Buzzing for Insurtech

The above graph represents a network of 860 Twitter users whose recent tweets contained "insurtech - (minus) fintech", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18.000 tweets. The network was obtained from Twitter on Tuesday, 11 September 2018 at 07:31 UTC.

The tweets in the network were tweeted over the 19-hour, 0-minute period from Monday, 10 September 2018 at 12:24 UTC to Tuesday, 11 September 2018 at 07:24 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.

The edge colors are based on edge weight values. The edge widths are based on edge weight values. The edge opacities are based on edge weight values. The vertex sizes are based on followers values. The vertex opacities are based on followers values.

Overall Graph Metrics:

Vertices: 860

Unique Edges: 1626

Edges With Duplicates: 505

Total Edges: 2131

Self-Loops: 392

Reciprocated Vertex Pair Ratio: 0,029810298102981

Reciprocated Edge Ratio: 0,0578947368421053

Connected Components: 285

Single-Vertex Connected Components: 231

Maximum Vertices in a Connected Component: 457

Maximum Edges in a Connected Component: 1679

Maximum Geodesic Distance (Diameter): 12

Average Geodesic Distance: 4,136257

Graph Density: 0,00205755746270677

Modularity: 0,563489

NodeXL Version: 1.0.1.403

Top 10 Vertices, Ranked by Betweenness Centrality:

Top URLs in Tweet in Entire Graph:

[26] https://www.linkedin.com/feed/update/urn:li:activity:6444485546390618112

[17] http://www.digitalinsuranceagenda.com

[10] https://twitter.com/DeepLearn007/status/1039130188527882241/photo/1

[7] https://www.reinsurancene.ws/insurtech-innovations-are-assisting-re-insurance-processes-yoder-guy-carpenter/

[7] https://qz.com/1367210/doctors-are-known-for-their-poor-bedside-manner-robots-might-be-the-answer/

[6] https://www.forbes.com/consent/?toURL=https://www.forbes.com/sites/johnwelsheurope/2018/09/07/lloyds-lab-launch-what-corporates-do-to-benefit-from-working-with-startups/

[5] http://customerthink.com/moving-from-traditional-insurance-to-insurtech/

[5] https://policy-administration.insuranceciooutlook.com/vendor/stoneriver-a-sapiens-company-policy-administration-made-flexible-cid-122-mid-22.html

[5] https://www.reinsurancene.ws/re-insurers-must-implement-insurtech-strategies-to-compete-effectively-pwc/

[5] https://www.healthimaging.com/topics/artificial-intelligence/seven-factors-will-push-implementation-ai-healthcare

Top URLs in Tweet in G1:

[10] https://twitter.com/DeepLearn007/status/1039130188527882241/photo/1

[7] https://qz.com/1367210/doctors-are-known-for-their-poor-bedside-manner-robots-might-be-the-answer/

[6] https://www.forbes.com/consent/?toURL=https://www.forbes.com/sites/johnwelsheurope/2018/09/07/lloyds-lab-launch-what-corporates-do-to-benefit-from-working-with-startups/

[5] https://policy-administration.insuranceciooutlook.com/vendor/stoneriver-a-sapiens-company-policy-administration-made-flexible-cid-122-mid-22.html

[3] https://www.healthimaging.com/topics/artificial-intelligence/seven-factors-will-push-implementation-ai-healthcare

[3] https://insurtechnews.com/aggregator/msig-collaborates-with-insurtech-startup-anapi-to-enable-next-generation-of-insu?utm_source=dlvr.it&utm_medium=twitter

[3] https://techcrunch.com/2018/09/10/hong-kong-based-onedegree-gets-25-5m-series-a-to-make-coverage-more-accessible-starting-with-pet-insurance/

[3] http://customerthink.com/moving-from-traditional-insurance-to-insurtech/

[2] https://www.consultoras.org/transformacion-digital/insurtech-representaran-10-mercado-mundial-seguros-2023

[2] https://medium.com/@policypalnet/early-bird-two-29d060307e5e

Top URLs in Tweet in G2:

[23] https://www.linkedin.com/feed/update/urn:li:activity:6444485546390618112

[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=167101

[3] https://insurtechnews.com/aggregator/life-insurers-must-strike-careful-balance-between-agents-and-digital

[3] https://www.reinsurancene.ws/re-insurers-must-implement-insurtech-strategies-to-compete-effectively-pwc/

[2] https://www.theglobeandmail.com/report-on-business/careers/leadership-lab/five-leadership-tips-for-transforming-the-insurance-industry/article38314345/

[2] https://www.carriermanagement.com/features/2018/09/06/183806.htm

[2] https://www.pwc.com/gx/en/industries/financial-services/publications/how-insurtechs-are-transforming-reinsurance.html

[2] https://www.reinsurancene.ws/insurtech-innovations-are-assisting-re-insurance-processes-yoder-guy-carpenter/

[2] https://twitter.com/junaidfaridkhan/status/988243152036245504

[2] https://insurtechnews.com/aggregator/future-of-insurance-looks-very-different

Top URLs in Tweet in G3:

[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=165004

[2] https://www.healthimaging.com/topics/artificial-intelligence/seven-factors-will-push-implementation-ai-healthcare

[1] https://interestingengineering.com/neuralink-how-the-human-brain-will-download-directly-from-a-computer

[1] https://www.nature.com/articles/s41591-018-0107-6.epdf?referrer_access_token=f0wGBL9zNygQ17r5gfnat9RgN0jAjWel9jnR3ZoTv0P43NEH20hFuvBoJk6cvICi9BFwWrEhVdglG3lhnoN9r5GTHtZ8o2Be_073XCPjFWEpuKIPEouJb0Z4PwVbJnWLPJjhkhmn1Y92kFhL-iiWVHR4rydtqRY7NqD1-wb03WlVpvN9S_kuFCE8yBovRHO-yrN8p61JnwDJSApNxIRiMRtwZjpGhsBKPBZV1vftiXmm0QDsJH-1lX4Hy8Rqi2gilkr5rlogq82GNtzCki1xgjekBLgBECamHzubG03uvrQ%3D&tracking_referrer=www.technologyreview.com

[1] https://www.technologyreview.com/the-download/611877/ai-can-spot-your-eye-disease-with-945-percent-accuracy/

[1] https://www.linkedin.com/feed/update/urn:li:activity:6444485546390618112

[1] https://medium.com/popular-science/another-ai-winter-could-usher-in-a-dark-period-for-artificial-intelligence-ac8a0155de42?source=rss-------8-----------------artificial_intelligence

Top URLs in Tweet in G4:

[3] https://www.blockchaintechnology-news.com/2018/08/17/why-smart-contracts-will-re-define-business-and-trust-as-we-know-it/?utm_campaign=shareaholic&utm_medium=twitter&utm_source=socialnetwork

[2] https://www.black.insure/scientific-whitepaper.pdf?pdf=scientific-whitepaper.pdf

[2] https://icomarks.com/ico/black-insurance

[2] https://finance.knect365.com/insurtech/?utm_content=76858468&utm_medium=social&utm_source=twitter

[2] https://www.reinsurancene.ws/insurtech-innovations-are-assisting-re-insurance-processes-yoder-guy-carpenter/

[1] https://knect365.com/insurtech/article/43ff5907-86f4-444b-aa2f-1d17dd8ca0cf/cyber-insurance-how-to-manage-the-most-dynamic-risk-in-the-world?utm_source=Twitter&utm_medium=social&utm_campaign=Twitter-to-blog&utm_content=HM&tracker_id=TWB

[1] https://knect365.com/insurtech/article/f0ff5ca6-f7da-4c7f-a096-6c9605d2d0c0/crashmatics-a-connected-policy-for-the-connected-car?utm_source=Twitter&utm_medium=social&utm_campaign=Twitter-to-blog&utm_content=HM&tracker_id=TWB

[1] https://knect365.com/insurtech/article/321767e3-dc8c-421e-b54b-cbe252a18300/why-the-auto-industry-is-ripe-for-disruption?utm_source=Twitter&utm_medium=social&utm_campaign=Twitter-to-blog&utm_content=HM&tracker_id=TWB

[1] https://knect365.com/insurtech/article/8d84e666-50cc-4df2-9700-f959261c06b7/is-voice-technology-the-future-of-insurance?utm_source=Twitter&utm_medium=social&utm_campaign=Twitter-to-blog&utm_content=HM&tracker_id=TWB

[1] https://twitter.com/charliehalkett/status/1039137548835217408

Top URLs in Tweet in G5:

[2] https://www.intelligentinsurer.com/news/insurers-long-journey-to-meet-consumer-expectations-16302#.W5aDJGsTxPQ.twitter

[2] https://www.linkedin.com/pulse/why-munich-re-paying-300m-iot-startup-relayr-milos-milojevic-phd/?published=t

[1] http://swissre.smh.re/4xI

[1] https://www.intelligentinsurer.com/news/the-tech-transformation-expert-16338

[1] https://newtonmedia.swoogo.com/insurtech18

[1] https://www.intelligentinsurer.com/news/insurtech -can-achieve-10-roe-16330

[1] https://www.intelligentinsurer.com/news/the-influence-of-insurtech-and-m-a-16335

[1] https://www.reinsurancene.ws/insurtech-innovations-are-assisting-re-insurance-processes-yoder-guy-carpenter/

[1] http://www.parksassociates.com/blog/article/pr-09142017?utm_source=PR&utm_campaign=09-14-17

[1] http://blog.boltinc.com/insurance-distribution-solution-blog/smart-home-trends

Top URLs in Tweet in G6:

[2] http://insights.instech.london/post/102f1uc/why-big-companies-squander-good-ideas

[2] http://ii.11fs.com/23

[1] https://twitter.com/InsurtechAus/status/1039355386896236546

[1] https://itunes.apple.com/gb/podcast/insurtech-insider-by-11-fs/id1330999202?mt=2&i=1000417428960

[1] https://www.ft.com/content/bd79f062-b517-11e8-bbc3-ccd7de085ffe

[1] https://finance.knect365.com/insurtech/

[1] https://twitter.com/businessinsider/status/1036788957302935552

[1] http://Krizo.dk

[1] https://knect365.com/insurtech/article/3e3a5ad0-876d-4b04-aa14-e4301b0ce98e/how-insurers-and-start-ups-are-targeting-the-growing-cyber-insurance-market?utm_source=KNectBrand&utm_campaign=September%20Content&utm_content=Finance

Top URLs in Tweet in G7:

[17] http://www.digitalinsuranceagenda.com

[2] http://www.digitalinsuranceagenda.com/pagina-dia-tv.php?keyword=wrisk

[2] http://www.digitalinsuranceagenda.com/215/thinslices-zero-to-one-digital-product-development/

[2] http://www.digitalinsuranceagenda.com/pagina-dia-tv.php?keyword=intellect+seec+and+the+safety

[2] http://www.digitalinsuranceagenda.com/201/optisure-small-business-insurance-for-freelancers-and-the-self-employed-made-simple/

[1] http://www.digitalinsuranceagenda.com/253/fifty-shades-of-insurtech-episode-vi/

[1] http://www.digitalinsuranceagenda.com/252/fifty-shades-of-insurtech-episode-v/

[1] http://www.digitalinsuranceagenda.com/pagina-dia-tv.php?keyword=digital+fineprint

[1] http://www.digitalinsuranceagenda.com/240/gefen-technologies-empowering-insurance-providers-to-create--capture-meaningful-moments-in-real-time/

[1] http://www.digitalinsuranceagenda.com/267/thinking-ecosystems-is-the-secret-behind-zhongan/

Top URLs in Tweet in G8:

[4] http://sviaccelerator.com/digital-insurance-leadership-smb-insurance-2018-01/

[2] https://www.forbes.com/sites/blakemorgan/2018/04/19/10-customer-experience-tips-for-insurance-in-2018/#6af622e85e2f

[2] https://www.iotworldtoday.com/2017/08/10/iot-insurance-industry-disruption-ahead/

[2] https://www.business.att.com/learn/operational-effectiveness/how-iot-is-transforming-the-insurance-industry.html

[1] http://insurancethoughtleadership.com/5-ways-to-ensure-an-insurtech-fails/

[1] http://bit.ly/2NiUAkd?utm_content=76929738&utm_medium=social&utm_source=twitter

[1] http://bit.ly/2Bx4FFP?utm_campaign=III-ITL%20Webinar&utm_content=76939753&utm_medium=social&utm_source=twitter

[1] http://bit.ly/2NiUAkd?utm_content=76929813&utm_medium=social&utm_source=twitter

[1] http://100seguro.com.ar/insurtech-global-sesion-especial-de-celent-en-insuretech-connect/

[1] https://www.itij.com/story/114597/zurich-opens-insurtech-competition? utm_campaign=Content%20Curation%20-%20Insurtech&utm_content=76772216&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G9:

[3] https://www.hedgethink.com/top-weekly-insurtech-news/

Top URLs in Tweet in G10:

[3] https://bitcoinexchangeguide.com/inmediate-and-fwd-insurance-partner-for-blockahin-smart-contract-insurance-collaboration/

[1] http://www.suicide.org/hotlines/international/germany-suicide-hotlines.html

Top Domains in Tweet in Entire Graph:

[49] twitter.com

[44] linkedin.com

[38] digitalinsuranceagenda.com

[19] insurtechnews.com

[15] reinsurancene.ws

[12] knect365.com

[10] insurancethoughtleadership.com

[9] insuranceciooutlook.com

[9] insurzine.com

[9] medium.com

Top Hashtags in Tweet in Entire Graph:

[460] insurtech

[177] insurance

[121] bigdata

[111] iot

[85] iiot

[77] ai

[68] cybersecurity

[64] insurtechrising

[57] rvs2018

[55] machinelearning

Top Words in Tweet in Entire Graph:

[754] Words in Sentiment List#1: Positive

[210] Words in Sentiment List#2: Negative

[0] Words in Sentiment List#3: Angry/Violent

[19900] Non-categorized Words

[20864] Total Words

[916] insurtech

[433] insurance

[167] iot

[153] ai

[145] insurtechrising

Top Word Pairs in Tweet in Entire Graph:

[80] insurance,insurtech

[64] evolution,revolution

[63] iot,evolution

[63] revolution,infographic

[63] iiot,bigdata

[63] healthit,insurtech

[62] cybersecurity,iiot

[62] sensors,healthit

[58] ipfconline1,jblefevre60

[58] jblefevre60,cybersecurity

Top Replied-To in Entire Graph:

[3] mike_daly1

[3] insurtechrising

[3] mr_insurtech

[2] blackinsure

[2] cxagroup

[2] matthewjggrant

[2] accenture

[2] susannechishti

[2] kathy_m_osborne

[2] intelligentins

Top Mentioned in Entire Graph:

[86] jblefevre60

[61] ipfconline1

[51] spirosmargaris

[51] sabinevdl

[42] insurtechrising

[32] stratorob

[32] fgraillot

[31] insurtech_book

[29] guzmand

[29] swissre

Top Tweeters in Entire Graph:

[1447944] arkangelscrap

[1077078] sectest9

[962848] startuprealtime

[725373] royalmail

[708735] evankirstel

[594099] financialbuzz

[547065] kotaknaren

[522635] businessinsider

[477596] billnigh

[372514] marshacollier

The graph represents a network of 130 Twitter users whose recent tweets contained "insurtech rvs2018", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18.000 tweets. The network was obtained from Twitter on Tuesday, 11 September 2018 at 08:01 UTC.

The tweets in the network were tweeted over the 6-day, 19-hour, 23-minute period from Tuesday, 04 September 2018 at 12:12 UTC to Tuesday, 11 September 2018 at 07:35 UTC.

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.

Overall Graph Metrics:

Vertices: 130

Unique Edges: 782

Edges With Duplicates: 251

Total Edges: 1033

Self-Loops: 32

Reciprocated Vertex Pair Ratio: 0,0486026731470231

Reciprocated Edge Ratio: 0,0926998841251448

Connected Components: 18