gamification, Twitter, 3/26/2019 3:22:51 PM, 191725


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gamification_2019-03-26_06-16-04.xlsx
gamification_2019-03-26_06-16-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 26, 2019
Short Description:
gamification via NodeXL http://bit.ly/2Uf3jYj
@sardimperium
@meehanedu
@seriousgames123
@etwinningeurope
@getkahoot
@tishrich
@ndreasbot
@noktec
@schoology
@mrnunesteach

Top hashtags:
#gamification
#dev
#gamificación
#devclever
#edtech
#education
#gbl
#elearning

Description:
Description
The graph represents a network of 3,575 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, 26 March 2019 at 13:17 UTC.

The requested start date was Tuesday, 26 March 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 5-day, 10-hour, 38-minute period from Wednesday, 20 March 2019 at 13:21 UTC to Tuesday, 26 March 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 : 3575
Unique Edges : 4536
Edges With Duplicates : 2675
Total Edges : 7211
Number of Edge Types : 3
Mentions : 4895
Replies to : 237
Tweet : 2079
Self-Loops : 2079
Reciprocated Vertex Pair Ratio : 0.0596178343949045
Reciprocated Edge Ratio : 0.11252704977158
Connected Components : 1091
Single-Vertex Connected Components : 690
Maximum Vertices in a Connected Component : 1481
Maximum Edges in a Connected Component : 4737
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.928988
Graph Density : 0.000325505496182609
Modularity : 0.555597
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[127] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/ecc97a4be6d792ad75332fd69701b12f52822a3ae5229eb1b4298dca76a74b44d6cf25f09f961e3a3ea64fa54e017ded/1730-Smiles-BANNER-SamsungNote9-January-2019-03.jpg
[52] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/ecc97a4be6d792ad75332fd69701b12f52822a3ae5229eb1b4298dca76a74b449f946fcf6b7524e6f5d23e24f6afb8b6/1730-Smiles-BANNER-SamsungNote9-January-2019-04.jpg
[32] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/7f9f7b7cd437d30bb2d400870acac77828b1c7f7e64a3007aade36553f5a68427b308bed629e612f74d6a0649463b6f8_1xReadytoGo-Text.png
[31] http://tweetedtimes.com/v/1656
[29] https://medcitynews.com/2019/03/gaming-guru-gamification-of-health-is-marketers-selling-snake-oil-but-gaming-has-powerful-applications/
[26] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/f9c7e532817e1bc68ef2214f5b67705721236de3433030d5cdd04069bc18ee89bc2cc8f9172152f448fe63b94c4abc88_7of7-TextCopy-1x.png
[26] https://arxiv.org/pdf/1903.08918.pdf
[24] https://www.interaction-design.org/literature/article/the-persona-template-for-gamification?utm_source=twitter&utm_medium=sm
[23] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/b9f304de0f9e408109157cb29c135bf69078c604024af9c1e2222a411784e060a8f6808aa0d4f433f44a2f7af4d746ee/1729-Smiles-PUZZLE--Nouq.com-Puzzle-Feb-2019-13-English.png
[23] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/b9f304de0f9e408109157cb29c135bf69078c604024af9c1e2222a411784e060c4d537c630cac19579b97078498238cb/1729-Smiles-PUZZLE--Nouq.com-Puzzle-Feb-2019-13-Arabic.png

Top URLs in Tweet in G1:
[119] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/ecc97a4be6d792ad75332fd69701b12f52822a3ae5229eb1b4298dca76a74b44d6cf25f09f961e3a3ea64fa54e017ded/1730-Smiles-BANNER-SamsungNote9-January-2019-03.jpg
[51] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/ecc97a4be6d792ad75332fd69701b12f52822a3ae5229eb1b4298dca76a74b449f946fcf6b7524e6f5d23e24f6afb8b6/1730-Smiles-BANNER-SamsungNote9-January-2019-04.jpg
[30] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/7f9f7b7cd437d30bb2d400870acac77828b1c7f7e64a3007aade36553f5a68427b308bed629e612f74d6a0649463b6f8_1xReadytoGo-Text.png
[26] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/f9c7e532817e1bc68ef2214f5b67705721236de3433030d5cdd04069bc18ee89bc2cc8f9172152f448fe63b94c4abc88_7of7-TextCopy-1x.png
[23] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/b9f304de0f9e408109157cb29c135bf69078c604024af9c1e2222a411784e060a8f6808aa0d4f433f44a2f7af4d746ee/1729-Smiles-PUZZLE--Nouq.com-Puzzle-Feb-2019-13-English.png
[20] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/b9f304de0f9e408109157cb29c135bf69078c604024af9c1e2222a411784e060c4d537c630cac19579b97078498238cb/1729-Smiles-PUZZLE--Nouq.com-Puzzle-Feb-2019-13-Arabic.png
[14] https://medcitynews.com/2019/03/gaming-guru-gamification-of-health-is-marketers-selling-snake-oil-but-gaming-has-powerful-applications/
[13] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/2853229879e48e960cd7d7350cf8a5b520374fb1c13c97e62e8639bf58976be1dee8013d38b641e4abe5d7fc5adf4363_1xOntheMove-Text.png
[12] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/b45e6689d53f78896a413e9951e33fd058183ca524b4e379fc016f7bfe68be387ba57443c53d7e693d5a537f4a2e8b12_GetSocial1x.png
[12] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/701537b4697546cd6aac9c75843935ee901d0206b2fd1a4b2a53ba596ac0e0b3d32d90f8da8c1efe5d8e6a7888d471ab_GetSocial-Text-1x.png

Top URLs in Tweet in G2:
[26] http://tweetedtimes.com/v/1656
[9] http://www.nirandfar.com/2014/09/its-not-all-fun.html?ref=quuu&utm_source=quuu
[6] http://prezi.com/eeoicrlyrwan/whats-gamification/?utm_source=twitter&utm_medium=landing_share
[5] https://feedier.com/blog/reasons-gamification-work/?ref=quuu&utm_source=quuu
[5] https://www.prodigygame.com/blog/implementing-game-based-learning-in-the-classroom-examples/
[5] http://www.youtube.com/watch?v=_Vd57sz5cBQ&feature=youtu.be

[5] http://news.eyeka.net/2014/02/what-gamification-really-means-guest-post-from-georgecohta/#sthash.rqJVHv3q.uxfs
[5] https://www.facebook.com/gamiglobe
[4] https://snowball.digital/blog/gamification-in-enterprise-software-user-guidance
[4] https://www.interaction-design.org/literature/article/the-persona-template-for-gamification?utm_source=twitter&utm_medium=sm

Top URLs in Tweet in G3:
[20] http://tweetedtimes.com/#!/crmgamification
[20] https://www.iebschool.com/programas/master-gamification-narrativa-transmedia/?utm_source=twito&utm_medium=post&utm_content=enl
[11] http://e-learning-teleformacion.blogspot.com/2018/11/gaming-classroom-art-and-science-of-gbl.html
[9] https://www.eventbrite.co.uk/e/leamington-spa-ukie-hub-crawl-getting-investment-ready-tickets-54000344484
[8] http://tweetedtimes.com/v/674
[8] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/ecc97a4be6d792ad75332fd69701b12f52822a3ae5229eb1b4298dca76a74b44d6cf25f09f961e3a3ea64fa54e017ded/1730-Smiles-BANNER-SamsungNote9-January-2019-03.jpg
[7] https://www.professorgame.com/podcast/073/?platform=hootsuite
[7] https://twitter.com/Tabassu52948251?protected_redirect=true
[6] https://medcitynews.com/2019/03/gaming-guru-gamification-of-health-is-marketers-selling-snake-oil-but-gaming-has-powerful-applications/
[6] https://www.hrtechnologist.com/articles/learning-development/why-2019-will-be-the-year-of-gamification-in-corporate-learning/

Top URLs in Tweet in G4:
[8] https://www.mrmatera.com/wellplayed
[5] https://www.hrtechnologist.com/articles/learning-development/why-2019-will-be-the-year-of-gamification-in-corporate-learning/
[4] https://www.sententiagamification.com/the-gamification-quest
[4] https://gamicon.us/become-a-sponsor
[3] https://www.gamificationnation.com/storylines-that-work-for-business-gamification/
[3] https://www.professorgame.com/podcast/073/?platform=hootsuite
[3] https://twitter.com/tishrich/status/1109845436922130432
[3] https://classroompowerups.com/2019/03/22/theres-always-a-late-penalty/
[2] https://www.instagram.com/p/BvaAlB_I5nP/?utm_source=ig_twitter_share&igshid=btvutqm41uc3
[2] https://www.gamificationnation.com/how-do-you-want-to-make-people-feel/

Top URLs in Tweet in G5:
[6] https://www.entrepreneur.com/article/329405
[3] https://www.bilimsenligi.com/gamification-meetup-gamfed-turkiye-3-oyunlastirma-konferansi.html/
[3] https://www.mobilet.com/event/gamfed-turkiye-3oyunlastirma-konferansi-2675-d1f9
[3] https://lnkd.in/ennjWQn
[2] https://yukaichou.com/gamification-study/game-mechanics-research-candy-crush-addicting/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.youtube.com/watch?v=wkzQdM3ITXw&feature=youtu.be

[2] https://www.instagram.com/p/BvWP5fhHpm-GE7dVu1ZgKLwhLUMIMhWsHHOeVg0/?utm_source=ig_twitter_share&igshid=10h5t2p7jj3tb
[2] https://pazarlamasyon.com/markalar-oyunlastirilmis-hikaye-anlatimiyla-musterileri-nasil-cekiyorlar/
[1] https://aussieinnewyork.home.blog/2019/03/23/the-madness-has-begun/
[1] https://twi.li/Kh2sTi

Top URLs in Tweet in G6:
[12] https://twitter.com/dev_clever/status/1109049885687533568
[11] https://www.sharecast.com/news/news-and-announcements/dev-clever-releases-consumer-incentive-platform-for-oracle-epos--3803717.html
[11] http://tweetedtimes.com/topic/Gamification?s=tnp
[8] https://twitter.com/arthurtech8/status/1108647460648509440
[6] https://www.sharesmagazine.co.uk/news/market/6357931/Dev-Clever-launches-new-electronic-point-of-sale-application-for-merchants-and-operators
[5] https://twitter.com/dev_clever/status/1108657893778309120
[4] https://www.investegate.co.uk/dev-clever-holdings--dev-/rns/engage-platform--oracle-partner-integration/201903220700026466T/
[3] https://www.hl.co.uk/shares/stock-market-news/company--news/dev-clever-releases-consumer-incentive-platform-for-oracle-epos
[3] https://twitter.com/Karalia101/status/1108991400325070849
[3] https://twitter.com/Blowster85/status/1109004025641558016

Top URLs in Tweet in G7:
[3] https://www.etwinning.net/en/pub/highlights/european-prizes-winners-2019.htm
[3] https://cursus.edu/articles/42622/eidos-64-en-classe-je-joue-donc-je-suis#.XJSZ9phKjct
[3] https://cursus.edu/articles/42584/gamification-de-le-learning-quelle-strategie-adopter#.XJSawJhKjcs
[1] https://www.leslivresblancs.fr/dossier/la-gamification-de-la-theorie-la-pratique
[1] https://view.genial.ly/5bed7808667d0079f487a51b

Top URLs in Tweet in G8:
[6] https://medcitynews.com/2019/03/gaming-guru-gamification-of-health-is-marketers-selling-snake-oil-but-gaming-has-powerful-applications/
[5] http://www.apu.edu.my/apu-industry-career-seminars-2019
[5] https://www.youtube.com/watch?v=cR4r1aNPBkQ

[2] https://www.instagram.com/p/BvVfkN0l_zz/?utm_source=ig_twitter_share&igshid=1cfjfx57e0qcs
[2] http://medcitynews.com/?p=453261
[1] https://www.gamedev.net/articles/business/career-development/a-quick-guide-to-gamification-and-gamification-careers-r4965/
[1] https://www.youtube.com/user/hairygael/featured
[1] https://twitter.com/moeming/status/1109296631084666881
[1] https://twitter.com/UnrealEngine/status/1109877559054028800
[1] https://www.instagram.com/p/BvVf0E1loHV/?utm_source=ig_twitter_share&igshid=wu7usgj36hno

Top URLs in Tweet in G9:
[1] https://twitter.com/thenextweb/status/1109731294974525440
[1] https://kahoot.it

Top URLs in Tweet in G10:
[7] http://www.cityam.com/275149/level-up-your-staff-using-games-and-gamification-workplace
[2] https://www.instagram.com/jamsovaluesmarter/p/BvYTn_zDTmG/
[2] https://brightonbusiness.co1.qualtrics.com/jfe/form/SV_d066RqQ31lJhAIB
[2] https://www.youtube.com/watch?v=Q_xA0JqMWjw

[2] https://www.marcovallarino.it/gamification-tutela-salvaguardia-ambientale/
[1] http://www.cityam.com/275149/level-up-your-staff-using-games-and-gamification-workplace?ITO=apple-news&utm_source=dlvr.it&utm_medium=twitter
[1] http://www.bbc.com/future/story/20181024-the-best-age-to-learn-a-foreign-language
[1] https://www.instagram.com/jamsovaluesmarter/p/BvQlPRVjT-6/
[1] https://www.instagram.com/jamsovaluesmarter/p/BvZtXCdBO4X/
[1] https://www.jamsovaluesmarter.com/blog/gamification-jokes-for-fun

Top Domains
Top Domains in Tweet in Entire Graph:
[475] etisalat.ae
[277] twitter.com
[104] youtube.com
[91] co.uk
[87] gamificationnation.com
[76] tweetedtimes.com
[55] arxiv.org
[53] blogspot.com
[53] lnkd.in
[50] instagram.com

Top Domains in Tweet in G1:
[446] etisalat.ae
[19] twitter.com
[19] medcitynews.com
[17] lnkd.in
[17] growthhackers.com
[10] soundcloud.com
[10] co.uk
[8] youtube.com
[7] elearningindustry.com
[6] interaction-design.org

Top Domains in Tweet in G2:
[85] twitter.com
[42] youtube.com
[27] tweetedtimes.com
[23] co.uk
[16] instagram.com
[12] lnkd.in
[11] yukaichou.com
[11] facebook.com
[10] gamificationnation.com
[9] nirandfar.com

Top Domains in Tweet in G3:
[44] twitter.com
[36] tweetedtimes.com
[32] gamificationnation.com
[28] co.uk
[27] professorgame.com
[21] etisalat.ae
[20] iebschool.com
[13] blogspot.com
[12] instagram.com
[11] gamified.uk

Top Domains in Tweet in G4:
[43] gamificationnation.com
[11] professorgame.com
[8] mrmatera.com
[6] hrtechnologist.com
[5] sententiagamification.com
[5] twitter.com
[4] instagram.com
[4] gamicon.us
[3] libsyn.com
[3] apple.com

Top Domains in Tweet in G5:
[11] yukaichou.com
[6] entrepreneur.com
[4] soundcloud.com
[3] twitter.com
[3] bilimsenligi.com
[3] mobilet.com
[3] lnkd.in
[2] youtube.com
[2] instagram.com
[2] pazarlamasyon.com

Top Domains in Tweet in G6:
[66] twitter.com
[15] co.uk
[11] sharecast.com
[11] tweetedtimes.com
[2] haaretz.com
[1] schoology.com
[1] interaction-design.org
[1] wixsite.com
[1] com.ua

Top Domains in Tweet in G7:
[6] cursus.edu
[3] etwinning.net
[1] leslivresblancs.fr
[1] genial.ly

Top Domains in Tweet in G8:
[8] medcitynews.com
[6] youtube.com
[5] edu.my
[4] twitter.com
[3] instagram.com
[1] gamedev.net
[1] ducknet.net

Top Domains in Tweet in G9:
[1] twitter.com
[1] kahoot.it

Top Domains in Tweet in G10:
[8] cityam.com
[5] instagram.com
[3] youtube.com
[2] qualtrics.com
[2] marcovallarino.it
[1] bbc.com
[1] jamsovaluesmarter.com
[1] medium.com
[1] twitter.com
[1] medcitynews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2242] gamification
[457] dev
[264] gamificación
[243] devclever
[137] edtech
[128] education
[123] gbl
[111] elearning
[103] devclev
[94] gaming



Top Hashtags in Tweet in G1:
[118] gamification
[19] alm201
[12] innovation
[12] growthhacking
[11] marketing
[10] elearning
[8] gaming
[8] hr
[7] engagement
[6] vacature

Top Hashtags in Tweet in G2:
[785] gamification
[52] education
[45] dev
[43] edtech
[36] innovation
[31] elearning
[30] gamificación
[30] devclever
[29] transmedia
[27] sucola19

Top Hashtags in Tweet in G3:
[316] gamification
[216] gamificación
[76] gbl
[56] gamedesign
[52] seriousgames
[38] zaedu
[30] professorgame
[28] games4ed
[25] education
[25] edtech

Top Hashtags in Tweet in G4:
[170] gamification
[59] xplap
[37] gamifymyclassroom
[25] gamificationdesign
[18] podcast
[18] gbl
[16] games4ed
[13] gamificationdesigntips
[13] professorgame
[9] gamicon2k19

Top Hashtags in Tweet in G5:
[67] gamification
[19] alm201
[17] oyunlaştırma
[16] gamificationmeetup
[13] nextbillionedtechprize
[12] dev
[9] etp19
[9] oyunagel
[7] intrinsicmotivation
[7] studentengagement

Top Hashtags in Tweet in G6:
[375] dev
[246] gamification
[188] devclever
[95] devclev
[55] oracle
[36] engage
[20] epos
[18] careeradvice
[9] brands
[8] boom

Top Hashtags in Tweet in G7:
[40] gamification
[32] flippedclassroom
[6] momatre
[3] eidos64
[3] elearning
[2] etwinningprizes
[2] interactive
[2] online
[1] iteachmath

Top Hashtags in Tweet in G8:
[30] gamification
[21] gamedev
[14] gamedesign
[11] gamedesigner
[11] gamedeveloper
[11] designthinking
[11] gaming
[6] videogames
[5] learning
[5] education

Top Hashtags in Tweet in G9:
[5] gamification
[3] edtech
[2] alm201
[2] edchatmena
[2] novaedchat
[1] equity
[1] equality

Top Hashtags in Tweet in G10:
[24] gamification
[7] gamificationeurope
[4] metrics
[4] gamificationturkeyonlinetalks
[3] oyunlastirma
[2] goalsetting
[2] justforfun
[2] business
[2] strategy
[2] exportchampion

Top Words
Top Words in Tweet in Entire Graph:
[3550] Words in Sentiment List#1: Positive
[997] Words in Sentiment List#2: Negative
[15] Words in Sentiment List#3: Angry/Violent
[97993] Non-categorized Words
[102541] Total Words
[4124] gamification
[609] dev
[469] learning
[460] game
[365] more

Top Words in Tweet in G1:
[474] gamification
[65] gaming
[38] more
[36] learning
[35] game
[32] new
[27] health
[23] games
[23] snake
[22] use

Top Words in Tweet in G2:
[908] gamification
[99] learning
[84] game
[70] more
[58] education
[53] fun
[52] dev
[50] games
[48] here
[43] edtech

Top Words in Tweet in G3:
[615] gamification
[217] gamificación
[158] gamificationnat
[138] nos
[136] gusta
[105] march
[103] game
[94] 2019
[93] learning
[87] gbl

Top Words in Tweet in G4:
[311] gamification
[71] game
[59] xplap
[49] jbucklearns
[49] tishrich
[43] meehanedu
[38] first
[37] think
[37] gamifymyclassroom
[36] robalvarezb

Top Words in Tweet in G5:
[112] gamification
[29] gamfedturkey
[24] oyunlaştırma
[23] 3
[19] alm201
[19] bu
[19] sü
[19] düzenlenen
[17] yıl
[15] more

Top Words in Tweet in G6:
[510] dev
[325] gamification
[189] devclever
[157] oracle
[122] engage
[102] epos
[101] platform
[95] devclev
[87] dev_clever
[82] company

Top Words in Tweet in G7:
[53] gamification
[38] learning
[35] project
[32] based
[32] flippedclassroom
[32] methods
[32] used
[32] winning
[30] teaching
[29] etwinningeurope

Top Words in Tweet in G8:
[48] gamification
[24] gaming
[21] gamedev
[14] health
[14] gamedesign
[11] gamedesigner
[11] gamedeveloper
[11] designthinking
[10] nfalstein
[10] unity3d

Top Words in Tweet in G9:
[10] gamification
[8] getkahoot
[6] edchatmena
[5] gibsoni
[5] junzeybil
[5] fibonaccifreak
[5] profeedtech
[5] johnfritzky
[5] kruevans
[5] reptonadslt

Top Words in Tweet in G10:
[44] gamification
[14] article
[13] research
[12] oyunlaştırma
[11] ve
[10] gamifiplus
[10] newspaper
[10] baş
[9] game
[9] design

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[216] dev,devclever
[185] devclever,gamification
[140] gamificación,nos
[140] nos,gusta
[139] based,learning
[132] check,out
[111] game,based
[97] karalia101,dev
[88] gusta,gamificationnat
[84] dev,devclev

Top Word Pairs in Tweet in G1:
[22] gamification,health
[22] snake,oil
[18] hack,surveys
[18] surveys,incentives
[18] incentives,gamification
[18] gaming,guru
[18] guru,gamification
[18] health,marketers
[18] marketers,selling
[18] selling,snake

Top Word Pairs in Tweet in G2:
[24] dev,devclever
[23] devclever,gamification
[22] education,values
[22] values,interactive
[21] check,out
[20] aglaiauniverse,education
[20] interactive,itinerary
[20] itinerary,gamification
[19] salesmot,academy
[17] game,based

Top Word Pairs in Tweet in G3:
[136] gamificación,nos
[136] nos,gusta
[86] gusta,gamificationnat
[66] gamification,nation
[63] based,learning
[62] game,based
[54] nation,gamificationnat
[47] gamificationnat,march
[38] aprende,bases
[38] bases,gamificación

Top Word Pairs in Tweet in G4:
[41] xplap,gamification
[36] gamification,gamifymyclassroom
[34] game,inspired
[33] first,game
[33] inspired,tishrich
[33] tishrich,think
[33] think,xplap
[32] created,first
[31] jbucklearns,created
[18] check,out

Top Word Pairs in Tweet in G5:
[19] 3,sü
[19] sü,düzenlenen
[17] gamification,oyunlaştırma
[17] bu,yıl
[17] yıl,3
[14] düzenlenen,gamificationmeetup
[9] gamificationmeetup,'ta
[9] oyunu,ciddiye
[8] kahraman,sponsorumuz
[7] rock,n

Top Word Pairs in Tweet in G6:
[167] dev,devclever
[143] devclever,gamification
[76] dev,devclev
[71] karalia101,dev
[59] dev,clever
[55] cloud,based
[49] engage,platform
[34] epos,application
[32] air_chief,dev
[30] setecastronomy1,dev

Top Word Pairs in Tweet in G7:
[32] project,based
[32] based,learning
[32] learning,gamification
[32] gamification,flippedclassroom
[32] methods,used
[32] used,winning
[30] flippedclassroom,teaching
[30] teaching,methods
[28] etwinningeurope,project
[28] winning,t

Top Word Pairs in Tweet in G8:
[14] gamification,health
[11] gamedev,gamedesign
[11] gamedesign,gamedesigner
[11] gamedesigner,gamedeveloper
[10] gamedeveloper,gamification
[10] gaming,guru
[8] gamification,designthinking
[7] group,bonuses
[7] bonuses,done
[7] done,form

Top Word Pairs in Tweet in G9:
[5] junzeybil,fibonaccifreak
[5] fibonaccifreak,profeedtech
[5] profeedtech,johnfritzky
[5] johnfritzky,kruevans
[5] kruevans,reptonadslt
[5] reptonadslt,mgrosstaylor
[3] read,jamiebrooker's
[3] jamiebrooker's,article
[3] article,banning
[3] banning,phones

Top Word Pairs in Tweet in G10:
[8] eatmorepixels'in,kurucu
[8] kurucu,ortağı
[8] ortağı,ve
[8] ve,baş
[8] baş,oyunlaştırma
[8] oyunlaştırma,tasarımcısı
[8] tasarımcısı,zac
[8] zac,fitz
[8] fitz,walter
[8] walter,ile

Top Replied-To
Top Replied-To in Entire Graph:
@meehanedu
@misterjayray
@aforgottendonut
@radnip
@jbucklearns
@schmidtchemist
@hansen_j_h
@blowster85
@mrmatera
@digitalzones

Top Replied-To in G1:
@eveiawellness

Top Replied-To in G2:
@misterjayray
@meehanedu
@mrhebertpe
@jloughlin23
@rustysmart
@shreyaskorad
@wedgh
@jensgleichmann
@bfawkesespn
@tdameritrade

Top Replied-To in G3:
@dominos
@ercanaltug
@therealstanlee

Top Replied-To in G4:
@meehanedu
@mrmatera
@ncgreen_1776
@alfiekohn
@annacomalada
@sternkara
@schmidtchemist
@shawnacoppola
@alizateach
@mrscookereads

Top Replied-To in G5:
@aforgottendonut
@hansen_j_h
@dteychenne
@gamification_eu
@vp_colombo
@evancorea1
@skapbadoa
@deakinstudent7
@yukaichou
@clauddddddddd

Top Replied-To in G6:
@blowster85
@jbucklearns
@time2shinegc
@li_ag_investor
@sardimperium
@orbiradarman
@karalia101
@schmidtchemist
@cfpidiomas
@gingernutter88

Top Replied-To in G7:
@sousourel

Top Replied-To in G9:
@gibsoni
@ninathomasfcps
@abramstank95
@mr_mattstewart

Top Replied-To in G10:
@ercanaltug
@petejenkins
@gamification_eu
@totally_kira

Top Mentioned
Top Mentioned in Entire Graph:
@dev_clever
@karalia101
@sardimperium
@setecastronomy1
@jbucklearns
@tishrich
@robalvarezb
@shr21891
@meehanedu
@air_chief

Top Mentioned in G1:
@contestfactory
@cyberanimax
@pediatrics_bio
@ikotton
@erolaslan__
@judsontelemed
@gamingthemind
@evinsiderblog

Top Mentioned in G2:
@aglaiafc
@sardimperium
@shr21891
@octalysisgroup
@karalia101
@georgecohta
@bassmueller
@yukaichou
@dev_clever
@playvisit

Top Mentioned in G3:
@robalvarezb
@irenebasson
@ludigencia
@kokopus_dark
@amandacalitz
@ladywesner
@yuriquintana
@snicholson
@ama
@amerikemexico

Top Mentioned in G4:
@tishrich
@jbucklearns
@meehanedu
@mrmatera
@gamificationnat
@schmidtchemist
@monicacornetti
@robalvarezb
@pentaquest_io
@decktoys

Top Mentioned in G5:
@gamfedturkey
@gesforum
@rikualkio
@nrgss_
@ercanaltug
@dteychenne
@seppoio
@katiakaisi
@gokhanorun
@entrepreneur

Top Mentioned in G6:
@dev_clever
@karalia101
@setecastronomy1
@air_chief
@neil73171367
@arthurtech8
@allpnr
@time2shinegc
@sardimperium
@shr21891

Top Mentioned in G7:
@etwinningeurope
@sebreinders
@mathcitymap
@thot
@euerasmusplus
@profleluherne
@eidos64
@iranalatif
@sousourel
@ual

Top Mentioned in G8:
@nfalstein
@medcitynews
@levelexteam
@unity3d
@moeming
@indietopianl
@fayulrica
@asiapacificu
@mendelbouman
@ministry_xr

Top Mentioned in G9:
@getkahoot
@junzeybil
@fibonaccifreak
@profeedtech
@johnfritzky
@kruevans
@reptonadslt
@mgrosstaylor
@edchatmena
@bashaierk

Top Mentioned in G10:
@gamifiplus
@cityam
@eatmorepixels
@gamification_tr
@marigo
@totally_kira
@petejenkins
@gamification_eu
@berberalper
@medium

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@united
@indiegamedevguy
@vacaturebaan
@evankirstel
@vacaturewerk
@digestwordpress
@chrisifg
@gamergeeknews
@edgametec

Top Tweeters in G1:
@vacaturebaan
@vacaturewerk
@chrisifg
@collegaegezocht
@drpatfarrell
@feedjunknl
@spanishcountry
@growthchief
@kentbottles
@paolettacapo

Top Tweeters in G2:
@linda_u_w_a
@walmart
@pekkapuhakka
@nicochan33
@ouestfrance
@dasauge_jobs
@foxbusiness
@airfrance
@satisphactionio
@roosvanvugt

Top Tweeters in G3:
@dominos
@dnd_lich
@daverage
@iebschool
@beerandpizzaday
@waywardstrategy
@latituddigital
@scalarhumanity
@classroomcrafts
@shr21891

Top Tweeters in G4:
@alicekeeler
@burgessdave
@bledwine
@blocht574
@jedikermit
@taramartinedu
@heckawesome
@audhilly
@jmattmiller
@tishrich

Top Tweeters in G5:
@entrepreneur
@yukaichou
@elearningguild
@tubaieroglu
@pazarlamasyon
@manifest_agency
@ercanaltug
@ecampusnews
@digitalzones
@tozok1951

Top Tweeters in G6:
@voxpodcast
@davidburton1971
@blowster85
@classdojo
@educacyl
@fjmagdafuente
@stevestubbsy1
@oracle
@cfpidiomas
@aimranger1

Top Tweeters in G7:
@digitalmaverick
@edchateu
@iteachmathall
@pbalancier
@magpano
@profleluherne
@rheinandco
@thot
@euerasmusplus
@anaisabelsch

Top Tweeters in G8:
@woodstockpro
@game_devbot
@designthinkbot
@medicalquack
@indiedevdog
@sstrumello
@rimwellc
@indiegameplanet
@indiegamesharer
@medcitynews

Top Tweeters in G9:
@5naureen
@msonenote
@jeff_zoul
@profeedtech
@getkahoot
@bashaierk
@mgrosstaylor
@johnfritzky
@mindshiftkqed
@techymargaret

Top Tweeters in G10:
@edgametec
@bbcworld
@cityam
@jamsovaluesmart
@medium
@wiredsussex
@tradegovuk
@marigo
@autismpeterboro
@ghquinn2


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