gamification, Twitter, 4/9/2019 2:21:49 PM, 193117


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gamification_2019-04-09_06-16-04.xlsx
gamification_2019-04-09_06-16-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 09, 2019
Short Description:
gamification via NodeXL http://bit.ly/2UKD1xi
@sardimperium
@eduvoices
@mrmatera
@meehanedu
@scapedu
@classcraftgame
@tt_gamification
@seriousgames123
@melfenaert
@javiesping

Top hashtags:
#gamification
#gamificación
#education
#edtech
#elearning
#jouer
#xplap

Description:
Description
The graph represents a network of 4,067 Twitter users whose tweets in the requested range contained "gamification", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 09 April 2019 at 13:17 UTC.

The requested start date was Tuesday, 09 April 2019 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 6-day, 8-hour, 42-minute period from Tuesday, 02 April 2019 at 15:17 UTC to Tuesday, 09 April 2019 at 00:00 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 : 4067
Unique Edges : 5199
Edges With Duplicates : 2218
Total Edges : 7417
Number of Edge Types : 3
Mentions : 5276
Tweet : 1889
Replies to : 252
Self-Loops : 1889
Reciprocated Vertex Pair Ratio : 0.0509082753980713
Reciprocated Edge Ratio : 0.096884336320956
Connected Components : 1100
Single-Vertex Connected Components : 661
Maximum Vertices in a Connected Component : 1793
Maximum Edges in a Connected Component : 4650
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.873661
Graph Density : 0.000283374480888308
Modularity : 0.6056
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[80] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/e34e3338ab37161eb720f7738a5fd214ac5609b95661aa80ac0d8691887691124afc51d10d4c352bbe9c1c93f49cbb4b/1740-Smiles-BANNER-SamsungGalaxyS10-March-2019-4.jpg
[39] http://tweetedtimes.com/v/1656
[31] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/660fed91424f5ba5594775334b7ea6d4919e718c32caccfab844a65a2d4232e30ec0b3ceab0e70d907a87cfdfc56cf86/1739-Smiles-PUZZLE-CarrefourVoucher-Puzzle-March-2019-14.png
[27] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/e34e3338ab37161eb720f7738a5fd214ac5609b95661aa80ac0d869188769112f718c9c284c61b02dc4cfbb249479cbf/1740-Smiles-BANNER-SamsungGalaxyS10-March-2019-3.jpg
[26] http://tweetedtimes.com/#!/crmgamification
[24] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/7f9f7b7cd437d30bb2d400870acac77828b1c7f7e64a3007aade36553f5a68427b308bed629e612f74d6a0649463b6f8_1xReadytoGo-Text.png
[24] https://www.franceculture.fr/emissions/entendez-vous-leco/les-jeux-de-leconomie-44-le-controle-par-le-jeu
[24] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/660fed91424f5ba5594775334b7ea6d4919e718c32caccfab844a65a2d4232e3aad5dbcdd49e7ca0bd7bec64c3794084/1739-Smiles-PUZZLE-CarrefourVoucher-Puzzle-March-2019-13.png
[23] https://toolkits.eu/
[19] https://elearningindustry.com/gamification-techniques-for-corporate-training-work-7

Top URLs in Tweet in G1:
[80] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/e34e3338ab37161eb720f7738a5fd214ac5609b95661aa80ac0d8691887691124afc51d10d4c352bbe9c1c93f49cbb4b/1740-Smiles-BANNER-SamsungGalaxyS10-March-2019-4.jpg
[31] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/660fed91424f5ba5594775334b7ea6d4919e718c32caccfab844a65a2d4232e30ec0b3ceab0e70d907a87cfdfc56cf86/1739-Smiles-PUZZLE-CarrefourVoucher-Puzzle-March-2019-14.png
[27] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/e34e3338ab37161eb720f7738a5fd214ac5609b95661aa80ac0d869188769112f718c9c284c61b02dc4cfbb249479cbf/1740-Smiles-BANNER-SamsungGalaxyS10-March-2019-3.jpg
[24] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/660fed91424f5ba5594775334b7ea6d4919e718c32caccfab844a65a2d4232e3aad5dbcdd49e7ca0bd7bec64c3794084/1739-Smiles-PUZZLE-CarrefourVoucher-Puzzle-March-2019-13.png
[24] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/7f9f7b7cd437d30bb2d400870acac77828b1c7f7e64a3007aade36553f5a68427b308bed629e612f74d6a0649463b6f8_1xReadytoGo-Text.png
[15] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/2853229879e48e960cd7d7350cf8a5b520374fb1c13c97e62e8639bf58976be1dee8013d38b641e4abe5d7fc5adf4363_1xOntheMove-Text.png
[14] https://www.youtube.com/playlist?list=PL4BzbPEEokS73XEudsdir4ynJJLZ3XVPo

[13] https://elearningindustry.com/gamification-techniques-for-corporate-training-work-7
[13] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/f9c7e532817e1bc68ef2214f5b67705721236de3433030d5cdd04069bc18ee89bc2cc8f9172152f448fe63b94c4abc88_7of7-TextCopy-1x.png
[13] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/e965461f4a2f055e2b6ee0b23c681f362d4c70addee6dbc95c01151d51f264ade5e93c042897bf0e1fd76a6f7a7dc8e0_1xFoodGuru-Text.png

Top URLs in Tweet in G2:
[39] http://tweetedtimes.com/v/1656
[14] https://feedier.com/blog/reasons-gamification-work/?ref=quuu&utm_source=quuu
[14] https://www.ou.nl/-/rage-project-voor-serious-gaming-zeer-succesvol-afgerond?utm_source=Twitter&utm_medium=Social&utm_campaign=Onderwijswetenschappen
[9] https://www.youtube.com/watch?v=cR4r1aNPBkQ

[9] https://onderwijsinnovatie.ou.nl/oi-maart-19/serious-gaming-in-opleiding-verpleegkunde/
[7] https://disruptive.asia/big-data-game-design/
[7] https://toolkits.eu/
[7] https://www.faithdrivenentrepreneur.org/podcast-inventory/2019/4/1/episode-50-doing-good-by-gaming-the-system-yu-kai-chou-pioneer-of-gamification-and-creator-of-octalysis-prime-framework
[6] https://twitter.com/TheoBastiaens/status/1114826582835834882
[6] https://www.interaction-design.org/literature/article/bartle-s-player-types-for-gamification

Top URLs in Tweet in G3:
[14] http://tweetedtimes.com/#!/crmgamification
[8] https://knowledge.wharton.upenn.edu/article/people-love-games-but-does-gamification-work/
[7] https://octalysisgroup.com/2019/04/how-to-make-corporate-training-more-engaging-with-gamification/
[6] https://twitter.com/gamifiplus/status/1114100778334076928
[6] https://www.professorgame.com/podcast/075/?platform=hootsuite
[6] https://gamificationnation.com/preventing-bad-gamification/?utm_campaign=preventing-bad-gamification&utm_medium=social_link&utm_source=missinglettr
[5] https://yukaichou.com/gamification-study/gamification-manipulation-ethics/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[5] https://www.gamificationnation.com/is-gamification-good-or-bad/
[5] http://plus7intelligence.com/?p=997
[5] http://www.semanticconsulting.com.au/2016/12/23/exactly-digital-health/

Top URLs in Tweet in G4:
[9] https://go.glideapps.com/play/ICAXyAes2QvV2XHVMFIU
[8] https://flumarketing.com/el-inmenso-potencial-de-playful-design-para-crear-experiencias-divertidas/
[2] https://view.genial.ly/5c80df30f689c356bed7dd7c
[1] https://view.genial.ly/5ca07717729926491683646e
[1] https://www.helloasso.com/associations/eduvoices/evenements/atelier-eduvoices-lehavre-creer-un-escape-game-pedagogique
[1] https://docs.google.com/presentation/d/1KmdxdvhLQlr4BPVE19dkCJVmTSSEDdL5O5ET0qYnVC0/edit#slide=id.p39
[1] https://www.ludomag.com/2019/03/margarida-romero-a-eidos64-jouer-pour-apprendre/

Top URLs in Tweet in G5:
[15] http://tweetedtimes.com/topic/Gamification?s=tnp
[2] https://www.edsurge.com/news/2018-05-30-when-students-design-their-own-games-they-learn-way-more-than-coding
[1] https://youtube.com/watch?v=t_cwSGVUDWg

[1] https://elearningindustry.com/gamification-techniques-for-corporate-training-work-7
[1] http://ditchthattextbook.com/2018/10/19/12-must-have-templates-for-teachers-and-students/
[1] https://catlintucker.com/2014/04/research-meets-gamification-with-a-google-a-day/
[1] https://www.uisources.com/app/duolingo
[1] https://www.eventbrite.co.uk/e/twilioquest-tea-time-tickets-58635596648
[1] https://www.nytimes.com/2019/04/04/opinion/xi-jinping-thought-app.html
[1] https://itunes.apple.com/us/app/clip2comic-caricature-maker/id876328355?mt=8

Top URLs in Tweet in G6:
[3] https://www.mrmatera.com/wellplayed
[3] https://www.youtube.com/watch?v=0STE5kt0BEo&feature=youtu.be

[1] https://www.tisharichmond.com/blog/connect-the-four-a-vocabulary-game-for-any-classroom
[1] https://www.edsurge.com/news/2018-05-30-when-students-design-their-own-games-they-learn-way-more-than-coding
[1] https://www.mrmatera.com/explore-like-a-pirate/standard-based-gradebook
[1] https://www.youtube.com/watch?v=GdE3pxbyig4&feature=youtu.be

[1] https://www.youtube.com/watch?v=7uJxcwulFTc&feature=youtu.be

[1] https://www.youtube.com/watch?v=p6N6ies2FDY&feature=youtu.be

[1] https://sites.google.com/u/0/s/0B4zz5PB2AbTsTjNyeTdZUWtHMkk/edit?authuser=0
[1] http://www.usmsummerspark.org/

Top URLs in Tweet in G7:
[11] https://itunes.apple.com/us/app/clip2comic-caricature-maker/id876328355?mt=8
[4] https://www.teacherswithapps.com/roxie-munro-on-gamification-and-the-value-of-visuals/
[2] https://gotteched.com/epii11-gamification-motivating-students/
[1] https://www.prodigygame.com/blog/best-math-apps-for-kids/?utm_source=twitter&utm_medium=blog&utm_campaign=blogpromotion
[1] https://educatoral.wordpress.com/2019/04/02/sharing-diigo-links-and-resources-weekly-57/
[1] https://www.prodigygame.com/blog/best-math-apps-for-kids/?ref=quuu&utm_source=quuu
[1] https://www.entrepreneur.com/article/329090
[1] https://edu.sphero.com/remixes/4399376
[1] https://www.forbes.com/sites/johneverhard/2019/03/29/preparing-the-future-workforce-gamification-can-help-schools-play-their-cards-right/#cfdf8a160a01

Top URLs in Tweet in G8:
[5] https://www.linkedin.com/feed/update/urn:li:activity:6520273196829286400
[3] https://twitter.com/setecastronomy1/status/1113842637348442115
[3] http://bit.ly/2TBu5pu
[2] https://twitter.com/dev_clever/status/1113060255498350592
[2] https://www.nytimes.com/2019/04/04/opinion/xi-jinping-thought-app.html
[2] https://twi.li/4kxgl1
[2] https://koantic.com/blog/create-interactive-videos/
[2] https://twitter.com/hintondm/status/1112691974526640128
[1] https://twitter.com/dev_clever/status/1108657893778309120
[1] https://www.linkedin.com/feed/update/urn:li:activity:6520274817780973568

Top URLs in Tweet in G9:
[8] https://catlintucker.com/2014/04/research-meets-gamification-with-a-google-a-day
[2] http://ditchthattextbook.com/?p=8262
[1] http://ditchthattextbook.com/?p=4229
[1] http://ditchthattextbook.com/2016/04/21/game-show-classroom-comparing-kahoot-quizizz-quizlet-live-and-quizalize/
[1] https://twitter.com/DitchThatTxtbk/status/1113818254978379776

Top URLs in Tweet in G10:
[1] http://academy.schooleducationgateway.eu/web/learning-with-creativity-let-the-game-begin?utm_medium=social&utm_source=twitter&utm_campaign=Games+MOOC&utm_content=eun
[1] https://twitter.com/eu_schoolnet/status/1114047268926238720?s=21

Top Domains
Top Domains in Tweet in Entire Graph:
[353] etisalat.ae
[217] twitter.com
[106] gamificationnation.com
[100] tweetedtimes.com
[75] youtube.com
[62] elearningindustry.com
[55] lnkd.in
[51] co.uk
[50] blogspot.com
[40] medium.com

Top Domains in Tweet in G1:
[349] etisalat.ae
[36] twitter.com
[24] elearningindustry.com
[23] youtube.com
[14] lnkd.in
[10] co.uk
[9] lemonde.fr
[7] agendadigitale.eu
[7] uxplanet.org
[6] tweetedtimes.com

Top Domains in Tweet in G2:
[76] twitter.com
[42] tweetedtimes.com
[24] lnkd.in
[24] whappy.it
[23] ou.nl
[22] gamificationnation.com
[22] youtube.com
[15] co.uk
[14] feedier.com
[12] blogspot.com

Top Domains in Tweet in G3:
[70] gamificationnation.com
[24] professorgame.com
[21] twitter.com
[19] yukaichou.com
[17] bunchball.com
[16] tweetedtimes.com
[11] octalysisgroup.com
[9] youtube.com
[8] upenn.edu
[8] nytimes.com

Top Domains in Tweet in G4:
[9] glideapps.com
[8] flumarketing.com
[3] genial.ly
[1] helloasso.com
[1] google.com
[1] ludomag.com

Top Domains in Tweet in G5:
[15] tweetedtimes.com
[2] edsurge.com
[2] twitter.com
[1] youtube.com
[1] elearningindustry.com
[1] ditchthattextbook.com
[1] catlintucker.com
[1] uisources.com
[1] co.uk
[1] nytimes.com

Top Domains in Tweet in G6:
[8] youtube.com
[4] mrmatera.com
[3] google.com
[3] twitter.com
[1] tisharichmond.com
[1] edsurge.com
[1] usmsummerspark.org
[1] eventbrite.com
[1] wordpress.com

Top Domains in Tweet in G7:
[11] apple.com
[4] teacherswithapps.com
[2] gotteched.com
[2] prodigygame.com
[1] wordpress.com
[1] entrepreneur.com
[1] sphero.com
[1] forbes.com

Top Domains in Tweet in G8:
[14] twitter.com
[7] linkedin.com
[3] bit.ly
[2] youtube.com
[2] nytimes.com
[2] twi.li
[2] koantic.com
[2] zurl.co
[1] vimeo.com
[1] yomken.com

Top Domains in Tweet in G9:
[8] catlintucker.com
[4] ditchthattextbook.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] schooleducationgateway.eu
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2304] gamification
[255] gamificación
[163] education
[146] edtech
[122] elearning
[99] jouer
[97] xplap
[93] marketing
[92] learning
[91] technology



Top Hashtags in Tweet in G1:
[134] gamification
[18] edtech
[17] classroom
[16] education
[15] school
[15] learn
[14] reform
[14] future
[14] mixed_reality
[14] student

Top Hashtags in Tweet in G2:
[953] gamification
[56] edtech
[46] education
[38] elearning
[37] marketing
[35] learning
[29] edchat
[29] news
[27] tel
[27] opleiden

Top Hashtags in Tweet in G3:
[371] gamification
[94] gamificación
[60] gbl
[58] gamificationdesign
[57] seriousgames
[43] professorgame
[42] podcast
[27] games4ed
[26] gamejam
[20] gamificationdesigntips

Top Hashtags in Tweet in G4:
[99] jouer
[34] gamification
[26] escapegame
[17] ludification
[17] genially
[12] modèles
[8] playful
[5] seriousgame
[4] egpeda
[4] jeu

Top Hashtags in Tweet in G5:
[28] gamification
[9] eggdashchallenge
[7] edrenaline
[6] shapetampa
[5] maths
[3] sonoslam19
[3] education
[2] sonoslam
[2] xplap
[2] aium2019

Top Hashtags in Tweet in G6:
[68] xplap
[58] gamification
[15] usmspark
[12] sbg
[8] gamemyclass
[6] edchat
[4] tlap
[4] games4ed
[3] mlmagical
[3] wearecarter

Top Hashtags in Tweet in G7:
[26] gamification
[12] edtech
[11] scienceteacher
[4] edchat
[2] digln
[2] k12
[2] quickdraw
[2] classcraft
[2] math
[2] instructionaldesign4life

Top Hashtags in Tweet in G8:
[70] gamification
[56] dev
[25] devclever
[16] victar
[13] educate
[6] careers
[6] wolfline
[5] engage
[5] devclev
[5] economics

Top Hashtags in Tweet in G9:
[31] gamification
[27] hyperdocs
[8] edchat
[8] research
[3] eduprotocols
[3] ditchbook
[1] dcschat
[1] xplap
[1] startingsmall
[1] funinp4

Top Hashtags in Tweet in G10:
[14] classroom
[4] gamification
[1] gamescourse
[1] eoi
[1] certification
[1] languagelearning

Top Words
Top Words in Tweet in Entire Graph:
[3620] Words in Sentiment List#1: Positive
[1077] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[103000] Non-categorized Words
[107697] Total Words
[2312] #gamification
[1941] gamification
[402] s
[397] more
[374] game

Top Words in Tweet in G1:
[420] gamification
[134] #gamification
[58] game
[44] learning
[37] more
[36] training
[36] out
[28] games
[27] work
[26] learn

Top Words in Tweet in G2:
[953] #gamification
[243] gamification
[97] more
[87] game
[81] van
[56] out
[56] #edtech
[53] op
[51] use
[49] see

Top Words in Tweet in G3:
[373] #gamification
[201] gamification
[139] gamificationnat
[94] #gamificación
[92] nos
[92] gusta
[68] more
[68] robalvarezb
[67] 2019
[65] game

Top Words in Tweet in G4:
[198] s
[198] arrête
[198] parce
[198] qu
[198] devient
[198] vieux
[108] eduvoices
[106] pas
[101] jouer
[99] ne

Top Words in Tweet in G5:
[35] gamification
[28] #gamification
[25] more
[17] see
[16] creaghb
[16] rubbleem
[14] learn
[14] meehanedu
[13] time
[12] play

Top Words in Tweet in G6:
[68] #xplap
[58] #gamification
[49] mrmatera
[38] game
[35] gamification
[30] students
[28] up
[20] classroom
[19] join
[17] tishrich

Top Words in Tweet in G7:
[26] #gamification
[16] classcraftgame
[16] students
[14] one
[13] book
[12] cool
[12] ss
[12] drawings
[12] #edtech
[11] app

Top Words in Tweet in G8:
[70] #gamification
[56] #dev
[29] dev_clever
[25] #devclever
[19] devclever
[19] time2shinegc
[19] wireduk
[19] vr360_news
[19] technews_today
[16] #victar

Top Words in Tweet in G9:
[31] #gamification
[29] templates
[28] teachers
[27] 12
[27] students
[27] #hyperdocs
[27] newsletters
[27] daily
[27] check
[26] ditchthattxtbk

Top Words in Tweet in G10:
[15] games
[15] learning
[14] eu_schoolnet
[14] stimulate
[14] problem
[14] solving
[14] encourage
[14] experiential
[14] increase
[14] motivation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[198] s,arrête
[198] parce,qu
[198] devient,vieux
[163] #gamificación,nos
[163] nos,gusta
[102] check,out
[101] george,bernard
[100] ne,s
[99] arrête,pas
[99] pas,#jouer

Top Word Pairs in Tweet in G1:
[20] 7,gamification
[20] gamification,techniques
[19] techniques,corporate
[19] corporate,training
[18] training,work
[14] watch,support
[14] support,schools
[14] schools,future
[14] future,#education
[14] #education,#school

Top Word Pairs in Tweet in G2:
[36] lees,meer
[30] rage,project
[30] project,vlaggenschip
[30] vlaggenschip,van
[30] van,horizon2020
[30] horizon2020,programma
[30] programma,van
[30] van,europese
[30] europese,commissie
[30] commissie,kreeg

Top Word Pairs in Tweet in G3:
[92] #gamificación,nos
[92] nos,gusta
[59] gusta,gamificationnat
[44] gamification,nation
[39] #professorgame,#podcast
[38] nation,gamificationnat
[35] gamificationnat,april
[22] revisit,#professorgame
[22] #gamejam,jamtodayeu
[20] #gamification,#gamificationdesign

Top Word Pairs in Tweet in G4:
[198] s,arrête
[198] parce,qu
[198] devient,vieux
[99] ne,s
[99] arrête,pas
[99] pas,#jouer
[99] #jouer,parce
[99] qu,devient
[99] vieux,devient
[99] vieux,parce

Top Word Pairs in Tweet in G5:
[16] creaghb,rubbleem
[15] see,more
[9] gamification,learning
[8] learning,inspiring
[8] inspiring,teaching
[8] teaching,others
[8] others,feeding
[8] feeding,soul
[8] soul,doing
[8] doing,creaghb

Top Word Pairs in Tweet in G6:
[14] up,game
[13] mrmatera,join
[13] usmspark,#xplap
[13] level,up
[12] #xplap,crew
[12] crew,level
[12] game,#usmspark
[12] #usmspark,miss
[12] miss,gamification
[12] gamification,guru

Top Word Pairs in Tweet in G7:
[11] cool,app
[11] app,found
[11] found,ss
[11] ss,ts
[11] ts,turn
[11] turn,photos
[11] photos,comic
[11] comic,book
[11] book,drawings
[11] drawings,#scienceteacher

Top Word Pairs in Tweet in G8:
[25] #dev,#devclever
[21] #dev,dev_clever
[19] #devclever,#gamification
[19] time2shinegc,#dev
[16] setecastronomy1,#dev
[12] dev_clever,wireduk
[12] wireduk,techcrunch
[12] techcrunch,techworldnews
[12] techworldnews,vrfocus
[12] vrfocus,vr360_news

Top Word Pairs in Tweet in G9:
[27] 12,templates
[27] templates,teachers
[27] teachers,students
[27] students,#hyperdocs
[27] #hyperdocs,newsletters
[27] newsletters,daily
[27] daily,check
[27] check,#gamification
[22] ditchthattxtbk,12
[22] #gamification,#edu

Top Word Pairs in Tweet in G10:
[14] games,stimulate
[14] stimulate,problem
[14] problem,solving
[14] solving,encourage
[14] encourage,experiential
[14] experiential,learning
[14] learning,increase
[14] increase,motivation
[14] motivation,#classroom
[13] eu_schoolnet,games

Top Replied-To
Top Replied-To in Entire Graph:
@dechantcarla
@ahmed_hossam88
@meehanedu
@mrmatera
@tjip
@dteychenne
@sigmundchuck
@katfox93
@emmastanmore
@danielcairns

Top Replied-To in G2:
@emmastanmore
@fionajjordan
@playbe
@docvs1
@kborgeat
@fifi_0101
@itspeachmimi
@hansen_j_h
@sabinepahl
@r_solymosi

Top Replied-To in G3:
@ahmed_hossam88
@sigmundchuck
@bettyadamou
@peopuhc4qmrxgvr
@rich_lloyd
@jlminoi
@kkapp
@gamification_eu
@finfit

Top Replied-To in G5:
@meehanedu
@katfox93
@lizlum
@foes4sports
@ergatoruf
@j_westwood
@powernauts
@gamilearn
@physeddepot
@stacy_maier

Top Replied-To in G6:
@mrmatera
@sreason329
@lesliejmcc
@drp_principal
@meehanedu
@jcoswald
@jloughlin23

Top Replied-To in G7:
@_shawnyoung_
@kschob7
@heymissteach
@everydayteach
@spheroedu

Top Replied-To in G8:
@dev_clever
@astraffon
@cp_kcallahan
@wallachlegal
@rachelleeobrien
@hintondm

Top Replied-To in G9:
@twfelty
@techie_teacher1

Top Replied-To in G10:
@dechantcarla
@deirdrebm

Top Mentioned
Top Mentioned in Entire Graph:
@eduvoices
@ludigencia
@sardimperium
@aglaiafc
@robalvarezb
@mrmatera
@kokopus_dark
@eraser
@dev_clever
@gameboardtech

Top Mentioned in G1:
@hdblog
@nugbase
@danbiewener
@edaqa
@softcovervr
@jljovanovic
@casinolifemag
@techsmartboss

Top Mentioned in G2:
@sardimperium
@pekkapuhakka
@feedierapp
@ludigencia
@yukaichou
@robalvarezb
@eraser
@gamificationnat
@unity3d
@georgecohta

Top Mentioned in G3:
@robalvarezb
@kokopus_dark
@jamtodayeu
@sigmundchuck
@yukaichou
@enti_bcn
@daverage
@sardimperium
@sarnab75
@ahmed_hossam88

Top Mentioned in G4:
@eduvoices
@scapedu
@melfenaert
@genially_fr
@lh_lehavre
@canope_76_lh
@flumarketing
@flas
@margaridaromero
@cardielille

Top Mentioned in G5:
@creaghb
@rubbleem
@meehanedu
@dgoodasgold
@aiumul
@ergatoruf
@physeddepot
@powernauts
@fauquierhs
@atypicalgeneric

Top Mentioned in G6:
@mrmatera
@tishrich
@heckawesome
@usmspark
@mpilakow
@mrbol
@misterwashburn
@youtube
@burgessdave
@jbucklearns

Top Mentioned in G7:
@classcraftgame
@aliciamotter
@kniht_tnereffid
@hestechdesign
@google
@prodigygame
@spheroedu
@sphero
@sardimperium
@mraversano

Top Mentioned in G8:
@dev_clever
@time2shinegc
@wireduk
@vr360_news
@technews_today
@setecastronomy1
@techcrunch
@techworldnews
@vrfocus
@vrplanet

Top Mentioned in G9:
@ditchthattxtbk
@quizizz
@getkahoot
@catlin_tucker
@quizletlive
@gimkit
@jmattmiller
@stottern
@eduprotocols
@jaredrlopatin

Top Mentioned in G10:
@eu_schoolnet
@eoisantiago
@eoicorunha
@jggpanchete50
@dechantcarla
@agoraabierta
@azaharatic
@manuel_do_rio
@flipgrid
@deirdrebm

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@sectest9
@lopezgovlaw
@indiegamedevguy
@evankirstel
@techedvocate
@razzletazzlemag
@edgametec
@lynch39083
@advocatefored

Top Tweeters in G1:
@razzletazzlemag
@webissimo
@hedgely
@everyeye
@hdblog
@durff
@getrealodds
@douchebagstrat
@eb2b_design
@djzentao

Top Tweeters in G2:
@sectest9
@indiegamedevguy
@4pawshop
@sam___hurley
@juandoming
@pekkapuhakka
@game_devbot
@italiastartup_
@rwang0
@machinelearn_d

Top Tweeters in G3:
@kotaknaren
@business
@nytimes
@caring_mobile
@sternde
@daverage
@iebschool
@shrmnextchat
@tjseer
@elmformacion

Top Tweeters in G4:
@rldi_lamy
@milasaintanne
@johannacornou
@proflpmad
@ya_f
@rheinandco
@mathilded_v
@coreflechir
@uqccm
@melfenaert

Top Tweeters in G5:
@sharonodea
@gemma_finnegan
@avantgame
@lizlum
@capital_finserv
@techymargaret
@gtoppo
@heydrnik
@techcoachlaura
@meehanedu

Top Tweeters in G6:
@burgessdave
@rdene915
@jedikermit
@ryan7read
@mr_isaacs
@taramartinedu
@heckawesome
@tishrich
@techchef4u
@mrgfactoftheday

Top Tweeters in G7:
@alicekeeler
@ncte
@google
@scalarhumanity
@teachersapps
@scbwi_bi
@sphero
@kidlittv_nyc
@onenoteedu
@classcraftgame

Top Tweeters in G8:
@edgametec
@businessinsider
@thr
@chriswill1337
@techcrunch
@forbestech
@cvpayne
@wireduk
@dimartinobooth
@dielmer

Top Tweeters in G9:
@iamdrwill
@jcorippo
@wfryer
@rmbyrne
@spencerideas
@jmattmiller
@karlymoura
@tommyspall
@getkahoot
@catlin_tucker

Top Tweeters in G10:
@vievararosel
@flipgrid
@edchateu
@agoraabierta
@losdel592
@cfdezmunin
@lidijakralj
@azaharatic
@diana_pastoriza
@eu_schoolnet