KQED, Twitter, 9/27/2019 10:56:49 AM, 211161


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KQED_2019-09-27_03-38-11.xlsx
KQED_2019-09-27_03-38-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 27, 2019
Short Description:
KQED via NodeXL http://bit.ly/2lFDMs8
@mindshiftkqed
@kqed
@kqednews
@deetwocents
@lizditz
@kqedscience
@michelleking66
@other95
@jaytay777
@nananastia

Top hashtags:
#edchat
#reading
#trauma
#music
#art
#teaching
#socialmedia
#edtech
#tlchat
#socialjustice

Description:
Description
The graph represents a network of 4,339 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, 27 September 2019 at 10:39 UTC.

The requested start date was Friday, 27 September 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 4-day, 2-hour, 20-minute period from Sunday, 22 September 2019 at 17:00 UTC to Thursday, 26 September 2019 at 19:21 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 : 4339
Unique Edges : 5621
Edges With Duplicates : 1833
Total Edges : 7454
Number of Edge Types : 3
Mentions : 5986
Replies to : 252
Tweet : 1216
Self-Loops : 1216
Reciprocated Vertex Pair Ratio : 0.0243166823751178
Reciprocated Edge Ratio : 0.0474788369525212
Connected Components : 759
Single-Vertex Connected Components : 512
Maximum Vertices in a Connected Component : 2972
Maximum Edges in a Connected Component : 5872
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.743949
Graph Density : 0.000288695780419498
Modularity : 0.64356
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[175] https://www.kqed.org/mindshift/53091/why-schools-should-be-organized-to-prioritize-relationships?fbclid=IwAR2Mfpq0euAnjAB_Q_KlKCVfYVdtfpSD0DVlUnSY8OA_GPnTYGUkgUS5zoo
[104] https://www.kqed.org/mindshift/54470/why-content-knowledge-is-crucial-to-effective-critical-thinking
[104] https://www.kqed.org/mindshift/54486/how-collaboration-unlocks-learning-and-lessens-student-isolation
[52] https://www.kqed.org/science/1947795/these-trees-survived-californias-drought-and-thats-giving-scientists-hope-for-climate-change
[46] https://www.kqed.org/mindshift/54150/teaching-6-year-olds-about-privilege-and-power
[43] https://www.kqed.org/mindshift/43049/20-tips-to-help-de-escalate-interactions-with-anxious-or-defiant-students
[43] https://www.kqed.org/arts/13849625/pandoras-new-corporate-parents-gave-millions-to-trump-gop
[38] https://www.kqed.org/arts/11835183/meet-the-latina-dj-crews-fighting-cultural-erasure-one-45-at-a-time
[37] https://www.kqed.org/mindshift/53091/why-schools-should-be-organized-to-prioritize-relationships
[35] https://www.kqed.org/mindshift/48592/7-books-that-teach-kids-about-social-justice-and-activism

Top URLs in Tweet in G1:
[165] https://www.kqed.org/mindshift/53091/why-schools-should-be-organized-to-prioritize-relationships?fbclid=IwAR2Mfpq0euAnjAB_Q_KlKCVfYVdtfpSD0DVlUnSY8OA_GPnTYGUkgUS5zoo
[42] https://www.kqed.org/mindshift/54470/why-content-knowledge-is-crucial-to-effective-critical-thinking
[27] https://www.kqed.org/mindshift/48592/7-books-that-teach-kids-about-social-justice-and-activism
[25] https://www.kqed.org/mindshift/54486/how-collaboration-unlocks-learning-and-lessens-student-isolation
[11] https://www.kqed.org/mindshift/54150/teaching-6-year-olds-about-privilege-and-power
[8] https://www.kqed.org/mindshift/54477/friendship-ibs-and-transgender-history-three-innovative-ya-graphic-novels
[7] https://www.kqed.org/mindshift/54378/how-to-create-deeper-student-learning-experiences-through-questions
[6] https://www.kqed.org/mindshift/48770/how-making-mistakes-primes-kids-to-learn-better
[6] https://www.kqed.org/mindshift/49486/how-school-leaders-can-attend-to-the-emotional-side-of-change
[5] https://www.kqed.org/mindshift/47856/four-strategies-that-promote-a-growth-mindset-in-struggling-readers

Top URLs in Tweet in G2:
[32] https://www.kqed.org/mindshift/54486/how-collaboration-unlocks-learning-and-lessens-student-isolation
[21] https://www.kqed.org/arts/13849625/pandoras-new-corporate-parents-gave-millions-to-trump-gop
[20] https://www.kqed.org/news/11775527/more-than-1000-families-have-been-separated-at-the-border-despite-court-order
[17] https://www.kqed.org/mindshift/54470/why-content-knowledge-is-crucial-to-effective-critical-thinking
[17] https://www.kqed.org/mindshift/54477/friendship-ibs-and-transgender-history-three-innovative-ya-graphic-novels
[15] https://www.kqed.org/arts/11835183/meet-the-latina-dj-crews-fighting-cultural-erasure-one-45-at-a-time
[14] https://www.kqed.org/mindshift/47856/four-strategies-that-promote-a-growth-mindset-in-struggling-readers
[14] https://www.kqed.org/mindshift/54150/teaching-6-year-olds-about-privilege-and-power
[14] https://www.kqed.org/mindshift/53091/why-schools-should-be-organized-to-prioritize-relationships
[12] https://www.kqed.org/mindshift/39677/how-memory-focus-and-good-teaching-can-work-together-to-help-kids-learn

Top URLs in Tweet in G3:
[16] https://www.kqed.org/forum/2010101873460/george-takei-recalls-japanese-american-internment-in-they-called-us-enemy
[14] https://www.kqed.org/mindshift/54486/how-collaboration-unlocks-learning-and-lessens-student-isolation
[6] https://current.org/2019/09/kqed-renovation-aims-to-create-state-of-the-art-peoples-station/
[6] https://www.kqed.org/mindshift/54144/how-can-schools-help-kids-with-anxiety
[5] https://www.kqed.org/news/11775363/your-tips-the-best-advice-for-bay-area-newcomers
[5] http://kqed.org/forum
[4] https://www.kqed.org/news/11776158/all-national-parks-are-free-again-on-saturday-and-here-are-your-visit-tips
[4] https://www.kqed.org/science/1945656/trade-in-your-gas-stove-to-save-the-planet-berkeley-bans-natural-gas
[3] https://www.kqed.org/science/1947571/richmond-gun-violence-drops-by-half-after-offenders-get-support-including-cash
[3] http://video.kqed.org

Top URLs in Tweet in G4:
[17] https://www.kqed.org/science/1947795/these-trees-survived-californias-drought-and-thats-giving-scientists-hope-for-climate-change
[10] https://www.kqed.org/news/11776154/pge-weighs-more-blackouts-as-fire-danger-continues-across-northern-california
[10] https://www.kqed.org/arts/13867030/finally-a-legal-sideshow
[9] https://www.kqed.org/news/11774993/golden-state-plate-rocky-road-ice-creams-bumpy-history
[9] https://www.kqed.org/science/1947752/former-gov-jerry-brown-announces-new-california-china-institute-to-find-climate-solutions
[8] https://www.kqed.org/news/11775762/san-jose-considers-extending-incentives-for-high-rise-developers-downtown
[8] https://www.kqed.org/news/11776362/why-pge-is-shutting-off-power-to-wildfire-prone-areas
[7] https://www.kqed.org/news/11775864/two-stories-one-trail-and-the-discovery-of-the-san-francisco-bay
[7] https://www.kqed.org/news/11775705/the-voice-behind-ive-got-five-on-it
[6] https://www.kqed.org/news/11776241/nancy-pelosi-announces-formal-impeachment-inquiry-into-president-trump

Top URLs in Tweet in G5:
[3] https://www.kqed.org/arts/13849625/pandoras-new-corporate-parents-gave-millions-to-trump-gop

Top URLs in Tweet in G6:
[1] https://www.kqed.org/science/1945656/trade-in-your-gas-stove-to-save-the-planet-berkeley-bans-natural-gas
[1] https://twitter.com/auweia1/status/1051929633254330368
[1] https://twitter.com/MrAndyScheer/status/596536178297319425
[1] https://twitter.com/richiesf2016/status/1176737409540616193

Top URLs in Tweet in G7:
[26] https://www.kqed.org/mindshift/54248/three-things-overscheduled-kids-need-more-of-in-their-lives?sf109288182=1
[13] https://www.kqed.org/mindshift/53417/how-your-teacher-librarian-can-be-an-ally-when-teaching-with-inquiry
[11] https://www.kqed.org/mindshift/47502/empathy-is-tough-to-teach-but-is-one-of-the-most-important-life-lessons
[2] https://www.kqed.org/mindshift/50620/how-to-ease-students-into-independent-inquiry-projects
[1] https://www.kqed.org/mindshift/48770/how-making-mistakes-primes-kids-to-learn-better
[1] https://www.kqed.org/mindshift/47856/four-strategies-that-promote-a-growth-mindset-in-struggling-readers

Top URLs in Tweet in G8:
[1] https://www.kqed.org/futureofyou/434900/white-supremacists-not-happy-when-dna-tests-reveal-non-white-ancestry

Top URLs in Tweet in G9:
[2] https://www.kqed.org/arts/13852729/charles-schulzs-letter-about-democracy-discovered-50-years-later
[1] https://www.kqed.org/arts/13867186/the-do-list-listen-to-our-event-picks-for-sept-26-oct-2
[1] https://www.kqed.org/arts/13867030/finally-a-legal-sideshow

Top URLs in Tweet in G10:
[1] http://ww2.kqed.org/mindshift/2013/07/31/why-we-need-to-value-spatial-creativity/
[1] https://www.kqed.org/mindshift/51605/how-to-boost-math-skills-in-the-early-grades
[1] https://www.kqed.org/mindshift/43092/15-picture-books-that-support-childrens-spatial-skills-development

Top Domains
Top Domains in Tweet in Entire Graph:
[2099] kqed.org
[115] twitter.com
[28] tweetedtimes.com
[20] apple.news
[13] current.org
[12] youtube.com
[7] linkedin.com
[6] nzzl.us
[5] ow.ly
[5] feedburner.com

Top Domains in Tweet in G1:
[391] kqed.org
[5] ow.ly
[2] twitter.com
[1] owl.li

Top Domains in Tweet in G2:
[566] kqed.org
[28] tweetedtimes.com
[18] twitter.com
[8] apple.news
[3] scoop.it
[3] linkedin.com
[3] bpuzzle.ca
[2] ecointernet.org
[2] bing.com
[2] current.org

Top Domains in Tweet in G3:
[157] kqed.org
[16] twitter.com
[7] youtube.com
[6] current.org
[4] npr.org
[3] tolerance.org
[2] bit.ly
[1] sfchronicle.com
[1] usa.gov
[1] sfrecpark.org

Top Domains in Tweet in G4:
[305] kqed.org
[17] twitter.com
[4] current.org
[2] apple.com
[1] amazonaws.com
[1] pbs.org
[1] changeresearch.com
[1] mercurynews.com
[1] opiniontoday.com
[1] youtube.com

Top Domains in Tweet in G5:
[3] kqed.org

Top Domains in Tweet in G6:
[3] twitter.com
[1] kqed.org

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

Top Domains in Tweet in G8:
[1] kqed.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[170] edchat
[120] reading
[106] trauma
[105] music
[103] art
[47] teaching
[32] socialmedia
[31] edtech
[30] tlchat
[28] socialjustice



Top Hashtags in Tweet in G1:
[113] reading
[98] trauma
[97] art
[97] music
[91] edchat
[28] tlchat
[27] socialjustice
[27] books
[26] socialmedia
[24] teaching

Top Hashtags in Tweet in G2:
[21] edchat
[6] edtech
[5] educhat
[4] edtechchat
[3] education
[3] sel
[3] students
[3] blogsifollow
[3] newpost
[3] traumatherapy

Top Hashtags in Tweet in G3:
[13] countrymusicpbs
[8] sel
[6] firstdayoffall
[6] bivisibilityday
[6] socialemotionallearning
[5] learning
[4] anxiety
[4] california
[3] impeachment
[3] latinohispanicheritagemonth

Top Hashtags in Tweet in G4:
[13] thisislatinx
[7] climatechange
[5] firstdayoffall
[5] california
[4] climate
[4] cawx
[4] pg
[4] pinebeetles
[4] cadrought
[3] vaccine

Top Hashtags in Tweet in G5:
[1] wokeaf

Top Hashtags in Tweet in G6:
[8] mayordebate

Top Hashtags in Tweet in G7:
[10] inquirymindset
[6] caedchat
[6] cuechat
[5] edchat
[5] aussieed
[4] diveintoinquiry
[4] ukedchat
[4] inquiry
[3] tosachat
[2] onted

Top Hashtags in Tweet in G10:
[1] trauma
[1] art
[1] music

Top Words
Top Words in Tweet in Entire Graph:
[4693] Words in Sentiment List#1: Positive
[2103] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[97163] Non-categorized Words
[103959] Total Words
[1421] mindshiftkqed
[957] s
[867] kqed
[572] students
[517] trump

Top Words in Tweet in G1:
[1336] mindshiftkqed
[347] students
[294] t
[285] change
[278] work
[243] high
[236] studies
[201] new
[198] schools
[190] h

Top Words in Tweet in G2:
[111] kqed
[110] learning
[73] news
[71] mindshift
[60] more
[57] student
[53] students
[50] collaboration
[48] s
[45] lessens

Top Words in Tweet in G3:
[462] kqed
[127] kqedforum
[118] s
[85] free
[79] today
[77] georgetakei
[68] national
[67] pass
[57] parks
[54] california

Top Words in Tweet in G4:
[213] s
[174] kqednews
[131] california
[127] trying
[113] bay
[87] kqed
[81] out
[76] new
[75] thebaykqed
[72] area

Top Words in Tweet in G5:
[375] trump
[374] s
[373] sirius
[372] owned
[372] supporter
[372] liberty
[372] founder
[372] john
[372] malone
[372] longtime

Top Words in Tweet in G6:
[32] kqed
[28] abc7newsbayarea
[27] embarcaderosafe
[22] sfchronicle
[21] matthaneysf
[15] hknightsf
[15] nbcbayarea
[14] s
[14] kateabc7
[14] cvspharmacy

Top Words in Tweet in G7:
[27] trev_mackenzie
[26] kid
[26] needs
[26] pdf
[26] playtime
[26] downtime
[26] family
[26] time
[26] day
[26] denise

Top Words in Tweet in G8:
[3] jeffharperart
[3] tbiadvice
[3] dexcmacb1
[3] justafan18
[3] lilytigerrules
[3] pwm62
[3] yeahunoeme
[3] lunaticopresid1
[3] usa_cheapseats
[2] supermom1242

Top Words in Tweet in G9:
[24] dabeard
[24] here's
[24] nice
[24] story
[24] march
[24] charles
[24] schulz's
[24] rediscovered
[24] letter
[24] democracy

Top Words in Tweet in G10:
[37] eriksonmath
[27] spatial
[23] books
[23] children
[23] going
[22] link
[22] jumps
[22] give
[22] chance
[22] explore

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[374] sirius,owned
[374] owned,trump
[374] trump,supporter
[374] supporter,liberty
[374] liberty,founder
[374] founder,john
[374] john,malone
[374] malone,longtime
[374] longtime,media
[374] media,mogul

Top Word Pairs in Tweet in G1:
[169] schools,organized
[169] organized,prioritize
[169] prioritize,relationships
[166] relationships,mindshiftkqed
[165] mindshiftkqed,h
[165] h,t
[165] t,elisabostwick
[164] gcouros,schools
[158] mindshiftkqed,important
[143] high,school

Top Word Pairs in Tweet in G2:
[70] kqed,news
[66] mindshift,kqed
[44] collaboration,unlocks
[44] unlocks,learning
[44] learning,lessens
[43] lessens,student
[43] student,isolation
[28] news,see
[28] see,more
[28] graphic,novels

Top Word Pairs in Tweet in G3:
[61] kqed,pass
[56] national,parks
[38] muir,woods
[38] free,enter
[37] pass,weekend
[37] weekend,national
[37] parks,free
[37] enter,including
[37] including,popular
[37] popular,california

Top Word Pairs in Tweet in G4:
[70] bay,area
[46] san,francisco
[42] trying,stay
[42] stay,oakland
[42] oakland,trying
[42] trying,move
[42] move,bay
[42] area,trying
[42] trying,figure
[42] figure,out

Top Word Pairs in Tweet in G5:
[372] sirius,owned
[372] owned,trump
[372] trump,supporter
[372] supporter,liberty
[372] liberty,founder
[372] founder,john
[372] john,malone
[372] malone,longtime
[372] longtime,media
[372] media,mogul

Top Word Pairs in Tweet in G6:
[15] abc7newsbayarea,kqed
[14] kateabc7,cvspharmacy
[14] cvspharmacy,matthaneysf
[14] matthaneysf,fda_drug_info
[14] fda_drug_info,abc7newsbayarea
[14] kqed,sfbos
[14] sfbos,sfchronicle
[13] embarcaderosafe,kateabc7
[8] s,#mayordebate
[8] #mayordebate,media

Top Word Pairs in Tweet in G7:
[26] kid,needs
[26] needs,pdf
[26] pdf,playtime
[26] playtime,downtime
[26] downtime,family
[26] family,time
[26] time,day
[26] denise,pope
[25] day,stanforded's
[25] stanforded's,denise

Top Word Pairs in Tweet in G8:
[3] jeffharperart,tbiadvice
[3] tbiadvice,dexcmacb1
[3] dexcmacb1,justafan18
[3] justafan18,lilytigerrules
[3] lilytigerrules,pwm62
[3] pwm62,yeahunoeme
[3] yeahunoeme,lunaticopresid1
[3] lunaticopresid1,usa_cheapseats
[2] supermom1242,jeffharperart
[2] usa_cheapseats,gsf

Top Word Pairs in Tweet in G9:
[24] here's,nice
[24] nice,story
[24] story,march
[24] march,charles
[24] charles,schulz's
[24] schulz's,rediscovered
[24] rediscovered,letter
[24] letter,democracy
[24] democracy,sent
[24] sent,10

Top Word Pairs in Tweet in G10:
[22] link,jumps
[22] jumps,books
[22] books,give
[22] give,children
[22] children,chance
[22] chance,explore
[22] explore,spatial
[22] spatial,reasoning
[22] reasoning,over
[22] over,under

Top Replied-To
Top Replied-To in Entire Graph:
@kqed
@dqn_chan__
@larrymaddox20
@sandranh5
@embarcaderosafe
@mindshiftkqed
@loki_is_pad
@bettersoma
@kqed_e_

Top Replied-To in G1:
@mindshiftkqed
@scottgeisler12

Top Replied-To in G3:
@kqed
@larrymaddox20
@sandranh5
@mindshiftkqed
@kqedforum
@geoffrbennett
@frankr0d
@scotia626
@thatssojocelyne
@saulkqed

Top Replied-To in G4:
@kqed
@mkimreporter
@bb_h8r_69
@jbrooksfoy
@sfjkdineen
@mlagos
@citizenkrans
@teacupinthebay
@jowens510
@millanpatterson

Top Replied-To in G6:
@embarcaderosafe
@bettersoma
@sfanon2
@spacult
@bebesee3
@doyle1020
@rtbayarea
@tarek53180
@mtnviewcityhall

Top Replied-To in G8:
@jeffharperart

Top Replied-To in G9:
@gmeline

Top Mentioned
Top Mentioned in Entire Graph:
@mindshiftkqed
@kqed
@deetwocents
@kqednews
@elisabostwick
@gcouros
@kqedforum
@hech
@georgetakei
@thebaykqed

Top Mentioned in G1:
@mindshiftkqed
@elisabostwick
@gcouros
@hech
@envisionschools
@jordosh
@jane_n_mueller
@susanbrookhart
@teacher2teacher
@dtwillingham

Top Mentioned in G2:
@giftedpage
@leonarderrod
@jmbergie
@clevelandheston
@sunfloweraction

Top Mentioned in G3:
@kqed
@kqedforum
@georgetakei
@recparksf
@npr
@changepolls
@politics_polls
@joboaler
@clarajeffery
@mindshiftkqed

Top Mentioned in G4:
@kqednews
@thebaykqed
@kqed
@kqedscience
@kqedarts
@lesommer
@notoriousecg
@chloeveltman
@rachaelmyrow
@mlagos

Top Mentioned in G5:
@deetwocents
@kqednews
@kqed
@mzdivah67

Top Mentioned in G6:
@kqed
@abc7newsbayarea
@sfchronicle
@embarcaderosafe
@matthaneysf
@hknightsf
@nbcbayarea
@kateabc7
@cvspharmacy
@fda_drug_info

Top Mentioned in G7:
@trev_mackenzie
@stanforded
@stanford
@mindshiftkqed
@mikemckay_ca
@rootsofaction

Top Mentioned in G8:
@tbiadvice
@dexcmacb1
@justafan18
@lilytigerrules
@pwm62
@yeahunoeme
@lunaticopresid1
@usa_cheapseats
@supermom1242
@jeffharperart

Top Mentioned in G9:
@dabeard
@gmeline
@rollingloud
@calperformances
@stanfordlive
@brianblade
@sfjazz
@linesballet
@ybca
@sflatinofilm

Top Mentioned in G10:
@eriksonmath
@mindshiftkqed

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@oldlady12345
@kat4obama
@dancas2
@ecointernetdrgb
@talkintou
@n7irl
@backstorymom1
@legallybae
@sherrilee7

Top Tweeters in G1:
@phendricks71
@vievararosel
@librariesval
@no2hitting
@zellieimani
@syawal
@nuria2407
@shafiekah0511
@encouragedone
@thembaletumbang

Top Tweeters in G2:
@cas_2050001283
@ecointernetdrgb
@backstorymom1
@hautahbuhgee
@sciseekfeed
@mms5048
@tobesafensound
@mrkalman
@mediabot
@melissasweetdr

Top Tweeters in G3:
@oldlady12345
@kat4obama
@talkintou
@metaquest
@kimvie
@nytimes
@washingtonpost
@calliopeco
@politico
@usatoday

Top Tweeters in G4:
@dancas2
@homegypsy
@mastaofmp3s
@yayayarndiva
@lizditz
@tigerbeat
@neilyoungsaveus
@appsame
@costanzo740
@artallks

Top Tweeters in G5:
@n7irl
@sherrilee7
@1loriking
@lovetogive2
@jhamby
@stetayen
@reignofapril
@carlyinnj
@syr829
@miss_placed_

Top Tweeters in G6:
@abc7newsbayarea
@nbcbayarea
@ktvu
@kron4news
@kpixtv
@sfchronicle
@solarfred
@cvspharmacy
@sfexaminer
@kcbsradio

Top Tweeters in G7:
@meisshaily
@msferreira_eng
@spkmind3
@trev_mackenzie
@ysrabasi
@leslieconn
@rbeaudryccle
@stanford
@cadenza17
@arsaso69

Top Tweeters in G8:
@pwm62
@indyria57maria
@debiowens
@justafan18
@mpoppeileen
@42gnome
@mygrannythegeek
@blainebershad
@stephaniebraith
@lorbe

Top Tweeters in G9:
@legallybae
@fettkeven
@starfishncoffee
@larryfd
@ayetherestherob
@2010erinbrooke
@leslielkb
@stefbauza
@dabeard
@laurieone

Top Tweeters in G10:
@kidsbookbot
@meairy
@mfahumadam
@ciarnac
@hartmannd12
@eriksonmath
@jcarlsenjulie
@lindadevos5
@mdoconnell16
@tamschaefer