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gamification_2022-11-28_14-45-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 28, 2022
Short Description:
gamification via NodeXL https://bit.ly/3GTTQ0A
@0xpolygon
@sardimperium
@benft_solutions
@helloshopnext
@nukasep015
@cool51356895
@ethlas_official
@publicaeorg
@laurentaldon
@firmanap_10

Top hashtags:
#gamification
#polygon
#nfts
#education
#wordpress

Description:
Description
The graph represents a network of 7,580 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 Monday, 28 November 2022 at 22:54 UTC.

The requested start date was Monday, 28 November 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 7-day, 23-hour, 9-minute period from Friday, 18 November 2022 at 03:16 UTC to Saturday, 26 November 2022 at 02:26 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 : 7580
Unique Edges : 3709
Edges With Duplicates : 12378
Total Edges : 16087
Number of Edge Types : 5
Mentions : 2005
Tweet : 1243
Replies to : 660
Retweet : 5229
MentionsInRetweet : 6950
Self-Loops : 1326
Reciprocated Vertex Pair Ratio : 0.0154142581888247
Reciprocated Edge Ratio : 0.0303605313092979
Connected Components : 1180
Single-Vertex Connected Components : 566
Maximum Vertices in a Connected Component : 3786
Maximum Edges in a Connected Component : 9997
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.770958
Graph Density : 0.000137600737491214
Modularity : 0.49655
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,580 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 Monday, 28 November 2022 at 22:54 UTC.

The requested start date was Monday, 28 November 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 7-day, 23-hour, 9-minute period from Friday, 18 November 2022 at 03:16 UTC to Saturday, 26 November 2022 at 02:26 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : gamification
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[43] https://tweetedtimes.com/v/1656
[30] https://linktr.ee/NWOStateDAO
[20] https://www.ft.com/content/2c6f77bd-44e7-46e4-847d-d5db3e05b89e
[17] https://apps.apple.com/no/app/nwo-sta
[17] https://www.amazon.fr/dp/B08XR9JZPC/ref=cm_sw_r_apa_i_1XTDXHGFY53GPV1WZFTC_1
[17] https://www.forbes.com/sites/forbesbusinesscouncil/2022/11/21/what-sales-directors-can-teach-us-about-sales-gamification/
[16] https://play.google.com/store/apps/det
[16] https://toolkits.eu/
[11] https://stateoftheart.world/
[11] https://www.universityxp.com/library

Top URLs in Tweet in G1:
[2] https://tsel.me/jelajahnusantara

Top URLs in Tweet in G2:
[2] https://polygon.technology/blog/ready-player-one-introducing-polygon-wallet-suite-quest
[2] https://twitter.com/0xPolygon/status/1592528169546153987
[1] https://twitter.com/GRD_Fans/status/1596223701275623424
[1] https://web3earner.com/blog/polygon-adds-a-play-to-earn-feature-to-wallet-suite/
[1] https://www.shorturl.at/ghtV2

Top URLs in Tweet in G3:
[8] https://tweetedtimes.com/v/674
[7] https://www.solutionwhere.com/WW/Aspx/Public/Search/ShowSession.aspx?sessionId=wcnqlix2ajihiqe21irxslsq9/18/20223:29:32+PM361&cId=47&pCId=0
[7] https://prabhudattasahoo.com/?p=3835
[5] https://www.ft.com/content/2c6f77bd-44e7-46e4-847d-d5db3e05b89e?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.ft.com/content/2c6f77bd-44e7-46e4-847d-d5db3e05b89e
[4] https://www.financemagnates.com/forex/fca-warns-trading-app-operators-to-stop-the-trading-gamification/
[4] https://twitter.com/abouelatta_ali/status/1594707015032455168
[4] https://fly-foot.com/en/gamification/home
[4] https://itbrief.com.au/story/trustwave-to-use-gamification-to-train-cybersecurity-professionals
[4] https://drtombooks.com/my-blog-posts/use-gamification-principles-improve-supplier-relationships-collaboration/

Top URLs in Tweet in G4:
[1] https://booster.fifund.io

Top URLs in Tweet in G5:
[43] https://tweetedtimes.com/v/1656
[17] https://www.amazon.fr/dp/B08XR9JZPC/ref=cm_sw_r_apa_i_1XTDXHGFY53GPV1WZFTC_1
[16] https://toolkits.eu/
[14] https://www.forbes.com/sites/forbesbusinesscouncil/2022/11/21/what-sales-directors-can-teach-us-about-sales-gamification/
[13] https://www.ft.com/content/2c6f77bd-44e7-46e4-847d-d5db3e05b89e
[10] https://gamecole.tumblr.com/
[8] https://thedigitalinsider.com/your-staff-are-the-frontline-in-your-ransomware-fight/
[8] https://www.trainingmagnetwork.com/events/3254?gref=tmn-tw
[7] https://www.facebook.com/gamiglobe
[7] https://goo.gl/u17fB

Top URLs in Tweet in G6:
[2] https://thecavecollectables.com/pages/the-cave-gem
[1] https://twitter.com/investingcom/status/1594564289544740864
[1] https://twitter.com/charliebilello/status/1595510582815428619
[1] https://twitter.com/marketrebels/status/1595533900901761024
[1] https://twitter.com/whalechart/status/1595546281665089536
[1] https://twitter.com/concodanomics/status/1594483561133879297
[1] https://open.spotify.com/playlist/6FaIBI4BRBzFj5zzIc4CJx?si=SLdYj_ZmRA-jW8QVvc-saw
[1] https://ethlas.com/app/play/battle_showdown
[1] https://www.prnewswire.com/news-releases/ftx-vs-binance-this-singapore-startup-made-a-fun-and-educational-game-about-the-ftx-fiasco-301682575.html?tc=eml_cleartime
[1] https://bit.ly/3Xqcdjw

Top URLs in Tweet in G7:
[29] https://linktr.ee/NWOStateDAO
[17] https://apps.apple.com/no/app/nwo-sta
[16] https://play.google.com/store/apps/det
[5] https://play.google.com/store/apps/details?id=com.publicae.states
[5] https://apps.apple.com/no/app/nwo-state/id1594385987?l=nb
[4] https://Linktr.ee/NWOStateDAO
[2] https://t.me/Publicae
[2] https://twitter.com/MDB_DeFi/status/1576602255117414405?t=gLNAlgm6nRoqJe7IqdMMTA&s=19
[1] https://twitter.com/jay_fcb/status/1560817733733867521
[1] https://twitter.com/jay_fcb/status/1560814290889842688

Top URLs in Tweet in G8:
[1] https://www.visa.com.vn/en_VN/about-visa/newsroom/press-releases/shopnext-partners-with-visa-to-launch-the-first-ever-web3-loyalty-platformthough.html

Top URLs in Tweet in G10:
[1] https://discord.com/invite/noncoducks
[1] https://twitter.com/NeoApeOfficial/status/1594736866766512129
[1] https://twitter.com/NoncoDucks/status/1595643057730617344
[1] https://twitter.com/y33tdavidson/status/1594422355207589891

Top Domains
Top Domains in Tweet in Entire Graph:
[160] twitter.com
[57] tweetedtimes.com
[54] youtube.com
[53] universityxp.com
[35] linktr.ee
[33] google.com
[32] medium.com
[32] ft.com
[28] uxdesign.cc
[27] amazon.com

Top Domains in Tweet in G1:
[2] tsel.me

Top Domains in Tweet in G2:
[3] twitter.com
[2] polygon.technology
[1] web3earner.com
[1] shorturl.at

Top Domains in Tweet in G3:
[38] twitter.com
[17] amazon.com
[14] ft.com
[12] unomok.com
[10] uxdesign.cc
[8] medium.com
[8] tweetedtimes.com
[7] linkedin.com
[7] youtube.com
[7] co.uk

Top Domains in Tweet in G4:
[1] fifund.io

Top Domains in Tweet in G5:
[44] tweetedtimes.com
[23] twitter.com
[17] amazon.fr
[16] forbes.com
[16] toolkits.eu
[13] ft.com
[10] facebook.com
[10] tumblr.com
[10] linkedin.com
[9] tokopedia.link

Top Domains in Tweet in G6:
[5] twitter.com
[2] thecavecollectables.com
[1] spotify.com
[1] ethlas.com
[1] prnewswire.com
[1] bit.ly

Top Domains in Tweet in G7:
[34] linktr.ee
[22] google.com
[22] apple.com
[6] twitter.com
[2] t.me

Top Domains in Tweet in G8:
[1] com.vn

Top Domains in Tweet in G10:
[3] twitter.com
[1] discord.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1028] gamification
[746] polygon
[109] nfts
[71] education
[69] wordpress
[66] leadershipofchange
[62] nft
[57] gaming
[57] metaverse
[54] awtc



Top Hashtags in Tweet in G1:
[5] jelajahnusantara
[1] benft
[1] solana
[1] blockchain
[1] smartcontract

Top Hashtags in Tweet in G2:
[744] polygon
[4] p2e
[2] polygonhub
[1] layer2
[1] matic
[1] grammys

Top Hashtags in Tweet in G3:
[99] gamification
[9] nft
[7] nfts
[7] gaming
[7] metaverse
[7] elearning
[7] edtech
[7] prabhuwrites
[7] prabhu
[7] hymprudious

Top Hashtags in Tweet in G5:
[527] gamification
[49] education
[39] innovation
[39] marketing
[30] career
[29] news
[27] learning
[26] engagement
[25] eq
[25] reqrout

Top Hashtags in Tweet in G6:
[4] gamification
[3] tsmc
[3] dis
[3] usd
[2] fed
[2] dxy
[2] gold
[2] cvna
[2] tsla
[2] nft

Top Hashtags in Tweet in G7:
[54] awtc
[54] dag
[23] publicae
[22] nfts
[17] state
[17] nwostateapp
[16] nwo
[14] crypto
[13] gamification
[12] nwostate

Top Hashtags in Tweet in G8:
[1] shopnext
[1] shoptoearn
[1] nft
[1] gamification
[1] web3loyaltyplatform
[1] polygon

Top Hashtags in Tweet in G10:
[5] bap
[3] nfts
[3] gamification
[3] movies
[2] godbulls
[1] memberships
[1] music
[1] botb
[1] flingo
[1] nft

Top Words
Top Words in Tweet in Entire Graph:
[4292] gamification
[1737] platform
[1609] wallet
[1303] time
[1211] built
[1188] making
[1183] smart
[1165] effective
[1156] solana
[1151] brings

Top Words in Tweet in G1:
[1143] platform
[1142] effective
[1142] smart
[1142] cost
[1142] brings
[1142] solana
[1142] benft
[1142] built
[1142] time
[1142] contract

Top Words in Tweet in G2:
[1489] wallet
[755] quest
[755] gamification
[752] 0xpolygon
[751] added
[751] feature
[751] suite
[749] p2e
[744] #polygon
[738] earn

Top Words in Tweet in G3:
[565] gamification
[99] #gamification
[71] learning
[65] more
[61] trading
[50] game
[44] apps
[40] games
[35] warns
[34] use

Top Words in Tweet in G4:
[934] prizes
[467] games
[467] more
[467] quests
[467] platform
[467] much
[467] fifund
[467] gamification
[467] present
[467] booster

Top Words in Tweet in G5:
[527] #gamification
[167] gamification
[75] game
[66] more
[50] design
[50] learning
[49] #education
[40] sales
[39] jeu
[39] #innovation

Top Words in Tweet in G6:
[334] down
[329] gamification
[328] crypto
[328] used
[325] current
[324] went
[324] awareness
[324] experience
[324] state
[324] spread

Top Words in Tweet in G7:
[463] dao
[396] bookiedao
[366] odds
[316] token
[313] decentralized
[306] play
[302] game
[292] house
[259] taofieeqyusuf1
[249] stake

Top Words in Tweet in G8:
[151] visa
[151] earn
[150] shop
[149] instantly
[149] helloshopnext
[149] rewards
[149] offline
[149] millions
[149] token
[149] around

Top Words in Tweet in G9:
[121] claynosaurz
[118] digital
[118] pixar
[118] project
[118] level
[118] web3
[118] bullish
[118] genesis
[118] studio
[118] airdrop

Top Words in Tweet in G10:
[45] gamification
[43] projects
[36] cryptosheep_eth
[35] 33
[35] fantasy
[35] bullsapesproj
[35] islands
[35] wake
[35] game
[35] crypto

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1145] smart,contract
[1144] cost,effective
[1144] solana,platform
[1144] built,solana
[1144] contract,built
[1143] making,cost
[1143] effective,time
[1143] efficient,benft
[1143] benft,brings
[1143] platform,making

Top Word Pairs in Tweet in G1:
[1142] efficient,benft
[1142] contract,built
[1142] effective,time
[1142] benft,brings
[1142] built,solana
[1142] making,cost
[1142] smart,contract
[1142] solana,platform
[1142] time,efficient
[1142] platform,making

Top Word Pairs in Tweet in G2:
[751] wallet,suite
[751] gamification,feature
[751] feature,added
[749] p2e,gamification
[747] quest,p2e
[743] 0xpolygon,wallet
[742] added,#polygon
[742] #polygon,wallet
[736] help,earn
[736] introducing,quest

Top Word Pairs in Tweet in G3:
[32] trading,apps
[23] warns,against
[23] against,gamification
[21] watchdog,warns
[21] uk,watchdog
[18] gamification,trading
[17] use,gamification
[14] fca,warns
[12] looking,gamification
[12] visual,delight

Top Word Pairs in Tweet in G4:
[467] much,more
[467] prizes,much
[467] present,booster
[467] fifund,gamification
[467] quests,games
[467] gamification,platform
[467] games,prizes
[467] prizes,present
[467] platform,quests
[467] booster,fifund

Top Word Pairs in Tweet in G5:
[34] innovation,pédagogique
[32] créer,lien
[32] lien,par
[32] par,jeu
[29] #gamification,#news
[27] see,more
[26] game,design
[24] #gamification,#innovation
[19] #eq,#reqrout
[18] #gamification,#designthinking

Top Word Pairs in Tweet in G6:
[324] current,state
[324] crypto,experience
[324] used,gamification
[324] spread,awareness
[324] state,crypto
[324] experience,went
[324] gamification,spread
[324] went,down
[324] down,eyes
[324] awareness,current

Top Word Pairs in Tweet in G7:
[312] decentralized,odds
[312] odds,dao
[312] dao,token
[312] bookiedao,decentralized
[306] token,play
[302] play,game
[292] game,house
[249] house,stake
[187] stake,bookie
[151] bookie,dao

Top Word Pairs in Tweet in G8:
[150] shop,earn
[149] cardholders,around
[149] rewards,instantly
[149] around,shop
[149] token,rewards
[149] instantly,millions
[149] visa,cardholders
[149] online,offline
[149] millions,online
[149] earn,token

Top Word Pairs in Tweet in G9:
[118] studio,web3
[118] native,studio
[118] digital,native
[118] pixar,level
[118] web3,airdrop
[118] level,genesis
[118] nfts,digital
[118] claynosaurz,pixar
[118] project,claynosaurz
[118] bullish,project

Top Word Pairs in Tweet in G10:
[35] wake,change
[35] fantasy,islands
[35] crypto,crashes
[35] ftx,crypto
[35] support,projects
[35] crashes,fantasy
[35] game,support
[35] 33,ftx
[35] islands,wake
[35] change,game

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@abouelatta_ali
@jay_fcb
@mangonecrypto1
@meehanedu
@mungweibo
@bookiedao
@inspiredbymamba
@mrrealwhale
@pete74194981

Top Replied-To in G2:
@0xpolygon

Top Replied-To in G5:
@abouelatta_ali
@sardimperium
@helloshopnext
@stefsull
@gianlucasgueo
@sophiaefrance
@ildiconseil
@wallstreetsilv
@fosterhilt
@vlachopoulosdim

Top Replied-To in G6:
@md_gamification
@fu69575241
@themaverickws
@coffeebreak_yt
@dtseto
@whalechart
@blockbuster
@jadesober1
@komards_nfts
@smvshfriends

Top Replied-To in G7:
@jay_fcb
@mangonecrypto1
@mungweibo
@bookiedao
@joshuaj514
@mashoodaminu
@reed_121
@pete74194981
@mrrealwhale
@fitzycrypto

Top Replied-To in G9:
@zk_shark
@senora_crypto

Top Replied-To in G10:
@addo85
@web3cb
@neoapeofficial
@tenderclaws
@bysamnunez
@ani34392567
@andystorch
@sweepwhale
@dezbryant
@jp_caz

Top Mentioned
Top Mentioned in Entire Graph:
@benft_solutions
@0xpolygon
@fifund_io
@ethlas_official
@bookiedao
@taofieeqyusuf1
@helloshopnext
@claynosaurz
@solanasensei
@publicaeorg

Top Mentioned in G1:
@benft_solutions
@telkomsel

Top Mentioned in G2:
@0xpolygon
@nala_khairia
@gngwbwd
@web3earner
@benft_solutions
@oviohq
@mhknsntrk

Top Mentioned in G3:
@uqqn_com
@enreach_es
@deshkar_ajay
@joedejene
@_dipikar
@davidkbutleruoa
@heypjb
@csfinchweb3
@darkblockio

Top Mentioned in G4:
@fifund_io

Top Mentioned in G5:
@sardimperium
@sarnab75
@pekkalooking
@reqrout
@nicochan33
@forbes
@georgecohta
@tysonlester
@kirkdborne
@reinherit_

Top Mentioned in G6:
@ethlas_official
@binance
@sbf_ftx
@ftx_official
@solana
@cz_binance
@themaverickws
@shopify
@single_xyz
@0xpolygon

Top Mentioned in G7:
@bookiedao
@taofieeqyusuf1
@publicaeorg
@jay_fcb
@reed_121
@packers
@nfl
@mangonecrypto1
@mashoodaminu
@mungweibo

Top Mentioned in G8:
@helloshopnext
@0xpolygon

Top Mentioned in G9:
@claynosaurz
@solanasensei
@rtfkt
@fifund_io

Top Mentioned in G10:
@cryptosheep_eth
@bullsapesproj
@carolaswalm
@jl2tech
@anthonymongiel3
@zeneca_33
@noncoducks
@nunoalm16725824
@neoapeofficial
@lazylionsnft

Top Tweeters
Top Tweeters in Entire Graph:
@telkomsel
@sectest9
@gambiste1
@cybersecurityn8
@politicalhedge
@evankirstel
@o_fabriciosouza
@toyubomm
@drtomdepaoli
@watermelondriia

Top Tweeters in G1:
@telkomsel
@sechsgefahrten
@itsvtrii_
@jilovelis12
@mynovemee
@rrnjn3yellow
@zenith_zh
@purpletaromilky
@novwin_arnetzs
@livianatasya2

Top Tweeters in G2:
@aszka_irvandi
@amrikhoirizal
@santuy00894
@jamie247
@fabianskyiu
@popitowaris
@hin_cyber
@fandisoraja
@reggie32401773
@fitriade_

Top Tweeters in G3:
@politicalhedge
@drtomdepaoli
@thedextazlab
@stckpro
@fxbooklttg
@tfpdaily
@radarstrend
@atgbrokers
@jvcrum
@financialxpress

Top Tweeters in G4:
@skkrlx
@mvivanechtchuk
@sahinbas13
@darkprince2106
@solklucky
@ofcl_suigeneric
@nelson_0807
@jamez_nft
@eyepatch__1
@pepsie_sol

Top Tweeters in G5:
@sectest9
@cybersecurityn8
@o_fabriciosouza
@hubofml
@godfrey_g_
@savetonotion
@calcaware
@fintechna
@niken_nih
@jeffbullas

Top Tweeters in G6:
@business
@coindesk
@nikhileshde
@shopify
@andreassteno
@binance
@jadesober1
@sbf_ftx
@vovantwitt
@whalechart

Top Tweeters in G7:
@nfl
@juanfraescudero
@mashoodaminu
@jay_fcb
@reed_121
@ajiboyemoses4
@ariel87510187
@olayiwolagenius
@thedarkman12345
@usmanad59041831

Top Tweeters in G8:
@cainin77
@sthakur333111
@chandra819061
@mdpabel64019488
@btcshail
@nazruli81823918
@stonercat007
@kebotitanium
@sonubarma7
@maheshk77778353

Top Tweeters in G9:
@ajatz02
@cryptoblckparty
@stackthatdust
@quan90278732
@mdrevelations
@cbarker81
@fohsurre
@athose17
@primenft_sol
@cr1ptobald

Top Tweeters in G10:
@nunoalm16725824
@wthawkins3
@cryptosheep_eth
@brendanbald
@dezbryant
@zeneca_33
@nonzphkh
@klieblingsnoob
@killahkali7o7
@7_7_7__7_7_7


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