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fintech _2017-03-08_10-31-48.xlsx
fintech _2017-03-08_10-31-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 08, 2017
Short Description:
fintech via NodeXL http://bit.ly/2mZrCJs
@deeplearn007
@ottlegalrebels
@spirosmargaris
@jimmarous
@bourseettrading
@ipfconline1
@paul1978a

Description:
Description
The graph represents a network of 4,178 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 Wednesday, 08 March 2017 at 18:34 UTC.

The requested start date was Wednesday, 08 March 2017 at 01:01 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 5-day, 0-hour, 0-minute period from Thursday, 02 March 2017 at 18:49 UTC to Tuesday, 07 March 2017 at 18:50 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 : 4178
Unique Edges : 5683
Edges With Duplicates : 2397
Total Edges : 8080
Self-Loops : 2189
Reciprocated Vertex Pair Ratio : 0.0235905637744902
Reciprocated Edge Ratio : 0.04609375
Connected Components : 1151
Single-Vertex Connected Components : 768
Maximum Vertices in a Connected Component : 2239
Maximum Edges in a Connected Component : 5784
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.917505
Graph Density : 0.000293384421951893
Modularity : 0.583364
NodeXL Version : 1.0.1.374

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[69] https://thenextweb.com/eu/2017/03/06/losing-access-money-day-deepened-trust-fintech/
[65] https://thenextweb.com/artificial-intelligence/2017/03/07/ai-will-determine-future-fintech/#.tnw_JXaNckXq
[59] http://www.nanalyze.com/2017/03/biometric-authentication-body-evidence/
[54] http://cur.lv/14gvd6
[44] http://www.forbes.com/pictures/eilh45eiiel/blockchain-bitcoin/?utm_source=dlvr.it&utm_medium=twitter
[41] http://www.coindesk.com/the-trouble-with-fintech-and-why-now-is-the-time-for-dlt/
[36] https://www.cryptocoinsnews.com/uk-struggles-fill-fintech-positions/
[34] http://www.forbes.com/pictures/eilh45eiiel/blockchain-bitcoin/
[33] https://home.kpmg.com/xx/en/home/insights/2017/02/the-pulse-of-fintech-q4-2016.html?cid=twtp_soc_xx-acx_ent-fin-pls&utm_medium=soc&utm_source=twtp&utm_content=xx-acx&utm_campaign=ent-fin-pls
[32] https://thenextweb.com/eu/2017/03/06/losing-access-money-day-deepened-trust-fintech/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[57] https://thenextweb.com/eu/2017/03/06/losing-access-money-day-deepened-trust-fintech/
[43] http://www.forbes.com/pictures/eilh45eiiel/blockchain-bitcoin/?utm_source=dlvr.it&utm_medium=twitter
[34] http://www.forbes.com/pictures/eilh45eiiel/blockchain-bitcoin/
[31] https://thenextweb.com/eu/2017/03/06/losing-access-money-day-deepened-trust-fintech/?utm_source=dlvr.it&utm_medium=twitter
[25] https://www.cryptocoinsnews.com/uk-struggles-fill-fintech-positions/
[14] https://www.cryptocoinsnews.com/uk-struggles-fill-fintech-positions/?utm_source=dlvr.it&utm_medium=twitter
[13] http://www.businessinsider.com/fintech-ecosystem-financial-technology-data-and-business-opportunities-2016-7
[12] http://bit.ly/2mtsg0L
[11] http://www.businessinsider.com/heres-everything-we-learned-about-the-future-of-fintech-at-mobile-world-congress-2017-3
[10] http://www.newsbtc.com/2017/03/05/japan-fintech-revenues-2021/

Top URLs in Tweet in G2:
[22] https://www.reddit.com/r/pics/comments/5xin4n/elon_musk_and_peter_thiel_unveil_paypal_17_years/
[18] http://thefinancialbrand.com/59056/banking-consumer-data-fintech-competition/
[14] https://letstalkpayments.com/fintech-partnerships-path-to-reach-new-underbanked-customer/
[13] http://research.caciconsult.co.uk/digital_banking/
[12] http://www.oliverwyman.com/content/dam/oliver-wyman/v2/publications/2017/jan/the-state-of-the-financial-services-industry-2017.pdf
[11] https://thefinancialbrand.com/63322/artificial-intelligence-ai-banking-big-data-analytics/
[10] http://www.nanalyze.com/2017/03/biometric-authentication-body-evidence/
[9] http://www.coindesk.com/worlds-largest-shipping-company-tracking-cargo-blockchain/?utm_content=buffer1ea25&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.slideshare.net/CoinDesk/state-of-blockchain-q4-2016?utm_content=buffer2bd4c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] http://www.financemagnates.com/fintech/payments/8-major-trends-affecting-payment-providers/

Top URLs in Tweet in G3:
[59] https://thenextweb.com/artificial-intelligence/2017/03/07/ai-will-determine-future-fintech/#.tnw_JXaNckXq
[47] http://www.nanalyze.com/2017/03/biometric-authentication-body-evidence/
[21] http://www.newsbtc.com/2017/03/03/deutsche-bourse-fintech-arm-invest-blockchain-ai-year/
[5] http://themarketmogul.com/deep-learning-ai-will-shape-world-asset-management/
[5] http://ww2.cfo.com/technology/2017/03/betting-blockchain/
[4] http://www.econotimes.com/Blockchain-to-fundamentally-change-the-society-in-which-we-live--Gartner-419493http://www.econotimes.com/Blockchain-to-fundamentally-change-the-society-in-which-we-live--Gartner-419493
[4] http://blog.strands.com/machine-learning-artificial-intelligence-makes-banking-more-personal
[3] http://www.itproportal.com/features/improving-customer-interactions-leave-it-to-the-bots/
[3] http://linkis.com/0XZGb
[3] http://linkis.com/P7Sla

Top URLs in Tweet in G4:
[45] http://cur.lv/14gvd6
[18] http://cloudcomputing.sys-con.com/node/4012018
[14] http://cloudcomputing.sys-con.com/node/3958403
[11] http://crafty.ai
[9] http://cloudcomputing.sys-con.com/node/4008649
[5] http://www.cityam.com/260282/more-than-half-dozen-fintech-firms-hit-outage
[5] http://www.activevoice.us/article.jsp?name=fintech-in-2017-4-things-to-watch&t=technology
[4] https://boomi.com/blog/fintech-food-pharma-stories-digital-transformation/?utm_content=bufferf5f14&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.nytimes.com/glogin?URI=https%3A%2F%2Fwww.nytimes.com%2F2017%2F03%2F05%2Fbusiness%2Fdealbook%2Ftrump-stocks.html%3Fpartner%3DIFTTT%26_r%3D1
[4] https://www.technologyreview.com/s/603465/the-relentless-pace-of-automation/

Top URLs in Tweet in G5:
[23] https://www.youtube.com/watch?v=IvGdJvxCWqg&feature=youtu.be&utm_content=bufferf42fe&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://medium.com/wetrust-blog/wetrust-a-finalist-in-pitchit-startup-competition-61858801dc30#.foyvkz33t
[3] http://paper.li/MerlinGore/1460981425?edition_id=196e3a50-032f-11e7-a776-002590a5ba2d
[3] http://www.moneyandmentalhealth.org/a-mental-health-tech-challenge/
[2] http://blog.lendit.com/lendit-usa-2017-speakers-follow-twitter/?utm_source=twitter&utm_medium=social&utm_campaign=usa-2017
[2] http://www.coindesk.com/blockchain-adoption-optimism-fades-at-dtcc-fintech-event/
[2] http://TheUsageBasedInsurance.com
[2] https://cointelegraph.com/news/20-bln-german-energy-company-brings-blockchain-to-cars-for-us-drivers?ref=5332
[2] https://cointelegraph.com/news/bitcoin-core-is-95-of-developments-andreas-antonopoulos?ref=5332
[2] http://digiday.com/marketing/banks-using-watson/

Top URLs in Tweet in G6:
[13] http://syscoin.org/microsoft-azure-baas/?utm_content=buffer67dbb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] http://creditbit.org
[7] https://www.cryptocoinsnews.com/uk-struggles-fill-fintech-positions/
[6] https://bitcoinmagazine.com/articles/new-regulatory-sandbox-could-boost-blockchain-tech-canada/
[6] https://www.youtube.com/watch?v=bj1Qm5mhbTI
[6] https://blog.chronobank.io/chronobank-partner-with-ethplorer-for-chronowallet-implementation-21269290143b#.uzv5bdr65
[5] http://syscoin.org/syscoin-core-segwit-lightning/?utm_content=buffer6ade6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://btcmanager.com/why-bitcoins-sudden-drop-will-recharge-bulls/
[4] https://bitcoinmagazine.com/articles/japanese-banks-plan-make-payments-using-ripple-blockchain/
[4] https://www.meetup.com/CryptoInvestors-Munich/events/237020533/

Top URLs in Tweet in G7:
[4] https://www.weforum.org/agenda/2016/01/digital-disruption-has-only-just-begun/
[3] https://www.cryptocoinsnews.com/swiss-apartment-provider-now-accepts-rent-bitcoin/
[3] https://cointelegraph.com/news/bitcoin-price-as-driver-of-adoption-x-factor-is-key-to-ecosystem-growth
[3] https://thefinancialbrand.com/63158/power-100-2016-q4-bank-rankings/
[3] https://www.nytimes.com/2017/03/04/world/asia/china-xi-jinping-economic-reform.html?smid=tw-share
[3] https://www.youtube.com/watch?v=ZjJLlbf7yVA&feature=youtu.be
[3] http://www.newsbtc.com/2017/03/03/deutsche-bourse-fintech-arm-invest-blockchain-ai-year/
[3] http://ascent.atos.net/look-out-2016/banking/?utm_content=buffer8ea7d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://cointelegraph.com/news/breakthrough-in-bitcoin-space-breeze-wallet-to-redefine-transactional-privacy
[2] http://www.bobsguide.com/guide/news/2017/Mar/7/digital-id-and-verification-in-retail-banking/#

Top URLs in Tweet in G8:
[3] http://paper.li/joyschoffler/1483399622?edition_id=fca05db0-003e-11e7-9af9-0cc47a0d1605
[3] http://www.mckinsey.com/industries/financial-services/our-insights/using-fintech-to-democratize-financial-services
[3] http://www.accion.org/content/first-global-fintech-fund-underserved-closes-141-million-capital-contributions
[2] http://techsavvy.media/lunar-way-lancerer-kassekredit-paa-abonnement/
[2] http://paper.li/joyschoffler/1483399622?edition_id=2435c800-0108-11e7-9af9-0cc47a0d1605
[2] http://paper.li/joyschoffler/1483399622?edition_id=4c3342f0-01d1-11e7-9af9-0cc47a0d1605
[2] http://www.zdnet.com/article/quona-capitals-global-fintech-fund-for-the-underserved-closes-141m/#ftag=RSSbaffb68
[2] https://twitter.com/DineshAgarwal/status/839123363922489345
[2] http://in.reuters.com/article/accion-fintech-fund-idINL2N1GI0FD
[2] https://inc42.com/resources/fintech-indias-journey/?utm_source=&utm_medium=&utm_campaign=

Top URLs in Tweet in G9:
[5] https://cointelegraph.com/news/google-encourages-industry-to-use-bitcoins-sha-256-encryption
[4] http://www.bankingtech.com/756992/symantec-ventures-into-cybersecurity-start-up-space/
[4] https://cointelegraph.com/news/bitcoin-core-is-95-of-developments-andreas-antonopoulos
[4] http://paper.li/waynerobinsonuk/1314977932?edition_id=d965ee20-035c-11e7-9af9-0cc47a0d1605
[3] https://www.hottopics.ht/stories/finance/the-rise-of-fintech-startup-investment-in-san-francisco/?utm_content=buffer409bd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://swissfinancestartups.com/
[2] http://www.bankingtech.com/757422/wirecard-brings-mobile-payment-app-boon-to-apple-pay-in-ireland/
[2] http://www.bankingtech.com/752772/white-paper-enterprise-fraud-risk-management-core-banking-led-approach/
[2] http://www.bankingtech.com/755532/guaranty-trust-bank-extends-ics-banks-core-system-roll-out-to-tanzania/
[2] http://www.bankingtech.com/679591/culture-in-investment-banks-is-a-ticking-time-bomb-for-employers/

Top URLs in Tweet in G10:
[4] http://www.cityfalcon.com/watchlists?assets=fintech
[3] http://linkis.com/advisorstream.com/t7NIY
[3] https://www.linkedin.com/slink?code=gT7EePW
[2] http://www.fintechsummit.ca/
[2] https://e27.co/gig-economy-rise-asia-drives-fintech-smes-20170222/?platform=hootsuite
[2] https://www.payments.ca/summit/fintech-cup?platform=hootsuite
[2] https://e27.co/asia-africa-wechat-threat-safaricoms-m-pesa-20170209/?utm_content=bufferc89bb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.bloomberg.com/news/articles/2016-09-13/visa-introduces-mobile-money-product-to-rival-safaricom-s-m-pesa
[2] https://www.ft.com/content/21103dd2-727d-11e6-bf48-b372cdb1043a
[2] https://techcrunch.com/2016/08/07/africa-roundup-kenyas-safaricom-takes-on-uber-orange-expands-pan-african-profile/?utm_content=buffer061c6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[994] twitter.com
[195] thenextweb.com
[131] paper.li
[117] forbes.com
[102] google.com
[101] thefinancialbrand.com
[94] coindesk.com
[82] linkedin.com
[81] cointelegraph.com
[78] cryptocoinsnews.com

Top Domains in Tweet in G1:
[154] twitter.com
[100] thenextweb.com
[79] forbes.com
[75] google.com
[43] cryptocoinsnews.com
[36] businessinsider.com
[32] linkedin.com
[29] careerarc.com
[14] newsbtc.com
[14] paper.li

Top Domains in Tweet in G2:
[266] twitter.com
[83] thefinancialbrand.com
[27] letstalkpayments.com
[22] reddit.com
[21] co.uk
[21] coindesk.com
[21] cbinsights.com
[20] linkedin.com
[19] cointelegraph.com
[18] forbes.com

Top Domains in Tweet in G3:
[59] thenextweb.com
[47] nanalyze.com
[43] twitter.com
[21] newsbtc.com
[21] fintechers.io
[11] linkis.com
[5] themarketmogul.com
[5] cfo.com
[4] econotimes.com
[4] strands.com

Top Domains in Tweet in G4:
[101] twitter.com
[45] sys-con.com
[45] cur.lv
[17] bitcoinagile.com
[13] crafty.ai
[10] nytimes.com
[8] etfmatic.com
[8] paper.li
[7] activevoice.us
[7] businessinsider.in

Top Domains in Tweet in G5:
[31] twitter.com
[23] youtube.com
[8] cointelegraph.com
[8] medium.com
[6] coindesk.com
[5] lendit.com
[4] hbr.org
[3] paper.li
[3] moneyandmentalhealth.org
[3] financemagnates.com

Top Domains in Tweet in G6:
[56] twitter.com
[20] syscoin.org
[19] btcmanager.com
[14] bitcoinmagazine.com
[13] cointelegraph.com
[11] cryptocoinsnews.com
[11] youtube.com
[10] atbitcoin.com
[9] medium.com
[8] creditbit.org

Top Domains in Tweet in G7:
[48] twitter.com
[6] cointelegraph.com
[5] facebook.com
[4] weforum.org
[4] paper.li
[3] forbes.com
[3] cryptocoinsnews.com
[3] thefinancialbrand.com
[3] nytimes.com
[3] youtube.com

Top Domains in Tweet in G8:
[9] paper.li
[7] twitter.com
[3] mckinsey.com
[3] accion.org
[3] vccircle.com
[2] techsavvy.media
[2] zdnet.com
[2] reuters.com
[2] inc42.com
[2] insiderinsurtech.com

Top Domains in Tweet in G9:
[17] cointelegraph.com
[16] bankingtech.com
[12] twitter.com
[7] reddit.com
[6] coindesk.com
[6] paper.li
[3] mindcommerce.com
[3] upflow.co
[3] hottopics.ht
[3] swissfinancestartups.com

Top Domains in Tweet in G10:
[8] twitter.com
[5] linkis.com
[5] cityfalcon.com
[4] facebook.com
[4] e27.co
[3] linkedin.com
[2] fintechsummit.ca
[2] t.co
[2] payments.ca
[2] bloomberg.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4352] fintech
[1058] blockchain
[986] ai
[576] bitcoin
[549] tech
[381] insurtech
[361] banking
[349] iot
[349] artificialintelligence
[345] machinelearning



Top Hashtags in Tweet in G1:
[385] fintech
[37] bitcoin
[32] blockchain
[30] job
[30] tech
[23] ai
[20] banking
[19] finance
[19] payments
[18] business

Top Hashtags in Tweet in G2:
[1249] fintech
[365] ai
[324] blockchain
[245] insurtech
[198] banking
[165] machinelearning
[144] tech
[133] bitcoin
[115] iot
[95] artificialintelligence

Top Hashtags in Tweet in G3:
[323] fintech
[272] ai
[251] tech
[170] artificialintelligence
[112] machinelearning
[103] ml
[68] blockchain
[56] startups
[42] banking
[29] vc

Top Hashtags in Tweet in G4:
[447] fintech
[124] ai
[112] iot
[111] bigdata
[102] blockchain
[84] bitcoin
[70] devops
[39] ml
[38] insurtech
[37] sdn

Top Hashtags in Tweet in G5:
[184] fintech
[68] ethereum
[49] blockchain
[42] lenditusa
[31] btc
[25] ico
[19] dapp
[12] ai
[9] lending
[8] crypto

Top Hashtags in Tweet in G6:
[193] fintech
[116] blockchain
[94] bitcoin
[60] btc
[52] crypto
[36] ethereum
[29] syscoin
[28] eth
[24] rt
[21] news

Top Hashtags in Tweet in G7:
[233] fintech
[116] blockchain
[85] ai
[82] crypto
[81] bitcoin
[76] defstar5
[51] iot
[42] mpgvip
[37] makeyourownlane
[32] startups

Top Hashtags in Tweet in G8:
[49] fintech
[10] cphftw
[6] startups
[4] blockchain
[4] startup
[3] priceinsight
[3] travelpiggy
[3] cphfintech
[3] finance
[3] tech

Top Hashtags in Tweet in G9:
[98] fintech
[61] blockchain
[53] bitcoin
[8] insurtech
[6] corebanking
[6] bankingtech
[6] startups
[5] payments
[5] bankingtechnology
[4] openbanking

Top Hashtags in Tweet in G10:
[43] fintech
[9] mpesa
[7] kenya
[6] payments
[4] yvrfintech
[3] startups
[3] python
[3] bitcoin
[3] bank
[3] finance

Top Words
Top Words in Tweet in Entire Graph:
[2361] Words in Sentiment List#1: Positive
[1123] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[82479] Non-categorized Words
[85963] Total Words
[5611] fintech
[1280] blockchain
[1033] ai
[756] bitcoin
[622] tech

Top Words in Tweet in G1:
[987] fintech
[150] blockchain
[135] money
[134] bitcoin
[130] day
[127] access
[125] trust
[125] losing
[125] deepened
[95] 2016

Top Words in Tweet in G2:
[1371] fintech
[378] ai
[345] blockchain
[294] banking
[246] insurtech
[166] tech
[165] machinelearning
[151] bitcoin
[143] jimmarous
[119] iot

Top Words in Tweet in G3:
[339] fintech
[272] ai
[253] tech
[229] deeplearn007
[170] artificialintelligence
[112] machinelearning
[103] ml
[68] blockchain
[64] banking
[63] future

Top Words in Tweet in G4:
[505] fintech
[131] ai
[117] blockchain
[112] bigdata
[112] iot
[109] bitcoin
[71] devops
[42] banking
[39] ml
[39] devopssummit

Top Words in Tweet in G5:
[215] fintech
[155] wetrustplatform
[94] ethereum
[88] over
[69] lendit
[64] 1
[56] blockchain
[42] lenditusa
[33] btc
[32] developments

Top Words in Tweet in G6:
[223] fintech
[133] blockchain
[108] bitcoin
[68] vindyne8
[64] btc
[56] crypto
[38] syscoin
[37] ethereum
[30] new
[28] eth

Top Words in Tweet in G7:
[241] fintech
[117] blockchain
[113] bourseettrading
[89] ai
[83] bitcoin
[82] crypto
[76] defstar5
[51] iot
[49] https
[42] mpgvip

Top Words in Tweet in G8:
[68] fintech
[12] sbcfintech
[11] thanks
[10] cphsw
[10] cphftw
[10] fund
[9] latest
[9] daily
[9] quonacapital
[9] accion

Top Words in Tweet in G9:
[102] fintech
[69] blockchain
[64] bitcoin
[13] make
[13] people
[10] bankingtechno
[9] better
[9] gold
[8] core
[8] time

Top Words in Tweet in G10:
[70] fintech
[18] safaricom
[17] kenya
[14] miss
[14] m
[12] pesa
[11] mpesa
[10] day
[10] payments
[9] data

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[197] blockchain,bitcoin
[197] blockchain,fintech
[191] ai,fintech
[181] fintech,ai
[175] fintech,insurtech
[171] fintech,blockchain
[168] machinelearning,ml
[155] fintech,artificialintelligence
[152] future,fintech
[151] losing,access

Top Word Pairs in Tweet in G1:
[125] losing,access
[125] access,money
[125] money,day
[125] day,deepened
[124] deepened,trust
[122] trust,fintech
[87] blockchain,bitcoin
[85] fintech,50
[85] 50,2016
[85] 2016,blockchain

Top Word Pairs in Tweet in G2:
[126] fintech,insurtech
[69] fintech,ai
[57] fintech,blockchain
[55] banking,fintech
[53] fintech,banking
[50] machinelearning,ml
[49] blockchain,fintech
[49] ai,fintech
[45] good,read
[44] fintech,machinelearning

Top Word Pairs in Tweet in G3:
[112] fintech,artificialintelligence
[97] ai,fintech
[93] machinelearning,ml
[68] artificialintelligence,tech
[62] deeplearn007,ai
[59] ml,tech
[59] ai,determine
[59] determine,future
[59] future,fintech
[55] startups,tech

Top Word Pairs in Tweet in G4:
[49] blockchain,bitcoin
[47] bitcoin,fintech
[43] bigdata,devops
[38] devops,iot
[35] fintech,ai
[24] june,6
[24] 6,8
[24] iot,sdn
[23] ai,fintech
[22] 8,nyc

Top Word Pairs in Tweet in G5:
[60] over,1
[49] wetrustplatform,wetrustplatform
[30] lendit,fintech
[30] wetrustplatform,raised
[30] raised,over
[30] 1,250
[30] 250,btc
[30] btc,past
[30] past,36
[30] 36,hours

Top Word Pairs in Tweet in G6:
[35] blockchain,fintech
[32] bitcoin,fintech
[22] fintech,blockchain
[19] fintech,btc
[18] bitcoin,blockchain
[17] btc,crypto
[15] crypto,fintech
[15] vindyne8,syscoin
[14] eth,btc
[14] btc,eth

Top Word Pairs in Tweet in G7:
[60] fintech,defstar5
[36] defstar5,makeyourownlane
[36] makeyourownlane,mpgvip
[32] crypto,fintech
[31] https,t
[31] t,co
[30] mpgvip,htt
[28] blockchain,crypto
[24] digitalcurrency,bitcoin
[24] bitcoin,new

Top Word Pairs in Tweet in G8:
[9] latest,fintech
[9] fintech,daily
[9] daily,thanks
[7] fintech,fund
[6] cphsw,cphftw
[4] cphftw,fintech
[4] fintech,blockchain
[4] joyschoffler,latest
[4] financial,services
[4] fintech,startup

Top Word Pairs in Tweet in G9:
[35] blockchain,fintech
[20] bitcoin,blockchain
[14] bitcoin,fintech
[9] fintech,bitcoin
[6] fintech,bankingtech
[6] blockchain,bitcoin
[6] blockchain,make
[6] make,better
[6] better,people
[6] people,make

Top Word Pairs in Tweet in G10:
[12] m,pesa
[5] fintech,day
[5] safaricom,s
[4] register,today
[4] financial,technology
[4] technology,companies
[4] companies,crowdfunders
[4] crowdfunders,robot
[4] robot,traders
[4] traders,soon

Top Replied-To
Top Replied-To in Entire Graph:
@theapptrade
@lendit
@settleitsoft
@prosperloans
@fbi
@finnovista
@rbc
@teame3_tcd4e5
@comdirect
@cgledhill

Top Replied-To in G1:
@askjaychang
@aphethean
@ramona_ortega
@adglobalmarket

Top Replied-To in G2:
@lendit
@cgledhill
@frankmullens
@sektorman
@psb_dc
@pwccollider
@pwc_us_finsrvcs

Top Replied-To in G3:
@marcusborba
@leithaus
@deeplearn007

Top Replied-To in G4:
@richmulholland
@brettking
@heavychef
@fintechtopnews

Top Replied-To in G5:
@travengebretsen
@prosperloans
@lendit
@tommyrva

Top Replied-To in G6:
@ripple

Top Replied-To in G8:
@rajeshsawhney
@accion

Top Replied-To in G10:
@louishalliv
@visa

Top Mentioned
Top Mentioned in Entire Graph:
@deeplearn007
@jimmarous
@bourseettrading
@wetrustplatform
@ipfconline1
@spirosmargaris
@mikequindazzi
@lendit
@vindyne8
@jblefevre60

Top Mentioned in G1:
@freedomfirecom
@jr_venturino
@shefaligaur
@axiomainc
@hvst
@oz4code
@shillcentral
@marcorobinson7
@ixntech

Top Mentioned in G2:
@jimmarous
@deeplearn007
@spirosmargaris
@ipfconline1
@mikequindazzi
@cgledhill
@jblefevre60
@guzmand
@htm_bkr
@antonioselas

Top Mentioned in G3:
@deeplearn007
@jblefevre60
@ipfconline1
@raconteur
@_fintech
@manujagg
@robots_and_ais
@excapite
@kirkdborne
@josdenmark

Top Mentioned in G4:
@devopssummit
@cloudexpo
@techtarget
@deeplearn007
@dicedotcom
@alt_bit_coins
@fintechmag
@brettking
@eraser
@bitcoinagile

Top Mentioned in G5:
@wetrustplatform
@lendit
@coinfund_io
@ftpartners
@delrayman
@thefca
@alextapscott
@ronsuber
@xbond49
@eva_toronto

Top Mentioned in G6:
@vindyne8
@azure
@bitcoinmagazine
@cointelegraph
@btc_manager
@cryptocoinsnews
@ripple
@monzo
@coinfestuk
@blockpay_ch

Top Mentioned in G7:
@bourseettrading
@deeplearn007
@imagerycreative
@cerebrus7
@stratisplatform
@cnbc
@bcolwell_4ir
@silvelloandrea
@topcybernews
@atos

Top Mentioned in G8:
@sbcfintech
@cphsw
@quonacapital
@grengaswamy
@fun_cph
@fintechcircle
@joyschoffler
@accion
@pwc_uk
@richardftn

Top Mentioned in G9:
@bankingtechno
@execconf
@jmcastillejo
@tansorpr
@bourseettrading
@fgordillo
@waynerobinsonuk
@nxsearth
@symantec
@the360leaders

Top Mentioned in G10:
@coast_capital
@wearebctech
@e27co
@bdc_ca
@marsdd
@ixaris
@cpi_news
@durbins1
@onlinelendingpi

Top Tweeters
Top Tweeters in Entire Graph:
@nvpeople
@resilient_ent
@all_trends_it
@_dpaj
@censorednewsnow
@javascriptd
@alt_bit_coins
@taxtreats
@nosqldigest
@businewss_bot

Top Tweeters in G1:
@nvpeople
@all_trends_it
@_dpaj
@censorednewsnow
@taxtreats
@jbkavungal
@feedjunkie
@rhaf_hq
@michael_0000
@newsbossindia

Top Tweeters in G2:
@arkangelscrap
@nodesystems
@startuprealtime
@billnigh
@boopsyou
@itknowingness
@le_figaro
@valaafshar
@simonlporter
@nytimes

Top Tweeters in G3:
@javascriptd
@nosqldigest
@walesbuzz
@joshollegien
@drnewbold
@newsneus
@jldercle
@pros_p33
@hal_9000_ai
@thingsexpo

Top Tweeters in G4:
@alt_bit_coins
@crafty_ai
@eraser
@bitcoinagile
@sectest9
@leonrhenry
@beingexample
@ottlegalrebels
@data_nerd
@biconnections

Top Tweeters in G5:
@vernapolitics
@drferdowsi
@sfbusinesstimes
@harvardbiz
@exp_mark
@zooko
@erikjonker
@kucilooro
@davi326
@stnr_on_strtgy

Top Tweeters in G6:
@edgametec
@ukstartupevents
@ximoberna
@aainslie
@google
@earthretweets
@gflaterr
@vindyne8
@bitwhizzuk
@crypto_rss

Top Tweeters in G7:
@appitysnacks
@bot_innovation
@lopezgovlaw
@akwyz
@cnbc
@forbestech
@starbucks
@v_nise215
@lsi_france
@l_a_stayfly

Top Tweeters in G8:
@grampa194235
@allafrica
@sachatb
@vccircle
@cphftw
@mrvassociates
@jeshuatlauka
@moranbar
@carpenoctom
@pwc_uk

Top Tweeters in G9:
@london_lady
@liveeudebate
@stakepoolcom
@sthlmtech
@waynerobinsonuk
@rugbyxlover
@mindcommerce
@tech_eu
@niaesco
@stcamber01

Top Tweeters in G10:
@safaricom_care
@ft
@portfoliobuzz
@schifano_devin
@dave_b_agency
@marsdd
@matwg
@e27co
@nextbillion
@bdc_ca