
[15] experience
[13] kqed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[466] new,ideas
[465] teachers,increasingly
[465] increasingly,being
[465] being,asked
[465] asked,embrace
[465] embrace,new
[465] ideas,styles
[465] styles,teaching
[465] teaching,schools
[465] schools,always

Top Word Pairs in Tweet in G1:
[447] teachers,increasingly
[447] increasingly,being
[447] being,asked
[447] asked,embrace
[447] embrace,new
[447] new,ideas
[447] ideas,styles
[447] styles,teaching
[447] teaching,schools
[447] schools,always

Top Word Pairs in Tweet in G2:
[88] more,important
[87] intentionally,building
[85] important,now
[84] building,empathy
[84] empathy,more
[62] kqed,news
[58] learning,experience
[56] help,center
[56] center,student
[56] student,s

Top Word Pairs in Tweet in G3:
[103] #earthquake,kit
[91] earthquake,kit
[87] p,s
[87] s,s
[87] s,t
[87] t,n
[87] n,think
[87] think,bona
[87] bona,fide
[87] fide,#earthquake

Top Word Pairs in Tweet in G4:
[56] u,s
[53] look,back
[51] oct,12
[51] 12,1992
[51] 1992,berkeley
[51] berkeley,became
[51] became,first
[51] first,official
[51] official,city
[51] city,u

Top Word Pairs in Tweet in G5:
[137] one,stanford
[137] stanford,psychologist
[137] psychologist,empathy
[137] empathy,developed
[137] developed,muscle
[137] muscle,thinks
[137] thinks,affect
[137] affect,world
[137] world,positively
[136] npr,one

Top Word Pairs in Tweet in G6:
[35] #earthquake,kit
[21] big,one
[20] reporter,peterarcuni
[16] peterarcuni,spending
[16] spending,week
[16] week,working
[16] working,earthquake
[15] earthquake,kit
[15] statewide,earthquake
[15] gavinnewsom,vetoed

Top Word Pairs in Tweet in G7:
[22] pg,e
[21] people,lose
[21] lose,power
[21] power,prepare
[21] prepare,see
[21] see,pg
[21] e,city
[20] one,better
[20] better,giving
[20] giving,game

Top Word Pairs in Tweet in G8:
[17] kqedforum,air
[14] case,anyone
[14] anyone,questions
[14] questions,californialabor
[14] californialabor,ca_bldg_trades
[14] ca_bldg_trades,calteamsterspac
[14] calteamsterspac,threw
[14] threw,down
[14] down,hard
[14] hard,pass

Top Word Pairs in Tweet in G9:
[61] core,arts
[61] arts,integration
[61] integration,social
[61] social,justice
[61] justice,s
[61] s,way
[61] way,creating
[61] creating,equity
[61] equity,way
[61] way,looking

Top Word Pairs in Tweet in G10:
[15] learning,experience
[13] art,center
[13] center,learning
[13] experience,evens
[13] evens,playing
[13] playing,field
[13] field,kids
[13] kids,learning
[13] learning,disabilities
[12] students,weighed

Top Replied-To
Top Replied-To in Entire Graph:
@kqed
@guymarzorati
@hereandnow
@peterarcuni
@kqedforum
@firefox
@airmedia
@kqedscience
@juliachanb
@erikakelly100

Top Replied-To in G1:
@mindshiftkqed
@shannonoliveir1

Top Replied-To in G3:
@kqed
@kqedforum
@juliachanb
@erikakelly100
@kvox
@roybahat
@mjb_sf
@thewongmann
@peterarcuni
@kayreneeesq

Top Replied-To in G4:
@guymarzorati
@kqed
@root_g
@sfpubliclibrary
@cococws
@linablanco
@peterarcuni
@danielleventon
@goldenthread
@ogpenn

Top Replied-To in G5:
@hereandnow
@airmedia
@tonyamosley
@insleyjames2
@kqed
@npr

Top Replied-To in G6:
@kqed
@kqedscience
@peterarcuni
@bridget_alice
@drritahamad

Top Replied-To in G7:
@uhshanti
@jschaedler
@kqedforum
@christinevans
@cafedujord

Top Replied-To in G8:
@kqed
@toninobologny
@pge4me
@dillonliam
@booyasauce
@dma
@chadbensonshow
@bobbym62
@pissedoffgeese

Top Mentioned
Top Mentioned in Entire Graph:
@mindshiftkqed
@kqed
@npr
@kqednews
@kqedscience
@cultofpedagogy
@kqedarts
@peterarcuni
@tolerance_org
@kqedforum

Top Mentioned in G1:
@mindshiftkqed
@cultofpedagogy
@edutopia
@mflnfd
@usfca_soe
@uchicagouei
@janamohrlone
@kschwart
@alisonbaran1
@agcjax

Top Mentioned in G2:
@allentien
@renewablepower5
@jmbergie
@curricdocb
@achievementhgts

Top Mentioned in G3:
@kqed
@kqedscience
@kqednews
@peterarcuni
@kqedforum
@kqedcheckplease
@kellydomara
@cityartssf
@khnews
@nprhealth

Top Mentioned in G4:
@kqednews
@kqed
@kqedarts
@thebaykqed
@ogpenn
@scottshafer
@mlagos
@guymarzorati
@repa
@turfstarwolf

Top Mentioned in G5:
@npr
@kqed
@truthbetoldshow
@cristinakim830
@nprwest
@airmedia
@tonyamosley
@hereandnow
@kqednews
@mindshiftkqed

Top Mentioned in G6:
@kqedscience
@kqed
@peterarcuni
@kqednews
@starkkev
@lesommer
@gavinnewsom
@fremont_ca
@redcross
@fremontfire

Top Mentioned in G7:
@tedrickg
@cafedujord
@sfdirewolf
@thinkingautism
@airqualityguy
@kqednews
@kqed
@chaseneil
@kqedscience
@casitacoalition

Top Mentioned in G8:
@kqedforum
@kqed
@teamsterdoug
@californialabor
@ca_bldg_trades
@calteamsterspac
@lore
@juliesuca
@pge4me
@scottshafer

Top Mentioned in G9:
@tolerance_org
@mindshiftkqed
@rosenbergfound
@kqed
@beckipollock

Top Mentioned in G10:
@kqededspace
@annelise_kqed
@ms_haque5
@kqed
@ab_mock
@mindshiftkqed
@jdparrish
@kqedscience
@tolerance_org
@stephaniefinneg

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@rjber15
@teshawnedmonds
@dancas2
@rxbun
@ecointernetdrgb
@derekjohnbryant
@marylschmidt
@alizardx
@ggg_says

Top Tweeters in G1:
@rjber15
@teshawnedmonds
@marylschmidt
@phendricks71
@mulher_noticia
@masqcrew
@18akgoyal
@procm2
@cliffbaker9
@javeedahmedm

Top Tweeters in G2:
@ecointernetdrgb
@derekjohnbryant
@janiecestaton
@sciseekfeed
@tiniskwerl
@akwyz
@ronsupportsyou
@mrkalman
@_cirrus_minor_
@creekbear

Top Tweeters in G3:
@metaquest
@dgendvil
@1chefdiva
@teakinrj
@estarianne
@abc7newsbayarea
@rodneyclaeys
@jjmplsmn
@calliopeco
@nbcbayarea

Top Tweeters in G4:
@dancas2
@mastaofmp3s
@chriskirouac
@kimvie
@neilyoungsaveus
@maryalicebisho2
@artallks
@ogssie
@jersey_craig
@januaryhandl

Top Tweeters in G5:
@dichristine
@c_coolidge
@indascorner
@reneevoicebrand
@aine
@drjudystone
@matthewcronin9
@npr
@henryleerhenry
@robert_veres

Top Tweeters in G6:
@homegypsy
@itswanda
@yayayarndiva
@lizditz
@spsot
@dwatchnews
@toniradjali
@pauljimerson
@shyduroff
@watchdogsniffer

Top Tweeters in G7:
@rxbun
@tigerbeat
@sfdirewolf
@dhcalifornicus
@thesoulcab
@jm_rives
@machinesqarrs
@badshaass
@baelockholmes
@downsynadvocacy

Top Tweeters in G8:
@comfortablysmug
@nancysuzyq
@washtimes
@elisha1022
@avildsen
@berkeliana
@kathymschotschi
@ms_tlovee
@wired
@smedley_butler

Top Tweeters in G9:
@suevisa
@juliaerin80
@nhenryfundi
@martyproust
@bibacus
@berlindelia
@caren4btunity
@annielynn215
@profhsieh
@drjosephricca

Top Tweeters in G10:
@speechtherapist
@imcalled2teach
@theclalliance
@jillbromen
@jill_pattison
@jdparrish
@jeremybballer
@dellalataille
@kqededspace
@historyfrog


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