InsurTech, Twitter, 2/21/2020 9:26:43 AM, 221675


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InsurTech_2020-02-20_22-31-21.xlsx
InsurTech_2020-02-20_22-31-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 21, 2020
Short Description:
InsurTech via NodeXL http://bit.ly/32dbTbH
@albertogaruccio
@spirosmargaris
@fgraillot
@stratorob
@insurtechnews
@andi_staub
@insurtrek
@lutzkiesewetter
@oxbowpartners
@minh_q_tran

Top hashtags:
#insurtech
#fintech
#ai
#insurance
#startup
#innovation
#iot
#blockchain

Description:
Description
The graph represents a network of 2,982 Twitter users whose tweets in the requested range contained "InsurTech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 February 2020 at 06:32 UTC.

The requested start date was Friday, 21 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 7-day, 1-hour, 49-minute period from Thursday, 13 February 2020 at 23:11 UTC to Friday, 21 February 2020 at 01:01 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 : 2982
Unique Edges : 5250
Edges With Duplicates : 4000
Total Edges : 9250
Number of Edge Types : 4
Mentions : 2532
MentionsInRetweet : 5188
Tweet : 1441
Replies to : 89
Self-Loops : 1441
Reciprocated Vertex Pair Ratio : 0.0512053821715567
Reciprocated Edge Ratio : 0.0974222222222222
Connected Components : 542
Single-Vertex Connected Components : 343
Maximum Vertices in a Connected Component : 1992
Maximum Edges in a Connected Component : 7939
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.444551
Graph Density : 0.000632780244027061
Modularity : 0.453137
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 2,982 Twitter users whose tweets in the requested range contained "InsurTech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 February 2020 at 06:32 UTC.

The requested start date was Friday, 21 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 7-day, 1-hour, 49-minute period from Thursday, 13 February 2020 at 23:11 UTC to Friday, 21 February 2020 at 01:01 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 : InsurTech
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:
[95] https://twinybots.ch/
[45] https://ftpartners.docsend.com/view/5bfsfn5
[33] https://www.weforum.org/agenda/2020/02/ai-looks-set-to-disrupt-the-established-world-order-here-s-how/
[32] https://www.zmescience.com/medicine/healthcare-understand-ai-05223/
[28] http://back.ly/1TJBJ
[27] https://www.eventbrite.com/e/digitaltalks-insurtech-bulusmas-i-tickets-94498586817
[26] https://yourstory.com/2020/02/insurance-industry-leverage-ai-enhance-efficiencies
[25] https://www.cbinsights.com/research/report/fintech-trends-q4-2019/
[24] https://www.trendhunter.com/slideshow/2020-business-trends
[23] https://www.iotcentral.io/blog/the-evolution-of-industry-4-0

Top URLs in Tweet in G1:
[38] https://ftpartners.docsend.com/view/5bfsfn5
[20] https://twinybots.ch/
[18] https://www.cbinsights.com/research/report/fintech-trends-q4-2019/
[16] https://ficofintech.substack.com/p/the-value-of-radical-fintech-innovation
[12] https://thenextweb.com/growth-quarters/2020/02/14/what-is-venture-capital-why-does-it-matter-for-startups/
[11] https://www.weforum.org/agenda/2020/02/ai-looks-set-to-disrupt-the-established-world-order-here-s-how/
[11] https://www.technologyreview.com/s/615244/hackers-can-trick-a-tesla-into-accelerating-by-50-miles-per-hour/
[10] https://www.autocar.co.uk/car-news/new-cars/jaguar-land-rover-reveals-secret-autonomous-project-vector
[10] https://fintechnews.ch/insurtech/ikea-home-insurance-hemsaker-switzerland-singapore/33148/
[10] https://yourstory.com/2020/02/insurance-industry-leverage-ai-enhance-efficiencies

Top URLs in Tweet in G2:
[22] https://www.zmescience.com/medicine/healthcare-understand-ai-05223/
[15] https://www.weforum.org/agenda/2020/02/ai-looks-set-to-disrupt-the-established-world-order-here-s-how/
[12] https://www.insurancethoughtleadership.com/can-ai-solve-health-insurance-fraud/?utm_source=rss&utm_medium=rss&utm_campaign=can-ai-solve-health-insurance-fraud
[11] https://snip.ly/72065y
[11] https://readwrite.com/2020/01/30/cybersecurity-ensuring-sanity-in-smart-cities/
[8] https://yourstory.com/2020/02/insurance-industry-leverage-ai-enhance-efficiencies
[7] http://www.odbms.org/blog/2020/02/on-ai-for-insurance-and-risk-management-interview-with-sastry-durvasula/
[7] http://www.salequicker.com/
[6] http://www.actuarialpost.co.uk/article/2019-insurtech-investment-reached-all-time-high-17783.htm
[6] https://hbr.org/2020/02/small-data-can-play-a-big-role-in-ai

Top URLs in Tweet in G3:
[17] https://twinybots.ch/
[17] https://www.snapitcover.com/
[17] https://www.youtube.com/watch?v=iCGZpj7a7xQ&feature=youtu.be

[10] http://fintechconferences.com
[7] https://thebridge.jp/2020/02/the-zebra-raises-38-5m-as-the-insurance-marketplace-race-heats-up-pickupnews
[6] http://TheHerdLocker.com
[5] https://es.cointelegraph.com/news/the-spanish-association-of-fintech-and-insurtech-presented-a-wealthtech-white-paper
[3] http://back.ly/1TJBJ
[3] https://www.trendhunter.com/slideshow/2020-business-trends
[3] https://podcasts.apple.com/de/podcast/fintech-germany-by-startuprad-io/id1479208710?l=en

Top URLs in Tweet in G4:
[20] http://back.ly/1TJBJ
[16] https://www.iotcentral.io/blog/the-evolution-of-industry-4-0
[15] https://twinybots.ch/
[12] https://www.trendhunter.com/slideshow/2020-business-trends
[11] https://eurekalert.org/pub_releases/2020-02/om-not021720.php
[9] https://www.businessinsider.in/finance/news/ai-in-banking-artificial-intelligence-could-be-a-near-450-billion-opportunity-for-banks-here-are-the-strategies-the-winners-are-using/articleshow/74166640.cms
[8] https://hbr.org/2020/02/stop-calling-it-innovation
[8] https://sifted.eu/articles/corporate-innovation-airless-tyres/
[8] https://www.weforum.org/agenda/2020/02/4-things-ceos-think-pwc-annual-global-ceo-survey/
[8] https://101blockchains.com/contract-management-solutions-and-blockchain/amp/?__twitter_impression=true

Top URLs in Tweet in G5:
[6] https://app.livestorm.co/silicon-valley-insurance-accelerator/core-systems-digital-ecosystems-and-the-new-requirements
[4] https://minhtran.typepad.com/minh_q_tran/2020/02/green-finance-top-10-influencers-and-institutional-accounts-odysseuspartner-minh_q_tran.html
[3] https://mailchi.mp/coverager/january2020-1360729?e=06c64df08e
[3] https://minhtran.typepad.com/minh_q_tran/2020/02/impact-investing-why-it-is-a-growing-asset-class-and-how-to-scale-it-forward-odysseuspartner-minh_q_.html
[3] https://www.propertycasualty360.com/2020/01/16/the-golden-rules-of-digital-transformation/
[3] https://www.analyticsinsight.net/deploying-machine-learning-handle-influx-iot-data/
[2] https://mailchi.mp/coverager/january2020-1360745?e=06c64df08e
[2] https://www.insurancethoughtleadership.com/3-big-use-cases-of-blockchain-in-insurance/?utm_source=slipcase&utm_medium=affiliate&utm_campaign=slipcase
[2] https://www.cognizant.com/whitepapers/how-apac-insurers-can-modernize-with-next-gen-digital-policy-administration-systems-codex5266.pdf
[2] https://www.easysend.io/debunking-6-myths-of-digital-transformation-in-insurance/

Top URLs in Tweet in G6:
[7] https://electrek.co/2020/02/16/one-man-designed-segway-apex-electric-motorcycle-jc-chen-jiang/
[6] https://worldmaritimenews.com/archives/291193/hapag-lloyd-cheers-80-pct-higher-operating-profit-in-2019/
[4] https://www.fleetfinancials.com/350437/commercial-fleet-sales-start-strong-in-2020
[4] https://www.automotive-fleet.com/351296/less-than-5-of-2020-models-have-good-rated-headlights
[4] https://www.forbes.com/sites/ashleaebeling/2020/02/12/the-future-of-insurance-fintech-50-2020/#5954009521a3
[3] https://worldmaritimenews.com/archives/290929/jaxport-gets-additional-usd-93-mn-for-harbor-deepening/
[3] https://www.maritime-executive.com/article/wto-predicts-weak-merchandise-trade-numbers-for-early-2020
[2] https://www.bbc.com/news/technology-51446663
[2] https://www.maritime-executive.com/article/the-nautical-institute-finds-mariners-pragmatic-about-automation
[2] https://youtalk-insurance.com/news/ssp/ssp-event-helps-insurers-with-emerging-tech-and-setting-their-2020-strategies

Top URLs in Tweet in G7:
[4] https://member.fintech.global/2020/02/18/pawlicy-advisor-collects-1m-in-funding/
[3] https://oxbowpartners.com/impact-25-2020/
[3] https://twitter.com/OxbowPartners/status/1230046978421264389
[3] https://www.linkedin.com/slink?code=edQKwtK
[2] https://fintech.global/globalinsurtechsummit/
[2] https://member.fintech.global/2020/02/18/the-society-of-actuaries-teams-up-with-plug-and-play-to-support-insurtechs/
[2] https://member.fintech.global/2020/02/20/bold-penguin-releases-new-auto-insurance-service/
[2] http://member.fintech.global/2020/02/14/insurtech100-company-insuritas-signs-first-citizens-national-bank-as-its-latest-customer/
[2] https://www.angelnews.co.uk/blog/angel-investment/-concirrus-closes-20m-in-series-b-lead-by-albion-vc/
[1] https://twitter.com/i/web/status/1230402009511100416

Top URLs in Tweet in G8:
[5] https://www.forbes.com/sites/michalgromek/2020/02/11/seeking-all-sustainable-insurtechs-to-help-to-take-action/#7a2f048e28cd
[5] https://www.insurancethoughtleadership.com/how-machine-learning-halts-data-breaches/
[3] https://www.linkedin.com/pulse/extra-insight-can-give-you-competitive-advantage-james-gingerich/
[2] https://www.insuranceage.co.uk/technology/4233111/blog-a-view-from-the-industrys-oldest-insurtech
[2] https://www.mckinsey.com/industries/financial-services/our-insights/insurance-blog/a-new-industry-model-for-insurtech
[2] https://www.insurancethoughtleadership.com/innovation-top-down-bottom-up/
[2] https://www.dig-in.com/news/digital-playing-supporting-role-in-claims-satisfaction-lift-j-d-power
[2] https://www.carriermanagement.com/news/2019/11/06/200088.htm
[2] https://www.canadianunderwriter.ca/digital-archive/january-2020/
[2] https://eurekalert.org/pub_releases/2020-02/om-not021720.php

Top URLs in Tweet in G9:
[3] https://lucep.com/top-25-insurance-and-insurtech-influencers/
[3] https://carboncraftgroup.com/does-coronavirus-affect-your-travel-safety-and-health/
[3] https://www.forbes.com/sites/ashleaebeling/2020/02/12/the-future-of-insurance-fintech-50-2020/
[2] https://www.celent.com/insights/973231395
[2] https://www.slideshare.net/MatthewLeiv/ai-for-risk-engineering
[2] https://carboncraftgroup.com/when-travel-meets-meditation-the-result-is-spectacular/
[1] https://fintechnews.ch/insurtech/ikea-home-insurance-hemsaker-switzerland-singapore/33148/
[1] https://twitter.com/i/web/status/1228248328208633856
[1] https://twitter.com/i/web/status/1228595589455261698
[1] https://twitter.com/i/web/status/1228248339453530112

Top URLs in Tweet in G10:
[41] https://twinybots.ch/
[5] https://insurtechnews.com/aggregator/santam-invests-in-jasure-a-gauteng-based-insurtech
[3] https://disrupt-africa.com/2020/02/sa-insurtech-startup-jasure-raises-funding-from-santam/
[3] https://ftpartners.docsend.com/view/9849q93
[3] https://essentials.news/en/future-of-money/article?url=https://www.insurtech-munich.com/from-fintech-to-health-insurtech-hub-munich-kicks-off-brand-new-innovation-programme/
[3] https://www.mindfintech.fr/article/17790/societe-generale-assurances-investit-dans-une-insurtech-tcheque/
[3] https://ir.shareaholic.com/e?a=1&u=https://ventureburn.com/2020/02/jasure-santam-investment-startup-no-ceo/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[2] https://ventureburn.com/2020/02/jasure-santam-investment-startup-no-ceo/
[2] https://weetracker.com/2020/02/19/jasure-gets-santam-backing-in-sa/
[2] https://www.verdict.co.uk/life-insurance-international/news/concirrus-funding-series-b/

Top Domains
Top Domains in Tweet in Entire Graph:
[1014] twitter.com
[96] forbes.com
[95] twinybots.ch
[77] snip.ly
[73] paper.li
[67] insurtechnews.com
[65] linkedin.com
[64] co.uk
[60] insurancethoughtleadership.com
[53] weforum.org

Top Domains in Tweet in G1:
[99] twitter.com
[39] docsend.com
[35] insurtechnews.com
[32] forbes.com
[25] thenextweb.com
[21] cbinsights.com
[20] twinybots.ch
[18] linkedin.com
[17] co.uk
[16] weforum.org

Top Domains in Tweet in G2:
[100] twitter.com
[34] snip.ly
[26] insurancethoughtleadership.com
[22] zmescience.com
[19] readwrite.com
[17] co.uk
[16] weforum.org
[11] hbr.org
[10] dig-in.com
[10] salequicker.com

Top Domains in Tweet in G3:
[201] twitter.com
[26] linkedin.com
[23] paper.li
[17] twinybots.ch
[17] snapitcover.com
[17] youtube.com
[10] fintechconferences.com
[9] thebridge.jp
[6] forbes.com
[6] cointelegraph.com

Top Domains in Tweet in G4:
[107] twitter.com
[23] forbes.com
[20] back.ly
[19] weforum.org
[16] iotcentral.io
[15] twinybots.ch
[13] snip.ly
[12] trendhunter.com
[12] sifted.eu
[12] insurancethoughtleadership.com

Top Domains in Tweet in G5:
[30] twitter.com
[7] typepad.com
[6] livestorm.co
[5] mailchi.mp
[3] propertycasualty360.com
[3] insurtechnews.com
[3] analyticsinsight.net
[2] insurancethoughtleadership.com
[2] cognizant.com
[2] easysend.io

Top Domains in Tweet in G6:
[33] twitter.com
[9] worldmaritimenews.com
[8] forbes.com
[7] electrek.co
[5] automotive-fleet.com
[5] maritime-executive.com
[5] insurzine.com
[4] fleetfinancials.com
[4] paper.li
[2] bbc.com

Top Domains in Tweet in G7:
[27] twitter.com
[12] fintech.global
[9] oxbowpartners.com
[4] linkedin.com
[2] pro-global.com
[2] slipcase.com
[2] co.uk
[1] ventanaresearch.com
[1] techfunnel.com
[1] duckcreek.com

Top Domains in Tweet in G8:
[48] twitter.com
[8] insurancethoughtleadership.com
[7] dig-in.com
[6] forbes.com
[5] linkedin.com
[5] mckinsey.com
[5] carriermanagement.com
[4] co.uk
[4] medium.com
[4] paper.li

Top Domains in Tweet in G9:
[34] twitter.com
[13] digitalinsuranceagenda.com
[5] carboncraftgroup.com
[3] lucep.com
[3] forbes.com
[2] celent.com
[2] slideshare.net
[1] fintechnews.ch
[1] theunconferences.com
[1] communityofinsurance.es

Top Domains in Tweet in G10:
[41] twinybots.ch
[15] insurtechnews.com
[9] twitter.com
[5] essentials.news
[4] forbes.com
[3] disrupt-africa.com
[3] sifted.eu
[3] paper.li
[3] businessinsider.com
[3] docsend.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3071] insurtech
[2366] fintech
[1059] ai
[599] insurance
[587] startup
[534] innovation
[513] iot
[456] blockchain
[366] cybersecurity
[341] bigdata



Top Hashtags in Tweet in G1:
[843] insurtech
[742] fintech
[214] startup
[207] vc
[201] ai
[162] finserv
[129] insurance
[93] innovation
[92] banking
[76] blockchain

Top Hashtags in Tweet in G2:
[580] fintech
[536] ai
[535] insurtech
[373] iot
[247] blockchain
[246] cybersecurity
[185] bigdata
[174] infographic
[160] innovation
[124] machinelearning

Top Hashtags in Tweet in G3:
[192] insurtech
[89] fintech
[64] insurance
[23] innovation
[21] startup
[17] ai
[16] blockchain
[13] iot
[10] nfc
[8] banking

Top Hashtags in Tweet in G4:
[561] fintech
[543] insurtech
[230] ai
[225] startup
[194] innovation
[111] finserv
[77] blockchain
[75] insurance
[66] bigdata
[63] cybersecurity

Top Hashtags in Tweet in G5:
[52] insurtech
[21] fintech
[17] insurance
[7] innovation
[7] digitaltransformation
[5] green
[5] finance
[5] digitalecosystems
[5] data
[4] greenfinance

Top Hashtags in Tweet in G6:
[77] insurtech
[34] starcom
[34] fleet
[34] fintech
[29] tracking
[27] iot
[27] 3dsbcn20
[14] emprendedores
[13] insurance
[12] gps

Top Hashtags in Tweet in G7:
[44] insurtech
[15] insurance
[11] fintech
[10] impact25
[4] gins20
[3] mga
[2] financetransformation
[2] growth
[2] insurtech100
[2] technology

Top Hashtags in Tweet in G8:
[97] insurtech
[31] insurance
[15] futureofclaims
[14] insuretech
[11] claims
[11] data
[8] ml
[7] machinelearning
[6] ai
[6] fintech

Top Hashtags in Tweet in G9:
[42] insurtech
[31] insurance
[13] diaams
[10] fintech
[7] ai
[7] clubbancadigital
[4] partnerships
[4] ecosystems
[4] meditation
[3] api

Top Hashtags in Tweet in G10:
[79] insurtech
[56] fintech
[22] insurance
[11] ai
[11] startup
[10] innovation
[6] vc
[6] blockchain
[5] funding
[5] digital

Top Words
Top Words in Tweet in Entire Graph:
[2930] Words in Sentiment List#1: Positive
[787] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[87961] Non-categorized Words
[91678] Total Words
[3067] #insurtech
[2365] #fintech
[1059] #ai
[610] insurtech
[599] #insurance

Top Words in Tweet in G1:
[841] #insurtech
[741] #fintech
[310] spirosmargaris
[214] #startup
[207] #vc
[201] #ai
[162] #finserv
[153] fgraillot
[129] #insurance
[101] 2020

Top Words in Tweet in G2:
[580] #fintech
[536] #ai
[535] #insurtech
[455] gt
[373] #iot
[247] #blockchain
[246] #cybersecurity
[185] #bigdata
[174] #infographic
[174] mikequindazzi

Top Words in Tweet in G3:
[192] #insurtech
[132] insurtech
[89] #fintech
[85] insurance
[64] #insurance
[60] fintech
[38] 2020
[29] more
[28] see
[24] latest

Top Words in Tweet in G4:
[561] #fintech
[543] #insurtech
[230] #ai
[225] #startup
[194] #innovation
[172] albertogaruccio
[156] andi_staub
[111] #finserv
[95] jblefevre60
[91] ingliguori

Top Words in Tweet in G5:
[52] #insurtech
[21] #fintech
[19] digital
[17] #insurance
[14] transformation
[13] insurtech
[13] join
[13] minh_q_tran
[13] sviaccelerator
[10] top

Top Words in Tweet in G6:
[75] #insurtech
[34] #starcom
[34] #fleet
[34] #fintech
[29] #tracking
[27] #iot
[27] #3dsbcn20
[25] 2020
[23] starcomsys
[18] forbes

Top Words in Tweet in G7:
[48] 25
[44] #insurtech
[38] oxbowpartners
[36] insurtech
[34] 2020
[34] impact
[20] find
[20] technology
[18] led
[17] proud

Top Words in Tweet in G8:
[97] #insurtech
[45] insurance
[31] #insurance
[26] insurtech
[18] anziif
[17] industry
[16] expeflow
[15] digital
[15] today
[15] #futureofclaims

Top Words in Tweet in G9:
[42] #insurtech
[31] #insurance
[15] more
[14] insurance
[13] #diaams
[10] #fintech
[9] find
[7] insurtechtalk
[7] #ai
[7] pierdas

Top Words in Tweet in G10:
[79] #insurtech
[56] #fintech
[32] insurtech
[22] #insurance
[21] fintech
[12] santam
[12] invests
[12] fund
[11] future
[11] #ai

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[971] #fintech,#insurtech
[427] #insurtech,#fintech
[348] gt,gt
[311] #insurtech,#startup
[212] #startup,#innovation
[161] #blockchain,#fintech
[130] #ai,#blockchain
[122] #fintech,#cybersecurity
[121] #insurtech,#vc
[117] #innovation,#finserv

Top Word Pairs in Tweet in G1:
[312] #fintech,#insurtech
[100] #insurtech,#vc
[77] #insurtech,#startup
[76] #insurtech,#fintech
[74] #banking,#finserv
[68] #vc,#fintech
[50] state,#fintech
[50] #startup,#innovation
[48] #vc,#startup
[45] #finance,#banks

Top Word Pairs in Tweet in G2:
[303] gt,gt
[190] #fintech,#insurtech
[136] #blockchain,#fintech
[105] #insurtech,#fintech
[104] #ai,#blockchain
[104] #fintech,#cybersecurity
[103] #iot,#ai
[94] #innovation,funnel
[94] funnel,#infographic
[94] #infographic,ravikikan

Top Word Pairs in Tweet in G3:
[49] #fintech,#insurtech
[17] please,see
[17] see,video
[17] video,tell
[17] tell,insurance
[17] insurance,deman
[16] #insurance,#insurtech
[16] fintech,insurtech
[11] #startup,#fintech
[10] #innovation,#fintech

Top Word Pairs in Tweet in G4:
[311] #fintech,#insurtech
[165] #insurtech,#startup
[117] #startup,#innovation
[90] #insurtech,#fintech
[76] #innovation,#finserv
[57] #ml,#fintech
[32] hand,over
[32] over,#amazon
[32] #amazon,working
[32] working,palm

Top Word Pairs in Tweet in G5:
[14] digital,transformation
[8] wiley_finance,thefintechbook
[8] thefintechbook,wealthtechbook
[8] wealthtechbook,insurtech_book
[6] insurtech_book,paytechbook
[5] #fintech,#insurtech
[5] #green,#finance
[5] transformation,design
[5] susannechishti,wiley_finance
[5] paytechbook,tonycraddock

Top Word Pairs in Tweet in G6:
[34] #starcom,#fleet
[27] #fleet,#tracking
[25] #tracking,#iot
[15] #iot,#insurtech
[15] #fintech,#insurtech
[12] #insurtech,#gps
[10] #emprendedores,#fintech
[9] #3dsbcn20,#emprendedores
[9] #insurtech,accio_cat
[9] accio_cat,caixabank

Top Word Pairs in Tweet in G7:
[32] impact,25
[21] insurtech,impact
[15] 2020,insurtech
[15] technology,led
[14] oxbow,partners
[13] 25,emerging
[13] emerging,technology
[11] partners,happy
[11] happy,publish
[11] publish,2020

Top Word Pairs in Tweet in G8:
[13] canadian,underwriter
[9] competitive,advantage
[8] digital,insurance
[8] realize,february
[8] february,2nd
[8] 2nd,palindrome
[8] palindrome,day
[8] day,extra
[8] extra,insight
[8] insight,give

Top Word Pairs in Tweet in G9:
[12] #diaams,#insurtech
[10] #insurance,#insurtech
[10] more,#diaams
[8] #insurtech,#insurance
[6] find,more
[4] check,broadening
[4] broadening,insurers'
[4] insurers',horizons
[4] horizons,#partnerships
[4] #partnerships,celent_research's

Top Word Pairs in Tweet in G10:
[23] #insurtech,#fintech
[10] gauteng,based
[8] #fintech,#startup
[8] european,#fintech
[7] santam,invests
[7] invests,jasure
[7] jasure,gauteng
[7] based,insurtech
[7] #insurtech,#insurance
[7] #fintech,#insurtech

Top Replied-To
Top Replied-To in Entire Graph:
@futureadyid
@avibenhutta
@swissre
@lolitataub
@nigelwalsh
@susannechishti
@insuranceeleph1
@sethzaremba
@iireporter
@psb_dc

Top Replied-To in G1:
@psb_dc
@auroravoss
@mikequindazzi
@drvamsikrish
@nigelwalsh
@swissre
@boughtbymany
@insuranceeleph1

Top Replied-To in G2:
@fmfrancoise
@terenceleungsf

Top Replied-To in G4:
@lucepteam
@oxbowpartners

Top Replied-To in G5:
@susannechishti
@insurtech_cap
@intelligentins
@eisgroupltd

Top Replied-To in G6:
@iireporter
@3daystartup
@itapros

Top Replied-To in G7:
@praedicat

Top Replied-To in G8:
@swissre
@grinchinsurtech
@jamesvgingerich
@nigelwalsh
@consultilands
@tudoradam
@clear_bank
@kateterry
@lovegrovemike
@jathansadowski

Top Mentioned
Top Mentioned in Entire Graph:
@spirosmargaris
@albertogaruccio
@andi_staub
@fgraillot
@jblefevre60
@psb_dc
@jimmarous
@ravikikan
@fisher85m
@mikequindazzi

Top Mentioned in G1:
@spirosmargaris
@fgraillot
@albertogaruccio
@psb_dc
@andi_staub
@jimmarous
@maxjcm
@xbond49
@ftpartners
@cbinsights

Top Mentioned in G2:
@spirosmargaris
@ravikikan
@andi_staub
@mikequindazzi
@fisher85m
@zinghr
@mvollmer1
@un
@antgrasso
@albertogaruccio

Top Mentioned in G3:
@theafricamentor
@riskgroup_ar
@mintosave
@dt
@insedgeonline

Top Mentioned in G4:
@albertogaruccio
@andi_staub
@jblefevre60
@spirosmargaris
@ingliguori
@digitaltrends
@fgraillot
@dinisguarda
@psb_dc
@mvollmer1

Top Mentioned in G5:
@minh_q_tran
@sviaccelerator
@majesco_inc
@susannechishti
@wiley_finance
@thefintechbook
@wealthtechbook
@insurtech_book
@albertogaruccio
@sabinevdl

Top Mentioned in G6:
@starcomsys
@forbes
@3dsbarcelona
@caixabank
@lemonade_inc
@pnpinsurtech
@accio_cat
@nextinsurance1
@goinofficial
@hippoinsurance

Top Mentioned in G7:
@oxbowpartners
@phinsys
@reaskearth
@concirrus
@praedicat
@proinsuranceso1
@eosvp
@fintech_global
@shepherdnet
@hxtweets

Top Mentioned in G8:
@anziif
@expeflow
@jamesvgingerich
@inmediatesg
@insuretechnow
@insurtechaus
@fgraillot
@rdtltd
@linkedin
@microsoft

Top Mentioned in G9:
@insurtechtalk
@celent_research
@andi_staub
@thediacommunity
@rogerpeverelli
@commuinsurance
@jamiemacgregorc
@lucepteam
@bdoargentina
@mattleiv

Top Mentioned in G10:
@the_lhoft
@jasureinc
@albertogaruccio
@ventureburn
@ftpartners
@itvc_io
@fintechza
@insurtechnews
@santaminsurance
@nickgerhart

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@arkangelscrap
@chidambara09
@evankirstel
@deejayiwan
@clairebotai
@chrisifg
@aldoceccarelli
@sudeepkhatri
@ottlegalrebels

Top Tweeters in G1:
@ottlegalrebels
@thomasclone
@nytimes
@ssxman2
@ft
@mjoehlerich
@yourldn
@vanalich
@cnet
@2601manish

Top Tweeters in G2:
@sectest9
@arkangelscrap
@chidambara09
@chrisifg
@cybersec_feeds
@itknowingness
@coco20181
@rvp
@santchiweb
@fintechna

Top Tweeters in G3:
@thestartupper
@standardnews
@saeedbaygi
@stackdevjobs
@bizcommunityit
@ictmarket
@itnewsjp
@fredhermelin
@techinvestnews
@revolutionscen

Top Tweeters in G4:
@evankirstel
@clairebotai
@aldoceccarelli
@billnigh
@swissbusiness
@nancyrubin
@caring_mobile
@yvesmulkers
@7wdata
@parvez1

Top Tweeters in G5:
@e_nterdiscipl
@mikeyuhn
@oalomar
@lepinekong
@cognizant
@ups
@insurancetimes_
@intelligentins
@cl
@uber

Top Tweeters in G6:
@annoula64
@forbes
@fmfrancoise
@forbestech
@startupbulletin
@billmew
@nevillegaunt
@techaggreg
@iottogether
@drjdrooghaag

Top Tweeters in G7:
@nellinson
@pixmfg
@gartner_inc
@katherine_coach
@insurance_day
@angelnews
@fintech_global
@bedfordcj
@lloydsoflondon
@spencerhalladey

Top Tweeters in G8:
@businessinsider
@tess_blue815
@jamesvgingerich
@dataaugmented
@capgemini
@jamesjwyork
@digitaltransf11
@spotify
@seoherobot
@joseper02102059

Top Tweeters in G9:
@kotaknaren
@justbementalist
@thed
@commuinsurance
@slideshare
@tedwlsn31
@badrinasluis
@cejotabe
@ferpeyretti
@maheshneel

Top Tweeters in G10:
@calcaware
@jeandoobs
@amruthasuri
@milocamj
@wiomax_pa
@itvc_io
@ventureburn
@lucian2drei
@cornichecorp
@asiedumarfo