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InsurTech_2020-07-31_04-48-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2020
Short Description:
InsurTech via NodeXL https://bit.ly/3jZKbYb
@globaliqx
@spirosmargaris
@fgraillot
@insurtrek
@stratorob
@jeroenbartelse
@andi_staub
@ssxman2
@chidambara09
@insurtechnews

Top hashtags:
#insurtech
#fintech
#ai
#insurance
#bigdata
#iot
#machinelearning

Description:
Description
The graph represents a network of 3,233 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, 31 July 2020 at 11:57 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 6-day, 13-hour, 18-minute period from Friday, 24 July 2020 at 10:39 UTC to Thursday, 30 July 2020 at 23:58 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 : 3233
Unique Edges : 3832
Edges With Duplicates : 7879
Total Edges : 11711
Number of Edge Types : 5
Tweet : 1510
Retweet : 2913
MentionsInRetweet : 5010
Mentions : 2192
Replies to : 86
Self-Loops : 1583
Reciprocated Vertex Pair Ratio : 0.0425841674249318
Reciprocated Edge Ratio : 0.0816896491534299
Connected Components : 638
Single-Vertex Connected Components : 456
Maximum Vertices in a Connected Component : 2120
Maximum Edges in a Connected Component : 9916
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.080198
Graph Density : 0.000548279193833395
Modularity : 0.377245
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 3,233 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, 31 July 2020 at 11:57 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 6-day, 13-hour, 18-minute period from Friday, 24 July 2020 at 10:39 UTC to Thursday, 30 July 2020 at 23:58 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:
[77] https://techcrunch.com/2020/07/24/are-insurtech-startups-undervalued/
[65] https://twinybots.ch/
[42] https://www.verdict.co.uk/smartwatches-timeline/
[42] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=cbaedd64-d27b-4fce-8832-12770772c476&f=149636
[39] https://singularityhub.com/2020/07/26/deepminds-newest-ai-programs-itself-to-make-all-the-right-decisions/?utm_content=buffer5af3f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[35] https://www.barrons.com/articles/ev-maker-workhorse-is-pairing-vans-with-drones-to-drive-deliveries-51595861527
[35] https://techcrunch.com/2020/07/23/amazon-now-sells-auto-insurance-in-india/
[28] https://www.forbes.com/sites/cognitiveworld/2020/05/21/ai-devours-data/#3bdd232a44a6
[25] https://store.law.com/Registration/Login.aspx?mode=silent&refDomain=store.propertycasualty360.com&source=https%3A%2F%2Fwww.propertycasualty360.com%2F2020%2F07%2F24%2F7-keys-to-succeeding-in-todays-insurance-climate%2F%3Fslreturn%3D20200624154434
[24] https://thenextweb.com/neural/2020/07/24/heres-why-ai-didnt-save-us-from-covid-19/?utm_content=buffere6c65&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[25] https://store.law.com/Registration/Login.aspx?mode=silent&refDomain=store.propertycasualty360.com&source=https%3A%2F%2Fwww.propertycasualty360.com%2F2020%2F07%2F24%2F7-keys-to-succeeding-in-todays-insurance-climate%2F%3Fslreturn%3D20200624154434
[20] https://singularityhub.com/2020/07/26/deepminds-newest-ai-programs-itself-to-make-all-the-right-decisions/?utm_content=buffer5af3f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[16] https://www.verdict.co.uk/smartwatches-timeline/
[14] https://www.forbes.com/sites/theyec/2020/07/27/the-importance-of-humans-in-fintech/?utm_content=buffer5cb13&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#132981e94fb0
[13] https://twinybots.ch/
[12] https://t.co/mM8no6Agtp
[11] https://thenextweb.com/neural/2020/07/24/heres-why-ai-didnt-save-us-from-covid-19/?utm_content=buffere6c65&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://fortune.com/2020/07/28/how-a-i-is-helping-doctors-triage-patients-in-urgent-care/?utm_content=buffer2c6b8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://bdtechtalks.com/2020/07/29/self-driving-tesla-car-deep-learning/?utm_content=buffer071d5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://t.co/KdMPFPl3Cu

Top URLs in Tweet in G2:
[51] https://techcrunch.com/2020/07/24/are-insurtech-startups-undervalued/
[16] https://techcrunch.com/2020/07/24/are-insurtech-startups-undervalued/?utm_source=dlvr.it&utm_medium=twitter
[13] https://twinybots.ch/
[11] https://www.verdict.co.uk/smartwatches-timeline/
[7] https://thefintechtimes.com/the-future-of-insurtech-post-covid-why-dealerships-need-to-change/
[5] https://techcrunch.com/2020/07/24/are-insurtech-startups-undervalued/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+techcrunch%2Fstartups+%28TechCrunch+%C2%BB+Startups%29
[4] https://www.planetcompliance.com/2019/01/02/fintech-an-introduction-to-the-different-sectors-innovative-technologies-and-hashtags-that-transform-the-financial-industry/
[3] https://techcrunch.com/2020/07/24/are-insurtech-startups-undervalued/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Techcrunch+%28TechCrunch%29
[3] https://dailynewsgh.com/2020/07/24/are-insurtech-startups-undervalued/
[3] https://www.crowdfundinsider.com/2020/07/164603-uk-insurtech-battleface-announces-covid-19-travel-insurance-package/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[30] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=cbaedd64-d27b-4fce-8832-12770772c476&f=149636
[25] https://www.forbes.com/sites/cognitiveworld/2020/05/21/ai-devours-data/#3bdd232a44a6
[24] https://twinybots.ch/
[17] https://singularityhub.com/2020/07/26/deepminds-newest-ai-programs-itself-to-make-all-the-right-decisions/?utm_content=buffer5af3f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[16] https://www.forbes.com/sites/theyec/2020/07/27/the-importance-of-humans-in-fintech/
[16] https://aithority.com/technology/analytics/putting-ai-and-machine-learning-to-work-in-cloud-based-bi-and-analytics/
[15] https://www.oliverwyman.com/our-expertise/insights/2019/jun/fintech-futures--the-greenfield-approach--accelerating-a-new-era.html
[13] https://www.fintechfutures.com/2020/07/rbc-taps-red-hat-and-nvidia-for-new-ai-private-cloud/
[12] https://www.oliverwyman.com/our-expertise/insights/2020/jul/insurance-post-covid-19-digital-partnership-models.html?utm_source=elevate&utm_medium=socialmedia&utm_campaign=insurance:-post-covid-19-digital-partnership-models&utm_content=covid-19&_lrsc=e7b4bfc3-548b-49e6-bbe4-23266c5f6cc
[11] https://www.verdict.co.uk/smartwatches-timeline/

Top URLs in Tweet in G4:
[27] https://www.barrons.com/articles/ev-maker-workhorse-is-pairing-vans-with-drones-to-drive-deliveries-51595861527
[4] https://www.cnbc.com/2020/07/25/why-elon-musks-autonomous-driving-ideas-dont-worry-insurers.html?utm_content=buffer7f69c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://bdtechtalks.com/2020/07/29/self-driving-tesla-car-deep-learning/?utm_content=buffer071d5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.dig-in.com/news/startup-funding-in-insurance-rebounds-in-q2-2020?utm_content=bufferd00a2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://singularityhub.com/2020/07/26/deepminds-newest-ai-programs-itself-to-make-all-the-right-decisions/?utm_content=buffer5af3f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.forbes.com/sites/cindygordon/2020/07/22/why-board-directors-and-ceos-must-become-ai-literate-to-lead-forward/?utm_content=buffer7a862&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#1bcc44d449fa
[1] https://privacy.vakmedianet.nl/amweb?ref=https%3A%2F%2Fwww.amweb.nl%2Fbranche%2Fnieuws%2F2020%2F05%2Fde-innovatiemanager-over-zijn-uitdagingen-jeroen-bartelse-van-achmea-101123185
[1] https://aithority.com/technology/analytics/putting-ai-and-machine-learning-to-work-in-cloud-based-bi-and-analytics/
[1] https://twitter.com/i/web/status/1287635000855273472
[1] https://www.forbes.com/sites/louiscolumbus/2020/06/08/the-20-best-cybersecurity-startups-to-watch-in-2020/#13f7032d7130

Top URLs in Tweet in G5:
[14] https://sviaccelerator.com/innovation-trailblazers-webinar-mini-series-next-gen-pc-insurance-innovation/
[5] https://coverager.com/job/data-scientist/
[4] https://coverager.com/groundbreaking-insurance-as-a-service-platform-tmquotes-launches-next-generation-upgrade/
[3] https://www.chisel.ai/blog/underwriting-priorities-2020-ebook
[3] https://www.insurancejournal.com/magazines/mag-features/2020/02/10/557791.htm
[3] https://twinybots.ch/
[2] https://www.dig-in.com/opinion/lemonade-ipo-isnt-going-to-fit-every-insurtech?utm_medium=email&utm_source=fintechweeklycom
[2] https://www.insurtechworld.org/post/102fwq2/embedded-insurance-and-disruption
[2] https://www.insurancethoughtleadership.com/claims-industry-set-for-telecommuting/
[2] https://sviaccelerator.com/innovation-trailblazers-webinar-mini-series-next-gen-insurance-trends-solutions/

Top URLs in Tweet in G6:
[26] https://techcrunch.com/2020/07/23/amazon-now-sells-auto-insurance-in-india/
[17] https://trib.al/h36d1bB
[11] https://techcrunch.com/2020/07/24/are-insurtech-startups-undervalued/
[4] https://news.crunchbase.com/news/insurtech-unicorn-hippo-raises-150m/
[3] https://www.dig-in.com/opinion/lemonade-ipo-isnt-going-to-fit-every-insurtech
[3] https://www.dig-in.com/news/startup-funding-in-insurance-rebounds-in-q2-2020
[2] https://www.covermagazine.co.uk/4018279
[2] https://www.insurancetimes.co.uk/news/zego-partners-with-e-scooter-firm-to-insure-tees-valley-trial-roll-out/1433980.article#.XyEwxERCeAM.twitter
[2] https://coverager.com/penn-national-insurance-selects-one-inc-for-digital-claims-payments/
[2] https://coverager.com/davies-acquires-citadel-risk/

Top URLs in Tweet in G7:
[17] https://fintechconferences.com/
[4] https://www.statista.com/study/46031/insurtech/?utm_content=buffer5908f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=cbaedd64-d27b-4fce-8832-12770772c476&f=149636
[3] https://www.bcg.com/publications/2020/how-winners-build-business-from-data.aspx
[2] https://medium.com/towards-artificial-intelligence/how-artificial-intelligence-serving-insurance-industry-4260db09cfe1
[2] https://medium.com/@sangramsing/splitting-text-into-sentences-f715fd796a84?source=rss-------8-----------------artificial_intelligence
[2] https://www.imaginea.com/the-insurtech-bandwagon-time-to-hop-on/
[2] https://twinybots.ch/
[2] https://www.raconteur.net/infographics/personalised-premiums
[2] https://www.accenture.com/gb-en/insights/insurance/rise-insurtech?utm_content=buffer478e0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G8:
[10] https://anchor.fm/InsurTech-Bus-Series/episodes/From-Disruption-to-Evolution-of-Insurance-egnno4
[7] https://twinybots.ch/
[5] https://www.insurancetimes.co.uk/news/insurtech-honcho-partners-with-employee-benefits-provider/1433934.article
[3] https://thefintechtimes.com/the-future-of-insurtech-post-covid-why-dealerships-need-to-change/
[3] https://member.fintech.global/2020/07/28/dacadoo-to-help-sompo-improve-its-health-app-through-new-partnership/
[2] https://www.crowdfundinsider.com/2020/07/164453-insurtech-ny-opens-applications-for-october-2020-cohort/
[2] https://www.insurancetimes.co.uk/news/technology-champion-of-the-year-2020-who-gets-your-vote/1433908.article
[2] https://www.insurancetimes.co.uk/news/leaseholders-in-high-rise-buildings-hit-with-extortionate-insurance-premiums-post-grenfell/1433947.article
[2] https://insurtechnews.com/influencers
[2] https://youtalk-insurance.com/broker-news/insurtech-honcho-partners-with-475000-member-benefits-provider

Top URLs in Tweet in G9:
[6] https://www.linkedin.com/slink?code=d2f_SMg
[4] https://communityofinsurance.es/2020/07/29/la-revolucion-insurtech-en-el-seguro/
[4] https://communityofinsurance.es/insurtech-community/
[3] https://www.linkedin.com/pulse/la-revoluci%25C3%25B3n-insurtech-y-digitalizaci%25C3%25B3n-del-seguro-carlos-biurrun
[1] https://next.digitalinsuranceagenda.com/newsletter/
[1] https://twitter.com/i/web/status/1288408451165704192
[1] https://twitter.com/i/web/status/1287403321704230917
[1] https://en.insurancechallenges.com/
[1] https://twitter.com/i/web/status/1286607728853635074
[1] https://twitter.com/i/web/status/1285560954143612935

Top URLs in Tweet in G10:
[4] https://www.itij.com/latest/news/latest-insurtech-news-roundup
[4] https://www.visualcapitalist.com/10-types-of-innovation-the-art-of-discovering-a-breakthrough-product/
[4] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2020/04/10/five-technology-trends-in-the-insurance-industry/
[3] https://techcrunch.com/2020/07/24/are-insurtech-startups-undervalued/
[2] https://www.verdict.co.uk/smartwatches-timeline/
[1] https://twitter.com/i/web/status/1287711108913139712
[1] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=cbaedd64-d27b-4fce-8832-12770772c476&f=149636
[1] https://www.business2community.com/big-data/5-mistakes-when-building-predictive-analytics-and-how-to-overcome-them-02245407
[1] https://www.oliverwyman.com/our-expertise/insights/2020/jul/insurance-post-covid-19-digital-partnership-models.html?utm_source=elevate&utm_medium=socialmedia&utm_campaign=insurance:-post-covid-19-digital-partnership-models&utm_content=covid-19&_lrsc=e7b4bfc3-548b-49e6-bbe4-23266c5f6cc
[1] https://www.oliverwyman.com/our-expertise/insights/2019/jun/fintech-futures--the-greenfield-approach--accelerating-a-new-era.html

Top Domains
Top Domains in Tweet in Entire Graph:
[817] twitter.com
[159] forbes.com
[159] techcrunch.com
[130] co.uk
[118] iammarketingmedia.com
[104] linkedin.com
[84] paper.li
[77] dig-in.com
[65] twinybots.ch
[58] medium.com

Top Domains in Tweet in G1:
[141] twitter.com
[58] forbes.com
[34] dig-in.com
[31] co.uk
[29] insurtechnews.com
[25] techcrunch.com
[25] law.com
[23] t.co
[20] singularityhub.com
[17] bdtechtalks.com

Top Domains in Tweet in G2:
[158] twitter.com
[77] techcrunch.com
[25] linkedin.com
[21] co.uk
[13] twinybots.ch
[13] paper.li
[12] crowdfundinsider.com
[8] thefintechtimes.com
[6] insurancejournal.com
[6] insuranceinsider.com

Top Domains in Tweet in G3:
[154] twitter.com
[116] iammarketingmedia.com
[88] forbes.com
[38] oliverwyman.com
[31] co.uk
[30] bah.com
[24] twinybots.ch
[19] dig-in.com
[19] thenextweb.com
[17] singularityhub.com

Top Domains in Tweet in G4:
[27] barrons.com
[4] cnbc.com
[4] bdtechtalks.com
[3] dig-in.com
[2] forbes.com
[2] singularityhub.com
[1] vakmedianet.nl
[1] aithority.com
[1] twitter.com
[1] thenextweb.com

Top Domains in Tweet in G5:
[30] twitter.com
[18] coverager.com
[17] sviaccelerator.com
[7] co.uk
[6] chisel.ai
[6] insurancejournal.com
[6] linkedin.com
[5] dlvr.it
[5] paper.li
[4] insurancethoughtleadership.com

Top Domains in Tweet in G6:
[40] techcrunch.com
[17] trib.al
[12] twitter.com
[10] coverager.com
[8] dig-in.com
[6] co.uk
[5] crunchbase.com
[2] fintechmagazine.com
[1] insurancejournal.com
[1] healthinsuranceandprotection.com

Top Domains in Tweet in G7:
[17] fintechconferences.com
[14] twitter.com
[11] medium.com
[4] statista.com
[4] bah.com
[3] co.uk
[3] bcg.com
[2] imaginea.com
[2] twinybots.ch
[2] raconteur.net

Top Domains in Tweet in G8:
[29] twitter.com
[19] co.uk
[11] anchor.fm
[8] fintech.global
[7] twinybots.ch
[3] insurtechnews.com
[3] youtalk-insurance.com
[3] thefintechtimes.com
[2] crowdfundinsider.com
[2] coverager.com

Top Domains in Tweet in G9:
[10] linkedin.com
[8] twitter.com
[8] communityofinsurance.es
[2] insurancechallenges.com
[1] digitalinsuranceagenda.com
[1] facebook.com
[1] willistowerswatson.com
[1] dig-in.com
[1] techcrunch.com
[1] lifehealth.com

Top Domains in Tweet in G10:
[5] twitter.com
[5] forbes.com
[4] itij.com
[4] visualcapitalist.com
[4] paper.li
[3] techcrunch.com
[2] co.uk
[2] oliverwyman.com
[1] bah.com
[1] business2community.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2782] insurtech
[1745] fintech
[926] ai
[816] insurance
[433] bigdata
[399] iot
[302] machinelearning
[233] artificialintelligence
[218] cybersecurity
[195] startup



Top Hashtags in Tweet in G1:
[858] insurtech
[664] fintech
[257] ai
[237] insurance
[110] regtech
[94] startup
[94] startups
[84] bigdata
[65] iot
[62] artificialintelligence

Top Hashtags in Tweet in G2:
[193] insurtech
[78] insurance
[33] fintech
[18] ai
[16] startup
[12] startups
[12] technology
[12] bigdata
[11] fitness
[10] digitaltransformation

Top Hashtags in Tweet in G3:
[760] insurtech
[642] fintech
[489] ai
[282] bigdata
[204] machinelearning
[192] insurance
[160] iot
[150] cybersecurity
[130] artificialintelligence
[93] accidents

Top Hashtags in Tweet in G4:
[101] iot
[101] smarthome
[100] tinyhouse
[28] insurtech
[27] drone
[23] fintech
[9] ai
[4] elonmusk
[4] autonomousdriving
[4] insurers

Top Hashtags in Tweet in G5:
[102] insurtech
[54] insurance
[15] pandc
[12] fintech
[10] underwriting
[8] digitaltransformation
[7] jobs
[7] webinar
[7] digitaldisruption
[6] ai

Top Hashtags in Tweet in G6:
[68] insurtech
[43] fintech
[26] amazon
[11] innovation
[11] assurtech
[8] digital
[8] assurance
[7] insurance
[5] ai
[4] startups

Top Hashtags in Tweet in G7:
[93] insurtech
[70] ai
[62] fintech
[51] datascience
[39] iot
[26] ml
[26] bigdata
[23] artificialintelligence
[22] blockchain
[21] machinelearning

Top Hashtags in Tweet in G8:
[68] insurtech
[37] insurance
[14] ibspodcast
[9] fintech
[7] diia2020
[7] digitalinsurance
[6] newepisode
[6] disruption
[5] kurindawillsolvethis
[3] mycampaignng

Top Hashtags in Tweet in G9:
[15] insurtech
[14] insurtechcommunityhub
[8] insurancechallenges
[7] seguros
[6] insurance
[5] seguro
[4] insurtechs
[2] news
[2] letsmeet
[2] kickstarter20

Top Hashtags in Tweet in G10:
[34] insurtech
[25] fintech
[17] iot
[16] insurance
[12] ai
[11] bigdata
[7] tesla
[6] datascience
[6] machinelearning
[6] technology

Top Words
Top Words in Tweet in Entire Graph:
[2796] #insurtech
[1758] #fintech
[926] #ai
[858] insurtech
[816] #insurance
[715] insurance
[433] #bigdata
[399] #iot
[353] startups
[338] andi_staub

Top Words in Tweet in G1:
[863] #insurtech
[669] #fintech
[257] #ai
[242] fgraillot
[237] #insurance
[194] spirosmargaris
[150] insurance
[126] startups
[113] read
[112] 2020

Top Words in Tweet in G2:
[298] insurtech
[193] #insurtech
[123] startups
[113] undervalued
[102] insurance
[78] #insurance
[33] more
[33] #fintech
[29] 2020
[29] fintech

Top Words in Tweet in G3:
[760] #insurtech
[642] #fintech
[489] #ai
[282] #bigdata
[211] andi_staub
[204] #machinelearning
[192] #insurance
[180] globaliqx
[160] #iot
[155] read

Top Words in Tweet in G4:
[134] jeroenbartelse
[101] egg
[101] shaped
[101] smart
[101] self
[101] sustainable
[101] luxury
[101] micro
[101] home
[101] myshify

Top Words in Tweet in G5:
[102] #insurtech
[55] insurtech
[54] #insurance
[51] insurance
[27] sviaccelerator
[24] rd
[21] join
[16] coverager
[16] industry
[15] covid

Top Words in Tweet in G6:
[68] #insurtech
[43] #fintech
[39] insurtech
[39] insurance
[33] nigelwalsh
[31] startups
[29] tech
[27] undervalued
[27] auto
[26] begins

Top Words in Tweet in G7:
[93] #insurtech
[70] #ai
[62] #fintech
[51] #datascience
[41] mikequindazzi
[39] #iot
[26] #ml
[26] #bigdata
[23] #artificialintelligence
[22] antgrasso

Top Words in Tweet in G8:
[68] #insurtech
[37] #insurance
[27] insurance
[20] insurtech
[19] uk
[14] innovation
[14] mr_morski
[14] insure365n
[14] #ibspodcast
[13] business

Top Words in Tweet in G9:
[21] digital
[15] #insurtech
[14] commuinsurance
[14] #insurtechcommunityhub
[14] ecosistema
[13] insurtech
[12] 2020
[10] transformación
[9] únete
[9] sector

Top Words in Tweet in G10:
[40] #insurtech
[31] #fintech
[19] insurance
[17] #iot
[16] globaliqx
[16] #insurance
[12] #ai
[11] #bigdata
[11] forbes
[9] insurtech

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[843] #fintech,#insurtech
[340] #insurtech,#fintech
[180] startups,undervalued
[177] insurtech,startups
[152] read,more
[139] #insurtech,#bigdata
[134] #insurance,#insurtech
[122] egg,shaped
[122] shaped,smart
[122] smart,self

Top Word Pairs in Tweet in G1:
[295] #fintech,#insurtech
[128] #insurtech,#fintech
[78] #insurtech,#regtech
[67] #fintech,startups
[64] q2,2020
[63] #insurtech,#startups
[56] startups,revamping
[54] first,wave
[54] wave,unbundling
[54] unbundling,services

Top Word Pairs in Tweet in G2:
[118] insurtech,startups
[113] startups,undervalued
[28] #insurance,#insurtech
[20] covid,19
[15] undervalued,techcrunch
[15] insurtech,investment
[13] global,insurtech
[12] insurance,industry
[10] fintech,magazine
[10] #bigdata,#fitness

Top Word Pairs in Tweet in G3:
[404] #fintech,#insurtech
[137] read,more
[136] #insurtech,#fintech
[93] more,#accidents
[88] #insurtech,#bigdata
[79] #ai,#machinelearning
[77] #accidents,#claims
[75] role,#ai
[72] #claims,#disastermitigation
[66] #machinelearning,#fintech

Top Word Pairs in Tweet in G4:
[101] egg,shaped
[101] shaped,smart
[101] smart,self
[101] self,sustainable
[101] sustainable,luxury
[101] luxury,micro
[101] micro,home
[101] home,myshify
[101] myshify,#iot
[101] #iot,#smarthome

Top Word Pairs in Tweet in G5:
[11] #insurtech,#insurance
[9] #insurtech,#fintech
[9] covid,19
[8] more,info
[8] info,#pandc
[7] insurance,service
[7] free,#insurtech
[7] #insurtech,#webinar
[7] #pandc,#underwriting
[6] #webinar,more

Top Word Pairs in Tweet in G6:
[26] startups,undervalued
[26] begins,#insurtech
[26] #insurtech,#amazon
[26] #amazon,#fintech
[26] #fintech,amazon
[26] amazon,sells
[26] sells,auto
[26] auto,insurance
[26] insurance,india
[25] insurtech,startups

Top Word Pairs in Tweet in G7:
[26] #insurtech,#datascience
[25] #fintech,#insurtech
[20] #datascience,#ml
[20] #ml,#dl
[18] #fintech,#iot
[16] #insurtech,#fintech
[16] mikequindazzi,#insurtech
[14] fintech,world
[14] world,forum
[14] forum,2020

Top Word Pairs in Tweet in G8:
[11] #insurtech,#insurance
[10] #insurance,#insurtech
[7] government,pushing
[7] pushing,full
[7] full,cost
[7] cost,building
[7] building,safety
[7] safety,works
[7] works,leaseholders
[7] leaseholders,further

Top Word Pairs in Tweet in G9:
[9] únete,#insurtechcommunityhub
[9] #insurtechcommunityhub,ecosistema
[9] ecosistema,transformación
[9] transformación,digital
[9] digital,sector
[9] sector,asegurador
[6] communityofinsurance,presente
[6] presente,solutions
[6] solutions,edición
[6] edición,digital

Top Word Pairs in Tweet in G10:
[21] #fintech,#insurtech
[8] applications,class
[8] class,13
[8] 13,cohort
[8] cohort,close
[8] close,end
[8] end,week
[8] week,know
[8] know,#fintech
[8] #insurtech,founder

Top Replied-To
Top Replied-To in Entire Graph:
@futureadyid
@iti_insurtech
@axa_xl
@claimgenius
@grinchinsurtech
@accenture
@grinchinsurtec
@tesla
@lemonade_inc
@huitzquillocan

Top Replied-To in G1:
@tesla
@lemonade_inc
@accenture
@claimgenius
@iti_insurtech
@elonmusk
@anivoinsurance
@thepsironi
@munichre
@zurich

Top Replied-To in G3:
@mit

Top Replied-To in G5:
@axa_xl
@amazonpay
@rahul_j_mathur

Top Replied-To in G6:
@nigelwalsh

Top Replied-To in G8:
@bryanfalchuk
@thefintechtimes
@edleonklinger
@getcoverly

Top Replied-To in G9:
@execinsurtech

Top Mentioned
Top Mentioned in Entire Graph:
@andi_staub
@spirosmargaris
@fgraillot
@globaliqx
@jeroenbartelse
@jblefevre60
@myshify
@stratorob
@psb_dc
@ipfconline1

Top Mentioned in G1:
@fgraillot
@spirosmargaris
@andi_staub
@stratorob
@psb_dc
@globaliqx
@ftpartners
@leimer
@jblefevre60

Top Mentioned in G2:
@crowdfundnews
@ric9871ric
@rhotwire
@boriel_gr

Top Mentioned in G3:
@andi_staub
@globaliqx
@jblefevre60
@spirosmargaris
@ipfconline1
@fabriziobustama
@haroldsinnott
@damien_cabadi
@fgraillot

Top Mentioned in G4:
@jeroenbartelse
@myshify
@barronsonline
@renatomunari
@spirosmargaris
@paula_piccard
@mvollmer1
@wtwcorporate
@globaliqx
@fgraillot

Top Mentioned in G5:
@sviaccelerator
@coverager
@rahul_j_mathur
@chiselai
@ijournal
@mikeatspice
@seanharper
@rootinsuranceco
@ecopiaai
@sethzaremba

Top Mentioned in G6:
@nigelwalsh
@techcrunch
@tech
@alex
@fgraillot
@eficiens_am
@insuranceage
@crunchbasenews
@eu_startups
@globaliqx

Top Mentioned in G7:
@mikequindazzi
@antgrasso
@globaliqx
@vladobotsvadze
@andi_staub
@fisher85m
@jimmarous
@social_molly
@worldtrendsinfo
@harry_robots

Top Mentioned in G8:
@mr_morski
@insure365n
@bryanfalchuk
@insurancetimes_
@folumy
@insurtech_uk
@thefca
@zegocover
@letsgoginger
@iti_insurtech

Top Mentioned in G9:
@commuinsurance
@cejotabe
@gbarbeito
@thediacommunity
@das_spain
@breathomix
@tilbago
@keylesstech
@decentriq
@build38dotcom

Top Mentioned in G10:
@globaliqx
@forbes
@usaa
@qcfintech
@glengilmore
@allstate
@qcinsurtech
@enricomolinari
@modernimprint

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@easy_branches
@robinsnewswire
@sonuise
@phuketdailynews
@chidambara09
@evankirstel
@deejayiwan
@beritasatu

Top Tweeters in G1:
@marshawright
@robinsnewswire
@sudeepkhatri
@business
@rvp
@tres444
@lelkan
@nmugai
@vishalfast007
@gezgintrk

Top Tweeters in G2:
@sonuise
@beritasatu
@kontannews
@kumparan
@flashalert_me
@newsfilterio
@wartaekonomi
@genphys
@iposniffer
@rhotwire

Top Tweeters in G3:
@sectest9
@chidambara09
@evankirstel
@pitarampal
@iam__network
@thomasclone
@santchiweb
@fintechna
@calcaware
@machinelearnflx

Top Tweeters in G4:
@deejayiwan
@sufiy
@adnanserpen
@ganjasmokercb
@ahalcali
@sreyyazdemir
@usagreat88
@andreyvlz
@sox4d9
@wboricua98

Top Tweeters in G5:
@amazonin
@ijournal
@love4ulot
@misbahspeaks
@gomedici
@sehaj23
@bestcompanyusa
@pmprouk
@marclijour
@pc_360

Top Tweeters in G6:
@thesun
@yourldn
@btptechsearch
@medicalquack
@drferdowsi
@techcrunch
@eastvillagetwt
@itunes65
@jameschurchman
@nigelwalsh

Top Tweeters in G7:
@itknowingness
@jacobussystems
@albertan48
@smartecocity
@vladobotsvadze
@natashareid95
@iot_technojeder
@hernangraffe
@jonathanaufray
@quasagroup

Top Tweeters in G8:
@fintechbot
@pakay20
@harryscoffin
@crowdfundinside
@vitality_uk
@statefarm
@bryanfalchuk
@lucian2drei
@insurancetimes_
@bclouduk

Top Tweeters in G9:
@mgg_2012
@commuinsurance
@holadiho
@mujerestech
@badrinasluis
@capitancook
@cejotabe
@alex_r_78
@linkedin
@revestrategas

Top Tweeters in G10:
@gonzo_30531
@forbes
@continimarco
@wrix2
@bizcom
@iamchuckrussell
@technojeder
@robinheed
@glengilmore
@iceboxdesigns


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