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teacher2teacher_2017-10-12_17-17-51.xlsx
teacher2teacher_2017-10-12_17-17-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 13, 2017
Short Description:
teacher2teacher via NodeXL http://bit.ly/2i8fCEm
@teacher2teacher
@tegumentum9
@te
@coach_mjdubs
@davidjudge8
@kmalone4515
@ncte

Description:
Description
The graph represents a network of 3,486 Twitter users whose tweets in the requested range contained "teacher2teacher", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 October 2017 at 00:20 UTC.

The requested start date was Friday, 13 October 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 9-day, 12-hour, 7-minute period from Tuesday, 03 October 2017 at 11:50 UTC to Thursday, 12 October 2017 at 23:57 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 : 3486
Unique Edges : 6876
Edges With Duplicates : 6546
Total Edges : 13422
Self-Loops : 295
Reciprocated Vertex Pair Ratio : 0.0973267583701012
Reciprocated Edge Ratio : 0.177388836329234
Connected Components : 170
Single-Vertex Connected Components : 115
Maximum Vertices in a Connected Component : 3231
Maximum Edges in a Connected Component : 13038
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.33897
Graph Density : 0.000696040978836436
Modularity : 0.400858
NodeXL Version : 1.0.1.388

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[22] https://twitter.com/teacher2teacher/status/916245406605918208
[22] https://twitter.com/teacher2teacher/status/915520751041601537
[20] https://www.edutopia.org/blog/tragedy-grief-resources-education
[14] https://twitter.com/teacher2teacher/status/916454524688121857
[13] https://twitter.com/teacher2teacher/status/915758513720238080
[9] https://twitter.com/teacher2teacher/status/917550312990244864
[9] https://twitter.com/teacher2teacher/status/916649502592741381
[8] http://share.teacher2teacher.education/onesmallthing?code=tw-share&shareimg=http%3A%2F%2Fshare.teacher2teacher.education%2Fadhoc%2Ft2t-onesmallthing%2Fstatic%2Fdownloads%2Fe199650c-d90b-4fb0-804f-9acdc3890825.png
[8] https://twitter.com/teacher2teacher/status/915883028945055744
[7] https://twitter.com/teacher2teacher/status/915320584493424641

Top URLs in Tweet in G1:
[18] https://www.edutopia.org/blog/tragedy-grief-resources-education
[6] https://twitter.com/teacher2teacher/status/916649502592741381
[5] https://www.facebook.com/EdReports/videos/1654524931278631/
[5] http://robertkaplinsky.com/observeme/
[5] https://twitter.com/teacher2teacher/status/915520751041601537
[4] http://www.huffingtonpost.com/lexi-herrick/an-honest-thankyou-letter_b_6025466.html
[4] http://share.teacher2teacher.education/onesmallthing?code=tw-share&shareimg=http%3A%2F%2Fshare.teacher2teacher.education%2Fadhoc%2Ft2t-onesmallthing%2Fstatic%2Fdownloads%2F51426161-2fbe-401a-b599-78f6ad30f6c3.png
[4] https://twitter.com/teacher2teacher/status/917550312990244864
[2] https://www.teacher2teacher.education/2017/10/11/am-i-building-a-relationship-with-every-student/
[2] http://share.teacher2teacher.education/onesmallthing?code=tw-share&shareimg=http%3A%2F%2Fshare.teacher2teacher.education%2Fadhoc%2Ft2t-onesmallthing%2Fstatic%2Fdownloads%2F6cf330ad-2bbc-4529-b242-98b33729d933.png

Top URLs in Tweet in G2:
[5] https://twitter.com/teacher2teacher/status/916085019738820609
[2] https://twitter.com/teacher2teacher/status/918241378362118144
[2] https://twitter.com/teacher2teacher/status/915758513720238080
[2] https://twitter.com/teacher2teacher/status/915723825219645440
[2] https://twitter.com/teacher2teacher/status/917926666357293056
[2] https://twitter.com/teacher2teacher/status/916430392931971078
[2] http://share.teacher2teacher.education/onesmallthing?code=tw-share&shareimg=http%3A%2F%2Fshare.teacher2teacher.education%2Fadhoc%2Ft2t-onesmallthing%2Fstatic%2Fdownloads%2F6cf330ad-2bbc-4529-b242-98b33729d933.png
[2] https://twitter.com/literacyloverpt/status/913132030816342016
[2] https://twitter.com/teacher2teacher/status/916245406605918208
[1] https://twitter.com/i/web/status/918614411161620481

Top URLs in Tweet in G3:
[2] https://twitter.com/teacher2teacher/status/916120919138959361
[1] http://gveoe.com/blog/blog-2016-01-15.html
[1] https://twitter.com/i/web/status/916063350252961792
[1] https://twitter.com/i/web/status/915679102564257792
[1] http://share.teacher2teacher.education/onesmallthing?code=tw-share&shareimg=http%3A%2F%2Fshare.teacher2teacher.education%2Fadhoc%2Ft2t-onesmallthing%2Fstatic%2Fdownloads%2F27bee554-5f5a-43e7-a1be-25dc7d440a5d.png
[1] https://twitter.com/i/web/status/918317195926605829
[1] https://twitter.com/i/web/status/917902518163857410
[1] https://twitter.com/i/web/status/917158613420072961
[1] https://twitter.com/i/web/status/917901344438210561
[1] https://twitter.com/i/web/status/918101923005333506

Top URLs in Tweet in G4:
[3] http://blogs.edweek.org/teachers/whole_story/2017/10/a_simple_solution_to_the_do_no.html?cmp=soc-twitter-shr
[3] https://twitter.com/teacher2teacher/status/915723825219645440
[2] https://twitter.com/teacher2teacher/status/913555219346100224
[1] https://twitter.com/i/web/status/917577481326080000
[1] https://twitter.com/i/web/status/917556508887576576
[1] https://twitter.com/i/web/status/915360668437508096
[1] https://twitter.com/i/web/status/916124713323077632
[1] https://twitter.com/i/web/status/917552329292836864
[1] https://twitter.com/i/web/status/917528340256428034
[1] https://twitter.com/i/web/status/917527477425180673

Top URLs in Tweet in G5:
[6] https://twitter.com/teacher2teacher/status/916454524688121857
[1] https://twitter.com/i/web/status/917738865905033216
[1] https://twitter.com/i/web/status/917919037232992256
[1] https://twitter.com/i/web/status/916429543933652993
[1] https://twitter.com/i/web/status/916432695693119488
[1] https://twitter.com/i/web/status/917541778085109760
[1] https://twitter.com/i/web/status/917537194251874305
[1] https://twitter.com/i/web/status/917540465729265665
[1] https://twitter.com/i/web/status/917541288400089088
[1] https://twitter.com/i/web/status/917537708083474432

Top URLs in Tweet in G6:
[10] https://twitter.com/teacher2teacher/status/915520751041601537
[9] https://twitter.com/teacher2teacher/status/916245406605918208
[7] https://twitter.com/teacher2teacher/status/915758513720238080
[5] https://twitter.com/teacher2teacher/status/915320584493424641
[5] https://twitter.com/teacher2teacher/status/917174085586608128
[4] https://twitter.com/teacher2teacher/status/915683056073162752
[4] https://twitter.com/teacher2teacher/status/916454524688121857
[4] https://twitter.com/teacher2teacher/status/917019488087707648
[3] https://twitter.com/teacher2teacher/status/916649502592741381
[3] https://twitter.com/teacher2teacher/status/917904078788632576

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/914957650957303808
[1] https://twitter.com/i/web/status/914814332868988928
[1] https://twitter.com/i/web/status/917688383979311104
[1] https://www.cultofpedagogy.com/pineapple-charts/
[1] https://twitter.com/i/web/status/915869182029438977
[1] https://twitter.com/i/web/status/916629730564231168
[1] https://twitter.com/i/web/status/916986063436025861
[1] https://twitter.com/i/web/status/916238491478036480
[1] https://twitter.com/i/web/status/917685186762067969
[1] https://twitter.com/i/web/status/917709335911911424

Top URLs in Tweet in G8:
[7] http://share.teacher2teacher.education/onesmallthing?code=tw-share&shareimg=http%3A%2F%2Fshare.teacher2teacher.education%2Fadhoc%2Ft2t-onesmallthing%2Fstatic%2Fdownloads%2Fe199650c-d90b-4fb0-804f-9acdc3890825.png
[2] https://www.nytimes.com/2017/10/11/magazine/why-are-more-american-teenagers-than-ever-suffering-from-severe-anxiety.html
[2] https://twitter.com/teacher2teacher/status/917049667233259520
[1] https://twitter.com/teacher2teacher/status/915320584493424641
[1] https://twitter.com/i/web/status/915357469815140357
[1] https://twitter.com/i/web/status/915609708483854336
[1] https://twitter.com/i/web/status/916289088218554370
[1] https://twitter.com/i/web/status/917929921921499137
[1] https://twitter.com/i/web/status/918451523004252160
[1] https://twitter.com/i/web/status/917761215618703360

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/918207038294863873
[1] https://twitter.com/i/web/status/918159601136054272
[1] https://twitter.com/i/web/status/917081584494194688
[1] https://twitter.com/i/web/status/917555282582028288
[1] https://twitter.com/i/web/status/917463353777258499
[1] https://twitter.com/i/web/status/917473771161739264
[1] https://twitter.com/teacher2teacher/status/917559598495678464
[1] https://twitter.com/teacher2teacher/status/918289385614741504
[1] https://twitter.com/teacher2teacher/status/918292343459012608
[1] https://twitter.com/i/web/status/917840237421764608

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/918218790608834560
[1] https://twitter.com/i/web/status/918187140223291394
[1] https://twitter.com/i/web/status/916289947400843264
[1] https://twitter.com/i/web/status/916013953377071104
[1] https://twitter.com/i/web/status/915959707084484608
[1] https://twitter.com/i/web/status/915852786935492610
[1] https://twitter.com/i/web/status/915873780995624960
[1] https://twitter.com/i/web/status/915876771353919488
[1] https://twitter.com/i/web/status/915870023515824128
[1] https://twitter.com/i/web/status/915869175280799744

Top Domains
Top Domains in Tweet in Entire Graph:
[1359] twitter.com
[78] teacher2teacher.education
[20] edutopia.org
[5] robertkaplinsky.com
[5] t.co
[5] facebook.com
[4] huffingtonpost.com
[3] edweek.org
[3] nytimes.com
[3] fb.me

Top Domains in Tweet in G1:
[418] twitter.com
[27] teacher2teacher.education
[18] edutopia.org
[5] facebook.com
[5] robertkaplinsky.com
[5] t.co
[4] huffingtonpost.com
[2] co.uk
[2] fb.me
[1] blogspot.com

Top Domains in Tweet in G2:
[390] twitter.com
[5] teacher2teacher.education
[1] matthewrmorris.com
[1] google.com

Top Domains in Tweet in G3:
[13] twitter.com
[1] gveoe.com
[1] teacher2teacher.education

Top Domains in Tweet in G4:
[65] twitter.com
[3] edweek.org
[1] classdojo.com

Top Domains in Tweet in G5:
[71] twitter.com
[1] cultofpedagogy.com
[1] edutopia.org

Top Domains in Tweet in G6:
[108] twitter.com
[4] teacher2teacher.education
[1] fb.me

Top Domains in Tweet in G7:
[9] twitter.com
[1] cultofpedagogy.com

Top Domains in Tweet in G8:
[17] twitter.com
[7] teacher2teacher.education
[2] nytimes.com
[1] edutopia.org

Top Domains in Tweet in G9:
[13] twitter.com

Top Domains in Tweet in G10:
[11] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[382] wednesdaywisdom
[208] leadupchat
[205] admin2b
[205] kidsfirst
[193] teacherlife
[186] onesmallthing
[118] observeme
[108] t2t
[97] kindnessmatters
[65] bitesizedpd



Top Hashtags in Tweet in G1:
[341] wednesdaywisdom
[175] teacherlife
[118] onesmallthing
[79] kindnessmatters
[65] observeme
[61] bitesizedpd
[56] t2t
[24] whyiteach
[14] joyfulleaders
[14] leadupchat

Top Hashtags in Tweet in G2:
[14] firstyearteacher
[12] onesmallthing
[10] joyfulleaders
[9] wednesdaywisdom
[7] kindnessmatters
[6] t2t
[6] teacherlife
[6] edtech
[6] k12artchat
[6] motivationalmonday

Top Hashtags in Tweet in G3:
[184] leadupchat
[184] admin2b
[184] kidsfirst
[4] edtech
[3] wednesdaywisdom
[2] edchat
[2] ellchat
[2] elachat
[1] onesmallthing
[1] t2t

Top Hashtags in Tweet in G4:
[9] 7steps
[8] hurricaneharvey
[8] ell
[6] ells
[4] wednesdaywisdom
[3] teacher2teacher
[3] ellchat
[3] joyfulleaders
[3] teachers
[3] worldteachersday

Top Hashtags in Tweet in G5:
[9] thatssomertz
[7] wbt
[7] nashleadstheway
[7] proudap
[6] growthmindset
[5] wednesdaywisdom
[5] whiteboardwriting
[4] onesmallthing
[4] proudteacher
[3] joyfulleaders

Top Hashtags in Tweet in G6:
[6] wednesdaywisdom
[3] truth
[3] t2t
[2] edchat
[2] teachers
[2] aedu209trolls
[2] aussieed
[2] acuedu_p
[2] diglitclass
[2] onesmallthing

Top Hashtags in Tweet in G7:
[56] impactteams
[48] observeme
[32] satchat
[6] tlap
[5] edchat
[4] pblchat
[3] empowered
[3] formativechat
[3] motivated
[3] edtechchat

Top Hashtags in Tweet in G8:
[8] flexseating
[8] edtech
[7] onesmallthing
[7] t2t
[7] weareehps
[4] wednesdaywisdom
[2] msaachat
[2] teacherlife
[2] amazingkids
[1] toughread

Top Hashtags in Tweet in G9:
[5] empathy
[5] earlylearning
[2] whyiteach
[2] cuerockstar
[2] mieexpert
[2] msfteduchat
[2] mtedchat
[1] tlap
[1] ohedchat
[1] wednesdaywisdom

Top Hashtags in Tweet in G10:
[2] teachers
[1] wateachlead
[1] worldteachersday
[1] happyteachersday

Top Words
Top Words in Tweet in Entire Graph:
[2931] Words in Sentiment List#1: Positive
[439] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[64549] Non-categorized Words
[67919] Total Words
[3368] teacher2teacher
[696] ss
[682] love
[628] educator
[571] teach

Top Words in Tweet in G1:
[1689] teacher2teacher
[597] love
[526] educator
[462] ss
[373] t
[341] wednesdaywisdom
[307] shoutout
[275] come
[268] pass
[244] day

Top Words in Tweet in G2:
[644] teacher2teacher
[107] principaldodge1
[89] mrwangtech
[85] wolffdavid11
[64] aedegrano
[64] byrondurias
[60] teachjacobson
[60] ss
[57] mrcoacheli
[56] ugagirl1711

Top Words in Tweet in G3:
[370] teach
[370] curriculum
[219] teacher2teacher
[194] amgonza
[192] students
[184] leadupchat
[184] admin2b
[184] kidsfirst
[12] rbmscarty
[9] ss

Top Words in Tweet in G4:
[197] teacher2teacher
[82] ss
[54] t
[51] dmarigutierrez
[39] mssalvac
[39] valentinaesl
[35] abteacherlife
[34] chart
[29] emilyfranesl
[29] carlota_holder

Top Words in Tweet in G5:
[163] teacher2teacher
[36] ss
[25] tlckcollins
[23] tahoedeeds
[21] educator
[20] biracialbookwrm
[19] melrosecurricul
[18] t
[18] lbrookepowers
[18] madtownmath

Top Words in Tweet in G6:
[13] love
[12] students
[8] day
[6] idea
[6] wednesdaywisdom
[6] teachers
[6] learning
[6] true
[6] ss
[5] know

Top Words in Tweet in G7:
[56] impactteams
[51] teacher2teacher
[50] bloomberg_paul
[48] observeme
[35] student
[32] satchat
[32] motivation
[29] choice
[29] bbray27
[29] khmmc

Top Words in Tweet in G8:
[54] teacher2teacher
[22] library
[22] cultofpedagogy
[19] s
[11] https
[11] one
[10] ascd
[9] school
[8] reinvented
[8] itself

Top Words in Tweet in G9:
[34] teacher2teacher
[16] weareteachers
[16] teaching
[14] lemarrtreadwell
[12] webereducation
[12] cherylabla
[11] reading
[11] comprehension
[11] important
[7] lema

Top Words in Tweet in G10:
[17] teacher2teacher
[9] teacherprize
[7] edweekteacher
[7] balochukkohi
[7] 21stcenturytch
[7] teacheratsea
[7] teacherscollege
[5] diljaanbaloch
[5] teachersseries
[5] veengasj

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[410] teach,curriculum
[286] teacher2teacher,pass
[250] educator,justintarte
[229] love,makes
[228] pass,believe
[228] believe,love
[228] makes,lessons
[228] lessons,come
[228] come,life
[228] life,wednesdaywisdom

Top Word Pairs in Tweet in G1:
[264] teacher2teacher,pass
[234] educator,justintarte
[209] pass,believe
[209] believe,love
[209] love,makes
[208] makes,lessons
[208] lessons,come
[208] come,life
[208] life,wednesdaywisdom
[174] educator,reneemeeks

Top Word Pairs in Tweet in G2:
[64] teacher2teacher,mrwangtech
[52] teacher2teacher,teachjacobson
[52] mrwangtech,mrsjbroadwell
[52] byrondurias,principaldodge1
[51] mrsjbroadwell,mrcoacheli
[48] wolffdavid11,byrondurias
[47] mrcoacheli,wolffdavid11
[46] principaldodge1,herodheroes
[45] teachjacobson,selmekki
[45] selmekki,aedegrano

Top Word Pairs in Tweet in G3:
[368] teach,curriculum
[184] curriculum,teach
[184] curriculum,students
[184] students,leadupchat
[184] leadupchat,teacher2teacher
[184] teacher2teacher,admin2b
[184] admin2b,kidsfirst
[183] amgonza,teach
[7] jeriasaro,teachmehaah
[7] slackt,educatoral

Top Word Pairs in Tweet in G4:
[29] carlota_holder,mssalvac
[29] mssalvac,yomrszeto
[27] teacher2teacher,abteacherlife
[27] abteacherlife,emilyfranesl
[27] emilyfranesl,carlota_holder
[26] yomrszeto,valentinaesl
[25] teacher2teacher,thanks
[24] thanks,t
[24] t,dmarigutierrez's
[24] dmarigutierrez's,chart

Top Word Pairs in Tweet in G5:
[22] teacher2teacher,tahoedeeds
[18] lbrookepowers,melrosecurricul
[18] melrosecurricul,madtownmath
[16] tahoedeeds,tlckcollins
[16] tlckcollins,lbrookepowers
[15] madtownmath,mrsfutchmath
[13] mrsfutchmath,davidwees
[12] teacher2teacher,crissybass11
[12] educator,biracialbookwrm
[11] crissybass11,wolffdavid11

Top Word Pairs in Tweet in G6:
[3] love,idea
[3] building,relationship
[3] relationship,student
[2] love,makes
[2] makes,lessons
[2] lessons,come
[2] come,life
[2] life,wednesdaywisdom
[2] teacher,cares
[2] agreed,agreed

Top Word Pairs in Tweet in G7:
[40] observeme,teacher2teacher
[30] bloomberg_paul,student
[29] student,choice
[29] choice,motivation
[29] motivation,bbray27
[29] bbray27,khmmc
[29] khmmc,sylviaduckworth
[29] sylviaduckworth,impactteams
[29] impactteams,satchat
[29] satchat,observeme

Top Word Pairs in Tweet in G8:
[8] teacher2teacher,library
[8] library,reinvented
[8] reinvented,itself
[8] itself,flexseating
[8] flexseating,edtech
[8] edtech,focus
[8] focus,s
[8] s,collaboration
[8] collaboration,cultofpedagogy
[8] cultofpedagogy,https

Top Word Pairs in Tweet in G9:
[12] teacher2teacher,weareteachers
[12] weareteachers,webereducation
[12] webereducation,cherylabla
[11] teaching,reading
[11] reading,comprehension
[11] comprehension,important
[11] important,teacher2teacher
[10] lemarrtreadwell,teaching
[7] cherylabla,lema
[5] teaching,children

Top Word Pairs in Tweet in G10:
[7] teacher2teacher,teacherprize
[7] teacherprize,21stcenturytch
[7] 21stcenturytch,teacheratsea
[7] teacheratsea,teacherscollege
[6] balochukkohi,teacher2teacher
[6] teacherscollege,edweekteacher
[5] teachersseries,teacher2teacher
[5] teacher2teacher,veengasj
[5] veengasj,cochetel
[5] cochetel,nytimes

Top Replied-To
Top Replied-To in Entire Graph:
@teacher2teacher
@ugagirl1711
@whispermode
@mrsaquinn
@wolffdavid11
@mrsvchemistry
@organicleadervb
@odeytexarkana
@jasonkohls
@jeffhiseredu

Top Replied-To in G1:
@teacher2teacher
@whispermode
@ugagirl1711
@wolffdavid11
@literacyloverpt
@organicleadervb
@lemarrtreadwell
@mrsvchemistry
@lauriesmcintosh
@the_groffice

Top Replied-To in G2:
@teacher2teacher
@ugagirl1711
@whispermode
@professadiva954
@mrsaquinn
@wolffdavid11
@dingleteach
@misshemmert
@juliaerin80
@averyhoneybees

Top Replied-To in G3:
@teacher2teacher
@amgonza
@rbmscarty
@mcteach
@patriciawit94
@kathyiwanicki

Top Replied-To in G4:
@teacher2teacher
@jeffhiseredu
@pid_gov
@folks_fcs
@craigwolf17
@mieraingrid
@mrsaquinn
@mrskristinfoust
@varkgirl
@dmurphy1011

Top Replied-To in G5:
@teacher2teacher
@mrsaquinn
@odeytexarkana
@biracialbookwrm
@markchubb3
@michelleaburde3
@_naythomas_
@ugagirl1711
@dfeague
@carosumners

Top Replied-To in G7:
@ps22si
@bloomberg_paul

Top Replied-To in G8:
@teacher2teacher
@edu_post
@heidylafleur
@goturnstone
@mrchanceysclass
@twoguysde

Top Replied-To in G9:
@miss_purtell
@teacher2teacher
@lemarrtreadwell

Top Replied-To in G10:
@diljaanbaloch
@balochukkohi
@awsp_principals
@teacher2teacher

Top Mentioned
Top Mentioned in Entire Graph:
@teacher2teacher
@justintarte
@amgonza
@reneemeeks
@principaldodge1
@mrwangtech
@dmarigutierrez
@wolffdavid11
@byrondurias
@teachjacobson

Top Mentioned in G1:
@teacher2teacher
@justintarte
@reneemeeks
@derekvoiles
@brianmendler
@principaldodge1
@msrtweets1
@mrwangtech
@teachjacobson
@wolffdavid11

Top Mentioned in G2:
@teacher2teacher
@principaldodge1
@mrwangtech
@wolffdavid11
@byrondurias
@aedegrano
@teachjacobson
@mrcoacheli
@mrsjbroadwell
@amyo13

Top Mentioned in G3:
@teacher2teacher
@amgonza
@rbmscarty
@jeriasaro
@teachmehaah
@slackt
@educatoral
@gardnerkb1
@kathyiwanicki
@kmclean240

Top Mentioned in G4:
@teacher2teacher
@dmarigutierrez
@mssalvac
@valentinaesl
@abteacherlife
@carlota_holder
@yomrszeto
@emilyfranesl
@jessbell79
@davidgeurin

Top Mentioned in G5:
@teacher2teacher
@tlckcollins
@tahoedeeds
@lbrookepowers
@melrosecurricul
@madtownmath
@biracialbookwrm
@mrsfutchmath
@crissybass11
@davidwees

Top Mentioned in G6:
@skymazef3
@dolphinville

Top Mentioned in G7:
@teacher2teacher
@bloomberg_paul
@bbray27
@khmmc
@sylviaduckworth
@sibfsc
@corwinpress
@district31r
@ps22si
@thesocialcore

Top Mentioned in G8:
@teacher2teacher
@cultofpedagogy
@ascd
@lisaveleas
@burgessdave
@bethhill2829
@davidgeurin
@edu_match
@jessbell79
@raczyz

Top Mentioned in G9:
@teacher2teacher
@weareteachers
@lemarrtreadwell
@webereducation
@cherylabla
@lema
@edutopia
@amekdessi
@teachergoals
@missalexblythe

Top Mentioned in G10:
@teacher2teacher
@teacherprize
@edweekteacher
@21stcenturytch
@teacheratsea
@teacherscollege
@teachersseries
@veengasj
@cochetel
@nytimes

Top Tweeters
Top Tweeters in Entire Graph:
@itknowingness
@mark_spiral
@nytimes
@segalink
@betseybess
@mrschureads
@mssackstein
@almasol77139453
@fangpusskins
@cnet

Top Tweeters in G1:
@mark_spiral
@betseybess
@fangpusskins
@ibe_anie
@bernardo_pirola
@glamama
@starbucks
@iluvhorseracing
@feralartist
@yanstv

Top Tweeters in G2:
@mssackstein
@larryferlazzo
@smgaillard
@teresagross625
@bethhill2829
@aaron_hogan
@doinktweets
@kdmiller4
@grundlerart
@flipgrid

Top Tweeters in G3:
@itknowingness
@pernilleripp
@aspiration3690
@assistsuparea4
@mcteach
@arthurli_jr
@educatoral
@tdshaughnessy
@lead4education
@mrstamm

Top Tweeters in G4:
@educationweek
@vr_technology
@gcouros
@ptvnewsofficial
@jwalkup
@jennifer_hogan
@srchoops
@ajplus
@joshuaryanyoung
@principalogg

Top Tweeters in G5:
@arichduvet
@davidwees
@jesslahey
@itsemely
@teachersjourney
@madtownmath
@dgburris
@jack
@markchubb3
@mathminds

Top Tweeters in G6:
@zachschurmann
@skymazef3
@terrieichholz
@aboquthilah
@tyeducators
@kimdarche
@edufacey
@pyflowers99
@edukatdedukater
@dfabes317

Top Tweeters in G7:
@si
@martinburnssco
@sylviaduckworth
@bbray27
@corwinpress
@khmmc
@principaltreece
@ls_jbc
@bowsherkimberly
@vparry25

Top Tweeters in G8:
@burgessdave
@stephmillershow
@ascd
@seek1st2udstnd
@science_lan
@mariemary2653
@massteacher
@mgeoghegan22
@lindabstanley
@edu_post

Top Tweeters in G9:
@jcorippo
@edutopia
@kunkelast
@webereducation
@triscicurious
@gateschilisupt
@weareteachers
@lemarrtreadwell
@microsoftedu
@teachthought

Top Tweeters in G10:
@nytimes
@loise_gichuhi
@tonyduheaume
@adityarajkaul
@hogwarts7777777
@diljaanbaloch
@veengasj
@balochukkohi
@edweekteacher
@urban_teacher