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oklaed_2017-09-13_19-54-42.xlsx
oklaed_2017-09-13_19-54-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 14, 2017
Short Description:
oklaed via NodeXL http://bit.ly/2vV9JMJ
@ossbaoklahoma
@kimberblodgett
@okcps
@kasnelson
@joy4ok
@shawnhime
@benfelder_okc
@tinakpat

Description:
Description
The graph represents a network of 1,351 Twitter users whose tweets in the requested range contained "oklaed", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 September 2017 at 02:55 UTC.

The requested start date was Thursday, 14 September 2017 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, 5-hour, 35-minute period from Thursday, 31 August 2017 at 00:04 UTC to Wednesday, 13 September 2017 at 05:39 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 : 1351
Unique Edges : 2681
Edges With Duplicates : 2546
Total Edges : 5227
Self-Loops : 1410
Reciprocated Vertex Pair Ratio : 0.0736196319018405
Reciprocated Edge Ratio : 0.137142857142857
Connected Components : 95
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 1137
Maximum Edges in a Connected Component : 4845
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.995487
Graph Density : 0.00163116484360008
Modularity : 0.411946
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] http://mailchi.mp/ossba/education-funding-facts
[23] http://oklahomawatch.org/2017/09/09/within-teacher-shortage-pool-of-special-education-teachers-dwindles/
[17] https://www.okcps.org/site/default.aspx?PageType=3&DomainID=4&ModuleInstanceID=88&ViewID=6446EE88-D30C-497E-9316-3F8874B3E108&RenderLoc=0&FlexDataID=5440&PageID=1
[15] http://www.ossba.org/okdigitalresources
[15] http://pbl-birdside.blogspot.com/2017/08/roles-that-reflect-world-maintains.html
[15] http://practicingpbl.teachable.com/p/free-4-day-pbl-kickstart-challenge/
[14] https://twitter.com/denwalt/status/907769230233399296
[13] https://t.co/8owW849Fvl
[12] https://apnews.com/1a378d2d54154cb3a8adea5b68cbeb52
[11] https://twitter.com/mrshime/status/907050573123538946

Top URLs in Tweet in G1:
[22] http://oklahomawatch.org/2017/09/09/within-teacher-shortage-pool-of-special-education-teachers-dwindles/
[20] http://mailchi.mp/ossba/education-funding-facts
[13] http://www.ossba.org/okdigitalresources
[7] https://twitter.com/OKPolicy/status/905415571868704769
[7] http://newsok.com/article/5563119?utm_source=NewsOK.com&utm_medium=Social&utm_campaign=ShareBar-Twitter
[6] http://sde.ok.gov/sde/licensetoeducate
[6] https://twitter.com/naesp/status/907181931795767296
[5] http://NewsOK.com
[5] http://m.newsok.com/article/5562242
[5] https://twitter.com/MoorePublicSch/status/903375509362536448

Top URLs in Tweet in G2:
[6] https://twitter.com/kimberblodgett/status/904511974062555140
[6] https://twitter.com/vperezy/status/905410780065083392
[6] http://teachingfromhere.com/podcast/episode-30-the-story-behind-the-behaviors/
[5] https://twitter.com/mrshime/status/907047553430163462
[5] https://twitter.com/mrshime/status/907056612782821381
[5] http://www.mrswatersenglish.com/oklaed-chats/
[5] https://twitter.com/mrshime/status/907052086801596418
[5] https://twitter.com/mrshime/status/907050573123538946
[5] https://twitter.com/toddwhitaker/status/905592279406018561
[4] https://twitter.com/mrshime/status/907049065619345410

Top URLs in Tweet in G3:
[14] https://www.okcps.org/site/default.aspx?PageType=3&DomainID=4&ModuleInstanceID=88&ViewID=6446EE88-D30C-497E-9316-3F8874B3E108&RenderLoc=0&FlexDataID=5440&PageID=1
[9] https://twitter.com/okcps/status/905107002686402561
[7] http://kgou.org/post/conservative-oklahoma-schools-chief-says-dacas-end-will-cause-devastating-blow
[5] http://action.stand.org/page/speakout/daca-letter-to-congress?utm_content=buffer6a89b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://action.stand.org/page/s/dreamers?utm_content=buffer13922&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.okcps.org/site/default.aspx?PageType=3&DomainID=4&ModuleInstanceID=88&ViewID=6446EE88-D30C-497E-9316-3F8874B3E108&RenderLoc=0&FlexDataID=5434&PageID=1
[3] https://twitter.com/cywats2/status/903696438881918976
[1] https://twitter.com/i/web/status/907038240452030466
[1] https://twitter.com/i/web/status/903603735598960640
[1] http://educationpost.org/first-generation-immigrants-like-mari-are-called-dreamers-for-a-reason/?utm_content=bufferefaa0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[5] http://action.stand.org/page/speakout/special-session?utm_content=bufferceecb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/denwalt/status/907769230233399296
[1] https://twitter.com/i/web/status/907274173889773568
[1] https://twitter.com/i/web/status/903258744909434881
[1] https://twitter.com/i/web/status/903414569170870272
[1] https://twitter.com/i/web/status/904178652950265856
[1] https://twitter.com/i/web/status/905613672336281601
[1] https://medium.com/@JLanie/the-gpt-oklahomas-oil-and-gas-cognitive-dissonance-7147dccbaf8e?platform=hootsuite
[1] https://twitter.com/jdunnington/status/906196713043628032
[1] https://twitter.com/i/web/status/907037267138674688

Top URLs in Tweet in G5:
[15] http://practicingpbl.teachable.com/p/free-4-day-pbl-kickstart-challenge/
[14] http://pbl-birdside.blogspot.com/2017/08/roles-that-reflect-world-maintains.html
[9] http://practicingpbl.teachable.com/p/free-4-day-pbl-kickstart-challenge
[4] https://twitter.com/alicekeeler/status/903643614084907008
[3] https://docs.google.com/document/d/1VYPGQnnY_Af3W5GV55G4wME8SxFEnaFw6nV5EcSrLEQ/edit?usp=sharing
[2] https://twitter.com/lesahaney/status/905612837338341376
[2] https://docs.google.com/document/d/1dC7w2quu1sL4IC7Nw1y95KH0Mvo61GdVec3POTmxs2w/edit?usp=sharing
[1] https://twitter.com/OhNoahPBSKIDS/status/907343283537539077
[1] https://twitter.com/mswood33/status/903795691318796288
[1] https://twitter.com/bmilla84/status/902672579122561025

Top URLs in Tweet in G6:
[7] https://twitter.com/denwalt/status/907769230233399296
[5] https://www.oklahoman.com/login?referer=/article/5563244?access=9724116d3b40f2b6151bc202ed644560
[4] https://twitter.com/denwalt/status/905489553900933121
[3] https://twitter.com/nicholasferroni/status/907015058697457665
[3] https://nondoc.com/2017/09/06/education-forum-paints-mixed-picture/?utm_campaign=coschedule&utm_source=twitter&utm_medium=nondocmedia&utm_content=Education
[3] forum
[3] paints
[3] mixed
[3] picture
[3] of

Top URLs in Tweet in G7:
[2] http://paper.li/e-1428073680?edition_id=51c9e4e0-9087-11e7-abde-0cc47a0d15fd
[1] https://twitter.com/drewforoklahoma/status/902914713067106304
[1] https://twitter.com/abbybroyles/status/903073466592714752
[1] http://m.newsok.com/article/3715489
[1] http://m.newsok.com/article/3808469
[1] https://www.dallasnews.com/news/education/2010/06/29/20100628-Texas-judge-knocks-down-minimum-grading-5938
[1] http://paper.li/FutureWorldHub/1341259924?edition_id=8906d100-8e2c-11e7-a0f6-002590a5ba2d
[1] http://media2.newsobserver.com/content/media/2017/8/29/RR2109%20final%20report.pdf
[1] https://twitter.com/i/web/status/903274402434965505
[1] https://twitter.com/launchpadlabs/status/902857442593267713

Top URLs in Tweet in G8:
[3] https://twitter.com/laffoon_jon/status/907213685243904001
[1] https://twitter.com/i/web/status/907219758851948544
[1] https://twitter.com/efranksnaesp/status/906982080499929088
[1] https://twitter.com/naesp/status/904388530213879809
[1] https://twitter.com/i/web/status/906333205246173185

Top URLs in Tweet in G9:
[5] http://www.newson6.com/story/36220434/broken-arrow-teachers-reach-out-for-funding
[2] http://www.tulsaworld.com/news/education/educators-who-left-for-bigger-money-in-texas-return-to/article_7d9e1b77-4041-5402-8052-7a1b8a261d9b.html
[2] http://events.listenwise.com/how-to-teach-and-assess-listening?utm_source=Smartbrief&utm_medium=Middleweb&utm_campaign=Middleweb8_29_2017
[2] http://opsrc.net/our-staff
[2] http://wegrowteachers.com/brain-based-learning-means-always-connecting-old-knowledge-new/?utm_content=buffer383fa&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://georgecouros.ca/blog/archives/7671
[2] https://www.911memorial.org/talk-children-about-terrorism
[2] http://www.baschools.org/vnews/display.v/ART/554398812d7e3
[2] http://www.bravotv.com/the-daily-dish/the-sweet-home-oklahoma-ladies-have-all-the-tools-to-get-your-kids-ready-to-go-back
[2] https://twitter.com/charteralliance/status/906186640426717184

Top URLs in Tweet in G10:
[13] https://t.co/8owW849Fvl
[4] http://www.tulsaworld.com/obituaries/localobituaries/millard-house-sr-longtime-tps-administrator-who-helped-lead-the/article_5f97da12-993c-5f20-aef6-76ed852515a0.html
[3] https://t.co/vzw76stOGX
[2] https://twitter.com/trekkerteach12/status/906385045513838592
[2] http://www.tulsaworld.com/news/education/educators-who-left-for-bigger-money-in-texas-return-to/article_7d9e1b77-4041-5402-8052-7a1b8a261d9b.html
[1] http://www.tulsaworld.com/photovideo/slideshows/facts-and-stats-you-may-not-know-about-oklahoma-teachers/collection_4f5b3ca7-7aa5-5723-a735-46d691e91bf5.html
[1] http://www.tulsaworld.com/news/education/declining-school-funding-in-oklahoma-fake-news-state-rep-from/article_42aa99c3-d0b9-5425-83e9-f2a586c0cc65.html
[1] https://twitter.com/i/web/status/905830746761420800
[1] https://twitter.com/i/web/status/905933743331975168
[1] https://twitter.com/i/web/status/906164041399328768

Top Domains
Top Domains in Tweet in Entire Graph:
[925] twitter.com
[56] newsok.com
[33] oklahomawatch.org
[30] tulsaworld.com
[25] mailchi.mp
[25] instagram.com
[24] teachable.com
[22] blogspot.com
[21] ossba.org
[21] okcps.org

Top Domains in Tweet in G1:
[145] twitter.com
[37] newsok.com
[28] oklahomawatch.org
[23] instagram.com
[20] mailchi.mp
[18] ossba.org
[11] tulsaworld.com
[7] ok.gov
[7] okcareertech.org
[6] govdelivery.com

Top Domains in Tweet in G2:
[410] twitter.com
[9] teachingfromhere.com
[8] facebook.com
[8] cybraryman.com
[6] youtube.com
[5] mrswatersenglish.com
[4] blogspot.com
[4] wordpress.com
[4] fb.me
[3] newsok.com

Top Domains in Tweet in G3:
[49] twitter.com
[18] okcps.org
[10] stand.org
[7] kgou.org
[2] newsok.com
[1] educationpost.org
[1] ktul.com
[1] ossba.org
[1] youtube.com

Top Domains in Tweet in G4:
[28] twitter.com
[6] stand.org
[2] medium.com
[1] usnews.com
[1] truthaboutib.com
[1] oklahomawatch.org

Top Domains in Tweet in G5:
[24] teachable.com
[21] twitter.com
[14] blogspot.com
[5] google.com
[1] youtube.com
[1] newsok.com

Top Domains in Tweet in G6:
[32] twitter.com
[7] nondoc.com
[6] newsok.com
[5] oklahoman.com
[1] tinyletter.com
[1] visible-learning.org
[1] apple.com

Top Domains in Tweet in G7:
[53] twitter.com
[3] paper.li
[3] theeffortfuleducator.com
[2] newsok.com
[2] instagram.com
[2] fb.me
[1] dallasnews.com
[1] newsobserver.com
[1] facebook.com
[1] assignmenthelp.net

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

Top Domains in Tweet in G9:
[30] twitter.com
[5] newson6.com
[4] opsrc.net
[3] newsok.com
[3] facebook.com
[2] tulsaworld.com
[2] listenwise.com
[2] wegrowteachers.com
[2] georgecouros.ca
[2] mailchi.mp

Top Domains in Tweet in G10:
[20] twitter.com
[16] t.co
[10] tulsaworld.com
[1] newsok.com
[1] fox23.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3014] oklaed
[211] okleg
[114] cpsreds
[89] ppf
[62] daca
[58] principalsinaction
[54] kidsdesereveit
[54] joyfulleaders
[50] oklasaid
[47] edchat



Top Hashtags in Tweet in G1:
[554] oklaed
[59] ppf
[31] realnews
[23] okleg
[20] cvtechmakers
[14] apswarriorway
[11] oer
[10] icap
[8] hurricaneharvey
[7] teachershortage

Top Hashtags in Tweet in G2:
[1472] oklaed
[96] cpsreds
[49] oklasaid
[40] okleg
[21] ppf
[19] edchat
[17] sequoyaheagles
[17] elaok
[16] comesoarwithus
[14] xqlive

Top Hashtags in Tweet in G3:
[79] oklaed
[47] daca
[31] defenddaca
[29] okcps
[26] applaudokcps
[22] embraceoklaedu
[17] showcasestudents
[16] iheartpublicedu
[8] specialsession
[8] dreamers

Top Hashtags in Tweet in G4:
[68] oklaed
[65] okleg
[10] specialsession
[5] oil
[4] gpt
[4] oklahoma
[4] sq779
[2] vote7gpt
[2] hamm
[2] hd46

Top Hashtags in Tweet in G5:
[42] oklaed
[30] pbl
[29] pblchat
[23] ksedchat
[15] edchat
[14] mathchat
[6] googleedu
[5] poverty
[5] kansanscan
[4] growthmindset

Top Hashtags in Tweet in G6:
[101] oklaed
[11] okleg
[5] elaok
[3] celchat
[3] elachat
[2] invested
[2] uber
[1] teacherasreader
[1] readersread
[1] graded

Top Hashtags in Tweet in G7:
[88] oklaed
[27] caedchat
[27] iledchat
[25] miched
[21] nyedchat
[4] cpsreds
[3] edchat
[3] hurricaneharvey
[3] dreamact
[2] educationreform

Top Hashtags in Tweet in G8:
[57] oklaed
[56] principalsinaction
[52] kidsdesereveit
[52] joyfulleaders
[3] kidsdeserveit
[2] momsasprincipals
[1] ecechat

Top Hashtags in Tweet in G9:
[58] oklaed
[15] weloveourcharters
[6] edtools
[6] edfun
[5] weareopsrc
[5] free
[4] edtech
[3] opsrctuesdaytakeover
[2] getoffyourfafsa
[2] askhowwecanhelp

Top Hashtags in Tweet in G10:
[37] oklaed
[17] rip
[5] okcps
[5] tps
[4] oklahoma
[3] xqlive
[2] broadacademy
[2] tfa
[2] teamtulsa
[1] wearealldreamers

Top Words
Top Words in Tweet in Entire Graph:
[2398] Words in Sentiment List#1: Positive
[932] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[56197] Non-categorized Words
[59530] Total Words
[3097] oklaed
[297] school
[230] more
[211] okleg
[210] teachers

Top Words in Tweet in G1:
[583] oklaed
[127] ossbaoklahoma
[70] school
[59] ppf
[59] joy4ok
[56] great
[55] s
[55] oksde
[54] schools
[54] education

Top Words in Tweet in G2:
[1488] oklaed
[162] chat
[121] school
[118] great
[115] ss
[96] cpsreds
[94] love
[93] a2
[91] kimberblodgett
[90] kids

Top Words in Tweet in G3:
[125] okcps
[110] oklaed
[64] daca
[42] lora
[42] bodinees
[37] aurora
[31] defenddaca
[29] foundationokcps
[26] applaudokcps
[22] students

Top Words in Tweet in G4:
[68] oklaed
[65] okleg
[30] oil
[25] new
[25] fuelourschools
[24] session
[22] raise
[18] govmaryfallin
[18] companies
[18] taxes

Top Words in Tweet in G5:
[43] oklaed
[30] pbl
[29] pblchat
[26] out
[24] gingerlewman
[23] ksedchat
[16] check
[16] here
[15] school
[15] need

Top Words in Tweet in G6:
[102] oklaed
[45] benfelder_okc
[24] news
[23] state
[22] oklahoma
[21] ed
[20] funding
[20] fake
[19] schools
[18] common

Top Words in Tweet in G7:
[89] oklaed
[27] caedchat
[27] iledchat
[25] miched
[21] nyedchat
[5] out
[5] need
[5] class
[4] world
[4] education

Top Words in Tweet in G8:
[57] oklaed
[56] principalsinaction
[56] kasnelson
[52] building
[52] culture
[52] starts
[52] ways
[52] more
[52] positive
[52] kidsdesereveit

Top Words in Tweet in G9:
[60] oklaed
[16] weloveourcharters
[14] ok_psrc
[11] baschools
[10] out
[10] more
[9] students
[8] ba
[8] through
[8] opcsa

Top Words in Tweet in G10:
[37] oklaed
[32] tulsaschools
[32] tulsaworld
[29] helped
[29] desegregation
[21] school
[18] house
[17] rip
[17] millard
[17] sr

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[67] oklaed,okleg
[65] check,out
[61] oklaed,chat
[57] building,culture
[54] culture,starts
[54] starts,ways
[54] ways,more
[54] more,positive
[54] positive,kidsdesereveit
[54] kidsdesereveit,joyfulleaders

Top Word Pairs in Tweet in G1:
[32] superintendent,happy
[32] happy,sit
[32] sit,down
[32] down,houserogers
[32] houserogers,show
[32] show,cuts
[32] cuts,we've
[32] we've,make
[31] middelsupt,superintendent
[31] make,realnews

Top Word Pairs in Tweet in G2:
[52] oklaed,chat
[32] cpsreds,oklaed
[25] oklaed,okleg
[23] week,oklaed
[22] high,school
[21] chat,oklaed
[21] oklasaid,tweets
[19] a4,learned
[19] sunday,night
[18] teachfromhere,oklasaid

Top Word Pairs in Tweet in G3:
[37] aurora,lora
[35] okcps,oklaed
[29] bodinees,okcps
[26] oklaed,okcps
[25] foundationokcps,applaudokcps
[22] defenddaca,daca
[22] daca,oklaed
[22] okcps,foundationokcps
[22] applaudokcps,embraceoklaedu
[21] superintendent,aurora

Top Word Pairs in Tweet in G4:
[18] oil,companies
[14] companies,plan
[14] plan,okleg
[14] okleg,session
[14] session,more
[14] more,cuts
[14] cuts,oklaed
[14] oklaed,agencies
[14] agencies,new
[14] new,taxes

Top Word Pairs in Tweet in G5:
[16] check,out
[15] friends,finallyfinally
[15] finallyfinally,here
[15] here,kidding
[15] kidding,right
[15] right,now
[15] now,pbl
[15] pbl,pblchat
[15] pblchat,ksedchat
[14] starting,school

Top Word Pairs in Tweet in G6:
[20] fake,news
[18] common,ed
[17] read,declining
[17] declining,state
[17] state,funding
[17] funding,ok
[17] ok,public
[17] public,schools
[17] schools,fake
[17] news,common

Top Word Pairs in Tweet in G7:
[21] miched,oklaed
[21] oklaed,nyedchat
[18] caedchat,iledchat
[16] iledchat,miched
[9] caedchat,miched
[6] iledchat,caedchat
[4] iledchat,oklaed
[3] miched,iledchat
[2] slippery,slope
[2] truth,grading

Top Word Pairs in Tweet in G8:
[52] building,culture
[52] culture,starts
[52] starts,ways
[52] ways,more
[52] more,positive
[52] positive,kidsdesereveit
[52] kidsdesereveit,joyfulleaders
[52] joyfulleaders,principalsinaction
[51] kasnelson,building
[51] principalsinaction,oklaed

Top Word Pairs in Tweet in G9:
[14] weloveourcharters,oklaed
[5] baschools,ba
[5] ba,teachers
[5] teachers,reach
[5] reach,out
[5] out,funding
[5] funding,through
[5] through,donorschoose
[5] donorschoose,impacttulsa
[5] impacttulsa,more

Top Word Pairs in Tweet in G10:
[17] rip,millard
[17] millard,house
[17] house,sr
[17] sr,tulsaschools
[17] tulsaschools,admin
[17] admin,helped
[17] helped,usher
[17] usher,school
[17] school,desegregation
[12] longtime,tulsaschools

Top Replied-To
Top Replied-To in Entire Graph:
@kimberblodgett
@bodinees
@mrshime
@kriscoop80
@drterric
@andredaughty
@smart__science
@cktechedu
@edgeblogger
@vperezy

Top Replied-To in G1:
@kimberblodgett
@shawnhime
@williamdp
@nicholasferroni
@benfelder_okc
@govmaryfallin
@oklahomapta
@lynnhernandez
@muskogeeschools
@baschools

Top Replied-To in G2:
@kimberblodgett
@mrshime
@andredaughty
@smart__science
@kriscoop80
@drterric
@cktechedu
@vperezy
@brobee_smyth
@shanjack14

Top Replied-To in G3:
@bodinees
@foundationokcps
@dbchandler28

Top Replied-To in G4:
@nathandahm
@abbybroyles
@govmaryfallin
@kokcradio
@middelsupt
@shawnhime
@blowhardsok
@fuelourschools
@mitchelltalks
@ocpathink

Top Replied-To in G6:
@mrssearcy112
@leslieosborn1

Top Replied-To in G9:
@tsasdotorg
@johnrexschool
@tulsa_honor
@baschools
@itsdarcilynne
@yukondistrict
@ok_psrc
@asteccharters
@discoveryok1

Top Replied-To in G10:
@tulsaworld

Top Mentioned
Top Mentioned in Entire Graph:
@ossbaoklahoma
@okcps
@joy4ok
@benfelder_okc
@kimberblodgett
@oklaed
@oksde
@kasnelson
@houserogers
@shawnhime

Top Mentioned in G1:
@ossbaoklahoma
@joy4ok
@oksde
@shawnhime
@houserogers
@middelsupt
@ccosa
@okcareertech
@oklaed
@dranncaine

Top Mentioned in G2:
@kimberblodgett
@vperezy
@mrshime
@coach57
@teachfromhere
@bridgestyler
@mrsbeck25
@edgeblogger
@beckilaoshi
@angmlittle

Top Mentioned in G3:
@okcps
@oklaed
@foundationokcps
@bodinees
@kgounews
@oklahomastand
@cyndimunson85
@govmaryfallin
@hereandnow
@benfelder_okc

Top Mentioned in G4:
@fuelourschools
@govmaryfallin
@houserogers
@okea
@oklahomastand
@abbybroyles
@markmorvant
@repmarkmcbride
@ocpathink
@mitchelltalks

Top Mentioned in G5:
@gingerlewman
@thnorfar
@coachlorim
@tinakpat
@povertyedge
@kirkemerine
@tbresnahan1
@ossbaoklahoma
@jennypmathed
@casehighprinc

Top Mentioned in G6:
@benfelder_okc
@joy4ok
@mrssearcy112
@mrjoshflores
@sabineb_ok
@denwalt
@eesmith0814
@oklacte
@mjaydenmills
@mickeydollens

Top Mentioned in G8:
@kasnelson
@blossjulie

Top Mentioned in G9:
@ok_psrc
@baschools
@opcsa
@impacttulsa
@donorschoose
@newson6
@rileyrichter
@okcmarathon
@hfaafirehawks
@instagram

Top Mentioned in G10:
@tulsaschools
@tulsaworld
@timstanleytw
@tulsaw
@benfelder_okc
@deborahgist
@baschools
@justhefaks
@gtbynum
@amazon

Top Tweeters
Top Tweeters in Entire Graph:
@coopmike48
@dalef3
@edgametec
@forgetmebot
@cultiv8hope
@abcnews
@arcticfox_am_i
@greenbiotechie
@courtchauncey
@deray

Top Tweeters in G1:
@arcticfox_am_i
@educationweek
@newsok
@kfor
@fowwow
@troknows
@stacybattles
@solutiontree
@kb_okdisability
@mysk8mom68

Top Tweeters in G2:
@courtchauncey
@alicekeeler
@bar_zie
@skype
@mssackstein
@badassteachersa
@lesawilbert
@cybraryman1
@jedipadmaster
@ncte

Top Tweeters in G3:
@npr
@okcfox
@onlinecrslady
@lennonpatton
@hereandnow
@prettylilbiebs
@samanthawolf01
@k_freudenberger
@houstonisd
@say_rayy14

Top Tweeters in G4:
@usnews
@news9
@johnnyharriso12
@ajk124
@bptheadvocate
@okcjim
@amerindivis
@thescarlettoh
@okea
@afscme2406

Top Tweeters in G5:
@edgametec
@kevinhoneycutt
@edtechspec
@yanstv
@moon_river05
@gingerlewman
@jennwillteach
@burkheadbill
@rmwynkoop
@techbradwaid

Top Tweeters in G6:
@courtana_xx
@nicholasferroni
@addissyn
@christeen405
@carlyputnam
@foaryan
@annafacci
@catherinecritz
@educationalan
@news

Top Tweeters in G7:
@forgetmebot
@schoolmarm7
@futureworldcen
@toptulsanow
@assignmenthelpn
@oucrumpy
@ieavoice
@sebloom
@tastethissass
@kandycemitchell

Top Tweeters in G8:
@techninjatodd
@bethhill2829
@kellyhines
@jeffreykubiak
@kasnelson
@tsschmidty
@bjohnsonedu
@coacheagan
@jeffdavisde
@mccall_kelley

Top Tweeters in G9:
@abcnews
@newson6
@bravotv
@nbc
@fox
@rileyrichter
@downtownokc
@mayortaylor
@cbs
@donorschoose

Top Tweeters in G10:
@cultiv8hope
@fox23
@tulsaworld
@kimwill007
@esanzi
@olivia_graciela
@mrwallace918
@487d341f306c4b3
@charliefrid
@mooresaiyan