edchat, Twitter, 2/11/2019 5:43:49 PM, 186179


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edchat_2019-02-11_07-54-10.xlsx
edchat_2019-02-11_07-54-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 11, 2019
Short Description:
edchat via NodeXL http://bit.ly/2DvwR9O
@zellieimani
@edutopia
@boonphilanthro1
@mindshiftkqed
@mraspinall
@kathleenodean
@alex_corbitt
@drdouggreen
@annamaescheuerm
@bar_zie

Top hashtags:
#edchat
#education
#edtech
#elearning
#k12
#teachers
#librarians
#cpchat

Description:
Description
The graph represents a network of 5,022 Twitter users whose tweets in the requested range contained "edchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 February 2019 at 15:55 UTC.

The requested start date was Monday, 11 February 2019 at 01:01 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 1-day, 3-hour, 37-minute period from Saturday, 09 February 2019 at 16:57 UTC to Sunday, 10 February 2019 at 20:35 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 : 5022
Unique Edges : 5928
Edges With Duplicates : 772
Total Edges : 6700
Number of Edge Types : 3
Mentions : 5935
Tweet : 735
Replies to : 30
Self-Loops : 735
Reciprocated Vertex Pair Ratio : 0.0110313430222378
Reciprocated Edge Ratio : 0.0218219605126429
Connected Components : 384
Single-Vertex Connected Components : 152
Maximum Vertices in a Connected Component : 3914
Maximum Edges in a Connected Component : 5311
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.054335
Graph Density : 0.000228986484562528
Modularity : 0.761206
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[111] http://ow.ly/YtyN30nDudd
[17] http://esheninger.blogspot.com/2019/02/are-students-off-task-in-class-on.html
[13] https://catlintucker.com/2016/11/who-is-doing-the-work/
[12] https://ww2.kqed.org/mindshift/2016/10/24/why-a-schools-master-schedule-is-a-powerful-enabler-of-change/
[12] https://catlintucker.com/2017/03/new-school-update-class-size-matters/
[11] https://uni.co1.qualtrics.com/jfe/form/SV_0cTkHTnAKyrHU1f
[10] https://crowleym.com/2019/02/10/this-is-what-learning-must-be/
[10] http://BlueFrogToys.co.uk
[8] https://gadflyonthewallblog.com/2019/02/10/rahm-emanuels-non-apology-apology-for-being-a-school-privatization-cheerleader/
[8] https://www.tes.com/teaching-resource/the-ultimate-p4c-resource-pack-philosophy-for-children-11586087

Top URLs in Tweet in G2:
[12] https://catlintucker.com/2016/11/who-is-doing-the-work/
[9] https://catlintucker.com/2017/03/new-school-update-class-size-matters/
[6] http://bit.ly/1N4kGiO
[5] https://catlintucker.com/2018/06/googleslideagenda/
[4] https://www.i-heart-edu.com/differentiation-with-ninja-challenges/
[3] https://catlintucker.com/2017/08/google-slide-scavenger-hunt/
[3] https://ukedchat.com/2018/05/23/bbc-sound-effects
[3] https://learnography.wordpress.com/2019/02/10/truth-of-knowledge-transfer-in-the-classroom-of-teaching-theories-and-pedagogical-methods/
[2] http://www.marcandangel.com/
[2] http://www.ldonline.org/article/When_Older_Students_Can%27t_Read

Top URLs in Tweet in G3:
[108] http://ow.ly/YtyN30nDudd
[12] https://ww2.kqed.org/mindshift/2016/10/24/why-a-schools-master-schedule-is-a-powerful-enabler-of-change/
[2] http://ow.ly/wCST30nDu5d
[2] http://ow.ly/LoEK30nxekI
[1] https://www.kqed.org/mindshift/39142/what-do-we-really-mean-when-we-say-personalized-learning
[1] http://northstarpaths.com/visuals/
[1] http://owl.li/1fBQ30nxcBq
[1] http://ow.ly/ybdz30nsIfs
[1] http://ow.ly/tDVr30nAVWV
[1] http://owl.li/Ckgs30nDq2n

Top URLs in Tweet in G4:
[2] http://www.educatorstechnology.com/2017/02/10-easy-ways-to-integrate-technology-in.html?utm_content=buffercecfb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.youtube.com/watch?v=QvAfQWT_rkc&t=80s

[1] https://www.youtube.com/watch?v=cUCqP48y_6E&feature=youtu.be

[1] https://globaldigitalcitizen.org/25-common-education-mistakes
[1] https://globaldigitalcitizen.org/amazing-teacher-resources
[1] https://globaldigitalcitizen.org/living-solution-fluency-process#edchat
[1] https://globaldigitalcitizen.org/beginning-exploring-personalized-learning
[1] https://globaldigitalcitizen.org/saying-i-dont-know-teach
[1] https://goo.gl/2wHh8c
[1] http://brianaspinall.com/how-can-you-assess-my-creativity/

Top URLs in Tweet in G5:
[1] https://twitter.com/vaughn6thela/status/1091439718326251521

Top URLs in Tweet in G6:
[14] http://esheninger.blogspot.com/2019/02/are-students-off-task-in-class-on.html
[4] https://www.schoology.com/blog/how-build-knowledge-sharing-culture
[3] http://leadupnow.com/leadupteacher/
[2] http://www.bamradionetwork.com/tweeted/4896-creating-safe-and-disciplined-schools-new-guidelines
[2] https://www.edsurge.com/news/2016-04-23-why-project-based-learning-hasn-t-gone-mainstream-and-what-we-can-do-about-it
[1] http://www.toddnesloney.com/2019/02/09/using-your-space/
[1] https://www.pscp.tv/w/bytZVzI5MDIzNTB8MVlwS2tWRU5rZ3d4aqov8zw616RLNpmtez7hq999RG6gRcT217DqxJxitfU_
[1] https://twitter.com/RigorRelevance/status/1094325063871066115
[1] https://www.youtube.com/watch?v=nGSgo5mU_kM&feature=youtu.be

[1] http://edtechreview.in/news/2884-web-tools-to-create-concept-maps

Top URLs in Tweet in G7:
[8] https://www.tes.com/teaching-resource/the-ultimate-p4c-resource-pack-philosophy-for-children-11586087
[2] is
[2] https://www.nytimes.com/2019/02/07/opinion/sunday/girls-school-confidence.html
[2] https://www.cloudlessons.net/
[2] http://simulasidigital-muchamadekisa.blogspot.com
[2] https://www.kqed.org/mindshift/52402/changing-how-educators-see-negative-experiences-in-the-classroom
[2] https://www.freetech4teachers.com/2019/02/six-online-whiteboard-drawing-tools.html
[2] https://www.youtube.com/watch?v=GaoEXRdwjWE&feature=youtu.be

[2] https://ukedchat.com/magazine/submit
[2] https://dculberh.wordpress.com/2017/07/21/preparing-our-students-for-the-future/

Top URLs in Tweet in G8:
[10] https://uni.co1.qualtrics.com/jfe/form/SV_0cTkHTnAKyrHU1f
[6] http://e-learning-teleformacion.blogspot.com/2018/10/the-neurology-of-gaming-infographic.html
[5] http://e-learning-teleformacion.blogspot.com/2018/08/big-data-science-of-learning-analytics.html
[5] http://e-learning-teleformacion.blogspot.com/2018/09/learning-theories-and-serious-games.html
[4] http://e-learning-teleformacion.blogspot.com/2018/11/artificial-intelligence-in-e-learning.html
[4] http://e-learning-teleformacion.blogspot.com/2018/11/a-blind-date-with-big-data-student-data.html
[4] https://mymodernmet.com/science-infogr
[3] http://e-learning-teleformacion.blogspot.com/2018/10/vol-14-no-09-2018-international-journal.html
[3] http://e-learning-teleformacion.blogspot.com/2018/10/how-big-data-is-changing-college.html
[3] http://e-learning-teleformacion.blogspot.com/2018/10/learner-models-utilization-in-e.html

Top URLs in Tweet in G9:
[3] https://www.drdouggreen.com/2019/disruptive-innovation-theory-top-leader-traits-help-failing-students/
[1] https://www.drdouggreen.com/2019/history-of-ai-improve-focus-caring-about-subreddits/
[1] http://bit.ly/2BCdz2v
[1] https://twitter.com/akt1211/status/1093674696963444736

Top URLs in Tweet in G10:
[3] https://onedsschat.com/
[2] http://www.tipbs.com/
[1] https://twitter.com/NLESDLit/status/1093688787237064705
[1] https://twitter.com/PedroANoguera/status/1094271218520190977
[1] https://www.stenhouse.com/literacyessentials
[1] https://twitter.com/stephen_hurley/status/1093883370906533888
[1] https://twitter.com/mindshiftkqed/status/1092988788564000769

Top Domains
Top Domains in Tweet in Entire Graph:
[138] ow.ly
[130] twitter.com
[119] blogspot.com
[45] catlintucker.com
[31] co.uk
[28] youtube.com
[26] kqed.org
[20] bit.ly
[16] edsurge.com
[15] globaldigitalcitizen.org

Top Domains in Tweet in G2:
[38] catlintucker.com
[11] cultofpedagogy.com
[9] twitter.com
[9] ukedchat.com
[8] bit.ly
[7] edutopia.org
[6] wordpress.com
[4] i-heart-edu.com
[3] mashupmath.com
[2] marcandangel.com

Top Domains in Tweet in G3:
[127] ow.ly
[15] kqed.org
[6] owl.li
[3] twitter.com
[1] northstarpaths.com
[1] cubeforteachers.com
[1] surreylearningbydesign.ca
[1] pscp.tv
[1] apple.com
[1] elenikyritsis.com

Top Domains in Tweet in G4:
[5] globaldigitalcitizen.org
[2] youtube.com
[2] educatorstechnology.com
[1] goo.gl
[1] brianaspinall.com
[1] twitter.com
[1] cultofpedagogy.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[14] blogspot.com
[5] globaldigitalcitizen.org
[4] schoology.com
[3] leadupnow.com
[2] pscp.tv
[2] twitter.com
[2] bamradionetwork.com
[2] catlintucker.com
[2] edsurge.com
[1] toddnesloney.com

Top Domains in Tweet in G7:
[23] twitter.com
[10] careerarc.com
[10] tes.com
[8] com.au
[7] blogspot.com
[5] globaldigitalcitizen.org
[4] kqed.org
[4] co.uk
[4] edublogs.org
[4] youtube.com

Top Domains in Tweet in G8:
[89] blogspot.com
[10] qualtrics.com
[8] twitter.com
[6] apple.com
[5] k12prospects.com
[5] ow.ly
[4] mymodernmet.com
[3] grammarflip.com
[3] theverge.com
[3] edublogs.org

Top Domains in Tweet in G9:
[4] drdouggreen.com
[1] bit.ly
[1] twitter.com

Top Domains in Tweet in G10:
[4] twitter.com
[3] onedsschat.com
[2] tipbs.com
[1] stenhouse.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3889] edchat
[531] education
[529] edtech
[349] elearning
[336] k12
[216] teachers
[195] librarians
[167] cpchat
[153] sketchnote
[140] learning



Top Hashtags in Tweet in G1:
[1764] edchat

Top Hashtags in Tweet in G2:
[423] edchat
[296] education
[285] edtech
[283] k12
[270] elearning
[19] ukedchat
[14] retrievalpractice
[13] tlap
[13] leadlap
[13] lcinnovation

Top Hashtags in Tweet in G3:
[188] edchat
[149] sketchnote
[115] cpchat
[108] learning
[18] lgbtq
[17] librarians
[10] edtech
[10] onted
[9] abed
[9] education

Top Hashtags in Tweet in G4:
[293] edchat
[38] growth
[38] mistakes
[38] challenges
[38] frustration
[38] risks
[38] improvement
[38] effort
[15] xplap
[15] gamified

Top Hashtags in Tweet in G5:
[171] librarians
[133] teachers
[46] kidsneedbooks
[41] bhm
[41] educators
[7] edchat
[6] kidlit
[6] tlchat
[3] mglit
[2] satchat

Top Hashtags in Tweet in G6:
[64] edchat
[18] cpchat
[12] edtech
[11] kidsdeserveit
[11] tlap
[7] leadlap
[6] satchat
[6] leadered
[6] bekindedu
[6] joyfulleaders

Top Hashtags in Tweet in G7:
[217] edchat
[44] education
[43] edtech
[19] teachers
[19] edu
[18] ukedchat
[16] teach
[15] teaching
[15] educhat
[14] edtechchat

Top Hashtags in Tweet in G8:
[93] edchat
[80] edtech
[48] elearning
[48] education
[40] tech
[30] mlearning
[30] educación
[23] infographic
[22] highered
[22] digitallearning

Top Hashtags in Tweet in G9:
[21] edchat
[5] cpchat
[5] tlap
[3] edtech
[2] education
[2] molloyedd
[2] nyedchat
[2] k12
[1] educhat
[1] ellchat

Top Hashtags in Tweet in G10:
[17] edchat
[12] canada
[12] onedsschat
[7] kidsdeserveit
[5] tlap
[4] thatonekid
[4] onted
[4] abed
[4] sasked
[3] cpchat

Top Words
Top Words in Tweet in Entire Graph:
[4560] Words in Sentiment List#1: Positive
[942] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[80185] Non-categorized Words
[85687] Total Words
[3906] edchat
[2146] teachers
[1867] black
[1778] amazing
[1764] zellieimani

Top Words in Tweet in G1:
[1764] black
[1764] teachers
[1764] amazing
[1764] edchat
[1763] zellieimani

Top Words in Tweet in G2:
[434] edchat
[310] education
[286] edutopia
[285] edtech
[283] k12
[270] elearning
[262] alex_corbitt
[260] ways
[259] check
[258] understanding

Top Words in Tweet in G3:
[372] mindshiftkqed
[188] edchat
[149] sketchnote
[129] learning
[123] make
[121] day
[120] things
[117] effective
[117] wrong
[117] focus

Top Words in Tweet in G4:
[293] edchat
[275] mraspinall
[264] more
[262] saw
[262] instagram
[262] agree
[40] mistakes
[39] growth
[38] empower
[38] model

Top Words in Tweet in G5:
[180] giveaway
[171] librarians
[170] enter
[169] follow
[133] teachers
[132] book
[129] winner
[128] here's
[128] newest
[128] retweet

Top Words in Tweet in G6:
[64] edchat
[60] new
[53] post
[46] time
[38] up
[37] space
[37] ideas
[37] school
[36] blog
[36] using

Top Words in Tweet in G7:
[218] edchat
[61] education
[47] edtech
[33] teachers
[24] learning
[23] teaching
[21] students
[21] teacher
[20] classroom
[20] teach

Top Words in Tweet in G8:
[93] edchat
[80] edtech
[72] education
[59] eraser
[54] educación
[51] learning
[50] elearning
[40] tech
[32] 2018
[30] mlearning

Top Words in Tweet in G9:
[27] drlangraad
[26] history
[26] teachers
[25] never
[25] nation
[25] 6cs
[25] important
[25] thank
[25] modeling
[25] emphasizing

Top Words in Tweet in G10:
[35] t
[26] w
[24] don
[24] regieroutman
[23] brianmendler
[21] feel
[17] edchat
[17] learn
[16] principals
[16] matter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1766] amazing,edchat
[1765] black,teachers
[1765] teachers,amazing
[1764] zellieimani,black
[341] edchat,education
[291] more,edchat
[291] education,edtech
[290] agree,more
[287] saw,instagram
[287] instagram,agree

Top Word Pairs in Tweet in G1:
[1764] black,teachers
[1764] teachers,amazing
[1764] amazing,edchat
[1763] zellieimani,black

Top Word Pairs in Tweet in G2:
[276] edchat,education
[267] edutopia,edchat
[266] education,edtech
[265] edtech,elearning
[264] elearning,k12
[257] ways,check
[257] check,understanding
[257] understanding,edutopia
[255] 53,ways
[251] alex_corbitt,53

Top Word Pairs in Tweet in G3:
[116] human,nature
[116] nature,focus
[116] focus,things
[116] things,went
[116] went,wrong
[116] wrong,day
[116] day,lesson
[116] lesson,make
[116] make,space
[116] space,notice

Top Word Pairs in Tweet in G4:
[262] saw,instagram
[262] instagram,agree
[262] agree,more
[262] more,edchat
[261] mraspinall,saw
[38] empower,model
[38] model,growth
[38] growth,mindset
[38] mindset,mistakes
[38] mistakes,challenges

Top Word Pairs in Tweet in G5:
[169] librarians,follow
[129] book,giveaway
[129] giveaway,teachers
[129] teachers,librarians
[128] here's,newest
[128] newest,book
[128] follow,retweet
[128] retweet,enter
[128] enter,winner
[128] winner,announced

Top Word Pairs in Tweet in G6:
[36] new,blog
[36] blog,post
[36] post,using
[36] using,space
[36] space,asked
[36] asked,time
[36] time,ideas
[36] ideas,spruce
[36] spruce,up
[36] up,school

Top Word Pairs in Tweet in G7:
[15] education,edchat
[14] edtech,education
[14] edtech,edchat
[13] edchat,edtech
[12] edchat,education
[9] p4c,philosophyforchildren
[8] download,ultimate
[8] ultimate,p4c
[8] p4c,philosophy
[8] philosophy,children

Top Word Pairs in Tweet in G8:
[55] edtech,edchat
[29] elearning,mlearning
[18] education,educación
[16] big,data
[11] educación,edtech
[11] e,learning
[10] please,consider
[10] consider,completing
[10] completing,survey
[10] survey,https

Top Word Pairs in Tweet in G9:
[25] never,history
[25] history,nation
[25] nation,6cs
[25] 6cs,important
[25] important,thank
[25] thank,teachers
[25] teachers,modeling
[25] modeling,emphasizing
[24] drlangraad,never
[24] emphasizing,valu

Top Word Pairs in Tweet in G10:
[24] don,t
[16] principals,matter
[16] matter,important
[16] important,article
[16] article,mayor
[16] mayor,rahm
[16] rahm,confirms
[16] confirms,took
[16] took,decades
[16] decades,educator

Top Replied-To
Top Replied-To in Entire Graph:
@tcolc_edchat
@teachertoolkit
@cultofpedagogy
@ashtonmabee
@realdonaldtrump
@susanbedelman
@googledocs
@brewingate
@heartistatwork
@brianmendler

Top Replied-To in G2:
@cultofpedagogy
@thinkpix_suze
@brewingate
@alex_corbitt
@zubyog

Top Replied-To in G3:
@justintarte
@mnm12

Top Replied-To in G4:
@heartistatwork
@ditchthattxtbk
@mraspinall

Top Replied-To in G5:
@hc_torres

Top Replied-To in G10:
@brianmendler

Top Mentioned
Top Mentioned in Entire Graph:
@zellieimani
@mindshiftkqed
@mraspinall
@edutopia
@alex_corbitt
@kathleenodean
@tnvora
@eraser
@erik_youngman
@kwiens62

Top Mentioned in G1:
@zellieimani

Top Mentioned in G2:
@edutopia
@alex_corbitt
@catlin_tucker
@cultofpedagogy
@effortfuleduktr
@tiffanyalrefae
@retrievelearn
@tjohns85
@mindshiftkqed
@superbschools

Top Mentioned in G3:
@mindshiftkqed
@tnvora
@kwiens62
@stuartshanker
@jeffhiseredu
@cubeforteachers
@mraspinall
@kschwart
@justintarte
@alex_corbitt

Top Mentioned in G4:
@mraspinall
@erik_youngman
@mrmatera
@mindshiftkqed
@alex_corbitt
@edutopia
@leecrockett
@s_louis10
@mairecervenak
@lhblovesedu

Top Mentioned in G5:
@kathleenodean
@sandranwallace
@susanrossauthor
@annbradenbooks
@jarrett_lerner
@mgatheart
@holidayhousebks

Top Mentioned in G6:
@techninjatodd
@nowakro
@dwight_carter
@wes_kieschnick
@e_sheninger
@chrisclinewcps
@mraspinall
@thetechrabbi
@rigorrelevance
@thebradmontague

Top Mentioned in G7:
@ukedmag
@nyvets4trump
@ygone
@smkn1pnyk
@cueinc
@cpoole27
@dculberhouse

Top Mentioned in G8:
@eraser
@collinbrooksie
@evankirstel
@edvaldez8888
@ou_com
@14prinsp
@fundacion_exe
@mymodernmet
@rdene915
@commlabindia

Top Mentioned in G9:
@drlangraad
@teacher2teacher
@educre8ive
@kjh011
@dippystweets
@johnlpbl
@damien_cabadi
@dinisguarda
@harvardbiz
@rogerhamilton

Top Mentioned in G10:
@regieroutman
@brianmendler
@ycdsb
@stephen_hurley
@at_discipuli
@fryed
@wordsintobirds
@eladamsii
@ti_pbs

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@coopmike48
@digestwordpress
@evankirstel
@edgametec
@advocatefored
@linda_u_w_a
@eraser
@chidambara09
@huffpost

Top Tweeters in G1:
@koluwasegun_
@drtgif
@iamvega1982
@alextackie
@rosoulo
@angels_xr
@tusk8rman
@mittbritt
@ijustfangirl
@faith_filled116

Top Tweeters in G2:
@digestwordpress
@infopronetwork
@beautifully_c
@gdorn1
@ictmagic
@thembaletumbang
@ksev4
@westiesrule13
@fod3
@edutopia

Top Tweeters in G3:
@nyt
@dlhampton
@veritasardentur
@justintarte
@jackiegerstein
@speechtherapist
@romanl87
@jeffreykubiak
@angieglaw
@aeonmag

Top Tweeters in G4:
@marshawright
@chriswill1337
@revolp
@burgessdave
@lookforsun
@laura_a_diaz
@jedikermit
@wickeddecent
@mraspinall
@samanthacaucci

Top Tweeters in G5:
@yarbr012
@ohsportsgirl
@jarrett_lerner
@sumrthyme
@march4teachers
@stacieeirich
@historycomics
@mrstopcat75
@027queen
@romenendez14

Top Tweeters in G6:
@bar_zie
@iamdrwill
@learnmath4us
@techninjatodd
@erobbprincipal
@bethhill2829
@jriske
@e_sheninger
@jennifer_hogan
@paulsolarz

Top Tweeters in G7:
@jennbinis
@anete_newt
@dculberhouse
@onlineclock
@iconohash
@s_bearden
@edtechnerd
@rimwellc
@magicalmaths
@rs_re_p4c_uk

Top Tweeters in G8:
@evankirstel
@eraser
@chidambara09
@annwalthour
@calcaware
@nicochan33
@verge
@schleiderjustin
@wired
@rdene915

Top Tweeters in G9:
@guardian
@mashable
@simonlporter
@inc
@nealschaffer
@dinisguarda
@teacher2teacher
@clintcastleford
@drmaryhoward
@harvardbiz

Top Tweeters in G10:
@billnigh
@fryed
@rolat
@spkowalski
@stephen_hurley
@mobarbieri1
@wcpeters_1
@ericharvieschl
@ritaplatt
@one