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caedchat_2017-09-13_20-10-01.xlsx
caedchat_2017-09-13_20-10-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 14, 2017
Short Description:
caedchat via NodeXL http://bit.ly/2eX51re
@hollyclarkedu
@edtechspec
@caedchat
@drjoelbgoodin
@cdwg_california
@archeredtech
@edsource

Description:
Description
The graph represents a network of 800 Twitter users whose tweets in the requested range contained "caedchat", 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 03:10 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, 17-minute period from Thursday, 31 August 2017 at 00:07 UTC to Wednesday, 13 September 2017 at 05:25 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 : 800
Unique Edges : 1026
Edges With Duplicates : 1278
Total Edges : 2304
Self-Loops : 786
Reciprocated Vertex Pair Ratio : 0.0389249304911956
Reciprocated Edge Ratio : 0.0749330954504906
Connected Components : 86
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 618
Maximum Edges in a Connected Component : 2050
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.298417
Graph Density : 0.00175375469336671
Modularity : 0.452458
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[56] http://www.sgvcue.org/sgvcue-2017/
[31] http://www.hollyclark.org/2017/05/28/15-ways-to-incorporate-flipgridfever/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[20] http://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waCzOdvDEbTUELcp0/dGPAxV
[19] https://docs.google.com/forms/d/e/1FAIpQLScGDrJFIhwRPvM4oMYjAWCyVztzgFQuCrWl05kcuI7Vj_UlSA/viewform
[16] http://www.hollyclark.org/2014/04/18/why-and-how-teachers-and-students-should-backchannel/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[14] https://www.customink.com/fundraising/kids-deserve-it
[13] http://www.hollyclark.org/2017/06/04/hyperdocs-are-awesome/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[12] http://www.cue.org/fall
[11] http://factchecking.us
[11] https://rmjohnson45.wordpress.com/2017/09/05/creating-adult-connections/

Top URLs in Tweet in G1:
[29] http://www.hollyclark.org/2017/05/28/15-ways-to-incorporate-flipgridfever/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[14] http://www.hollyclark.org/2014/04/18/why-and-how-teachers-and-students-should-backchannel/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[12] http://www.hollyclark.org/2017/06/04/hyperdocs-are-awesome/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[8] http://www.hollyclark.org/2017/05/22/three-books-every-teacher-should-know-about/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[8] http://www.hollyclark.org/2015/07/27/connected-learners-require-connected-teachers/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[7] http://www.hollyclark.org/2017/06/18/seesaw-the-making-thinking-visible-machine/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[7] http://www.hollyclark.org/2014/05/09/four-powerful-formative-assessment-tools-for-the-chromebook-classroom/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[7] http://www.hollyclark.org/2017/08/18/2754/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[6] http://www.hollyclark.org/2017/05/28/10-reasons-i-have-flipgridfever/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[6] http://www.hollyclark.org/2017/06/04/5-ways-to-kick-start-reflection-in-your-classroom/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G2:
[13] https://docs.google.com/forms/d/e/1FAIpQLScGDrJFIhwRPvM4oMYjAWCyVztzgFQuCrWl05kcuI7Vj_UlSA/viewform
[12] http://www.cue.org/fall
[10] http://www.eventbrite.com/e/cue-nv-2017-state-technology-conference-tickets-27728643118
[6] https://sites.google.com/a/cvcue.org/coffeecue/
[5] http://www.cue.org/spring
[3] https://ww2.kqed.org/education/2017-ambassadors
[3] https://twitter.com/edtechteam/status/907303095926849536
[3] https://lionsgate.promo.eprize.com/wonder/?utm_content=bufferc2251&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://twitter.com/luke1946/status/905208994301652992
[1] http://www.sgvcue.org/sgvcue-2017/

Top URLs in Tweet in G3:
[4] http://laschoolreport.com/9-reasons-why-an-education-advocacy-organization-says-californias-essa-plan-wont-cut-it/?utm_content=buffer350ae&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://laschoolreport.com/the-trailblazers-of-the-first-40-charter-schools-in-lausd-half-are-still-open/?utm_content=bufferdefda&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://laschoolreport.com/lausds-graduation-rate-tops-80-percent-surpassing-its-own-goals/?utm_content=buffer8fb45&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://twitter.com/sbsun/status/905991619551232001
[2] http://laschoolreport.com/lausd-looks-at-ways-of-saving-money-by-adjusting-health-benefits/?utm_content=buffer167d7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://espanol.laschoolreport.com/2017/08/24/la-junta-escolar-del-lausd-voto-en-contra-de-detener-la-nueva-escuela-stem/?utm_content=bufferf4533&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://laschoolreport.com/board-members-withdraw-title-i-revamp-that-would-give-a-bigger-chunk-to-poorest-schools/?utm_content=buffer7ff59&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://goo.gl/ALqhG4
[1] https://edsource.org/2017/with-multiple-challenges-rural-schools-warrant-far-more-attention/586432?utm_source=twitter&utm_medium=social&utm_campaign=rural-828-17
[1] http://laschoolreport.com/trump-administration-will-end-protections-for-immigrant-children-under-daca/?platform=hootsuite

Top URLs in Tweet in G4:
[6] https://www.participate.com/chats/caedchat
[4] https://docs.google.com/document/d/1J0SQoONfSryH_ll6V0SH9vjZRCZu6lb1E2xtocRFyec/edit?usp=sharing
[2] https://www.nytimes.com/2017/08/31/well/family/looking-into-the-future-for-a-child-with-autism.html
[1] https://twitter.com/i/web/status/907086604812025856
[1] https://twitter.com/twittermoments/status/903257636161933315
[1] https://twitter.com/canadamoments/status/903061053243891712
[1] https://twitter.com/i/web/status/903311940965031937
[1] https://twitter.com/bbcworld/status/903258378700546048
[1] https://twitter.com/mashable/status/903313971524100097
[1] https://www.nytimes.com/2017/08/31/us/politics/russia-consulate-close-retaliation.html

Top URLs in Tweet in G5:
[5] http://www.litandtech.com/2015/06/delay-your-re-tweet-to-spread-it-further.html
[4] http://clc.li/sc0
[4] http://clc.li/kJf
[3] https://events.edtechteam.com/k2stanislaus2017
[3] https://docs.google.com/presentation/d/1wRYa-IUdq98emOB-E5K0kB0Q7Wo1-DpHazcF2DipUMg/edit#slide=id.g19dd0cfc58_0_19
[3] https://events.edtechteam.com/sanbernardino2017#overview
[2] https://twitter.com/coachsvs/status/907316358144196610
[2] https://docs.google.com/forms/d/e/1FAIpQLScGDrJFIhwRPvM4oMYjAWCyVztzgFQuCrWl05kcuI7Vj_UlSA/viewform
[2] http://www.litandtech.com/2014/08/how-do-you-get-to-know-your-students.html
[2] http://www.mrslepre.com/2016/02/09/what-do-you-choose-google-forms-choice-eliminator/?utm_sq=fivg8tjw4k&utm_source=Twitter&utm_medium=social&utm_campaign=mrslepre&utm_content=Own+Blog+Posts

Top URLs in Tweet in G6:
[2] http://www.assignmenthelp.net/blog/samr-model-pedagogy-technology-examples/?platform=hootsuite
[2] https://twitter.com/mllevalsunshine/status/905493232884228096
[2] https://twitter.com/TypeDrawn/status/903306898388262912
[1] http://www.sgvtribune.com/social-affairs/20170831/duartes-prestigious-california-school-of-the-arts-is-now-open-heres-an-inside-look
[1] https://twitter.com/i/web/status/903569393648586753
[1] https://twitter.com/rcsdstoneridge/status/903780544646754304
[1] http://www.nytimes.com/
[1] https://mobile.nytimes.com/2017/08/11/nyregion/mastery-based-learning-no-grades.html?smid=tw-share&utm_content=buffer16ca6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer&_r=0&referer=https://t.co/CSP8fPIsYF?amp=1
[1] https://twitter.com/i/web/status/900790918688538624
[1] https://twitter.com/mrnesi/status/904305781541089280

Top URLs in Tweet in G7:
[13] https://www.customink.com/fundraising/kids-deserve-it
[2] https://twitter.com/steinbrinklaura/status/903978859317612544
[1] http://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waCzOdvDEbTUELcp0/WWq6id
[1] http://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waCzOdvDEbTUELcp0/8iiyNI
[1] http://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waCzOdvDEbTUELcp0/v58ZYV
[1] http://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waCzOdvDEbTUELcp0/E9VUiu
[1] https://twitter.com/i/web/status/855825371912060928
[1] https://twitter.com/i/web/status/906515936923881473
[1] https://twitter.com/i/web/status/906308007146905600

Top URLs in Tweet in G8:
[6] http://www.freethinkmedia.com/shows/challengers/4/schools-look-like-future/
[3] https://ww2.kqed.org/mindshift/2013/10/08/can-learning-to-knit-help-learning-to-code/
[2] http://edtech.k12oms.org/122-131688
[1] https://twitter.com/i/web/status/904538270624878592
[1] https://twitter.com/i/web/status/904900662210809856
[1] https://twitter.com/i/web/status/906214325672660994
[1] https://twitter.com/i/web/status/907077505017925633
[1] https://twitter.com/i/web/status/907439894250840066
[1] http://k5create.blogspot.com/2017/08/consumables.html
[1] https://drive.google.com/file/d/0B7YuGONYTLw0NjBxZEgtZG1yNVk/view?usp=drive_web

Top URLs in Tweet in G9:
[20] http://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waCzOdvDEbTUELcp0/dGPAxV
[8] http://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waCzOdvDEbTUELcp0/qcSMrI
[7] http://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waCzOdvDEbTUELcp0/qiAa4d
[6] http://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waCzOdvDEbTUELcp0/KdEqb8
[6] http://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waCzOdvDEbTUELcp0/E9VUiu
[6] http://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waCzOdvDEbTUELcp0/CoiEcI
[5] http://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waCzOdvDEbTUELcp0/waFGsd
[5] http://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waCzOdvDEbTUELcp0/RUEbZu
[5] http://www.netsupportdna.com/education/?utm_content=buffer9780c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waCzOdvDEbTUELcp0/4x8zfi

Top URLs in Tweet in G10:
[45] http://www.sgvcue.org/sgvcue-2017/
[2] https://edutransformationcenter.withgoogle.com/
[2] https://docs.google.com/forms/d/e/1FAIpQLScGDrJFIhwRPvM4oMYjAWCyVztzgFQuCrWl05kcuI7Vj_UlSA/viewform
[1] https://twitter.com/i/web/status/906261358424989696
[1] https://twitter.com/i/web/status/907679416095870976
[1] https://twitter.com/i/web/status/907408525881757696
[1] https://twitter.com/i/web/status/903059861306572800
[1] https://twitter.com/i/web/status/903256246349942785
[1] https://twitter.com/i/web/status/903422202866958336
[1] https://twitter.com/i/web/status/903618657389088768

Top Domains
Top Domains in Tweet in Entire Graph:
[361] po.st
[324] twitter.com
[140] hollyclark.org
[56] sgvcue.org
[37] google.com
[24] wordpress.com
[22] laschoolreport.com
[17] cue.org
[17] principalsdesk.org
[17] feedburner.com

Top Domains in Tweet in G1:
[132] hollyclark.org
[5] eprize.com
[1] twitter.com
[1] coetail.com
[1] google.com

Top Domains in Tweet in G2:
[28] twitter.com
[19] google.com
[17] cue.org
[10] eventbrite.com
[3] kqed.org
[3] eprize.com
[2] po.st
[1] sgvcue.org
[1] scribd.com
[1] hollyclark.org

Top Domains in Tweet in G3:
[22] laschoolreport.com
[10] twitter.com
[3] edsource.org
[1] goo.gl
[1] sacbee.com
[1] sfchronicle.com
[1] ucdavis.edu

Top Domains in Tweet in G4:
[95] twitter.com
[6] participate.com
[4] google.com
[3] nytimes.com
[1] mapmyride.com
[1] samaa.tv
[1] washingtonpost.com
[1] apple.news
[1] flexsealproducts.com
[1] capturingthespark.com

Top Domains in Tweet in G5:
[26] twitter.com
[9] mrslepre.com
[8] clc.li
[7] litandtech.com
[6] edtechteam.com
[5] google.com
[3] mariventurino.com
[3] hollyclark.org
[1] swoogo.com
[1] theedublogger.com

Top Domains in Tweet in G6:
[26] twitter.com
[3] paper.li
[2] nytimes.com
[2] assignmenthelp.net
[1] sgvtribune.com
[1] activevoice.us
[1] edutopia.org
[1] teacherspayteachers.com
[1] wordpress.com
[1] amazon.com

Top Domains in Tweet in G7:
[13] customink.com
[5] twitter.com
[4] po.st

Top Domains in Tweet in G8:
[14] twitter.com
[6] freethinkmedia.com
[3] kqed.org
[2] google.com
[2] k12oms.org
[1] blogspot.com
[1] eventbrite.com

Top Domains in Tweet in G9:
[351] po.st
[9] netsupportdna.com
[7] twitter.com
[5] wordpress.com
[4] sgvcue.org
[2] litandtech.com
[1] youtube.com
[1] calgarysun.com
[1] canadianbusiness.com
[1] globalnews.ca

Top Domains in Tweet in G10:
[45] sgvcue.org
[28] twitter.com
[2] withgoogle.com
[2] google.com
[1] bie.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1409] caedchat
[287] k12
[210] edchat
[192] edtech
[186] edtechteam
[123] cuechat
[100] tosachat
[59] makered
[48] iledchat
[45] flipgridfever



Top Hashtags in Tweet in G1:
[143] caedchat
[142] edtechteam
[42] flipgridfever
[5] choosekind
[4] auusieed
[2] tosachat
[1] nvedchat
[1] conncetedtl
[1] cuerockstar
[1] alisalstrong

Top Hashtags in Tweet in G2:
[82] caedchat
[44] cuechat
[36] cue
[33] tosachat
[26] nvedchat
[22] cuerockstar
[14] teachnvchat
[14] connectedtl
[13] alisalstrong
[12] edtech

Top Hashtags in Tweet in G3:
[42] caedchat
[21] lausd
[10] daca
[10] dreamers
[9] essa
[7] lcff
[6] sschat
[5] missionprojects
[5] history
[4] superschool

Top Hashtags in Tweet in G4:
[236] caedchat
[45] iledchat
[25] miched
[25] oklaed
[22] nyedchat
[7] nohomework
[6] mrbeast
[6] hacking
[6] engchat
[6] elachat

Top Hashtags in Tweet in G5:
[73] caedchat
[34] edtechteam
[14] k2cantoo
[14] cvtechtalk
[12] edchat
[10] kinderchat
[10] 1stchat
[10] edtech
[8] gafe
[7] google

Top Hashtags in Tweet in G6:
[62] caedchat
[10] edchat
[7] tosachat
[5] edtech
[3] cuerockstar
[3] cuechat
[3] jobs
[2] miched
[2] playdatela
[2] bettertogetherca

Top Hashtags in Tweet in G7:
[23] caedchat
[20] edchat
[20] tlap
[16] leadlap
[14] kidsdesereveit
[14] leadupchat
[14] satchat
[14] satchatwc
[14] txedchat
[13] kidsdeserveit

Top Hashtags in Tweet in G8:
[70] caedchat
[58] makered
[44] tosachat
[42] edcamp
[16] edtech
[14] edcampyo
[11] cuechat
[10] cuebold
[10] cvcue
[10] cvtchat

Top Hashtags in Tweet in G9:
[353] caedchat
[274] k12
[100] edtech
[27] futureready
[24] stem
[20] backtoschoolquiz
[14] edchat
[13] oredchat
[12] it
[10] ddos

Top Hashtags in Tweet in G10:
[63] caedchat
[47] edchat
[46] cuechat
[32] learning
[26] sgvcue
[17] edtech
[9] education
[6] tosachat
[5] mydayinla
[5] k12prchat

Top Words
Top Words in Tweet in Entire Graph:
[977] Words in Sentiment List#1: Positive
[280] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[25184] Non-categorized Words
[26441] Total Words
[1442] caedchat
[371] edtech_k12
[294] k12
[210] edchat
[203] edtechteam

Top Words in Tweet in G1:
[143] caedchat
[142] edtechteam
[116] hollyclarkedu
[55] classroom
[44] ways
[42] flipgridfever
[34] incorporate
[29] updated
[29] 17
[22] teachers

Top Words in Tweet in G2:
[83] caedchat
[44] cuechat
[43] cue
[33] tosachat
[26] nvedchat
[26] cuenv
[24] classroom
[23] cueinc
[22] cuerockstar
[21] now

Top Words in Tweet in G3:
[50] caedchat
[20] edsource
[19] laschoolreport
[17] schools
[17] lausd
[13] cadepted
[12] s
[11] school
[10] daca
[10] dreamers

Top Words in Tweet in G4:
[240] caedchat
[64] archeredtech
[46] kids
[45] iledchat
[36] time
[27] julie_borgmann
[25] miched
[25] oklaed
[23] school
[23] teachermike72

Top Words in Tweet in G5:
[73] caedchat
[47] edtechteam
[20] google
[20] teachers
[17] 2
[17] primary
[16] k
[16] camp
[16] gt
[14] great

Top Words in Tweet in G6:
[63] caedchat
[12] time
[12] today
[12] twitterchats
[10] edchat
[9] school
[7] tosachat
[5] learn
[5] new
[5] edtech

Top Words in Tweet in G7:
[24] awelcome
[23] caedchat
[21] 7
[20] 10
[20] edchat
[20] tlap
[20] 30
[16] w
[16] leadlap
[14] top

Top Words in Tweet in G8:
[72] caedchat
[58] makered
[50] register
[45] tosachat
[42] markloundy
[42] edcamp_cusd
[42] sept
[42] 16th
[42] free
[42] open

Top Words in Tweet in G9:
[358] edtech_k12
[353] caedchat
[280] k12
[101] edtech
[66] students
[51] schools
[49] cdwg_california
[42] tips
[35] school
[33] help

Top Words in Tweet in G10:
[63] caedchat
[48] join
[47] edchat
[46] sgvcue
[46] cuechat
[45] 14th
[32] learning
[29] innovation
[24] 2017
[24] celebration

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[165] edtechteam,caedchat
[74] cuechat,caedchat
[71] edtech_k12,k12
[62] cdwg_california,edtech_k12
[58] edchat,cuechat
[55] register,now
[49] tosachat,caedchat
[49] classroom,edtechteam
[48] k12,schools
[42] sept,16th

Top Word Pairs in Tweet in G1:
[136] edtechteam,caedchat
[47] classroom,edtechteam
[34] ways,incorporate
[29] updated,17
[29] 17,ways
[29] incorporate,flipgridfever
[29] flipgridfever,classroom
[28] hollyclarkedu,updated
[14] teachers,students
[14] students,backchannel

Top Word Pairs in Tweet in G2:
[21] google,classroom
[20] nvedchat,caedchat
[19] fall,cue
[18] caedchat,tosachat
[18] cuechat,caedchat
[13] well,know
[13] know,google
[13] classroom,test
[13] test,knowledge
[13] knowledge,here

Top Word Pairs in Tweet in G3:
[10] dreamers,caedchat
[8] first,40
[8] caedchat,cahistory
[8] cadepted,uofcalifornia
[8] uofcalifornia,ucdavis_lands
[6] california's,daca
[6] daca,students
[6] students,brace
[6] brace,uncertain
[6] uncertain,future

Top Word Pairs in Tweet in G4:
[25] caedchat,iledchat
[21] oklaed,nyedchat
[21] miched,oklaed
[16] iledchat,miched
[14] iledchat,caedchat
[14] julie_borgmann,archeredtech
[11] family,time
[9] caedchat,miched
[8] time,caedchat
[7] free,time

Top Word Pairs in Tweet in G5:
[22] edtechteam,caedchat
[17] primary,teachers
[16] k,2
[16] 2,camp
[16] teachers,edtechteam
[13] camp,sessions
[13] sessions,designed
[13] designed,primary
[13] caedchat,k2cantoo
[13] k2cantoo,cvtechtalk

Top Word Pairs in Tweet in G6:
[12] today,twitterchats
[4] caedchat,edchat
[3] cuerockstar,caedchat
[3] want,learn
[3] ca,caedchat
[3] caedchat,tosachat
[2] edchat,caedchat
[2] playdatela,happening
[2] happening,less
[2] less,month

Top Word Pairs in Tweet in G7:
[14] top,10
[14] 10,things
[14] things,kids
[14] kids,deserve
[14] deserve,kidsdesereveit
[14] kidsdesereveit,edchat
[14] edchat,leadupchat
[14] leadupchat,satchat
[14] satchat,caedchat
[14] caedchat,satchatwc

Top Word Pairs in Tweet in G8:
[43] tosachat,caedchat
[42] sept,16th
[42] 16th,free
[42] free,open
[42] open,tosachat
[42] caedchat,makered
[42] makered,edcamp
[42] edcamp,register
[42] register,now
[37] edcamp_cusd,coming

Top Word Pairs in Tweet in G9:
[67] edtech_k12,k12
[49] cdwg_california,edtech_k12
[46] k12,schools
[41] k12,students
[29] edtech,caedchat
[27] edtech_k12,edtech
[22] edtech,tips
[20] edtech_k12,getting
[20] getting,ready
[20] ready,k12

Top Word Pairs in Tweet in G10:
[45] edchat,cuechat
[45] cuechat,caedchat
[32] caedchat,learning
[24] join,sgvcue
[24] sgvcue,2017
[24] 2017,celebration
[24] celebration,innovation
[24] innovation,oct
[24] oct,14th
[24] 14th,edchat

Top Replied-To
Top Replied-To in Entire Graph:
@archeredtech
@julie_borgmann
@teachermike72
@sdpaulette
@principledlady
@imamsuhaibwebb
@mroarkpmp
@cohend
@zaytunacollege
@mattmckenz6

Top Replied-To in G3:
@chssp_so
@ml_imri

Top Replied-To in G4:
@archeredtech
@julie_borgmann
@teachermike72
@sdpaulette
@principledlady
@imamsuhaibwebb
@mroarkpmp
@cohend
@zaytunacollege
@mattmckenz6

Top Replied-To in G5:
@jenroberts1

Top Replied-To in G8:
@edcampyosemite
@naomiharm

Top Mentioned
Top Mentioned in Entire Graph:
@hollyclarkedu
@cdwg_california
@archeredtech
@markloundy
@edcamp_cusd
@sgvcue
@caedchat
@cuenv
@awelcome
@d39k1

Top Mentioned in G1:
@hollyclarkedu
@edtechari
@cogswell_ben

Top Mentioned in G2:
@cuenv
@cueinc
@jcorippo
@edtechari
@mshaughs
@cogswell_ben
@jaimedonally
@lindseyblass1
@northstatecue
@peerlessgreen

Top Mentioned in G3:
@edsource
@laschoolreport
@cadepted
@caedchat
@cahistory
@uofcalifornia
@ucdavis_lands
@carolynjones100
@larryjaygordon
@lauragreanias

Top Mentioned in G4:
@archeredtech
@principledlady
@imamsuhaibwebb
@teachermike72
@zaytunacollege
@sdpaulette
@usfigureskating
@mattdelapena
@julie_borgmann
@principaldlm

Top Mentioned in G5:
@edtechteam
@edtechspec
@jenroberts1
@burgessdave
@msventurino
@rickeducation
@hollyclarkedu
@googleforedu
@dtech
@seani

Top Mentioned in G6:
@playdatela
@leagueofschools

Top Mentioned in G7:
@awelcome
@burgess_shelley
@aaron_hogan
@cdwg_california

Top Mentioned in G8:
@markloundy
@edcamp_cusd
@freethinkmedia
@cusdk8
@edcampyosemite
@derrallg
@chrisdaviscng
@caedchat
@edtechari
@nmusdedtech

Top Mentioned in G9:
@cdwg_california
@netsupport_ca
@sgvcue
@mrpowley
@jenroberts1
@edtechspec
@archeredtech
@drjoelbgoodin

Top Mentioned in G10:
@sgvcue
@ryanpforan
@bitmoji
@odysseyware
@hmhco
@cogswell_ben
@watchscgrow
@mwniehoff
@ito_tech
@mrsvannasdall

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@beingexample
@edgametec
@securitynews6
@tekieboard
@infosecurity99
@alicekeeler
@sacbee_news
@gilcividanes
@bar_zie

Top Tweeters in G1:
@mssackstein
@wagjuer
@uaeeverafter
@sjgorman
@rmtux
@jennifernking
@cbell619
@missfield5
@hollyclarkedu
@tommyspall

Top Tweeters in G2:
@jcorippo
@wickeddecent
@amyburvall
@jepson
@yanstv
@lauralovesart
@jyoung1219
@anotherschwab
@noapp4pedagogy
@davidtedu

Top Tweeters in G3:
@sacbee_news
@gilcividanes
@fox_gretchen
@sexygirl798
@srivlin
@tunedtotheresa
@jarthur47
@msmithwriter
@newamericamedia
@rialtoboard

Top Tweeters in G4:
@cnnmoney
@target
@imamsuhaibwebb
@usfigureskating
@cohend
@saclibfriends
@archeredtech
@lewis1jj
@justintrudeau
@sandiegocoe

Top Tweeters in G5:
@gcouros
@burgessdave
@edtechspec
@edtechteam
@jenroberts1
@seani
@natuniv
@lindayollis
@annkozma723
@lobroo

Top Tweeters in G6:
@teachwithsoul
@techtia
@s_bearden
@activevoiceus
@usa_movement
@assignmenthelpn
@teachfromhere
@kneaverchat
@mathkaveli
@hmwdesign_bot

Top Tweeters in G7:
@bar_zie
@riverasunauthor
@aaron_hogan
@burgess_shelley
@awelcome
@tarafarah7
@bethhouf
@hudsonwife16
@m_wayne
@rachelmarker

Top Tweeters in G8:
@coriorlando1
@naomiharm
@markloundy
@gustafsonbrad
@archi__pi
@wonderworkshop
@derrallg
@fenwayfan808
@howardkiyuna
@mrskalthoff

Top Tweeters in G9:
@sectest9
@securitynews6
@infosecurity99
@s3cmas73r
@ngueti
@juliosilvajr
@teachintechgal
@median_red
@scalarhumanity
@coachingcool

Top Tweeters in G10:
@innovation_rtw
@teresagross625
@arcadiaunified
@mwniehoff
@ryanpforan
@shikharhalder1
@edtechbusd
@mrsvannasdall
@hmhco
@sgvcue