devnet, Twitter, 11/21/2021 9:01:28 PM, 266824


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devnet_2021-11-21_12-32-33.xlsx
devnet_2021-11-21_12-32-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 21, 2021
Short Description:
devnet via NodeXL https://bit.ly/3FvzVku
@crema_finance
@iota
@zetamarkets
@mystique_dx
@solana
@hus_qy
@solanagrapevine
@iotcybersec24
@pythnetwork
@champmantra

Top hashtags:
#crema
#earlybird
#solana
#iota
#devnet
#1sol
#defi
#airdrops
#giveaway
#ignition

Description:
Description
The graph represents a network of 5,642 Twitter users whose tweets in the requested range contained "devnet", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 21 November 2021 at 20:40 UTC.

The requested start date was Sunday, 21 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 18-day, 18-hour, 6-minute period from Monday, 01 November 2021 at 14:23 UTC to Saturday, 20 November 2021 at 08:29 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 : 5642
Unique Edges : 3077
Edges With Duplicates : 12685
Total Edges : 15762
Number of Edge Types : 5
Retweet : 5686
MentionsInRetweet : 6594
Replies to : 523
Mentions : 2066
Tweet : 893
Self-Loops : 913
Reciprocated Vertex Pair Ratio : 0.00932107318302053
Reciprocated Edge Ratio : 0.0184699862723075
Connected Components : 386
Single-Vertex Connected Components : 246
Maximum Vertices in a Connected Component : 4846
Maximum Edges in a Connected Component : 14313
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.74223
Graph Density : 0.000251771148603671
Modularity : 0.462126
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,642 Twitter users whose tweets in the requested range contained "devnet", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 21 November 2021 at 20:40 UTC.

The requested start date was Sunday, 21 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 18-day, 18-hour, 6-minute period from Monday, 01 November 2021 at 14:23 UTC to Saturday, 20 November 2021 at 08:29 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 : devnet
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:
[209] https://beta-app.1sol.io
[125] https://blogs.cisco.com/learning/cisco-devnet-expert-your-career-changing-certification
[108] https://blogs.cisco.com/learning/reintroducing-cisco-certified-devnet-expert
[107] https://github.com/iotaledger/goshimmer/releases/tag/v0.8.1
[79] https://blogs.cisco.com/developer/scwchallenge02
[76] https://blogs.cisco.com/developer/apisinaction01
[40] https://devnet.zeta.markets/
[37] https://www.youtube.com/watch?v=es7hEYS1woM&feature=youtu.be

[35] https://blogs.cisco.com/developer/makegreatapis01
[34] https://blogs.cisco.com/developer/troubleshootingassistant01

Top URLs in Tweet in G1:
[2] https://beta.crema.finance
[2] https://twitter.com/Crema_Finance/status/1461631558792540162
[1] https://hello-17.gitbook.io/crema-devnet-test-guide
[1] https://discord.com/invite/hCaFmvvPYH
[1] https://beta.crema.finance/#/swap

Top URLs in Tweet in G2:
[107] https://github.com/iotaledger/goshimmer/releases/tag/v0.8.1
[24] https://dashboards.nectar.iota.cafe/visualizer
[22] https://twitter.com/holgerkoether/status/1461355568614940681?s=21
[15] http://analysisentry-01.devnet.shimmer.iota.cafe:28080/autopeering
[12] https://github.com/iotaledger/IOTA-2.0-DevNet-wallet/releases/tag/v0.8.0
[12] https://krypto-guru.de/news/iota-netzwerk-naechste-stufe/
[5] https://twitter.com/iota/status/1456654176969240589
[4] https://v2.iota.org/
[4] https://www.reddit.com/r/Iota/comments/qnliib/the_iota_20_devnet_upgrade_with_the_first_version/?utm_source=ifttt
[3] https://v2.iota.org/visualizer

Top URLs in Tweet in G3:
[209] https://beta-app.1sol.io
[7] https://devnet.01protocol.com/
[5] https://twitter.com/Crema_Finance/status/1461631558792540162
[4] https://explorer.solana.com/address/HUiE7KaYydcg14d4SjGYNDDSVPQR23t6pshJWPtVsi5H?cluster=devnet
[4] https://www.exotic.markets/
[2] https://parimutuel.hxro.network/
[2] https://link.medium.com/seAOaJvgqkb
[2] https://coin98.com/wallet
[2] https://factoria.app/
[2] https://explorer.solana.com/address/8cGHBFJ2SNYUGRggtskk92KjhPTTN8HAgNP622ujDMU2?cluster=devnet

Top URLs in Tweet in G4:
[37] https://www.youtube.com/watch?v=es7hEYS1woM&feature=youtu.be

[14] https://mkto.cisco.com/devnet-sample-chapter?utm_campaign=devnetassociatechapter21&utm_source=social&utm_medium=lctwitter
[13] https://www.youtube.com/watch?v=9GmP3-URxEE&feature=youtu.be

[11] https://twitter.com/i/spaces/1ynJOZvvYNzGR
[7] https://blogs.cisco.com/developer/training01?ccid=video-page&dtid=twitter&oid=juliofernandez-fy22-q2-0000-twitterspacesnov11-ww
[5] https://digital-learning.cisco.com/#/login
[5] https://github.com/dannywade/devnet-expert
[3] https://blogs.cisco.com/developer/scwchallenge03/?ccid=create21&dtid=twitter&oid=christophervandermade-fy22-q2-0000-scwchallenge03-ww
[3] https://www.youtube.com/watch?v=pnlUrzmX3tk&feature=youtu.be

[3] https://blogs.cisco.com/developer/automatetestingpyats01

Top URLs in Tweet in G5:
[108] https://blogs.cisco.com/learning/cisco-devnet-expert-your-career-changing-certification
[93] https://blogs.cisco.com/learning/reintroducing-cisco-certified-devnet-expert
[74] https://blogs.cisco.com/developer/apisinaction01
[73] https://blogs.cisco.com/developer/scwchallenge02
[34] https://blogs.cisco.com/developer/troubleshootingassistant01
[33] https://blogs.cisco.com/developer/makegreatapis01
[27] https://blogs.cisco.com/developer/devnetcreatetopten01
[21] https://blogs.cisco.com/developer/devnetcreatechannel01
[2] https://twitter.com/iota/status/1456654176969240589
[2] https://twitter.com/coin98_wallet/status/1456819901146951693

Top URLs in Tweet in G6:
[1] https://divvy.bet/
[1] https://devnet.divvy.bet/
[1] https://app.thestarship.finance/earn

Top URLs in Tweet in G7:
[38] https://devnet.zeta.markets/
[1] https://twitter.com/PsyOptions/status/1455271130084696064
[1] https://pyth.network/markets/?cluster=mainnet-beta&range=1W#MSOL/USD
[1] https://riskswap.com/
[1] https://devnet.zeta.markets
[1] https://www.youtube.com/watch?v=E2PVl4olA6s

[1] https://www.youtube.com/channel/UCxP8z1kOZY6-G4hqzKV9jag
[1] https://thesolanagrapevine.substack.com/p/the-solana-grapevine-11182021?justPublished=true
[1] https://substack.com/discover/thesolanaupdate
[1] https://twitter.com/ZetaMarkets/status/1457371641588199425

Top URLs in Tweet in G8:
[8] https://medium.com/mgstaking/maiar-exchange-devnet-functionalities-practicing-tutorial-ae05efee5bed
[4] https://devnet.elrond.tools/collection/OCTOPODS-acb337
[4] https://devnet.erdsea.io/profile/erd1ak930e2n38z5lhmcfkq4p0weuqlkj06yx26vzkp6gushdzmf704s7psaw4
[3] https://devnet.elrond.tools/collection/EGIRLS-3efe32
[3] https://devnet.erdsea.io/
[1] https://t.me/ElrondDevelopers
[1] https://www.youtube.com/watch?v=bXbBfJCRVqE&feature=youtu.be

[1] https://docs.maiar.exchange/how-to-guides/
[1] https://twitter.com/ElrondGirls/status/1460330679917498375
[1] https://discord.com/invite/HfV8kMuTP7

Top URLs in Tweet in G9:
[14] https://github.com/MinaProtocol/mina/releases/tag/1.2.2
[2] https://minaprotocol.com/blog/9-14-devnet-bug-hotfix-retro
[1] https://mina-devnet.staketab.com/
[1] https://devnet.minaexplorer.com/

Top URLs in Tweet in G10:
[2] https://www.solventprotocol.com/
[1] https://solscan.io/tx/2f4UEubZPH1BoNQwm4Kdqep1k7GnjkHou2f4Q9BKM6J538L5TrDVtkBuv6kzKntE4suaULj9a1svyABu4HioaJ31?cluster=devnet
[1] https://solscan.io/tx/2d49e5hyeVk66QqPME95kezkApr7r6RdtfNdwbkrxrpoywhgV4FmGXjLPYrt2DP6nR7pFecNkCwzRvE7Mf1nnhA9?cluster=devnet
[1] https://www.llamasbynaama.com/
[1] https://solscan.io/account/hausS13jsjafwWwGqZTUQRmWyvyxn9EQpqMwV1PBBmk?cluster=devnet

Top Domains
Top Domains in Tweet in Entire Graph:
[572] cisco.com
[211] 1sol.io
[147] github.com
[143] twitter.com
[76] youtube.com
[72] solana.com
[41] zeta.markets
[39] iota.cafe
[23] iota.org
[20] adobe.com

Top Domains in Tweet in G1:
[3] crema.finance
[2] twitter.com
[1] gitbook.io
[1] discord.com

Top Domains in Tweet in G2:
[119] github.com
[39] iota.cafe
[36] twitter.com
[20] iota.org
[12] krypto-guru.de
[8] reddit.com
[2] youtube.com
[1] shimmer.network
[1] ambcrypto.com
[1] crypto-news-flash.com

Top Domains in Tweet in G3:
[210] 1sol.io
[52] solana.com
[8] twitter.com
[8] 01protocol.com
[4] hxro.network
[4] exotic.markets
[4] vercel.app
[3] github.com
[3] medium.com
[3] repl.co

Top Domains in Tweet in G4:
[64] youtube.com
[56] cisco.com
[29] twitter.com
[7] github.com
[4] linkedin.com
[3] gitlab.com
[2] apple.com
[2] cbtnuggets.com
[2] zigbits.tech
[2] karneliuk.com

Top Domains in Tweet in G5:
[469] cisco.com
[12] oal.lu
[11] twitter.com
[10] solana.com
[9] google.com
[5] adobe.com
[4] ofertagratis.com
[3] youtube.com
[3] elrond.com
[2] reddit.com

Top Domains in Tweet in G6:
[2] divvy.bet
[1] thestarship.finance

Top Domains in Tweet in G7:
[39] zeta.markets
[3] twitter.com
[2] youtube.com
[2] substack.com
[1] pyth.network
[1] riskswap.com

Top Domains in Tweet in G8:
[8] erdsea.io
[8] medium.com
[7] elrond.tools
[3] twitter.com
[2] maiar.exchange
[1] t.me
[1] youtube.com
[1] discord.com
[1] elrond.com

Top Domains in Tweet in G9:
[14] github.com
[2] minaprotocol.com
[1] staketab.com
[1] minaexplorer.com

Top Domains in Tweet in G10:
[3] solscan.io
[2] solventprotocol.com
[1] llamasbynaama.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2052] crema
[1838] earlybird
[781] solana
[696] iota
[266] devnet
[254] 1sol
[228] defi
[212] airdrops
[211] giveaway
[209] ignition



Top Hashtags in Tweet in G1:
[1939] crema
[1747] earlybird
[387] solana
[3] devnet
[1] clmm
[1] solanaszn
[1] solanabreakpoint
[1] rank
[1] cremafinance

Top Hashtags in Tweet in G2:
[672] iota
[129] smartcontracts
[105] icymi
[64] blockchain
[56] coordicide
[49] tangle
[44] dlt
[30] eth
[30] btc
[29] solana

Top Hashtags in Tweet in G3:
[306] solana
[253] 1sol
[212] airdrops
[212] defi
[210] giveaway
[209] ignition
[92] crema
[74] earlybird
[45] devnet
[10] rank

Top Hashtags in Tweet in G4:
[160] devnet
[42] python
[26] ciscocert
[26] networkautomation
[24] 100daysofcode
[22] ccie
[16] gnmi
[15] ciscodevnet
[15] opensource
[14] pygnmi

Top Hashtags in Tweet in G5:
[11] solana
[11] devnet
[6] iota
[4] cisco
[3] ciscose
[2] onlineclass
[2] it
[2] networking
[2] enterpriseapprepo
[2] earobot

Top Hashtags in Tweet in G7:
[46] zetamarkets
[5] solana
[4] zeta
[3] optionstrading
[3] defi
[2] earlybird
[2] crema
[1] futurestrading
[1] burntfinance
[1] solanasummer

Top Hashtags in Tweet in G8:
[19] nft
[16] nftmarketplace
[12] elrond
[10] egirls
[9] elrondnetwork
[8] devnettest
[4] raritytool
[4] egld
[2] elrondtech
[2] nftcommunity

Top Hashtags in Tweet in G9:
[85] mina
[14] everstake

Top Hashtags in Tweet in G10:
[2] solana
[2] nfts
[1] candyrefunds
[1] charity
[1] solananfts
[1] wagmi
[1] solventprotocol
[1] devnet

Top Words
Top Words in Tweet in Entire Graph:
[4614] devnet
[2068] crema_finance
[2052] #crema
[2016] coming
[1946] follow
[1905] rewards
[1868] community
[1868] soon
[1838] #earlybird
[1815] drop

Top Words in Tweet in G1:
[1939] crema_finance
[1939] #crema
[1747] #earlybird
[1746] grab
[1746] role
[1746] community
[1746] exclusive
[1746] rewards
[1746] coming
[1746] soon

Top Words in Tweet in G2:
[1762] devnet
[1429] iota
[1040] first
[1036] consensus
[797] hus_qy
[712] version
[672] #iota
[541] otv
[509] tangle
[505] voting

Top Words in Tweet in G3:
[504] devnet
[446] 1solprotocol
[443] solana
[306] #solana
[290] chain
[284] dex
[283] aggregator
[282] cross
[273] test
[251] #1sol

Top Words in Tweet in G4:
[195] devnet
[160] #devnet
[129] cisco
[119] learn
[106] skills
[77] ciscodevnet
[64] network
[63] 2021
[57] labeveryday
[55] automation

Top Words in Tweet in G5:
[572] devnet
[295] cisco
[205] expert
[195] create
[110] career
[110] changing
[110] certification
[94] re
[94] introducing
[94] certified

Top Words in Tweet in G6:
[295] devnet
[233] solanadbs
[143] week
[132] holders
[103] working
[101] coming
[101] november
[93] hard
[90] thestarshipdefi
[80] see

Top Words in Tweet in G7:
[112] devnet
[105] gt
[96] zetamarkets
[57] futures
[51] using
[49] trade
[48] undercollateralized
[46] #zetamarkets
[45] sol
[44] announcing

Top Words in Tweet in G8:
[62] devnet
[38] collection
[35] erdseanft
[30] smart
[22] version
[20] launch
[19] live
[19] #nft
[17] elrondnetwork
[17] today

Top Words in Tweet in G9:
[160] devnet
[85] #mina
[73] staketab
[71] arrived
[71] mainnet
[71] features
[71] including
[71] rewards
[71] analytics
[71] timelocks

Top Words in Tweet in G10:
[45] devnet
[12] metaplex
[9] redacted_j
[9] camtuff_
[8] 0xalice_
[8] levicook
[8] costs
[8] mainnet
[8] today
[7] wallet

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1818] coming,soon
[1808] grab,#earlybird
[1808] #earlybird,role
[1808] role,#crema
[1808] #crema,community
[1807] follow,tag
[1807] tag,friends
[1807] friends,drop
[1806] community,exclusive
[1806] exclusive,rewards

Top Word Pairs in Tweet in G1:
[1746] grab,#earlybird
[1746] #earlybird,role
[1746] role,#crema
[1746] #crema,community
[1746] community,exclusive
[1746] exclusive,rewards
[1746] rewards,coming
[1746] coming,soon
[1746] soon,follow
[1746] follow,tag

Top Word Pairs in Tweet in G2:
[640] iota,devnet
[588] first,version
[505] tangle,voting
[486] devnet,upgrade
[482] version,tangle
[476] upgrade,first
[476] voting,complete
[472] complete,otv
[472] otv,groundbreaking
[462] iota,iota

Top Word Pairs in Tweet in G3:
[283] dex,aggregator
[282] cross,chain
[282] chain,dex
[250] aggregator,#solana
[249] #1sol,cross
[240] #solana,devnet
[224] successfully,swapped
[224] swapped,tokens
[224] tokens,#1sol
[222] devnet,1solprotocol

Top Word Pairs in Tweet in G4:
[42] network,automation
[39] youtube,video
[37] cisco,devnet
[37] world,network
[37] automation,top
[37] top,skills
[37] skills,jobs
[37] jobs,certs
[37] certs,laptops
[37] laptops,more

Top Word Pairs in Tweet in G5:
[205] devnet,expert
[191] cisco,devnet
[191] devnet,create
[110] expert,career
[110] career,changing
[110] changing,certification
[94] re,introducing
[94] introducing,cisco
[94] cisco,certified
[94] certified,devnet

Top Word Pairs in Tweet in G6:
[80] defi,app
[80] app,coming
[80] coming,devnet
[80] devnet,november
[80] november,stay
[80] stay,tunned
[80] tunned,follow
[79] thestarshipdefi,defi
[76] top,collection
[76] collection,magiceden_nft

Top Word Pairs in Tweet in G7:
[70] gt,gt
[44] announcing,trade
[44] trade,futures
[44] futures,#zetamarkets
[44] #zetamarkets,hedge
[44] hedge,speculate
[44] speculate,sol
[44] sol,using
[44] using,undercollateralized
[43] zetamarkets,announcing

Top Word Pairs in Tweet in G8:
[16] smart,contract
[16] devnet,launch
[16] launch,day
[16] day,today
[16] today,inaugurating
[16] inaugurating,#nftmarketplace
[16] #nftmarketplace,pigselated
[16] pigselated,#nft
[16] #nft,collection
[16] collection,special

Top Word Pairs in Tweet in G9:
[71] devnet,arrived
[71] arrived,#mina
[71] #mina,mainnet
[71] mainnet,features
[71] features,including
[71] including,rewards
[71] rewards,analytics
[71] analytics,timelocks
[71] timelocks,fully
[71] fully,available

Top Word Pairs in Tweet in G10:
[5] jellybeasts_sol,camtuff_
[5] camtuff_,nova_launch
[5] met,darth
[5] darth,vader
[5] vader,today
[5] today,disney
[5] disney,doesn
[5] doesn,believe
[5] believe,tests
[5] tests,devnet

Top Replied-To
Top Replied-To in Entire Graph:
@crema_finance
@iotabots
@iota
@hus_qy
@___cypher__
@icedknife
@vrom14286662
@nanoisawesome1
@linusnaumann
@senfdatzu

Top Replied-To in G1:
@crema_finance

Top Replied-To in G2:
@iotabots
@iota
@hus_qy
@___cypher__
@vrom14286662
@nanoisawesome1
@linusnaumann
@senfdatzu
@iotaidentity_
@xzhybbs

Top Replied-To in G3:
@crema_finance
@solana
@1solprotocol
@aeyakovenko
@01_protocol
@0xoozz
@skogard
@exposurefi
@mjkid221
@_buildspace

Top Replied-To in G4:
@giftedlane
@blkwomenread
@bigl_dakang
@nickrusso42518
@citylifematt
@marchal___
@j_verlaine
@labeveryday
@ericchou
@null0_route

Top Replied-To in G5:
@entapprepo

Top Replied-To in G6:
@solanadbs
@tehsheperd

Top Replied-To in G7:
@driftprotocol
@antoinefreches
@da0_jones
@cryptoprenueruk
@burntfinance
@tristan0x
@zeta
@zetamarkets
@mercurialfi
@atrixprotocol

Top Replied-To in G8:
@beniaminmincu
@mattdalby3
@uponly84
@hedegaardjakob
@elrondeglddoc
@truststaking
@imalandpirate
@krypto_chef
@wesleybkress
@erdseanft

Top Replied-To in G9:
@minacryptocom
@just_h0dl

Top Replied-To in G10:
@levicook
@0xalice_
@redacted_j
@linuxlia
@baalazamon
@themycoverse
@genesysgo
@if__name__main
@staccart
@solpaid

Top Mentioned
Top Mentioned in Entire Graph:
@crema_finance
@hus_qy
@iota
@solana
@1solprotocol
@solanadbs
@vrom14286662
@zetamarkets
@thestarshipdefi
@solana_space

Top Mentioned in G1:
@crema_finance
@solanagrapevine
@phantom
@moonpayhq
@pythnetwork
@muksodiqsodiq
@kingalready02
@queentoyin04
@keriptoan
@pokoknyaderry

Top Mentioned in G2:
@hus_qy
@iota
@vrom14286662
@holgerkoether
@zorroandaluz
@sabrigoldberg
@linusnaumann
@senfdatzu
@unseriouscandle
@zeuseidon_12

Top Mentioned in G3:
@solana
@1solprotocol
@solana_space
@_buildspace
@crema_finance
@projectserum
@goosefx1
@solanaconf
@solanians_
@solana_daily

Top Mentioned in G4:
@ciscodevnet
@labeveryday
@learningatcisco
@davidbombal
@nickrusso42518
@bigevilbeard
@j_verlaine
@devnetdan
@ejrojase
@antonkarneliuk

Top Mentioned in G6:
@solanadbs
@thestarshipdefi
@magiceden_nft
@droidkingsolana
@jaburx
@divvybet
@lilapecapital
@barneyxbt
@nftnetwrk

Top Mentioned in G7:
@zetamarkets
@driftprotocol
@burntfinance
@btc_prime1
@tap_finance
@coinsharesco
@mcgpetch
@pythnetwork
@crema_finance
@phantom

Top Mentioned in G8:
@erdseanft
@elrondnetwork
@cryptoringsnft
@elrondgirls
@catalinanghel92
@beniaminmincu
@truststaking
@wesleybkress
@octopodsnft
@emoonspace

Top Mentioned in G9:
@staketab
@everstake_pool
@minaprotocol
@minaprotocol_in
@minaclub_22kb
@mina_russia
@christinetyip
@bijan_sha
@_garethtdavies

Top Mentioned in G10:
@metaplex
@camtuff_
@redacted_j
@nova_launch
@0xalice_
@jellybeasts_sol
@blockheadken
@phantom
@levicook
@aptnoo

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@republikaonline
@thudao76
@xaelbot
@codedailybot
@thedeveloperbot
@cybersecurityn8
@ipythonistabot
@morolswediu

Top Tweeters in G1:
@amrikhoirizal
@hiz_hoeliness
@vhowa
@keluxs_id
@hairulones
@joosannn
@kaulkaul
@armawanda
@nellypbaba
@fareastfracta

Top Tweeters in G2:
@helperstream
@jacobussystems
@pythonroboto
@vitorlima2
@nuonrg
@c4chaos
@t3n
@martinaudley
@brianroemmele
@davidgokhshtein

Top Tweeters in G3:
@dankbotretweets
@loserleaves
@veripsa5
@joemccann
@steffanoferrari
@_nighthawk69_
@mojica_corzo
@maryaprilalfor1
@aravind___k
@resa_bunda

Top Tweeters in G4:
@cybersec_feeds
@xaelbot
@codedailybot
@thedeveloperbot
@ipythonistabot
@morolswediu
@discovertech3
@100xcode
@djangobot_
@coderretweet

Top Tweeters in G5:
@republikaonline
@sexotube1
@noticieroporno
@blazn_x
@networkreading
@netdynamicsllc
@smbgurus
@relojes_y
@humbleseun
@supermcgamer

Top Tweeters in G6:
@7sent_
@coffeewithihan
@rambeling
@soinfts
@0xsant
@rockybluntz
@jaburx
@sheynaynaay
@nightss_
@alexcostatweets

Top Tweeters in G7:
@mattysino
@eeemz333
@hc93_
@cryptomaestro
@zeta
@angry__pacifist
@cryptomacul
@bestcryptoai
@tsolserer
@cryptobonaparte

Top Tweeters in G8:
@pytyser
@imalandpirate
@amanda_devik
@wesleybkress
@blazzordnft
@21blacky
@elrondarmy
@dermot_c37
@jeff_wainwright
@pippiwestwood

Top Tweeters in G9:
@xenit0
@cryp_to_mars
@dnfrdy
@avioneta57
@efernando94
@cryptocyclops
@just_h0dl
@nastyadubinskay
@elviejoalias
@17giallorossi

Top Tweeters in G10:
@camtuff_
@boredgentleman
@jimthedev
@levicook
@whyteuk
@capetaintrippy
@rebeccagund
@billy_molyneaux
@thedeadstockog
@0xalice_


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