#METC19, Twitter, 2/14/2019 5:18:02 PM, 186687


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#METC19_2019-02-14_08-35-43.xlsx
#METC19_2019-02-14_08-35-43.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 14, 2019
Short Description:
#METC19 via NodeXL http://bit.ly/2DEJP55
@metcedplus
@choatenotes
@mrjjsully
@joe_sanfelippo
@stumpteacher
@shannonsteimel
@jpprezz
@joshchoward
@billbass
@jleetechpercent

Top hashtags:
#metc19
#competitive
#tech
#lu
#ssdlearns
#edtech
#metcpd
#istecert
#iammetc

Description:
Description
The graph represents a network of 1,315 Twitter users whose recent tweets contained "#METC19", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 14 February 2019 at 16:58 UTC.

The tweets in the network were tweeted over the 9-day, 16-hour, 20-minute period from Tuesday, 05 February 2019 at 00:05 UTC to Thursday, 14 February 2019 at 16:25 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 : 1315
Unique Edges : 3388
Edges With Duplicates : 3767
Total Edges : 7155
Self-Loops : 871
Reciprocated Vertex Pair Ratio : 0.130070308274743
Reciprocated Edge Ratio : 0.23019861210816
Connected Components : 47
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 1253
Maximum Edges in a Connected Component : 7092
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.1359
Graph Density : 0.00241852874281647
Modularity : 0.306635
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[29] https://metcedplus.org/course/view.php?id=70
[25] https://otus.com/?utm_campaign=coschedule&utm_source=twitter&utm_medium=OtusK12
[11] https://twitter.com/MrJJSully/status/1094974543075131392
[11] https://chrome.google.com/webstore/detail/alice-keeler-class-roster/naajkjmkhbpchkbhbcecjojhalhdddjg
[9] http://joshstumpenhorst.com/maker-resources/coding/
[8] https://goo.gl/XekZZi
[7] https://www.namle.net/
[7] https://metcedplus.org/pluginfile.php/740/mod_page/content/242/METC%202019%20Conference%20Centre%20Map.pdf
[6] http://www.cvent.com/events/2019-metc-conference/event-summary-a6d432c268744f769b74819ac1147725.aspx
[6] http://joshstumpenhorst.com/innovation-day/

Top URLs in Tweet in G1:
[8] https://metcedplus.org/course/view.php?id=70
[7] http://joshstumpenhorst.com/maker-resources/coding/
[6] http://joshstumpenhorst.com/maker-resources/miscellaneous-resources/
[6] https://goo.gl/XekZZi
[5] https://twitter.com/MrJJSully/status/1094974543075131392
[5] https://docs.google.com/presentation/d/1eodT02ZmOlCH14JoXCxjAgkoUa8shCklp9pDka9035Y/edit?usp=sharing
[5] https://www.calm.com/schools
[4] https://www.gmlpstl.org/
[4] https://www.pscp.tv/w/bzLoMDFtTUVQdm93bU1nS0d8MW5BSkV5eU9EcmxKTItgJKeqsCE53TIOxnjLX-YYy7kOrHdlVvyMFzLQx9EG
[4] https://docs.google.com/presentation/d/1utiFjHQOGgs0CBAecFi9zBkjOydZpfzQGoM9yRUakGk/edit?usp=sharing

Top URLs in Tweet in G2:
[17] https://metcedplus.org/course/view.php?id=70
[4] https://metcedplus.org/
[4] https://conference.iste.org/2019/attend/
[3] https://metcedplus.org/mod/page/view.php?id=415?utm_medium=social&utm_source=twitter&utm_campaign=k12_saas_metc-session_20190206
[3] https://metcedplus.org/pluginfile.php/740/mod_page/content/241/2019%20Program%20Grid.pdf
[3] https://metcedplus.org/pluginfile.php/740/mod_page/content/242/METC%202019%20Conference%20Centre%20Map.pdf
[3] https://chrome.google.com/webstore/detail/extensity/jjmflmamggggndanpgfnpelongoepncg
[3] http://rewordify.com
[2] http://www.cvent.com/events/iste-certification-for-educators-3-18-19-3-19-19/event-summary-892c18b87dda45dd84043e66c34ddb59.aspx
[2] https://twitter.com/MathDenisNJ/status/1095319225848205312

Top URLs in Tweet in G3:
[25] https://otus.com/?utm_campaign=coschedule&utm_source=twitter&utm_medium=OtusK12
[3] https://connectsafely.org/
[3] https://twitter.com/mrbrettclark/status/1095007864211542016
[2] https://www.podbean.com/media/share/pb-sk84q-a79f3a
[2] https://docs.new/
[2] http://www.cvent.com/events/2019-metc-conference/event-summary-a6d432c268744f769b74819ac1147725.aspx
[2] https://twitter.com/KerryHawk02/status/1095003834915737600
[2] https://twitter.com/LearningSTL/status/1094718616988237831
[2] https://twitter.com/MrBrettClark/status/1095007864211542016
[2] https://www.instagram.com/p/Bt08N83gm5S/

Top URLs in Tweet in G4:
[1] https://twitter.com/joshchoward/status/1095335657440866304
[1] https://twitter.com/sadieclorinda/status/1094986877814358017
[1] https://twitter.com/metcedplus/status/1095701532224425985
[1] https://mailchi.mp/10668fe1eadd/tech-update-remembering-coach-kitchenflipgriddigital-duel-resultsmetc19tcea19gspd2019
[1] https://metcedplus.org/course/view.php?id=70
[1] http://www.connectedlearningstl.org/events/edcampstl2019

Top URLs in Tweet in G5:
[3] https://docs.google.com/presentation/d/1Qk3JD2RLKxPiD0w-Dhh7KyhjLJsR-m4gLR87r1esaHE/edit?usp=sharing
[3] https://twitter.com/MrJJSully/status/1094974543075131392
[2] https://twitter.com/klairemarino/status/1095770612851793921
[1] https://twitter.com/mryatesfms/status/1095716976515837953
[1] https://gsuite.google.com/learning-center/products/keep/cheat-sheet/#!/
[1] https://twitter.com/leaderlearning/status/1094976204296409090
[1] https://twitter.com/1catchyslogan/status/1095318707973357568
[1] https://twitter.com/amber_delgaiso/status/1095068132455182336
[1] https://twitter.com/classwords/status/1094994824216956928
[1] https://docs.google.com/spreadsheets/d/1qw-Hw_gudR-9RBhPW96ha6cnaWLB-Xaxf-CB_YPp_dY/edit?usp=sharing

Top URLs in Tweet in G6:
[2] https://twitter.com/aimsnetwork/status/1094994705073537024
[1] https://twitter.com/METCedplus/status/1092937180643819520
[1] https://twitter.com/andermm1/status/1095504787548844033
[1] https://twitter.com/JodyCarrington/status/1095322952860618752
[1] https://twitter.com/mrspinkley/status/1095369840670453762
[1] http://pattonvilletoday.com/33417/piratepress/news/belkin-expands-to-school-products-with-education-group-presents-at-metc19/
[1] http://pattonvilletoday.com/33315/piratepress/news/kansas-city-audio-and-visual-demonstrates-how-technology-adds-movement-in-the-classroom-at-metc19/
[1] http://pattonvilletoday.com/33320/piratepress/news/learning-to-have-fun-in-the-playkerspace-at-metc19/
[1] http://pattonvilletoday.com/33337/piratepress/news/interactive-gaming-is-making-learning-active-at-metc19/
[1] http://pattonvilletoday.com/33338/piratepress/news/full-circle-learning-with-april-burton-at-metc19/

Top URLs in Tweet in G7:
[5] https://www.namle.net/
[4] https://twitter.com/stonemamma/status/1095397333158805504
[3] https://twitter.com/mathdenisnj/status/1095319225848205312
[1] https://docs.google.com/presentation/d/1clKqEauXqF7FZ2eyJpFvO8Kn8cF4z3Dx-IsR1_bE9vA/edit?usp=sharing
[1] https://twitter.com/mrjjsully/status/1094974543075131392
[1] https://www.instagram.com/p/Bt0y-9kg4o85OLzxQCd1045UCqd3W0X76nTVtY0/?utm_source=ig_twitter_share&igshid=krr9omlucjmj
[1] https://twitter.com/MrJJSully/status/1094974543075131392
[1] https://twitter.com/joshchoward/status/1095702913496813568
[1] https://metcedplus.org/course/view.php?id=70
[1] https://sparktoro.com/tools/fake-followers-audit

Top URLs in Tweet in G8:
[1] https://twitter.com/MicrosoftEDU/status/1093532350330429441
[1] https://twitter.com/ajohnson106/status/1094735864574431234
[1] https://tagdef.com/en/tag/metc19
[1] https://cards.twitter.com/cards/18ce54spnb6/6jwx2
[1] https://twitter.com/mrnickcusumano/status/1094995175884103680
[1] https://m.riverfronttimes.com/newsblog/2019/02/11/in-st-louis-digital-divide-north-city-suffers-from-poor-internet-access
[1] https://anchor.fm/techontheside/episodes/Tech-on-the-Side-Season-2-ep--Episode-52-e35thv
[1] https://twitter.com/metcedplus/status/1095317882764955648
[1] https://www.youtube.com/watch?v=H_DLu64VRKo&feature=youtu.be

[1] https://twitter.com/AbbyMartin/status/1095383927181561856

Top URLs in Tweet in G9:
[1] https://docs.google.com/presentation/d/1vsyoW30Nnz6uotQCqAd4LoiMdiepwMxVRdU-XAXcoR0/edit#slide=id.p
[1] https://docs.google.com/presentation/d/1Fm6e9UzB8yPpjfY2FM8VVcjALzG6GgEQd4RkKTwpP8k/edit#slide=id.g35f391192_00
[1] https://docs.google.com/presentation/d/1tmGvtjE94tZ96TpSTSU7HjY-7jUTK9GxN2x8nV0N9E8/edit#slide=id.p
[1] https://twitter.com/rachomichelle/status/1095708754916663298
[1] https://twitter.com/westechteacher/status/1095817918485426176
[1] https://docs.google.com/presentation/d/e/2PACX-1vQhC7LrAuG9S5jInrzUQGMbL0XhMmdJFISn3hnH_JS90fmhc_CzQ37jwQlJMp_w7zP_JF4QY2rbZjs7/pub?start=true&loop=true&delayms=3000

Top URLs in Tweet in G10:
[1] https://anchor.fm/edtech-podsquad/episodes/Episode-5---July-2018---ISTE18-e1obil
[1] https://drive.google.com/file/d/1rK9ATZB2sOwx_ZUOhmc03n4cCdJCSquZ/view
[1] http://joshstumpenhorst.com/maker-resources/coding/
[1] http://joshstumpenhorst.com/innovation-day/
[1] https://twitter.com/joshchoward/status/1095365042852319234
[1] https://www.pscp.tv/w/bzLqTTFtTUVQdm93bU1nS0d8MXlOeGFPT2FBWlFHagU_hOiXI3UPq4u_KveUvJK3HT2XMT1WmzNoyUD_X2PD
[1] https://www.namle.net/
[1] http://viewpure.com/oops?msg=nvd
[1] http://www.digitaldivide.com

Top Domains
Top Domains in Tweet in Entire Graph:
[231] twitter.com
[119] google.com
[50] metcedplus.org
[42] podbean.com
[35] instagram.com
[25] otus.com
[23] joshstumpenhorst.com
[18] youtube.com
[13] goo.gl
[11] mathbrix.com

Top Domains in Tweet in G1:
[92] twitter.com
[64] google.com
[37] podbean.com
[18] joshstumpenhorst.com
[11] metcedplus.org
[9] goo.gl
[9] youtube.com
[8] instagram.com
[6] jpprezz.com
[5] gmlpstl.org

Top Domains in Tweet in G2:
[34] metcedplus.org
[34] twitter.com
[18] google.com
[11] mathbrix.com
[9] instagram.com
[4] iste.org
[4] microsoft.com
[3] cvent.com
[3] podbean.com
[3] youtube.com

Top Domains in Tweet in G3:
[33] twitter.com
[25] otus.com
[15] instagram.com
[12] google.com
[4] youtube.com
[3] connectsafely.org
[2] podbean.com
[2] edscoop.com
[2] docs.new
[2] cvent.com

Top Domains in Tweet in G4:
[3] twitter.com
[1] mailchi.mp
[1] metcedplus.org
[1] connectedlearningstl.org

Top Domains in Tweet in G5:
[17] twitter.com
[9] google.com
[1] youtube.com
[1] forbes.com
[1] miniverse.io
[1] dotstorming.com
[1] withgoogle.com

Top Domains in Tweet in G6:
[8] twitter.com
[7] pattonvilletoday.com
[1] metcedplus.org
[1] wakelet.com

Top Domains in Tweet in G7:
[17] twitter.com
[5] namle.net
[2] metcedplus.org
[1] google.com
[1] instagram.com
[1] sparktoro.com

Top Domains in Tweet in G8:
[9] twitter.com
[2] instagram.com
[1] tagdef.com
[1] riverfronttimes.com
[1] anchor.fm
[1] youtube.com

Top Domains in Tweet in G9:
[4] google.com
[2] twitter.com

Top Domains in Tweet in G10:
[2] joshstumpenhorst.com
[1] anchor.fm
[1] google.com
[1] twitter.com
[1] pscp.tv
[1] namle.net
[1] viewpure.com
[1] digitaldivide.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4080] metc19
[175] competitive
[175] tech
[175] lu
[135] ssdlearns
[108] edtech
[104] metcpd
[96] istecert
[68] iammetc
[64] metcpodcast



Top Hashtags in Tweet in G1:
[1483] metc19
[66] metcpd
[56] metcpodcast
[43] edtech
[40] ssdlearns
[37] iammetc
[34] istecert
[31] edtechpodsquad
[31] fmsteach
[28] moedchat

Top Hashtags in Tweet in G2:
[1007] metc19
[65] ssdlearns
[40] edtech
[29] notatmetc19
[27] metctv
[25] istecert
[24] metcpd
[21] iammetc
[17] istestandards
[17] microsoftedu

Top Hashtags in Tweet in G3:
[599] metc19
[27] hackingleadership
[20] engage109
[17] futurereadylibs
[17] emints
[14] edtech
[14] pete2019
[12] nce19
[12] oetc19
[11] engagesms

Top Hashtags in Tweet in G4:
[256] metc19
[161] competitive
[161] tech
[161] lu
[29] emergingengineers
[28] bestjeffersonever
[11] ttwtpodcast
[4] edtechpodsquad
[3] ctlearns
[3] podcasting

Top Hashtags in Tweet in G5:
[219] metc19
[16] ssdlearns
[10] spslib
[8] traumainformed
[7] psouthproud
[6] parkwaysouth
[5] ignitesps
[5] vr
[5] tmspride
[4] iteachmo

Top Hashtags in Tweet in G6:
[86] metc19
[15] metc
[12] metc2019
[9] teachbetter
[7] sbg
[3] moedchat
[3] sbl
[3] aimsnetwork
[3] destem
[3] destemchat

Top Hashtags in Tweet in G7:
[85] metc19
[16] medialiteracy
[10] metc
[8] catholicedchat
[7] metcpd
[6] googleslides
[4] competitive
[4] tech
[4] lu
[4] istecert

Top Hashtags in Tweet in G8:
[39] metc19
[2] snowday
[2] rap
[2] metc
[2] notatmetc19
[1] bitsandbytesedu
[1] learingspaces
[1] engage4health
[1] 211day
[1] cheatershotel

Top Hashtags in Tweet in G9:
[50] metc19
[6] gotschlearns
[6] afftonlearns
[6] everyonecancreate
[4] nkclibraries
[3] metcpd
[2] tonkanation
[2] appleedu
[2] cpstechtime
[1] ssdlearns

Top Hashtags in Tweet in G10:
[60] metc19
[10] dewey45
[9] fmsteach
[6] foodforthought
[5] fultonproud
[3] medialiteracy
[3] ssdlearns
[2] edet543
[2] moprincipals
[2] hornetsr2

Top Words
Top Words in Tweet in Entire Graph:
[4330] Words in Sentiment List#1: Positive
[591] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[85105] Non-categorized Words
[90026] Total Words
[4086] metc19
[499] learning
[484] metcedplus
[470] great
[458] session

Top Words in Tweet in G1:
[1484] metc19
[223] great
[214] metcedplus
[196] session
[191] students
[155] out
[142] learning
[138] stumpteacher
[103] come
[102] learn

Top Words in Tweet in G2:
[1008] metc19
[154] learning
[131] metcedplus
[98] session
[97] great
[87] students
[85] learn
[82] out
[71] metc
[71] more

Top Words in Tweet in G3:
[602] metc19
[97] students
[87] learning
[73] joe_sanfelippo
[69] great
[59] session
[56] s
[53] out
[51] thanks
[50] school

Top Words in Tweet in G4:
[256] metc19
[170] choatenotes
[164] tech
[161] wish
[161] existed
[161] take
[161] pe
[161] competitive
[161] lu
[30] leighmragsdale

Top Words in Tweet in G5:
[220] metc19
[50] session
[47] mrjjsully
[39] learning
[33] let's
[31] resources
[29] billbass
[27] share
[25] great
[23] metcedplus

Top Words in Tweet in G6:
[86] metc19
[20] metcedplus
[15] metc
[13] learning
[12] metc2019
[12] today
[11] pattonvillesd
[11] kids
[9] students
[9] session

Top Words in Tweet in G7:
[85] metc19
[17] metcedplus
[16] peardeck
[16] medialiteracy
[13] nppeardeck
[13] out
[12] pear
[11] session
[10] first
[10] metc

Top Words in Tweet in G8:
[39] metc19
[6] metc
[5] tech
[5] conference
[4] first
[4] day
[3] tomorrow
[3] here
[3] session
[3] friends

Top Words in Tweet in G9:
[50] metc19
[10] msgrausclass
[10] catlett1
[9] session
[8] jacbeyer
[8] google
[8] classroom
[8] new
[7] time
[7] voice

Top Words in Tweet in G10:
[60] metc19
[10] great
[10] joe_sanfelippo
[10] dewey45
[9] ruckermelanie
[9] fmsteach
[8] joshchoward
[8] ready
[8] atechiebookworm
[8] school

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[175] wish,existed
[175] existed,take
[175] take,pe
[175] pe,competitive
[175] competitive,tech
[175] tech,lu
[175] lu,metc19
[174] choatenotes,wish
[164] check,out
[108] hey,metc19

Top Word Pairs in Tweet in G1:
[71] check,out
[48] hey,metc19
[38] stumpteacher,metc19
[38] session,metc19
[32] spotlight,educator
[31] keynote,panel
[27] metc19,metcedplus
[27] opening,keynote
[26] being,connected
[25] morning,metc19

Top Word Pairs in Tweet in G2:
[45] check,out
[32] ssdlearns,metc19
[30] exhibit,hall
[29] metcedplus,metc19
[28] metc19,ssdlearns
[25] learn,more
[19] good,morning
[19] day,metc19
[18] here,metc19
[17] come,see

Top Word Pairs in Tweet in G3:
[31] stumpteacher,metc19
[27] check,out
[27] joe_sanfelippo,metc19
[15] standards,based
[14] kerryhawk02,metc19
[14] don,t
[14] metc19,joe_sanfelippo
[13] hey,metc19
[13] metc19,pete2019
[12] google,doc

Top Word Pairs in Tweet in G4:
[161] wish,existed
[161] existed,take
[161] take,pe
[161] pe,competitive
[161] competitive,tech
[161] tech,lu
[161] lu,metc19
[160] choatenotes,wish
[15] metc19,bestjeffersonever
[11] re,metc19

Top Word Pairs in Tweet in G5:
[18] hey,metc19
[16] metc19,let's
[16] share,awesome
[15] session,resources
[15] mrjjsully,hey
[14] grab,slide
[14] let's,share
[14] add,session
[13] slide,add
[12] awesome,session

Top Word Pairs in Tweet in G6:
[8] metc,metc19
[6] metcedplus,metc19
[6] metc19,metc2019
[6] new,post
[5] don,t
[4] check,out
[4] 2,30
[4] joe_sanfelippo,don
[4] t,teach
[4] teach,poorly

Top Word Pairs in Tweet in G7:
[8] hey,metc19
[7] pear,deck
[6] medialiteracy,classroom
[6] classroom,metc19
[6] find,out
[6] booth,12
[6] metc,metc19
[6] metc19,metcpd
[5] deck,google
[5] google,slides

Top Word Pairs in Tweet in G8:
[3] metc,conference
[2] metc19,tomorrow
[2] metc,metc19
[2] friends,colleagues
[2] colleagues,metc19
[2] ed,tech

Top Word Pairs in Tweet in G9:
[7] voice,choice
[6] sharing,poster
[6] poster,student
[6] student,voice
[6] choice,metc19
[6] metc19,gotschlearns
[6] gotschlearns,afftonlearns
[6] afftonlearns,jacbeyer
[6] jacbeyer,gotsch_learns
[6] google,classroom

Top Word Pairs in Tweet in G10:
[6] marry,content
[6] content,date
[6] date,technology
[6] technology,cskiles80
[6] cskiles80,foodforthought
[6] foodforthought,metc19
[5] metc19,dewey45
[5] getting,ready
[5] pyrtleslibrary,marry
[4] joe_sanfelippo,metc19

Top Replied-To
Top Replied-To in Entire Graph:
@stumpteacher
@metcedplus
@joe_sanfelippo
@hmstigerpride
@mrjjsully
@ajohnson106
@a_hargis
@metcenews
@awall777
@meganvallis

Top Replied-To in G1:
@metcedplus
@stumpteacher
@mrarnote
@meganvallis
@awall777
@metcenews
@a_hargis
@jleetechpercent
@giftededuc8or
@cskiles80

Top Replied-To in G2:
@metcedplus
@stumpteacher
@cyberteacher
@mrjjsully
@joe_sanfelippo
@ajohnson106
@medialiteracyed
@bizmark
@creathsclass
@nppeardeck

Top Replied-To in G3:
@hmstigerpride
@andrea_trudeau
@joe_sanfelippo
@stumpteacher
@icoachleff
@dummel2626
@colleenmclain
@msschaubert
@a_hargis
@cmscaia

Top Replied-To in G4:
@sadieclorinda
@capejefftigers

Top Replied-To in G5:
@tech_ths
@angelacasteel1
@stumpteacher
@mykiwilliamson
@amber_delgaiso
@marthadoennig
@classwords
@shannonsteimel
@facsformcg
@brittdebolt

Top Replied-To in G6:
@google
@rwhobbit
@mrshowell24

Top Replied-To in G7:
@stonemamma
@iste
@polonerd
@peardeck
@theipodteacher
@dgoble2001
@kellycomputes

Top Replied-To in G10:
@ruckermelanie
@stumpteacher
@mrjjsully

Top Mentioned
Top Mentioned in Entire Graph:
@metcedplus
@stumpteacher
@choatenotes
@joe_sanfelippo
@joshchoward
@mrjjsully
@jleetechpercent
@jpprezz
@billbass
@olenkacullinan

Top Mentioned in G1:
@metcedplus
@stumpteacher
@joshchoward
@jleetechpercent
@jpprezz
@erin_lawson3
@techknoll
@olenkacullinan
@techmoody
@ajohnson106

Top Mentioned in G2:
@metcedplus
@joe_sanfelippo
@stumpteacher
@jleetechpercent
@mrjjsully
@microsoftedu
@imbrianreed
@billbass
@jpprezz
@joshchoward

Top Mentioned in G3:
@joe_sanfelippo
@metcedplus
@stumpteacher
@kerryhawk02
@drrobertdillon
@wyliec
@dougemints
@edjawz
@emintsnc
@joshchoward

Top Mentioned in G4:
@choatenotes
@leighmragsdale
@mrsbranchk
@capejefftigers
@jmcthomas03
@mrsuhls
@mfankopedia
@wyliec
@max
@metcedplus

Top Mentioned in G5:
@mrjjsully
@billbass
@metcedplus
@mykiwilliamson
@wevideo
@mathdresser
@joe_sanfelippo
@o_hollander
@achievement4all
@jwnichols

Top Mentioned in G6:
@metcedplus
@pattonvillesd
@metcenews
@raehughart
@tnalau
@apeachstl
@joe_sanfelippo
@stchascitysch
@olenkacullinan
@discoveryed

Top Mentioned in G7:
@metcedplus
@peardeck
@nppeardeck
@julnilsmith
@medialiteracyed
@michelecmueller
@debbiefuco
@choatenotes
@barbinnebraska
@stumpteacher

Top Mentioned in G9:
@msgrausclass
@catlett1
@jacbeyer
@gotsch_learns
@westechteacher
@rachomichelle
@af
@metcedplus
@shsfalcons
@rlh_designed

Top Mentioned in G10:
@joe_sanfelippo
@joshchoward
@atechiebookworm
@mryatesfms
@ruckermelanie
@cskiles80
@stumpteacher
@pyrtleslibrary
@metcedplus
@mdavidson09

Top Tweeters
Top Tweeters in Entire Graph:
@kimvie
@bar_zie
@alicekeeler
@starbucks
@wmchamberlain
@korytellers
@techninjatodd
@shareski
@flipgrid
@jcorippo

Top Tweeters in G1:
@wmchamberlain
@korytellers
@shareski
@flipgrid
@stumpteacher
@j_allen
@nikkidrobertson
@discoveryed
@sphero
@cyberteacher

Top Tweeters in G2:
@kimvie
@it9_mike
@stlouisblues
@lenovo
@ascd
@microsoftedu
@deitzlerkim
@viralber
@ana_captures
@netflix

Top Tweeters in G3:
@starbucks
@jcorippo
@technolibrary
@nathan_stevens
@thejqway
@lightifyco1
@scalarhumanity
@drpowerskhs
@doinktweets
@edutopia

Top Tweeters in G4:
@bar_zie
@laura_a_diaz
@mgcjusa
@chloems
@kimberblodgett
@nicholasferroni
@marta_msg
@msferreira_eng
@tigers
@goldenapplefoun

Top Tweeters in G5:
@shannonmmiller
@james3neal
@jeremydbond
@principalj
@jaimedonally
@iste
@curtrees
@educre8ive
@officialsps
@drkmattson

Top Tweeters in G6:
@google
@k_elmendorf
@kytoy15
@elisabostwick
@belkin
@teachbetterteam
@reginaschaffer
@cbrazeale
@raehughart
@jasongribble

Top Tweeters in G7:
@barbinnebraska
@theipodteacher
@jpmacnab
@julnilsmith
@dgoble2001
@dallasleebridge
@roskocfart
@polonerd
@bookcreatorapp
@mrmedia1

Top Tweeters in G8:
@tagdef
@afzal_pupi
@evan_branson
@room214
@mnebel
@thetechspec
@overspyke
@dkg72
@luke1946
@socratesaskswhy

Top Tweeters in G9:
@catlett1
@hollyclarkedu
@shsfalcons
@af
@manuelherrera33
@brachttravis
@afftonschools
@rlh_designed
@appleedu
@angiewiegers

Top Tweeters in G10:
@techninjatodd
@bethhouf
@mradamwelcome
@sheehyrw
@boodles64
@jasontolen
@rwentechaney
@carbaughjames
@jasoncmcdowell
@adamdovico


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