fintech , Twitter, 6/11/2019 9:58:49 AM, 199707


FAQ | Problem?

fintech _2019-06-10_23-44-56.xlsx
fintech _2019-06-10_23-44-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 11, 2019
Short Description:
fintech via NodeXL http://bit.ly/2WUbnPJ
@santchiweb
@spirosmargaris
@fintechna
@lagarde
@grazytgrazynatt
@mikequindazzi
@jimmarous
@monarchtoken
@hodor
@dpradhanbjp

Top hashtags:
#fintech
#blockchain
#ai
#crypto
#banking
#cryptocurrency
#machinelearning
#bitcoin

Description:
Description
The graph represents a network of 4,431 Twitter users whose tweets in the requested range contained "fintech ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 11 June 2019 at 06:47 UTC.

The requested start date was Monday, 10 June 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 1-day, 7-hour, 16-minute period from Saturday, 08 June 2019 at 16:43 UTC to Monday, 10 June 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 : 4431
Unique Edges : 5984
Edges With Duplicates : 2707
Total Edges : 8691
Number of Edge Types : 3
Mentions : 6613
Tweet : 1957
Replies to : 121
Self-Loops : 1957
Reciprocated Vertex Pair Ratio : 0.0157425223019066
Reciprocated Edge Ratio : 0.0309970724987085
Connected Components : 844
Single-Vertex Connected Components : 504
Maximum Vertices in a Connected Component : 2733
Maximum Edges in a Connected Component : 6737
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.694812
Graph Density : 0.000295832817523573
Modularity : 0.610668
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[85] https://www.youtube.com/watch?v=-ayqyXP-ImA&feature=youtu.be

[64] https://thexrpdaily.com/index.php/2019/06/08/christine-lagarde-opening-remarks-at-the-g20-international-cooperation-in-fintech/
[40] https://m.vk.com/id15800296
[30] https://www.binance.com/?ref=18511516
[17] https://contentmarketinginstitute.com/2019/03/influencer-marketing-roi/#disqus_thread
[17] https://trib.al/OHzrgkb
[16] https://readwrite.com/2019/06/08/dear-fintech-companies-debit-cards-wont-solve-all-your-problems/
[15] https://twitter.com/Yse_2013/status/1136985732017471489
[15] https://twitter.com/ZeuxApp/status/1136937902477369349
[15] http://www.coincaps.ai/en

Top URLs in Tweet in G1:
[10] https://www.startupticker.ch/en/news/march-2019/showcase-for-female-ceos#.XII1lBnQGdA.twitter
[9] https://interestingengineering.com/video/this-video-explores-the-ubiquitous-world-of-ai-and-its-impact-on-human-life
[8] https://www.uscybersecurity.net/speed-up-internet/
[8] https://futurism.com/deepfake-ai-videos-match-transcript-edits
[8] http://www.ibm.com/cognitive/advantage-reports/future-of-artificial-intelligence/ai-creativity.html
[8] https://www.n-ix.com/machine-learning-in-finance-why-what-how/
[7] https://www.tradersdna.com/financial-sector-the-importance-of-cybersecurity-in-fintech/
[7] https://www.howtogeek.com/166497/htg-explains-what-is-juice-jacking-and-how-worried-should-you-be/
[7] https://mindmatters.ai/2019/06/machine-learning-dates-back-to-at-least-300-bc/
[6] https://www.kdnuggets.com/2019/06/using-what-if-tool-investigate-machine-learning-models.html

Top URLs in Tweet in G2:
[10] https://readwrite.com/2019/06/08/dear-fintech-companies-debit-cards-wont-solve-all-your-problems/
[9] https://twitter.com/ZeuxApp/status/1136937902477369349
[9] http://tweetedtimes.com/media/rww/all
[8] https://twitter.com/ZeuxApp/status/1136753696971382785
[7] https://todayforyou.org/2019/06/08/icon-signs-a-strategic-partnership-with-chain-partners-a-blockchain-fintech-company/
[6] https://jp.reuters.com/article/g20-japan-imf-fintech-idJPKCN1T90E4
[6] https://www.crowdfundinsider.com/2019/06/148253-crowdbureau-partners-on-new-fintech-etf-that-tracks-crowdfunding-peer-to-peer-lending-platforms/
[6] https://m.vk.com/id15800296
[4] https://bitpress.jp/count2/3_9_10715
[4] https://twitter.com/stellerro/status/1136540274619027456

Top URLs in Tweet in G3:
[58] https://thexrpdaily.com/index.php/2019/06/08/christine-lagarde-opening-remarks-at-the-g20-international-cooperation-in-fintech/
[15] https://twitter.com/Yse_2013/status/1136985732017471489
[11] https://www.youtube.com/watch?v=a7JQzSn8Ptg

[10] https://m.vk.com/id15800296
[9] https://www.thenational.ae/business/technology/fintech-has-power-to-disrupt-global-finance-says-imf-s-christine-lagarde-1.871957
[8] https://www.imf.org/en/News/Articles/2019/06/07/sp060819-lagarde-the-next-steps-for-international-cooperation-in-fintech
[7] https://grnh.se/e7231c961
[6] http://snip.ly/k9f6hh
[6] https://www.pymnts.com/mastercard/2019/open-banking-financial-services-innovation-api/
[5] https://www.thetimes.co.uk/article/cyber-peril-grows-as-attacksbecome-bolder-and-smarter-93lx35clp

Top URLs in Tweet in G4:
[10] https://www.crowdfundinsider.com/2019/06/148248-goldman-sachs-ceo-says-they-get-no-credit-for-digital-bank-marcus/
[9] https://m.vk.com/id15800296
[7] https://mobileidworld.com/fintech-biometric-wearables-top-stories-806070/
[7] https://buzztechy.blogspot.com/2019/06/machine-learning-masterclass.html
[5] https://www.startmag.it/fintech/come-amazon-microsoft-e-google-rivoluzioneranno-industria-bancaria/
[5] https://www.df.cl/noticias/mercados/banca-fintech/siguen-y-siguen-bajando-tasa-de-creditos-hipotecarios-alcanza-nuevo/2019-06-07/094059.html
[5] https://readwrite.com/2019/06/08/dear-fintech-companies-debit-cards-wont-solve-all-your-problems/
[4] http://www.startuprad.io/
[4] https://twitter.com/FactomProtocol/status/1137843090272784384
[4] http://SpeedyLoans.com

Top URLs in Tweet in G5:
[6] https://ftpartners.docsend.com/view/6iqkvhb
[5] https://www.jdsupra.com/legalnews/wyoming-creates-fintech-sandbox-29430/
[4] https://www.bloomberg.com/news/articles/2019-06-04/dutch-velocity-capital-launches-120-million-fintech-fund
[3] https://medium.com/@khanfk
[2] http://www.pymnts.com/
[2] https://techcrunch.com/2019/06/07/synapse-raises-33m/
[2] http://news.bizpark.co/?edition_id=eea0e230-8a3d-11e9-a746-0cc47a0d1605
[2] https://www.figrow.com/blog/banks-must-abandon-the-marketing-mumbo-jumbo-that-compliance-loves?utm_campaign=12%20Steps%20to%20Grow%20Your%20CU&utm_content=92905639&utm_medium=social&utm_source=twitter&hss_channel=tw-4505753787
[2] https://www.americaninno.com/chicago/funding-chicago/redbox-co-founders-#fintech-startup-raises-12m/
[2] https://parisfintechforum.com/Partners

Top URLs in Tweet in G6:
[14] https://m.vk.com/id15800296
[12] https://contentmarketinginstitute.com/2019/03/influencer-marketing-roi/#disqus_thread
[8] https://blog.hubspot.com/marketing/branding#.XLBqjisV2pE.twitter
[7] https://www.simpliv.com/machinelearning/machine-learning-using-weka-software
[5] https://www.forbes.com/sites/forbesagencycouncil/2019/03/27/five-influencer-marketing-missteps-to-avoid-in-2019/#357b091e70b7
[5] https://sproutsocial.com/insights/social-media-skills/?platform=hootsuite
[5] https://meetedgar.com/?p=36560
[5] https://cryptocurrencytalk.com/topic/122857-block-header-requirement-for-sia-asics/
[4] https://www.searchenginejournal.com/successful-guest-posts/255205/?utm_source=twitter&utm_medium=social&utm_campaign=share-back-traffic
[4] https://blog.hubspot.com/marketing/tips-brand-awareness-instagram#.XMtN5MbDuLE.twitter

Top URLs in Tweet in G7:
[82] https://www.youtube.com/watch?v=-ayqyXP-ImA&feature=youtu.be


Top URLs in Tweet in G8:
[12] https://gudcapital.com/invoice-finance/
[3] https://blog.fusebill.com/best-payment-practices-to-avoid-business-blunders?ref=quuu
[2] https://www.techrepublic.com/article/are-passwords-obsolete-5-things-that-could-replace-them/
[2] http://fintechnews.hk/9504/remittance/swift-innovation-bitspark-response/
[2] https://www.cnbc.com/2019/03/31/there-is-a-savings-crisis-and-many-americas-dont-know-how-to-fix-it.html
[2] http://citadeladvantage.blogspot.com/2018/07/new-on-line-training-course.html?spref=tw
[2] https://www.illumeo.com/curriculum/understanding-fintech
[2] https://finovate.com/sofi-announces-500-million-investment-led-by-qatar/
[2] https://gudcapital.com/business-loans-with-tax-liens/
[2] https://gudcapital.com/staffing-payroll-funding/

Top URLs in Tweet in G9:
[3] https://mailchi.mp/dxworldexpo.com/friday-update-for-cloudexpo-new-york-faculty-417901?e=6b24c5d4d8
[2] https://vimeo.com/269218820?ref=em-v-share
[2] https://silamoney.com/?utm_source=Twitter&utm_campaign=Sila
[2] http://cloudcomputing.sys-con.com/node/4389446
[1] https://pages.consensys.net/blockchain-matchmaker
[1] http://dlvr.it/QwFMmf
[1] https://fullnodes.qtum.org/luckydraw
[1] http://www.sys-con.com/node/4384195?utm_source=Twitter&utm_campaign=Ripcord
[1] https://www.youtube.com/watch?v=dSbp3sh0CEo&feature=youtu.be

[1] https://hackernoon.com/8-tips-for-writing-a-winning-software-engineer-cover-letter-57c4724ce1a3

Top URLs in Tweet in G10:
[28] https://www.binance.com/?ref=18511516
[15] http://www.coincaps.ai/en
[4] https://research.ark-invest.com/thank-you-disruptive-innovation-why-now
[4] https://amzn.to/2MnZ4qL
[3] http://paymentchatbot.com
[3] https://interestingengineering.com/stanford-scientists-build-ai-tool-to-help-detect-aneurysms
[3] http://snip.ly/nd18xc
[2] http://educationblock.com
[2] https://mindmatters.ai/2019/06/machine-learning-dates-back-to-at-least-300-bc/
[2] https://mobileidworld.com/fintech-biometric-wearables-top-stories-806070/

Top Domains
Top Domains in Tweet in Entire Graph:
[221] twitter.com
[147] youtube.com
[76] lnkd.in
[68] careerarc.com
[66] reuters.com
[64] thexrpdaily.com
[62] forbes.com
[55] medium.com
[47] crowdfundinsider.com
[42] co.jp

Top Domains in Tweet in G1:
[18] forbes.com
[16] twitter.com
[12] techcrunch.com
[11] uscybersecurity.net
[11] mindmatters.ai
[11] interestingengineering.com
[10] startupticker.ch
[8] visualcapitalist.com
[8] mckinsey.com
[8] futurism.com

Top Domains in Tweet in G2:
[57] twitter.com
[26] lnkd.in
[23] reuters.com
[19] co.jp
[17] crowdfundinsider.com
[14] tweetedtimes.com
[12] readwrite.com
[9] youtube.com
[8] cnbcindonesia.com
[7] todayforyou.org

Top Domains in Tweet in G3:
[58] thexrpdaily.com
[23] medium.com
[23] twitter.com
[15] youtube.com
[12] grnh.se
[10] imf.org
[10] vk.com
[9] blogspot.com
[9] thenational.ae
[6] snip.ly

Top Domains in Tweet in G4:
[25] ccn.com
[23] cryptostaunch.com
[20] crowdfundinsider.com
[19] twitter.com
[13] euro-journal.press
[11] forbes.com
[11] careerarc.com
[10] co.za
[10] df.cl
[10] jobvite.com

Top Domains in Tweet in G5:
[10] twitter.com
[7] shareist.com
[6] youtube.com
[6] docsend.com
[5] careerarc.com
[5] jdsupra.com
[4] bloomberg.com
[4] medium.com
[4] lnkd.in
[4] dashnews.org

Top Domains in Tweet in G6:
[44] careerarc.com
[22] cryptocurrencytalk.com
[17] contentmarketinginstitute.com
[15] hubspot.com
[14] vk.com
[10] wordpress.com
[9] forbes.com
[8] socialmediaexaminer.com
[7] simpliv.com
[6] searchenginejournal.com

Top Domains in Tweet in G7:
[82] youtube.com

Top Domains in Tweet in G8:
[21] gudcapital.com
[15] fusebill.com
[8] finextra.com
[5] paymentsjournal.com
[5] blogspot.com
[5] thefinancialbrand.com
[5] reginnovate.com
[4] atmmarketplace.com
[4] forbes.com
[4] sedo.de

Top Domains in Tweet in G9:
[8] sys-con.com
[3] mailchi.mp
[2] consensys.net
[2] dlvr.it
[2] vimeo.com
[2] silamoney.com
[2] hackernoon.com
[2] techinvestornews.com
[1] qtum.org
[1] youtube.com

Top Domains in Tweet in G10:
[39] coincaps.ai
[28] binance.com
[7] snip.ly
[7] socialoutwork.com
[7] ccn.com
[4] paymentchatbot.com
[4] ark-invest.com
[4] amzn.to
[3] interestingengineering.com
[2] educationblock.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2945] fintech
[787] blockchain
[666] ai
[451] crypto
[327] banking
[312] cryptocurrency
[312] machinelearning
[302] bitcoin
[267] iot
[258] startup



Top Hashtags in Tweet in G1:
[539] fintech
[351] ai
[171] machinelearning
[142] iot
[116] artificialintelligence
[100] insurtech
[99] blockchain
[94] bigdata
[88] cybersecurity
[87] finserv

Top Hashtags in Tweet in G2:
[306] fintech
[67] blockchain
[53] crypto
[31] tokensale
[30] zeux
[28] bitcoin
[21] cryptocurrency
[20] ai
[17] banking
[16] finance

Top Hashtags in Tweet in G3:
[325] fintech
[78] xrp
[71] ripple
[63] fukuoka
[51] blockchain
[49] crypto
[27] bitcoin
[23] cryptocurrency
[20] payments
[17] ai

Top Hashtags in Tweet in G4:
[430] fintech
[136] blockchain
[73] crypto
[65] cryptocurrency
[55] banking
[52] startup
[50] finserv
[49] payments
[47] cryptonews
[46] bitcoin

Top Hashtags in Tweet in G5:
[150] fintech
[36] blockchain
[30] ai
[20] crypto
[19] banking
[18] cryptocurrency
[14] cryptonews
[13] iot
[12] dash
[11] cybersecurity

Top Hashtags in Tweet in G6:
[207] fintech
[120] socialmedia
[115] digitalmarketing
[96] contentmarketing
[78] ai
[74] startup
[73] marketing
[62] datascience
[59] machinelearning
[58] bigdata

Top Hashtags in Tweet in G7:
[82] blockchain
[1] bitcoin
[1] ethereum
[1] decentralize
[1] tge
[1] tokensale
[1] xrp
[1] bch
[1] btc
[1] cryptocurrency

Top Hashtags in Tweet in G8:
[139] fintech
[30] blockchain
[30] banking
[30] payments
[21] business
[20] smallbiz
[20] entrepreneur
[19] regtech
[19] finance
[17] crypto

Top Hashtags in Tweet in G9:
[40] ai
[39] cio
[35] fintech
[32] iot
[32] hybridcloud
[30] devops
[28] aiops
[26] blockchain
[16] serverless
[14] smartcities

Top Hashtags in Tweet in G10:
[137] fintech
[38] bitcoin
[33] btc
[33] crypto
[28] ai
[26] blockchain
[24] ethereum
[24] xrp
[21] airdrop
[21] eth

Top Words
Top Words in Tweet in Entire Graph:
[3182] Words in Sentiment List#1: Positive
[1088] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[106232] Non-categorized Words
[110502] Total Words
[2943] #fintech
[1075] fintech
[787] #blockchain
[703] gt
[666] #ai

Top Words in Tweet in G1:
[586] gt
[539] #fintech
[351] #ai
[186] mikequindazzi
[171] #machinelearning
[142] #iot
[122] spirosmargaris
[116] #artificialintelligence
[100] #insurtech
[99] #blockchain

Top Words in Tweet in G2:
[310] fintech
[306] #fintech
[67] #blockchain
[53] #crypto
[50] more
[43] new
[34] out
[34] lagarde
[32] s
[32] financial

Top Words in Tweet in G3:
[325] #fintech
[146] lagarde
[90] ripple
[78] #xrp
[76] cut
[76] cost
[76] accessing
[76] financing
[76] way
[75] d

Top Words in Tweet in G4:
[430] #fintech
[136] #blockchain
[113] fintech
[75] #crypto
[70] week
[65] #cryptocurrency
[62] 2019
[55] #banking
[52] #startup
[50] #finserv

Top Words in Tweet in G5:
[148] #fintech
[36] #blockchain
[30] #ai
[25] dash
[25] fintech
[22] gt
[20] #crypto
[19] #banking
[19] june
[19] s

Top Words in Tweet in G6:
[207] #fintech
[120] #socialmedia
[115] #digitalmarketing
[96] #contentmarketing
[78] #ai
[74] #startup
[73] #marketing
[70] iamjony94
[66] ume_kyd
[62] #datascience

Top Words in Tweet in G7:
[82] watch
[82] video
[82] monarch
[82] token
[82] company
[82] updates
[82] reasoning
[82] excitement
[82] #blockchain
[81] monarchtoken

Top Words in Tweet in G8:
[139] #fintech
[30] #blockchain
[30] #banking
[30] #payments
[24] business
[21] #business
[20] fintech
[20] #smallbiz
[20] #entrepreneur
[19] #regtech

Top Words in Tweet in G9:
[76] cloudexpo
[40] #ai
[39] #cio
[35] #fintech
[32] #iot
[32] #hybridcloud
[30] #devops
[28] #aiops
[27] join
[26] #blockchain

Top Words in Tweet in G10:
[137] #fintech
[48] follow
[46] everyone
[46] likes
[46] trade
[46] cryptocurrencies
[46] earn
[46] referrals
[38] #bitcoin
[34] #crypto

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[430] gt,gt
[145] #socialmedia,#digitalmarketing
[129] #blockchain,#fintech
[117] #crypto,#cryptocurrency
[115] #blockchain,#crypto
[114] #fintech,#banking
[113] #digitalmarketing,#contentmarketing
[109] #fintech,#blockchain
[99] #datascience,#fintech
[90] #fintech,#ai

Top Word Pairs in Tweet in G1:
[366] gt,gt
[73] mikequindazzi,gt
[57] #fintech,#insurtech
[44] #fintech,#ai
[44] #fintech,#banking
[43] #ai,#iot
[38] #banking,#finserv
[36] #vc,#fintech
[34] #machinelearning,#deeplearning
[32] #finserv,#cryptocurrency

Top Word Pairs in Tweet in G2:
[30] #crypto,#fintech
[28] #blockchain,#crypto
[28] #fintech,#tokensale
[25] nature,fintech
[24] lagarde,highlights
[24] disruptive,nature
[24] #zeux,#blockchain
[23] highlights,potential
[23] potential,disruptive
[19] fintech,company

Top Word Pairs in Tweet in G3:
[76] #fintech,cut
[76] cut,cost
[76] cost,accessing
[76] accessing,financing
[69] right,micropayments
[69] micropayments,going
[69] going,massive
[69] massive,revolution
[69] revolution,way
[69] way,software

Top Word Pairs in Tweet in G4:
[48] #blockchain,#crypto
[36] #blockchain,#fintech
[36] #fintech,#startup
[32] #p2ps,#blockchain
[32] #startup,#ico
[32] #ico,#ieo
[32] #ieo,#token
[30] #fintech,#blockchain
[30] p2ps,icobench
[30] icobench,editors

Top Word Pairs in Tweet in G5:
[15] #cryptocurrency,#blockchain
[14] #crypto,#fintech
[14] #fintech,#cryptocurrency
[14] #blockchain,#cryptonews
[14] gt,gt
[10] dash,dashpay
[9] n,bicomacopo
[9] #cryptonews,#dash
[9] #dash,dash
[8] #ai,#iot

Top Word Pairs in Tweet in G6:
[115] #socialmedia,#digitalmarketing
[91] #digitalmarketing,#contentmarketing
[54] #datascience,#fintech
[51] #contentmarketing,#growthhacking
[51] #growthhacking,#startup
[51] #startup,#seo
[46] #blogging,#infographic
[43] #infographic,#deeplearning
[41] #ai,#machinelearning
[39] #machinelearning,#bigdata

Top Word Pairs in Tweet in G7:
[82] watch,video
[82] video,monarch
[82] monarch,token
[82] token,company
[82] company,updates
[82] updates,reasoning
[82] reasoning,excitement
[82] excitement,#blockchain
[81] monarchtoken,watch

Top Word Pairs in Tweet in G8:
[23] #fintech,#banking
[21] #banking,#payments
[13] #smallbiz,#finance
[13] #finance,#entrepreneur
[13] #entrepreneur,#startups
[13] #startups,#fintech
[13] #fintech,#sales
[13] #sales,#marketing
[12] #business,#startup
[12] #startup,#smallbiz

Top Word Pairs in Tweet in G9:
[25] #hybridcloud,#cio
[24] 4,000
[24] 000,registered
[24] registered,delegates
[24] delegates,180
[24] 180,partners
[24] partners,70
[24] 70,exhibitors
[24] #cio,#ai
[23] #ai,#aiops

Top Word Pairs in Tweet in G10:
[46] follow,everyone
[46] everyone,likes
[46] likes,trade
[46] trade,cryptocurrencies
[46] cryptocurrencies,earn
[46] earn,referrals
[34] retweet,follow
[29] referrals,register
[21] #btc,#eth
[19] #crypto,#airdrop

Top Replied-To
Top Replied-To in Entire Graph:
@manianban
@iecarballo
@cryptonews_fr
@kiko_fintech
@iankar_
@kontannews
@teddtalkspay
@zeuxapp
@captainarinze
@aynrandpaulryan

Top Replied-To in G1:
@afalli
@emekaokoye

Top Replied-To in G2:
@sbcfintechcyber

Top Replied-To in G3:
@ripple
@sparkletoken
@jkcrypto2
@aantonop
@xrpcenter
@tobyjreily
@thalrathar
@lagarde

Top Replied-To in G4:
@teddtalkspay
@antoniogm
@carlos_guevara
@brazilianequity
@vizagfinfest
@saso_arsov
@goforsergei
@jasuja
@zuperbank

Top Replied-To in G5:
@ai_miami
@heroldbarton
@malekalby
@iohk_charles
@fklivestolearn
@333juancho
@aliya_hshah

Top Replied-To in G8:
@bahrainedb

Top Replied-To in G9:
@shamir_k
@antgrasso
@maiab

Top Replied-To in G10:
@visa

Top Mentioned
Top Mentioned in Entire Graph:
@spirosmargaris
@mikequindazzi
@lagarde
@iamjony94
@monarchtoken
@imfnews
@hodor
@dpradhanbjp
@ume_kyd
@jimmarous

Top Mentioned in G1:
@mikequindazzi
@spirosmargaris
@ronald_vanloon
@jimmarous
@psb_dc
@fgraillot
@topcybernews
@antgrasso
@xbond49
@ipfconline1

Top Mentioned in G2:
@gfaccord
@theafricamentor
@adriandomainame
@techmoran
@hellolemonij
@tearsheetco
@speriecustoms
@cbjacobs2

Top Mentioned in G3:
@lagarde
@imfnews
@hodor
@alexcobb_
@ripple
@xrpcryptowolf
@stedas
@fame21moore
@eraser
@joelkatz

Top Mentioned in G4:
@p2psf
@ralexjimenez
@spirosmargaris
@otcsmkg
@emphasispay
@amazon
@marcus
@ridecaribbean
@goldmansachs
@visa

Top Mentioned in G5:
@dashpay
@mikequindazzi
@fintechna
@dashpaynews
@spirosmargaris
@diofavatas
@gvalan
@vipeurope5
@kashthefuturist
@creditasbr

Top Mentioned in G6:
@iamjony94
@ume_kyd
@cct
@gersonrolim
@observatore2
@intellimetri
@vecto_mobile
@spirosmargaris
@jangielski
@machine_ml

Top Mentioned in G7:
@monarchtoken

Top Mentioned in G8:
@fusebill
@topcryptoevents
@gudcapital
@bitxmi
@iamjony94
@kpmg
@siliconfintech_
@kvanderhoydonk
@stanleyepstein
@jacobvar

Top Mentioned in G9:
@cloudexpo
@consensys
@qtumofficial
@ibmcloud
@ibmblockchain
@ulitzer
@crm_cws_cloud
@zakiadx
@shamir_k
@expodx

Top Mentioned in G10:
@ernestonaiwu
@insiderscrypt0
@coincapsai
@iamjony94
@stratorob
@salomonoli
@spirosmargaris
@azurflorian
@amruthasuri
@comistaken

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@market_screener
@marshawright
@robinsnewswire
@cowboyscifibot
@sectest9
@askmenfess
@phildecarolis
@myalliesnews
@javascriptd

Top Tweeters in G1:
@sectest9
@cybertoolsbooks
@evankirstel
@thehill
@calcaware
@reuters
@simonlporter
@cnbc
@thomaspower
@financialtimes

Top Tweeters in G2:
@occuworld
@marshawright
@myalliesnews
@sinembargomx
@bitcoinagile
@politicalhedge
@prpnews
@sushilpunia
@finanzlinkswelt
@devnullius

Top Tweeters in G3:
@phildecarolis
@eraser
@varun18vijay
@economictimes
@jeandoobs
@lecho
@sajid_monsoori
@yuukifushimi
@race2diversity
@dinisguarda

Top Tweeters in G4:
@ottlegalrebels
@ibmlahamad
@lastampa
@santchiweb
@zdnet
@dfinanciero
@cool_golang
@xhnews
@michele_arnese
@daviddoughty

Top Tweeters in G5:
@brettcateley
@jilliemary
@mrnaassir
@ludmarx1
@datsyuklover
@glaveanton
@fintechna
@drjimmystar
@wanderingstarz1
@srinualme

Top Tweeters in G6:
@nosqldigest
@entwistletx
@alleywatch
@innovatem
@startupbulletin
@abhinavpoonia
@secnewsbytes
@seoppcuk
@manifattura40
@evgenychernyav

Top Tweeters in G7:
@chris4kaka
@mohdaze91510537
@buh15gl
@jdesi7
@ritesh9198
@mitchmeistersa
@rakesh908699131
@asuzueddie
@donlis73
@dicer123321

Top Tweeters in G8:
@diapermakeovers
@stanleyepstein
@digital_mine_
@finopsnews
@vizworld
@ctsimpson1
@gudcapital
@solutioncoach
@regtech_fintech
@iamchuckrussell

Top Tweeters in G9:
@evanderburg
@andrewmorrisuk
@crm_cws_cloud
@ashot_
@cloudexpo
@kubesummit
@sysconmedia
@expoai
@ulitzer
@cloudjobfair

Top Tweeters in G10:
@gamergeeknews
@chidambara09
@trippbraden
@ham_gretsky
@funder
@sec_cyber
@coincapsai
@2601manish
@martinabutters
@gwinniejones