gamification, Twitter, 4/23/2019 2:08:42 PM, 194634


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gamification_2019-04-23_06-16-05.xlsx
gamification_2019-04-23_06-16-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 23, 2019
Short Description:
gamification via NodeXL http://bit.ly/2VjdonD
@sardimperium
@ndreasbot
@meehanedu
@physeddepot
@aaronasenciofer
@glynnmark
@ditchthattxtbk
@mrowens_math
@seriousgames123
@ercanaltug

Top hashtags:
#gamification
#gamificación
#education
#edtech
#learning
#gaming

Description:
Description
The graph represents a network of 3,546 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, 23 April 2019 at 13:17 UTC.

The requested start date was Tuesday, 23 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 7-day, 3-hour, 14-minute period from Monday, 15 April 2019 at 20:41 UTC to Monday, 22 April 2019 at 23:55 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 : 3546
Unique Edges : 4349
Edges With Duplicates : 2564
Total Edges : 6913
Number of Edge Types : 3
Replies to : 222
Mentions : 4506
Tweet : 2185
Self-Loops : 2185
Reciprocated Vertex Pair Ratio : 0.0535172413793103
Reciprocated Edge Ratio : 0.101597276774025
Connected Components : 1158
Single-Vertex Connected Components : 763
Maximum Vertices in a Connected Component : 1540
Maximum Edges in a Connected Component : 4585
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.819968
Graph Density : 0.000303804839398691
Modularity : 0.531323
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[160] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/e34e3338ab37161eb720f7738a5fd214ac5609b95661aa80ac0d8691887691124afc51d10d4c352bbe9c1c93f49cbb4b/1740-Smiles-BANNER-SamsungGalaxyS10-March-2019-4.jpg
[81] 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
[59] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/e34e3338ab37161eb720f7738a5fd214ac5609b95661aa80ac0d869188769112f718c9c284c61b02dc4cfbb249479cbf/1740-Smiles-BANNER-SamsungGalaxyS10-March-2019-3.jpg
[48] http://tweetedtimes.com/v/1656
[44] http://tweetedtimes.com/#!/crmgamification
[38] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/7f9f7b7cd437d30bb2d400870acac77828b1c7f7e64a3007aade36553f5a68427b308bed629e612f74d6a0649463b6f8_1xReadytoGo-Text.png
[29] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/f9c7e532817e1bc68ef2214f5b67705721236de3433030d5cdd04069bc18ee89bc2cc8f9172152f448fe63b94c4abc88_7of7-TextCopy-1x.png
[26] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/2853229879e48e960cd7d7350cf8a5b520374fb1c13c97e62e8639bf58976be1dee8013d38b641e4abe5d7fc5adf4363_1xOntheMove-Text.png
[24] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/b896e130ba587aa3411502df97afc569ca80147a473ac897cc8b20c92523669db41e9b271f8f2ee96910061a766fd30b_1xSmartSaver-Text.png
[24] https://www.startus-insights.com/innovators-guide/4-top-gamification-startups-out-of-500-in-logistics/

Top URLs in Tweet in G1:
[153] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/e34e3338ab37161eb720f7738a5fd214ac5609b95661aa80ac0d8691887691124afc51d10d4c352bbe9c1c93f49cbb4b/1740-Smiles-BANNER-SamsungGalaxyS10-March-2019-4.jpg
[76] 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
[57] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/e34e3338ab37161eb720f7738a5fd214ac5609b95661aa80ac0d869188769112f718c9c284c61b02dc4cfbb249479cbf/1740-Smiles-BANNER-SamsungGalaxyS10-March-2019-3.jpg
[38] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/7f9f7b7cd437d30bb2d400870acac77828b1c7f7e64a3007aade36553f5a68427b308bed629e612f74d6a0649463b6f8_1xReadytoGo-Text.png
[29] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/f9c7e532817e1bc68ef2214f5b67705721236de3433030d5cdd04069bc18ee89bc2cc8f9172152f448fe63b94c4abc88_7of7-TextCopy-1x.png
[26] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/2853229879e48e960cd7d7350cf8a5b520374fb1c13c97e62e8639bf58976be1dee8013d38b641e4abe5d7fc5adf4363_1xOntheMove-Text.png
[22] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/b896e130ba587aa3411502df97afc569ca80147a473ac897cc8b20c92523669db41e9b271f8f2ee96910061a766fd30b_1xSmartSaver-Text.png
[21] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/c9a900ef474a05745df0d626cd607d52c63cf33b563e01ba24c66702f7d64c0e80905fcc115c64c0845dc58b45143858/1xPuzzle-NewonSmiles-Incomplete-English.png
[20] 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
[20] https://smiles.etisalat.ae/rest/service/shareGM?imageUrl=https://gamification.etisalat.ae/pub/images/prod/7f9f7b7cd437d30bb2d400870acac77828b1c7f7e64a3007aade36553f5a6842ba563c987d68fc3e9a61cb0a1edc6640_1xReadytoGo-Arabic.png

Top URLs in Tweet in G2:
[23] https://www.startus-insights.com/innovators-guide/4-top-gamification-startups-out-of-500-in-logistics/
[21] https://www.hyperstarter.com/kickstarter/vorpal-tokens
[19] http://tweetedtimes.com/v/1656
[11] https://loleiu.io/
[11] https://feedier.com/blog/reasons-gamification-work/?ref=quuu&utm_source=quuu
[10] https://feedier.com/blog/reasons-gamification-work/
[8] https://www.ou.nl/-/rage-project-voor-serious-gaming-zeer-succesvol-afgerond?utm_source=Twitter&utm_medium=Social&utm_campaign=Onderwijswetenschappen
[7] https://www.facebook.com/gamiglobe
[7] https://www.youtube.com/watch?v=cR4r1aNPBkQ

[7] http://www.nonsolomarketing.it

Top URLs in Tweet in G3:
[28] http://tweetedtimes.com/v/1656
[9] http://www.elearninglearning.com/?query=experiential
[9] learning
[9] 2019&open-article-id=10167276&article-title=elearning-trends-in-2019--how-to-use-them-to-enhance-your-learning-strategy&blog-domain=quodeckspeak.com&blog-title=quodeck
[6] https://www.professorgame.com/podcast/077
[6] https://trainingmag.com/trgmag-article/player-types-don%E2%80%99t-play-well-learning/
[4] http://www.professorgame.com/
[4] https://www.gamificationnation.com/podcast-10-how-to-create-engagement-in-your-community-with-gamification/
[4] https://www.gamificationnation.com/what-should-be-in-my-book-on-gamification-of-learning/
[4] https://gamifyeurope.com/

Top URLs in Tweet in G4:
[7] https://www.gc-solutions.net/blog/a-glance-at-popular-e-learning-trends-that-will-improve-your-business-value/
[2] https://twitter.com/DitchThatTxtbk/status/1118878956604706817
[1] http://ditchthattextbook.com/?p=7889
[1] http://ditchthattextbook.com/?p=8262
[1] http://citep.rec.uba.ar/ultimatum/
[1] https://www.daveburgessconsulting.com/2019/04/14/eggdashchallenge-by-john-meehan/
[1] https://wakelet.com/wake/6cde6d75-13b2-4581-9577-864c7d5fea74
[1] https://twitter.com/bwaughmali/status/1111744660903546885
[1] https://docs.google.com/presentation/d/1WSoejtpvyg1qtlsBcTOxdPQcTO1CtMCoppS2s3EejFk/edit#slide=id.g5813a319eb_0_4

Top URLs in Tweet in G5:
[42] http://tweetedtimes.com/#!/crmgamification
[13] https://www.iebschool.com/programas/master-gamification-narrativa-transmedia/?utm_source=twito&utm_medium=post&utm_content=enl
[10] http://tweetedtimes.com/v/674
[8] http://e-learning-teleformacion.blogspot.com/2019/02/ethics-and-games-talos-principle-by.html
[8] http://e-learning-teleformacion.blogspot.com/2018/10/the-neurology-of-gaming-infographic.html
[8] https://toolkits.eu/
[7] http://e-learning-teleformacion.blogspot.com/2018/10/comunicacion-y-pedagogia-n-307-308.html
[6] http://e-learning-teleformacion.blogspot.com/2019/01/assim-xiii-seminario-sejeec-jogos.html
[4] http://e-learning-teleformacion.blogspot.com/2018/11/gaming-classroom-art-and-science-of-gbl.html
[2] http://e-learning-teleformacion.blogspot.com/2018/09/infographic-on-gamification-in.html

Top URLs in Tweet in G6:
[4] https://www.whappy.it/en/social-media-gamification-improve-employees-engagement-companies/
[3] https://www.slideshare.net/acagamic/gamifin-2019-conference-keynote-how-to-fail-at-gamification-research-141113965?utm_source=facebook.com&utm_medium=social&utm_campaign=slides-from-the-keynote-at-the-gamifin2
[3] https://www.whappy.it/en/gamification-employee-experience-how-engage-employees/
[3] https://www.whappy.it/en/how-gamification-improve-crm-adoption-rate-company/
[3] https://www.whappy.it/en/blockchain-gamifcation-reward-whappy-2/
[3] https://www.whappy.it/en/would-you-like-to-increase-with-gamification-the-efficiency-and-productivity-of-your-company/
[2] https://www.whappy.it/en/how-bridge-gap-between-corporate-marketing-sales-using-gamification/
[2] https://www.whappy.it/en/gamification-training-programs/
[2] https://www.whappy.it/en/gamification-customer-engagement-how-redesign-retail-5-0-future/
[2] https://www.forbes.com/sites/quora/2016/10/21/this-is-the-math-behind-super-mario/#f03a19b21544

Top URLs in Tweet in G7:
[21] http://dcuh5p.com/gamification/
[10] https://docs.google.com/presentation/d/1qR4ZoSQniXcJ3sQzwuLsERC8qrh_ukC6NibbiTdSxXA/edit?usp=drivesdk
[9] http://tweetedtimes.com/topic/Gamification?s=tnp
[2] https://www.gamified.uk/2014/04/28/looking-back-a-little/
[2] https://twitter.com/glynnmark/status/1118092352399335424
[1] http://academy.schooleducationgateway.eu/web/learning-with-creativity-let-the-game-begin
[1] https://www.linkedin.com/feed/update/urn:li:activity:6524321864574128129
[1] https://gamifyeurope.com/
[1] http://www.physeddepot.com/self-guided-progressions.html
[1] https://drive.google.com/file/d/1YD2WYiPo-ZJq-rbwrGVFp_sBUZKZEo53/view?usp=sharing

Top URLs in Tweet in G8:
[3] http://www.mlevel.com/blog/instructor-led-training/
[2] https://www.eidesign.net/7-gamification-techniques-for-corporate-training-that-work/
[2] https://www.gamified.uk/2013/04/22/accessibility-and-immediacy/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.gamified.uk/2013/05/06/why-does-gamification-fail/?utm_source=dlvr.it&utm_medium=twitter
[1] http://www.techedupteacher.com/
[1] http://www.techedupteacher.com/the-guide-to-esports-for-education/
[1] http://www.techedupteacher.com
[1] https://paper.li/haruken/1317170972?edition_id=a33d69d0-6490-11e9-869e-0cc47a0d164b
[1] https://www.relationclientmag.fr/Thematique/gouvernance-1253/Breves/Comment-gamifier-efficacement-son-parcours-formation-339051.htm
[1] https://www.peopleforresearch.co.uk/blog/2019/04/drop-out-diary-study-comic-relief/

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=slk10tBs3DM&feature=youtu.be

[1] https://twitter.com/misterwashburn/status/1119356943645036544
[1] https://www.instagram.com/vr2ltch/p/BwUVolqFXmX/?utm_source=ig_twitter_share&igshid=e8hf06xm0gfr
[1] https://www.instagram.com/vr2ltch/p/BwX-M3AA5PB/?utm_source=ig_twitter_share&igshid=n5p6cvr4sxd7
[1] https://www.instagram.com/vr2ltch/p/BwjzCtNAYqd/?utm_source=ig_twitter_share&igshid=3egjvnsriafp
[1] https://twitter.com/RomanRackwitz/status/1118074895341170690
[1] https://lnkd.in/dGrN8kY
[1] https://lnkd.in/dJr76t7
[1] https://twitter.com/mrmatera/status/1118334774874132481
[1] https://twitter.com/classcraftgame/status/1118530047227375616

Top URLs in Tweet in G10:
[1] http://www.physeddepot.com/self-guided-progressions.html

Top Domains
Top Domains in Tweet in Entire Graph:
[680] etisalat.ae
[201] twitter.com
[112] tweetedtimes.com
[111] youtube.com
[106] lttr.ai
[70] blogspot.com
[41] google.com
[40] lnkd.in
[36] elearningindustry.com
[34] professorgame.com

Top Domains in Tweet in G1:
[644] etisalat.ae
[21] youtube.com
[20] twitter.com
[15] lnkd.in
[11] elearningindustry.com
[8] business2community.com
[6] instagram.com
[5] medium.com
[5] facebook.com
[5] cioreview.com

Top Domains in Tweet in G2:
[68] twitter.com
[35] youtube.com
[31] lttr.ai
[23] startus-insights.com
[21] hyperstarter.com
[21] feedier.com
[19] tweetedtimes.com
[17] bunchball.com
[14] blogspot.com
[14] google.com

Top Domains in Tweet in G3:
[42] lttr.ai
[28] tweetedtimes.com
[23] professorgame.com
[15] twitter.com
[14] youtube.com
[12] gamificationnation.com
[9] elearninglearning.com
[8] sententiagamification.com
[7] instagram.com
[6] trainingmag.com

Top Domains in Tweet in G4:
[7] gc-solutions.net
[3] twitter.com
[2] ditchthattextbook.com
[1] uba.ar
[1] daveburgessconsulting.com
[1] wakelet.com
[1] google.com

Top Domains in Tweet in G5:
[52] tweetedtimes.com
[44] blogspot.com
[32] lttr.ai
[13] iebschool.com
[8] toolkits.eu
[6] nytimes.com
[5] twitter.com
[4] washingtonpost.com
[3] medium.com
[3] gamificationnation.com

Top Domains in Tweet in G6:
[26] whappy.it
[5] forbes.com
[4] slideshare.net
[2] twitter.com
[1] entrepreneur.com
[1] cityam.com
[1] lttr.ai
[1] nonsolomarketing.it
[1] binance.com
[1] tweetedtimes.com

Top Domains in Tweet in G7:
[21] dcuh5p.com
[11] google.com
[9] tweetedtimes.com
[2] gamified.uk
[2] twitter.com
[1] schooleducationgateway.eu
[1] linkedin.com
[1] gamifyeurope.com
[1] physeddepot.com
[1] moodle.org

Top Domains in Tweet in G8:
[12] gamified.uk
[3] techedupteacher.com
[3] mlevel.com
[2] eidesign.net
[1] paper.li
[1] relationclientmag.fr
[1] co.uk
[1] twitter.com
[1] youtube.com
[1] blogspot.com

Top Domains in Tweet in G9:
[4] twitter.com
[3] instagram.com
[2] lnkd.in
[1] youtube.com

Top Domains in Tweet in G10:
[1] physeddepot.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2314] gamification
[230] gamificación
[184] education
[164] edtech
[132] learning
[125] gaming
[120] elearning
[104] gbl
[94] ai
[94] machinelearning



Top Hashtags in Tweet in G1:
[94] gamification
[24] education
[17] learn
[17] student
[16] school
[16] reform
[16] future
[16] mixed_reality
[16] support
[16] classroom

Top Hashtags in Tweet in G2:
[989] gamification
[61] education
[48] gaming
[40] ai
[40] elearning
[40] marketing
[38] edtech
[29] gamificación
[27] learning
[25] logistics

Top Hashtags in Tweet in G3:
[324] gamification
[61] gbl
[53] learning
[45] edtech
[37] gamificationdesign
[33] games4ed
[27] professorgame
[22] p2p
[20] education
[18] podcast

Top Hashtags in Tweet in G4:
[36] gamification
[35] qrbreakin
[22] xplap
[12] usmspark
[12] hivesummit
[11] eggdashchallenge
[9] edtechperu
[7] elearning
[5] edtech
[5] edrenaline

Top Hashtags in Tweet in G5:
[188] gamificación
[133] gamification
[38] gamedesign
[37] education
[30] gamificationdesign
[27] gaming
[23] educación
[20] edtech
[16] pedagogy
[16] gamificacion

Top Hashtags in Tweet in G6:
[45] gamification
[8] jeuserieux
[8] sciences
[8] escapegame
[5] think
[4] ludification
[4] gamifin2019
[4] climateadaptation
[3] seriousgames
[3] svt

Top Hashtags in Tweet in G7:
[46] mootieuk19
[12] gamification
[11] heie
[3] dev
[2] moodle
[2] hcresearch
[2] devclever
[2] victar
[2] launchpad
[1] learning

Top Hashtags in Tweet in G8:
[16] gamification
[8] 2ndchat
[5] education
[4] edtech
[4] games
[3] learninganalytics
[3] microlearning
[3] learninganddevelopment
[3] training
[3] programmieren

Top Hashtags in Tweet in G9:
[30] gamification
[4] classcraft
[4] tlchat
[3] games4ed
[3] edtech
[3] libchat
[2] tlap
[2] 5thchat
[2] personalizedlearning
[2] motivation

Top Hashtags in Tweet in G10:
[36] gamification
[8] cricket
[8] sport
[3] shapetamapa
[2] targetgames
[1] physed
[1] multicultural
[1] cricketblast
[1] asportforall

Top Words
Top Words in Tweet in Entire Graph:
[3434] Words in Sentiment List#1: Positive
[893] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[95917] Non-categorized Words
[100244] Total Words
[2315] #gamification
[1704] gamification
[375] more
[339] game
[326] learning

Top Words in Tweet in G1:
[360] gamification
[94] #gamification
[38] more
[32] learning
[26] new
[25] make
[24] use
[24] #education
[23] marketing
[23] out

Top Words in Tweet in G2:
[989] #gamification
[241] gamification
[90] more
[74] game
[61] games
[61] #education
[55] learning
[48] #gaming
[48] et
[45] new

Top Words in Tweet in G3:
[325] #gamification
[73] gamification
[71] learning
[67] more
[62] et
[61] #gbl
[59] robalvarezb
[53] #learning
[52] gamificationnat
[50] emlyon

Top Words in Tweet in G4:
[47] meehanedu
[40] game
[39] games
[38] guest
[36] #gamification
[35] ditchthattxtbk
[35] #qrbreakin
[35] school
[33] changing
[33] approach

Top Words in Tweet in G5:
[184] #gamificación
[163] gamification
[142] nos
[139] gusta
[133] #gamification
[130] gamificationnat
[100] april
[91] 2019
[83] crmgamification
[68] ludigencia

Top Words in Tweet in G6:
[45] #gamification
[34] gamification
[13] company
[12] employees
[10] improve
[9] using
[9] companies
[8] formation
[8] #jeuserieux
[8] #sciences

Top Words in Tweet in G7:
[59] gamification
[46] #mootieuk19
[44] glynnmark
[21] interested
[20] free
[20] resource
[20] anyone
[20] licenced
[20] under
[20] creative

Top Words in Tweet in G8:
[30] gamification
[16] #gamification
[12] archive
[9] emericklibrary
[9] education
[9] guide
[9] creating
[8] m
[8] esports
[8] learn

Top Words in Tweet in G9:
[30] #gamification
[20] classcraftgame
[15] romanrackwitz
[10] gamification
[7] fun
[6] blanzclaus
[6] tridigiwet
[6] up
[5] genau
[5] kritisiert

Top Words in Tweet in G10:
[36] #gamification
[26] physeddepot
[26] self
[26] guided
[26] progressions
[26] help
[26] ss
[26] autonomy
[26] mastery
[26] purpose

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[166] nos,gusta
[163] #gamificación,nos
[98] gusta,gamificationnat
[94] ludigencia,#gamificación
[80] see,more
[73] gamification,nation
[70] check,out
[65] gamification,marketing
[65] 'tacet,fine'
[65] fine',#dataviz

Top Word Pairs in Tweet in G1:
[17] gamification,marketing
[17] #,gamification
[16] watch,support
[16] support,schools
[16] schools,future
[16] future,#education
[16] #education,#school
[16] #school,#reform
[16] #reform,#future
[16] #future,#

Top Word Pairs in Tweet in G2:
[29] gamification,marketing
[28] #gamification,#marketing
[28] real,life
[24] read,more
[24] discover,#gamification
[24] life,examples
[23] reasons,gamification
[23] gamification,works
[23] works,discover
[23] #marketing,benefits

Top Word Pairs in Tweet in G3:
[31] #gbl,#games4ed
[28] table,ronde
[22] #gamification,#p2p
[20] zsolt,olah
[20] #gamification,#gamificationdesign
[19] #gamification,#gbl
[18] #professorgame,#podcast
[18] deuxième,table
[17] check,out
[17] find,out

Top Word Pairs in Tweet in G4:
[33] #qrbreakin,game
[33] game,changing
[33] changing,approach
[33] approach,old
[33] old,school
[33] school,centers
[33] centers,guest
[33] guest,post
[33] post,meehanedu
[33] meehanedu,includes

Top Word Pairs in Tweet in G5:
[139] nos,gusta
[137] #gamificación,nos
[78] gusta,gamificationnat
[68] ludigencia,#gamificación
[59] gamification,nation
[52] nation,gamificationnat
[46] gamificationnat,april
[43] gusta,crmgamification
[43] crmgamification,top
[43] top,story

Top Word Pairs in Tweet in G6:
[10] gamification,improve
[5] formation,sur
[5] sur,#jeuserieux
[5] #jeuserieux,#sciences
[5] #sciences,dans
[5] dans,acversailles
[5] acversailles,après
[5] après,l'#escapegame
[5] l'#escapegame,et
[5] et,découverte

Top Word Pairs in Tweet in G7:
[20] free,gamification
[20] gamification,resource
[20] resource,anyone
[20] anyone,interested
[20] interested,licenced
[20] licenced,under
[20] under,creative
[20] creative,commons
[20] commons,attribution
[19] glynnmark,free

Top Word Pairs in Tweet in G8:
[8] #2ndchat,week
[8] week,hope
[8] hope,join
[8] join,talk
[8] talk,creating
[8] creating,sidequests
[8] sidequests,boss
[8] boss,battles
[8] battles,card
[8] card,items

Top Word Pairs in Tweet in G9:
[4] romanrackwitz,blanzclaus
[4] blanzclaus,classcraftgame
[4] zieht,euch
[4] euch,ersten
[4] ersten,2
[4] 2,minuten
[4] minuten,rein
[4] rein,ihr
[4] ihr,seht
[4] seht,genau

Top Word Pairs in Tweet in G10:
[26] self,guided
[26] guided,progressions
[26] progressions,help
[26] help,ss
[26] ss,autonomy
[26] autonomy,mastery
[26] mastery,purpose
[26] purpose,light
[26] light,form
[26] form,#gamification

Top Replied-To
Top Replied-To in Entire Graph:
@glynnmark
@mraspinall
@gatechengineers
@old_mate_john
@appikur
@blanzclaus
@tridigiwet
@emericklibrary
@vanessakaplan
@petranovskaja

Top Replied-To in G2:
@theuxbot
@erikagudelo13
@pminstitute
@patrickbouvard
@corisel
@fr_amanita
@allstarcharts
@icenorthamerica
@sbcgamingnews
@startupdareal

Top Replied-To in G3:
@vanessakaplan
@rioualice
@amluccini
@rabbitoreg
@agoraabierta
@monicacornetti
@anneelisabethle
@sarnab75
@helenemichel3
@aurelie_jean

Top Replied-To in G4:
@scottrrocco
@mrsjalvear
@mrsantry
@cvodelliu
@mrmatera
@mrpowley

Top Replied-To in G7:
@glynnmark
@blowster85
@hiberniacollege
@missmac100
@thewaynegibbons
@lowneyrob
@ellenspaeth

Top Replied-To in G8:
@emericklibrary
@teacher2teacher

Top Replied-To in G9:
@appikur
@blanzclaus
@tridigiwet
@petranovskaja
@romanrackwitz
@haraldschirmer
@misterwashburn
@topherjaims

Top Mentioned
Top Mentioned in Entire Graph:
@ludigencia
@sardimperium
@mc_snz
@emlyon
@robalvarezb
@meehanedu
@eraser
@gamificationnat
@glynnmark
@ortfrance

Top Mentioned in G1:
@skymazef3
@jmirpub
@corporationdom
@leclercqth
@mariajoclara
@ronorr
@twtconference
@pcismediacenter

Top Mentioned in G2:
@sardimperium
@feedierapp
@ludigencia
@gamificationnat
@pekkapuhakka
@robalvarezb
@thefunifier
@eraser
@georgecohta
@nicochan33

Top Mentioned in G3:
@emlyon
@robalvarezb
@edtechfrance
@ortfrance
@rabbitoreg
@beaconingeu
@gamificationnat
@monicacornetti
@sardimperium
@emlyonincub

Top Mentioned in G4:
@meehanedu
@ditchthattxtbk
@mrmatera
@usmspark
@citepuba
@faepucp
@edtech_tips
@gcubesolutions
@ipfconline1
@mrswalkerops

Top Mentioned in G5:
@ludigencia
@gameboardtech
@eraser
@aaronasenciofer
@iebsocialmedia
@kokopus_dark
@autnes
@ou_com
@toolkitseu
@sjeec2019

Top Mentioned in G6:
@acversailles
@climatecampus
@melfenaert
@mcgrawhillk12
@questagame
@nancodolman
@hcigamesgroup
@theesa
@ludigencia
@gamificationnat

Top Mentioned in G7:
@glynnmark
@hiberniacollege
@moodlefairy
@uofgleads
@moodlemootuk
@karalia101
@lowneyrob
@dublincityuni
@ninafcollins
@sardimperium

Top Mentioned in G8:
@emericklibrary
@missmac100
@techedupteacher
@teacher2teacher
@akoonlaba
@saravdwerf
@katiewohlfiel
@mrsg_mchs
@roberts_reads
@lacey_librarian

Top Mentioned in G9:
@classcraftgame
@romanrackwitz
@blanzclaus
@tridigiwet
@simondueckert
@vr2ltch
@avibor
@oneducationpod
@tanjaontour
@gamificatuaula

Top Mentioned in G10:
@physeddepot
@wschultz44
@collinbrooksie
@kaderbrown
@pe_mullis
@huss_hanif
@woolw
@woolworths
@humecitycouncil

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@javascriptd
@nosqldigest
@evankirstel
@digestwordpress
@law1gloria
@casalettori
@edgametec
@ottlegalrebels
@chidambara09

Top Tweeters in G1:
@dea_tabs
@krenshar_posts
@ricardozam
@ak2webd3
@iamkevin
@eugenplaton
@morolongza
@bashooka
@kennethhitchner
@ankitc265

Top Tweeters in G2:
@digestwordpress
@calcaware
@game_devbot
@nicochan33
@compellingsites
@jeandoobs
@b2community
@satisphactionio
@iheartradio
@zuzudotai

Top Tweeters in G3:
@pekkapuhakka
@nxtstop1
@elen
@scalarhumanity
@mr_isaacs
@prosyn
@exp_mark
@techreview
@trainingmagus
@mbohl07

Top Tweeters in G4:
@akwyz
@ipfconline1
@jblefevre60
@canva
@mgcjusa
@johnsnowai
@taramartinedu
@garystager
@coco_maye
@jmattmiller

Top Tweeters in G5:
@eraser
@agami
@seniorwatashi
@aljisa2010
@ethicsretweet
@classroomcrafts
@juani7b
@cmdatascoop
@jblasgarcia
@proxcannon

Top Tweeters in G6:
@edgametec
@forbes
@t_interesa
@absentminddmama
@edsurge
@iknowrepairs
@macrotots
@josecolunga
@mheducation
@edanker

Top Tweeters in G7:
@blowster85
@gconole
@jpahullo
@a_l_t
@oelmann_richard
@samwisefox
@dublincityuni
@moodlefairy
@ghenrick
@glynnmark

Top Tweeters in G8:
@daverage
@teacher2teacher
@heckawesome
@missmac100
@waxpoeticg
@dailystem
@atkauffman
@ojmqd
@mrflemmingmed
@science4ussays

Top Tweeters in G9:
@flipgrid
@fetc
@schoology
@vr2ltch
@haraldschirmer
@mpilakow
@classcraftgame
@petranovskaja
@simondueckert
@max_frischer

Top Tweeters in G10:
@woolworths
@kymmballard
@supportrealtchr
@mrhairphysed
@smartintahoe
@collinbrooksie
@ballsrightareas
@physeddepot
@sea_peteacher
@rich_wiles