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fintech _2017-10-08_23-07-48.xlsx
fintech _2017-10-08_23-07-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 09, 2017
Short Description:
fintech via NodeXL http://bit.ly/2y344sq
@bourseettrading
@ottlegalrebels
@fisher85m
@deeplearn007
@spirosmargaris
@jacburns_comext
@nocomp

Description:
Description
The graph represents a network of 4,189 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 Monday, 09 October 2017 at 06:14 UTC.

The requested start date was Monday, 09 October 2017 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 11-day, 5-hour, 4-minute period from Wednesday, 27 September 2017 at 11:28 UTC to Sunday, 08 October 2017 at 16:33 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 : 4189
Unique Edges : 6102
Edges With Duplicates : 2541
Total Edges : 8643
Self-Loops : 2033
Reciprocated Vertex Pair Ratio : 0.012604296112196
Reciprocated Edge Ratio : 0.0248948106591865
Connected Components : 935
Single-Vertex Connected Components : 504
Maximum Vertices in a Connected Component : 2371
Maximum Edges in a Connected Component : 6580
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.623573
Graph Density : 0.000325134072203932
Modularity : 0.579584
NodeXL Version : 1.0.1.388

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[46] http://worldnewslatestsummary.blogspot.com/2017/10/fintech-start-up-curve-has-new-feature.html
[29] http://cloudcomputing.sys-con.com/node/4120419
[29] http://internetofthingsrecruiting.com/byod-it-security-and-the-internet-of-things/
[26] https://discordapp.com/invite/HbKVa2P
[22] http://cloudcomputing.sys-con.com/node/4144359
[21] http://www.viva.co.id/digital/startup/961064-ojk-blak-blakan-masalah-yang-dihadapi-fintech
[20] https://s3-eu-west-1.amazonaws.com/utrust/UTRUST-whitepaper-v1.0.1.pdf
[20] https://bitcointalk.org/index.php?topic=2197668
[20] https://www.linkedin.com/pulse/want-career-finance-soft-skills-alone-wont-get-you-jason-schenker
[19] http://cloudcomputing.sys-con.com/node/4167094

Top URLs in Tweet in G1:
[13] http://ift.tt/2gdlZ5w
[12] https://thenextweb.com/contributors/2017/08/19/merging-big-data-ai-next-step/#.tnw_8p5Mgc6o
[10] https://thefinancialbrand.com/67792/prepare-for-the-macro-trends-reshaping-the-banking-industry/?JMTW
[10] https://letstalkpayments.com/fintech-iot-25-billion-growth-by-2020-infographic/
[9] https://aibusiness.com/how-can-banks-get-started-with-machine-learning/
[8] https://hubs.ly/H08GtMf0?utm_content=60968771&utm_medium=social&utm_source=twitter
[7] http://cloudcomputing.sys-con.com/node/4144359
[7] http://www.onalytica.com/blog/posts/artificial-intelligence-2017-top-100-influencers-brands-and-publications/?utm_content=buffer07b7e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://news.bitcoin.com/the-satoshi-revolution-a-revolution-of-rising-expectations-chap1-part1/
[7] https://www.cryptocoinsnews.com/japan-develops-digital-id-blockchain-consumers-banks/

Top URLs in Tweet in G2:
[46] http://worldnewslatestsummary.blogspot.com/2017/10/fintech-start-up-curve-has-new-feature.html
[6] https://www.econotimes.com/Tech-Giants-are-a-Much-Bigger-Threat-to-Banks-than-Fintech-Start-Ups-World-Economic-Forum-Warns-878045
[4] https://register.gotowebinar.com/register/50470167765908226
[4] http://trade-ideas.com/referral.html?p=Wick&w=trade-of-week
[4] https://www.ft.com/content/a8a208e8-ac3d-11e7-aab9-abaa44b1e130
[3] https://twitter.com/i/web/status/913003038289350656
[3] https://www.frenchweb.fr/38-millions-deuros-pour-kyriba-une-ipo-en-vue/304136
[3] http://www.pymnts.com/
[3] http://crowdsales.online/
[2] https://t.co/kzeEohozqr%E2%80%A6

Top URLs in Tweet in G3:
[7] https://briandcolwell.com/2017/07/iota-the-backbone-of-iot-is-here/.html
[7] https://cointelegraph.com/news/chinas-traders-become-mainstream-heroes-by-defying-exchange-ban
[7] https://ripple.com/insights/ripple-supports-singapores-fintech-hub-aspirations-with-new-office/
[6] https://briandcolwell.com/2017/07/stratis-blockchain-as-a-service-baas/.html
[6] http://techfoliance.com/fintech-corner/flash-news/the-eba-says-31-of-fintech-in-europe-are-not-regulated/
[5] https://briandcolwell.com/2017/06/nem-the-biggest-cryptocurrency-you-havent-heard-of/.html
[4] https://briandcolwell.com/2017/06/the-ripple-effect-internationalizing-the-banking-industry/.html
[4] https://www.cbinsights.com/research/cybersecurity-us-map/
[4] http://ow.ly/D7iG30fAZiR
[4] https://www.technative.io/blockchain-understanding-the-hype/

Top URLs in Tweet in G4:
[24] https://discordapp.com/invite/HbKVa2P
[20] https://s3-eu-west-1.amazonaws.com/utrust/UTRUST-whitepaper-v1.0.1.pdf
[19] https://bitcointalk.org/index.php?topic=2197668
[15] https://t.me/utrustofficial
[15] https://www.youtube.com/channel/UCJGArTMLKNJwO9r2E6TN9pQ
[15] https://t.me/joinchat/GNE4JQxWumaWJxaSn3ksMw
[15] https://modex-tech.slack.com/join/shared_invite/MjIwMzk2NjA3NjAwLTE1MDE2NzM0NDYtMmVkMTlhNDQzOQ
[13] https://bitcointalk.org/index.php?topic=2078433.0
[12] https://medium.com/hometoken/why-hometoken-43bb4aad8e63
[7] https://medium.com/@UTRUST/u-t-r-u-s-t-our-values-a67dabc82ca9

Top URLs in Tweet in G5:
[8] https://blogs.thomsonreuters.com/answerson/the-skills-that-will-define-the-fintech-leaders-of-tomorrow/
[7] http://www.bankingtech.com/1007482/wirecard-continues-alipay-push-with-merchant-deals/
[5] http://www.bankingtech.com/1020282/bank-of-england-fintech-accelerator-feels-the-fourth-for-innovation/
[5] http://www.bnn.ca/alibaba-s-online-payment-platform-alipay-coming-to-canada-company-says-1.865781
[4] http://www.bankingtech.com/1006082/cfte-supercharger-s-fintech-learning-in-asia/
[4] http://positivemoney.org/2017/10/lagarde-central-banking/
[4] http://www.fintech.finance/01-news/fintech-group-wins-major-b2b-client-with-kommunalkredit-austria/
[3] http://www.bankingtech.com/1010532/no-excuses-from-revolut-after-server-issues/#.WdJYS-vxSNo.twitter
[3] http://www.bankingtech.com/1003042/suntec-xelerates-its-open-banking-ambitions/
[3] https://www.finextra.com/newsarticle/31116/seb-and-nasdaq-to-collaborate-on-blockchain-based-funds-platform

Top URLs in Tweet in G6:
[19] https://www.finextra.com/blogposting/14564/banking-on-machine-learning
[5] https://medium.com/towards-data-science/artificial-intelligence-verticals-ii-fintech-5dcffae10b1
[4] https://letstalkpayments.com/fintech-iot-25-billion-growth-by-2020-infographic/
[2] http://www.awsgeek.com/posts/amazon-machine-learning-summary/
[2] http://www.tearsheet.co/culture-and-talent/goldman-sachs-foray-into-consumer-banking-is-getting-aggressive?utm_medium=email&utm_campaign=tsdis&utm_source=daily&utm_content=170927
[2] https://letstalkpayments.com/the-digital-banking-underdog-toronto-emerges-as-global-fintech-leader/?utm_content=buffer1e52b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://bit.ly/2xJz5R5
[2] https://bankingjournal.aba.com/2017/09/the-top-fintech-trends-driving-the-next-decade/
[2] https://letstalkpayments.com/the-digital-banking-underdog-toronto-emerges-as-global-fintech-leader/?utm_source=twitter&utm_medium=twitter&utm_campaign=twitter
[1] https://twitter.com/i/web/status/916667533293490181

Top URLs in Tweet in G7:
[22] http://cloudcomputing.sys-con.com/node/4120419
[18] http://cloudcomputing.sys-con.com/node/4167094
[14] http://cloudcomputing.sys-con.com/node/4144359
[11] http://cloudcomputing.sys-con.com/node/4157848
[8] http://cloudcomputing.sys-con.com/node/4129400
[7] http://bigdata.sys-con.com/node/3786780
[6] the
[5] https://trib.al/Dz2OLpp
[5] http://cloudcomputing.sys-con.com/node/4123540
[5] http://registration.sys-con.com/

Top URLs in Tweet in G8:
[11] https://www.mckinsey.it/node/7788
[7] http://www.wgaconsulting.com/new/Discount/
[6] http://www.infodata.ilsole24ore.com/2017/09/08/startup-boom-globale-del-fintech-litalia-resta-sempre-ritardo/
[4] https://btcmanager.com/omise-to-process-mcdonalds-thailand-payments/
[4] https://www.youtube.com/watch?v=519Ud7_E67M&t=18s
[4] http://mercercapital.com/product/creating-strategic-value-through-financial-technology/
[3] https://bothsidesofthetable.com/the-case-for-against-cryptocurrencies-101-c8d71c444fe0?utm_content=bufferd32e0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://cointelegraph.com/news/snowden-ventures-cryptocurrency-opinion-on-twitter
[3] https://cointelegraph.com/news/chinas-traders-become-mainstream-heroes-by-defying-exchange-ban?ref=5332
[3] https://www.cewebity.com/

Top URLs in Tweet in G9:
[17] http://bit.ly/2xXknqs
[7] http://glancepay.com/?utm_content=buffer338e7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.coindesk.com/us-currency-boss-opens-door-licensed-bitcoin-banks/?utm_content=buffere88b4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://bit.ly/2fKpboE
[3] https://www.wired.com/story/firewalls-dont-stop-hackers-ai-might/?utm_content=buffer54c05&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://bit.ly/2fWOtn4
[2] https://futurism.com/in-the-future-you-might-get-paid-for-the-data-you-share-online/?utm_content=buffer128ab&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://time.com/4957419/college-students-artificial-intelligence-preparation/?utm_content=buffer78230&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://dazeinfo.com/2017/09/28/apple-amazon-facebook-microsoft-product-revenue/?utm_content=buffer2391d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://bit.ly/2xngqHz

Top URLs in Tweet in G10:
[4] http://techcrunch.com/2017/09/27/revolut-launches-cell-phone-insurance-in-the-uk/
[3] http://uk.businessinsider.com/worldremit-accounts-2016-revenue-2017-9
[3] http://tcrn.ch/2xREeqj
[2] http://bit.ly/2yvXXxp
[2] http://read.bi/2xEOaUC
[2] http://www.altfi.com/article/3503_is_an_ma_boom_imminent_for_uk_fintech
[2] https://Europe2017.FinTech.nl
[2] http://techcrunch.com/2016/08/13/edtech-is-the-next-fintech/
[1] https://twitter.com/i/web/status/912973836676730880
[1] http://ow.ly/9CSb30fw4rl

Top Domains
Top Domains in Tweet in Entire Graph:
[1259] twitter.com
[166] sys-con.com
[131] bit.ly
[74] medium.com
[64] paper.li
[62] internetofthingsrecruiting.com
[61] buff.ly
[55] bankingtech.com
[54] cointelegraph.com
[52] linkedin.com

Top Domains in Tweet in G1:
[357] twitter.com
[37] sys-con.com
[28] thefinancialbrand.com
[20] bit.ly
[16] ift.tt
[16] internetofthingsrecruiting.com
[12] thenextweb.com
[10] letstalkpayments.com
[10] onalytica.com
[9] aibusiness.com

Top Domains in Tweet in G2:
[118] twitter.com
[48] blogspot.com
[26] google.com
[14] fb.me
[14] linkedin.com
[11] paper.li
[11] ift.tt
[11] bit.ly
[10] buff.ly
[8] pymnts.com

Top Domains in Tweet in G3:
[182] twitter.com
[42] briandcolwell.com
[12] bit.ly
[12] coindesk.com
[9] cointelegraph.com
[9] techfoliance.com
[7] cbinsights.com
[7] ow.ly
[7] ripple.com
[4] reuters.com

Top Domains in Tweet in G4:
[54] twitter.com
[36] medium.com
[36] t.me
[32] bitcointalk.org
[25] youtube.com
[24] discordapp.com
[21] slack.com
[20] amazonaws.com
[9] facebook.com
[9] fb.me

Top Domains in Tweet in G5:
[53] twitter.com
[46] bankingtech.com
[13] finextra.com
[8] thomsonreuters.com
[8] fintech.finance
[7] fintechcircle.com
[7] buff.ly
[5] bit.ly
[5] bnn.ca
[5] mckinsey.com

Top Domains in Tweet in G6:
[47] twitter.com
[19] finextra.com
[9] letstalkpayments.com
[5] medium.com
[3] tearsheet.co
[3] cbinsights.com
[2] awsgeek.com
[2] sys-con.com
[2] inc.com
[2] bit.ly

Top Domains in Tweet in G7:
[122] sys-con.com
[44] twitter.com
[5] trib.al
[4] ow.ly
[4] themarketmogul.com
[4] lightreading.com
[3] co.kr
[3] njtc.org
[3] cointelegraph.com
[3] bit.ly

Top Domains in Tweet in G8:
[46] twitter.com
[11] mckinsey.it
[11] cointelegraph.com
[8] ilsole24ore.com
[7] btcmanager.com
[7] wgaconsulting.com
[6] moneyhealthfinance.com
[6] coindesk.com
[6] bit.ly
[5] businessinsider.in

Top Domains in Tweet in G9:
[38] bit.ly
[34] twitter.com
[7] glancepay.com
[4] nextbigfuture.com
[3] coindesk.com
[3] wired.com
[3] buff.ly
[2] futurism.com
[2] time.com
[2] dazeinfo.com

Top Domains in Tweet in G10:
[21] twitter.com
[7] techcrunch.com
[3] businessinsider.com
[3] altfi.com
[3] tcrn.ch
[2] bit.ly
[2] read.bi
[2] fintech.nl
[1] ow.ly
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5163] fintech
[1742] blockchain
[1692] ai
[1177] iot
[1069] bigdata
[848] bitcoin
[701] defstar5
[668] machinelearning
[644] ml
[589] makeyourownlane



Top Hashtags in Tweet in G1:
[1348] fintech
[837] ai
[700] iot
[652] bigdata
[556] blockchain
[357] cybersecurity
[345] machinelearning
[284] ml
[220] infosec
[213] insurtech

Top Hashtags in Tweet in G2:
[336] fintech
[46] cnbc
[35] blockchain
[35] bitcoin
[35] ai
[26] insurtech
[23] crypto
[18] bigdata
[17] tech
[17] startup

Top Hashtags in Tweet in G3:
[738] fintech
[427] defstar5
[369] makeyourownlane
[343] mpgvip
[262] blockchain
[148] ai
[137] iot
[97] bitcoin
[89] insurtech
[88] startup

Top Hashtags in Tweet in G4:
[332] fintech
[227] blockchain
[194] bitcoin
[152] ethereum
[143] cryptocurrency
[104] ico
[95] investment
[73] eth
[72] btc
[51] cryptorevolution

Top Hashtags in Tweet in G5:
[247] fintech
[23] ai
[21] insurtech
[14] blockchain
[14] startup
[12] banking
[12] payments
[12] innovation
[11] defstar5
[11] makeyourownlane

Top Hashtags in Tweet in G6:
[239] fintech
[207] ai
[188] machinelearning
[182] ml
[145] tech
[116] bigdata
[93] banking
[86] blockchain
[65] deeplearning
[61] dl

Top Hashtags in Tweet in G7:
[284] fintech
[142] ai
[108] iot
[87] devops
[86] cloudnative
[80] dx
[79] ml
[77] serverless
[75] blockchain
[71] smartcities

Top Hashtags in Tweet in G8:
[206] fintech
[98] blockchain
[91] bitcoin
[63] ethereum
[58] crypto
[52] ico
[51] feeed
[17] iot
[13] innovazione
[13] tech

Top Hashtags in Tweet in G9:
[112] fintech
[78] ai
[25] machinelearning
[23] blockchain
[20] insurtech
[17] spend
[15] ml
[14] iot
[11] bigdata
[11] bitcoin

Top Hashtags in Tweet in G10:
[53] fintech
[18] efta17
[7] finance
[4] phone
[4] insurance
[3] luxembourg
[3] revolut
[3] tech
[3] iot
[3] attack

Top Words
Top Words in Tweet in Entire Graph:
[2032] Words in Sentiment List#1: Positive
[1094] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[91540] Non-categorized Words
[94666] Total Words
[6010] fintech
[1881] blockchain
[1781] ai
[1234] iot
[1071] bigdata

Top Words in Tweet in G1:
[1374] fintech
[860] ai
[721] iot
[652] bigdata
[578] blockchain
[359] cybersecurity
[345] machinelearning
[284] ml
[226] tech
[220] infosec

Top Words in Tweet in G2:
[588] fintech
[68] new
[63] business
[60] bitcoin
[60] up
[58] start
[53] blockchain
[48] cnbc
[47] curve
[46] feature

Top Words in Tweet in G3:
[756] fintech
[427] defstar5
[369] makeyourownlane
[343] mpgvip
[270] blockchain
[250] bourseettrading
[153] ai
[137] iot
[102] bitcoin
[101] startup

Top Words in Tweet in G4:
[372] fintech
[243] blockchain
[196] bitcoin
[173] hometokenio
[152] ethereum
[152] ico
[147] cryptocurrency
[96] investment
[95] utrust_official
[94] join

Top Words in Tweet in G5:
[283] fintech
[28] bankingtechno
[26] ai
[25] new
[24] s
[21] insurtech
[21] blockchain
[20] banking
[19] tech
[16] bank

Top Words in Tweet in G6:
[264] fintech
[218] ai
[188] machinelearning
[182] ml
[146] tech
[145] deeplearn007
[128] banking
[116] bigdata
[90] blockchain
[69] iot

Top Words in Tweet in G7:
[298] fintech
[159] ai
[148] cloudexpo
[115] iot
[90] devops
[86] cloudnative
[86] dx
[79] blockchain
[79] ml
[77] serverless

Top Words in Tweet in G8:
[213] fintech
[103] blockchain
[94] bitcoin
[71] ethereum
[59] crypto
[55] ico
[51] feeed
[51] token
[51] sale
[30] feeed_cc

Top Words in Tweet in G9:
[114] fintech
[79] ai
[53] spirosmargaris
[34] more
[27] industry
[25] machinelearning
[23] blockchain
[20] insurtech
[19] learning
[18] thanks

Top Words in Tweet in G10:
[97] fintech
[23] european
[18] efta17
[14] awards
[14] funderbeam
[11] chris_skinner
[10] insurance
[10] best
[9] banking
[9] finance

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[563] blockchain,fintech
[459] defstar5,makeyourownlane
[396] makeyourownlane,mpgvip
[385] fintech,defstar5
[355] ai,machinelearning
[212] fintech,ai
[211] ai,ml
[209] fintech,insurtech
[208] bigdata,fintech
[207] fintech,blockchain

Top Word Pairs in Tweet in G1:
[171] ai,machinelearning
[113] blockchain,fintech
[105] defstar5,makeyourownlane
[98] fintech,insurtech
[95] bigdata,fintech
[94] fintech,ai
[93] fintech,iot
[91] machinelearning,bigdata
[87] fintech,blockchain
[86] ai,iot

Top Word Pairs in Tweet in G2:
[47] fintech,start
[46] start,up
[46] up,curve
[46] curve,new
[46] new,feature
[46] feature,processes
[46] processes,business
[46] business,expenses
[46] expenses,cnbc
[18] fintech,startup

Top Word Pairs in Tweet in G3:
[327] defstar5,makeyourownlane
[293] makeyourownlane,mpgvip
[291] fintech,defstar5
[107] blockchain,fintech
[56] fintech,insurtech
[38] defstar5,mpgvip
[30] fintech,crypto
[30] makeyourownlane,defstar5
[29] fintech,ai
[28] insurtech,defstar5

Top Word Pairs in Tweet in G4:
[169] blockchain,fintech
[140] bitcoin,cryptocurrency
[131] cryptocurrency,blockchain
[126] fintech,ethereum
[90] ethereum,investment
[52] btc,eth
[46] hometokenio,hometokenio
[41] crypto,fintech
[40] modexico,decentralize
[40] decentralize,btc

Top Word Pairs in Tweet in G5:
[12] skills,define
[12] define,fintech
[12] fintech,leaders
[12] leaders,tomorrow
[11] fintech,event
[11] embassy,paris
[10] fintech,accelerator
[10] fintech,innovation
[9] paris,ukinfrance
[7] wirecard,continues

Top Word Pairs in Tweet in G6:
[126] ai,machinelearning
[112] fintech,ml
[81] bigdata,fintech
[62] machinelearning,deeplearning
[61] ml,dl
[52] deeplearning,bigdata
[48] dl,tech
[44] ml,blockchain
[42] deeplearn007,ai
[40] banking,tech

Top Word Pairs in Tweet in G7:
[78] ai,ml
[50] silicon,valley
[37] smartcities,fintech
[32] ml,api
[31] fintech,blockchain
[29] cloudnative,fintech
[28] ai,dx
[27] dl,dx
[25] cloudnative,devops
[25] ml,dl

Top Word Pairs in Tweet in G8:
[66] bitcoin,blockchain
[51] feeed,token
[51] token,sale
[51] sale,ico
[51] ico,bitcoin
[51] blockchain,ethereum
[51] ethereum,crypto
[51] crypto,fintech
[30] feeed_cc,feeed
[21] blockchain,fintech

Top Word Pairs in Tweet in G9:
[21] ai,fintech
[17] fashion,industry
[17] industry,learning
[17] learning,more
[17] more,more
[17] more,spend
[17] spend,thanks
[17] thanks,ai
[16] spirosmargaris,fashion
[14] fintech,insurtech

Top Word Pairs in Tweet in G10:
[23] european,fintech
[14] fintech,awards
[8] phone,insurance
[7] techcrunch,fintech
[6] pr,director
[6] director,exscudo
[6] exscudo,innaexscudo
[6] innaexscudo,new
[6] new,adviser
[6] adviser,fintech

Top Replied-To
Top Replied-To in Entire Graph:
@null
@hometokenio
@cisco
@ripple
@mymonese
@hackspacecap
@patricklanebz
@sonercanko
@culonasvip
@tsgtsg

Top Replied-To in G1:
@microsoft
@wef
@fmfrancoise

Top Replied-To in G3:
@ripple
@pascalbouvier
@commerzbank
@xbond49
@theadamgabriel
@hackspacecap
@tsgtsg
@bourseettrading
@salesforce

Top Replied-To in G4:
@hometokenio
@easymineio
@datumnetwork

Top Replied-To in G5:
@kaarmann
@fintechcircle
@fintechsin
@vivienne_im

Top Replied-To in G6:
@fundingcircleuk

Top Replied-To in G7:
@ibmcloud
@mymonese

Top Replied-To in G8:
@cisco
@sytaylor

Top Replied-To in G9:
@slackhq
@davidbrear

Top Replied-To in G10:
@culonasvip
@chris_skinner
@funderbeam

Top Mentioned
Top Mentioned in Entire Graph:
@bourseettrading
@fisher85m
@deeplearn007
@cloudexpo
@jacburns_comext
@jblefevre60
@hometokenio
@jimmarous
@utrust_official
@mikequindazzi

Top Mentioned in G1:
@fisher85m
@jblefevre60
@jacburns_comext
@cloudpreacher
@jimmarous
@bourseettrading
@mikequindazzi
@ipfconline1
@deeplearn007
@cloudexpo

Top Mentioned in G2:
@bllshbrsh
@arnabch01
@hebertkonlabs
@sanamashahani
@fluel_torino
@lianabell8
@magnetis
@dhaimes
@oli_bulgaria
@rzembo

Top Mentioned in G3:
@bourseettrading
@bcolwell_4ir
@coindesk
@mikequindazzi
@ripple
@wef
@deeplearn007
@xbond49
@ibm
@disruptionhub

Top Mentioned in G4:
@hometokenio
@utrust_official
@modex_tech
@vindyne8
@slackhq
@telegram
@wavesplatform
@sasha35625
@tripallyworld
@rega20847530

Top Mentioned in G5:
@bankingtechno
@cgledhill
@susannechishti
@ukinfrance
@superchargerft
@finextra
@ftc_institute
@thomsonreuters
@fintechcircle
@ftpartners

Top Mentioned in G6:
@deeplearn007
@jimmarous
@letstalkpaymnts
@ip
@gp_pulipaka
@jacburns_comext
@psb_dc
@cloudexpo
@change_hc
@modrnhealthcr

Top Mentioned in G7:
@cloudexpo
@ibmcloud
@gonzalezcarmen
@fintech_li
@ibmwatson
@mddhyvert
@thepsironi
@delaplexsoftwar
@the_marketmogul
@data_nerd

Top Mentioned in G8:
@feeed_cc
@btc_manager
@mckinsey_it
@sellalab
@sole24ore
@bourseettrading
@shopseasonal
@wga_consulting
@businessinsider
@fgordillo

Top Mentioned in G9:
@spirosmargaris
@socialfave
@jowyang
@glancepay
@nextbigfuture
@cbinsights
@scottros
@bourseettrading
@digitfyi
@futurism

Top Mentioned in G10:
@chris_skinner
@techcrunch
@fintechnl
@revolutapp
@funderbeam
@innaexscudo
@altfinews
@ex_scudo
@bhive_eu
@cybersprintnl

Top Tweeters
Top Tweeters in Entire Graph:
@juanmuriango
@gemawahyuh
@indiegamedevbot
@uskeus
@topnewskoeln
@alt_bit_coins
@eluniversal
@voltairein
@arkangelscrap
@updatesbot

Top Tweeters in G1:
@arkangelscrap
@roomeezon
@sectest9
@cyberdomain
@alevergara78
@clairebotai
@evankirstel
@itknowingness
@beingexample
@gmizrachi

Top Tweeters in G2:
@uskeus
@topnewskoeln
@voltairein
@updatesbot
@nuevalor
@yahyaalireal
@newsindo
@puisina
@teletipoeconomi
@titulame

Top Tweeters in G3:
@startuprealtime
@revolution_fr
@walmart
@ottlegalrebels
@valaafshar
@economictimes
@nytimes
@welt
@thomasclone
@chartmill

Top Tweeters in G4:
@schestowitz
@kingofpayments
@slackhq
@thetimes
@vindyne8
@dayx700
@tretomo_com
@algorithmic_ef
@isfinancespain
@ikechiawazie

Top Tweeters in G5:
@asklloydsbank
@donaldndoro
@magicdmw
@ddsd
@leimer
@fintechbot
@miguel12345
@chrisdulux
@curtisschin
@ijournal

Top Tweeters in G6:
@patrickarrelle
@clusterstock
@machinelearnbot
@itcrowdsource
@jjimenez816
@apurba3110
@ahier
@eprado_melo
@miroware
@turkeydt

Top Tweeters in G7:
@klm
@data_nerd
@airfrance
@cloudexpo
@sysconmedia
@ulitzer
@djdelleon
@containersexpo
@expoai
@crm_cws_cloud

Top Tweeters in G8:
@businewss_bot
@eraser
@businessinsider
@livemint
@7wdata
@italiastartup_
@formichenews
@tdzwilewski
@pearkes
@wikisteff

Top Tweeters in G9:
@zdnet
@worldfinance
@jldercle
@producthunt
@spirosmargaris
@hitpol
@jowyang
@clagett
@nigelwalsh
@cuinsight

Top Tweeters in G10:
@techcrunch
@blockchainbiz
@neerajt4
@sohear
@parn123
@chris_skinner
@neilshart
@revolutapp
@parisfinforum
@2012_btc