InsurTech, Twitter, 7/30/2021 12:48:45 PM, 259159


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InsurTech_2021-07-30_04-55-46.xlsx
InsurTech_2021-07-30_04-55-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 30, 2021
Short Description:
InsurTech via NodeXL https://bit.ly/2VlyByK
@chidambara09
@enricomolinari
@stratorob
@globaliqx
@spirosmargaris
@fgraillot
@founderssauce
@insurancegold1
@albertogaruccio
@musyoki_robin

Top hashtags:
#insurtech
#fintech
#ai
#iot
#finserv
#bigdata
#insurance
#iiot

Description:
Description
The graph represents a network of 3,530 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, 30 July 2021 at 12:17 UTC.

The requested start date was Friday, 30 July 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 6-day, 5-hour, 9-minute period from Friday, 23 July 2021 at 18:50 UTC to Friday, 30 July 2021 at 00:00 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 : 3530
Unique Edges : 4785
Edges With Duplicates : 13820
Total Edges : 18605
Number of Edge Types : 5
Mentions : 3505
Retweet : 4920
MentionsInRetweet : 8393
Tweet : 1686
Replies to : 101
Self-Loops : 1883
Reciprocated Vertex Pair Ratio : 0.0487438558164937
Reciprocated Edge Ratio : 0.0929566462700169
Connected Components : 624
Single-Vertex Connected Components : 461
Maximum Vertices in a Connected Component : 2506
Maximum Edges in a Connected Component : 17114
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.65888
Graph Density : 0.000616582793960523
Modularity : 0.287733
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,530 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, 30 July 2021 at 12:17 UTC.

The requested start date was Friday, 30 July 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 6-day, 5-hour, 9-minute period from Friday, 23 July 2021 at 18:50 UTC to Friday, 30 July 2021 at 00:00 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:
[138] https://techcrunch.com/2021/07/24/should-we-be-worried-about-insurtech-valuations/
[129] https://twinybots.ch/
[107] https://www.techfinancials.co.za/2021/07/26/pineapple-bags-r80-million-investment-to-upend-car-insurance-sector/
[52] https://techcrunch.com/2021/07/24/should-we-be-worried-about-insurtech-valuations/?utm_source=dlvr.it&utm_medium=twitter
[47] https://ventureburn.com/2021/07/johannesburg-insurtech-startup-pineapple-secures-r80m-in-funding/
[42] http://www.facebook.com/pages/p/645569912213482
[41] https://www.techopedia.com/software/the-best-practices-for-managing-cloud-applications/2/28514
[31] https://venturebeat.com/2021/07/24/deadline-2024-why-you-only-have-3-years-left-to-adopt-ai/?utm_content=bufferbbff0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[30] https://www.forbes.com/sites/servicenow/2021/07/23/5-ways-ai-helps-customer-agents-deliver-better-results/?sh=73bb0b626bb2
[29] https://builtin.com/internet-things/iot-smart-city-applications?utm_content=bufferfbc09&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[54] https://twinybots.ch/
[38] https://www.techopedia.com/software/the-best-practices-for-managing-cloud-applications/2/28514
[27] https://www.forbes.com/sites/servicenow/2021/07/23/5-ways-ai-helps-customer-agents-deliver-better-results/?sh=73bb0b626bb2
[23] https://www.outlookindia.com/outlookmoney/insurance/insurance-fraud-probe-goes-digital-after-covid-8158
[23] https://www.addressintel.com
[22] https://qz.com/2036127/ransomware-hacks-are-driving-up-premiums-for-cyber-insurance/
[19] https://www.insurancethoughtleadership.com/the-intersection-of-iot-and-ecosystems/?utm_content=buffere9ca3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[18] https://www.squadhelp.com/name/idetected
[18] https://Nescord.com
[17] https://builtin.com/internet-things/iot-smart-city-applications?utm_content=bufferfbc09&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[60] https://techcrunch.com/2021/07/24/should-we-be-worried-about-insurtech-valuations/
[28] https://techcrunch.com/2021/07/24/should-we-be-worried-about-insurtech-valuations/?utm_source=dlvr.it&utm_medium=twitter
[25] https://tweetedtimes.com/media/techcrunch/all?s=tnp
[14] https://jp.techcrunch.com/2021/07/25/2021-07-24-should-we-be-worried-about-insurtech-valuations/
[14] https://techcrunch.com/2021/07/28/insurtech-startup-spot-brings-in-17-5m-equity-debt-to-fill-insurance-gaps-for-accidental-injuries/
[9] https://jp.techcrunch.com/2021/07/26/2021-07-24-should-we-be-worried-about-insurtech-valuations/
[9] https://techcrunch.com/2021/07/28/insurtech-startup-spot-brings-in-17-5m-equity-debt-to-fill-insurance-gaps-for-accidental-injuries/?utm_source=dlvr.it&utm_medium=twitter
[5] https://twinybots.ch/
[5] https://techcrunch.com/2021/07/24/should-we-be-worried-about-insurtech-valuations/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Techcrunch+%28TechCrunch%29
[5] https://insuranceblog.accenture.com/preventing-emergencies-insurtech-that-keeps-us-safe-in-troubled-times?c=acn_glb_leadingvoicessprinklradvocac_12318464&n=smc_0721

Top URLs in Tweet in G3:
[19] https://techxplore.com/news/2021-07-global-climate-million-energy-jobs.html?utm_content=bufferbb71d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://www.biometricupdate.com/202107/optimism-reigns-in-biometrics-market-as-post-pandemic-agendas-take-shape
[10] https://www.tomshardware.com/uk/amp/news/eu-plans-restrict-private-crypto-wallets
[10] https://www.biometricupdate.com/202107/global-biometric-surveillance-developments-draw-regional-concerns
[9] https://www.globaliqx.com/designing-a-digital-insurance-ecosystem/?utm_content=bufferd584e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.offshore-energy.biz/ai-driven-robot-ship-mayflower-prepares-to-sail-again/?utm_content=buffer6628d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.utoronto.ca/news/researchers-use-ai-predict-risk-developing-type-2-diabetes?utm_content=buffer542bb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://builtin.com/internet-things/iot-smart-city-applications?utm_content=bufferfbc09&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.biometricupdate.com/202107/too-much-data-and-not-enough-fraud-prevention-biometrics-and-micro-identities-could-help
[7] https://statetechmagazine.com/article/2021/07/new-internet-things-capabilities-will-come-online-5g-becomes-more-available?utm_content=bufferfd3ed&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[28] https://twinybots.ch/
[15] https://www.dig-in.com/list/ford-octo-travel-insurtech-launch-roundup
[14] https://www.acc.org/iaf?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post
[13] https://www.nytimes.com/2021/07/27/world/asia/tokyo-olympics-mascots.html?smid=tw-share
[13] https://techcrunch.com/2021/07/24/should-we-be-worried-about-insurtech-valuations/
[12] https://www.nytimes.com/2021/07/23/realestate/housing-market-burnout.html
[10] https://www.bloomberg.com/tosv2.html?vid=&uuid=1fdcc3d0-ec2c-11eb-b840-c1ccb98d0b2d&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNy0yNC9zaW5nYXBvcmUtc3RvY2tzLWJvdW5jZS1wYXN0LWxvY2tkb3duLXRvLW91dHBlcmZvcm0tYXNpYW4tcGVlcnM=
[10] https://fintechconferences.com/
[9] https://sviaccelerator.com/innovation-trailblazers-webinar-mini-series-life-voluntary-benefits-2-0-2021/#group_A0056
[9] https://www.helsinkitimes.fi/finland/finland-news/domestic/19643-full-vaccination-certificate-to-enable-free-entry-to-finland-as-of-monday.html

Top URLs in Tweet in G5:
[5] https://fintechnews.sg/51327/australia/fast-growing-aussie-insurtechs-choose-singapore-as-gateway-to-southeast-asia/
[3] https://techcrunch.com/2021/07/24/should-we-be-worried-about-insurtech-valuations/
[3] https://coverager.com/digit-insurance-raises-200-million-at-a-3-5-billion-valuation/
[3] https://member.fintech.global/2021/07/27/akur8-expands-european-presence-with-pair-of-partnerships-insurtech/
[3] https://member.fintech.global/2021/07/28/cyber-insurance-tech-platform-at-bay-joins-unicorn-club-after-series-d-close-insurtech/
[3] https://coverager.com/at-bay-raises-185-million/
[3] https://veille-cyber.com/le-prototype-de-la-moto-jet-volante-speeder-a-reussi-son-premier-vol/
[3] https://fintechnews.sg/53758/insurtech/newly-minted-unicorn-bolt-makes-two-new-key-hires-for-its-next-growth-chapter/
[3] https://fintechnews.sg/53683/insurtech/prudential-makes-financial-push-with-new-wealth-offerings-in-its-pulse-app/
[2] https://medium.com/@astoryaio/insurtech-europe-the-eu-insurtech-investment-show-8-tech11-27ad587927e

Top URLs in Tweet in G6:
[16] https://techwireasia.com/2021/07/perfecting-mapping-with-ai-and-machine-learning/?utm_content=bufferb6703&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[14] https://venturebeat.com/2021/07/24/deadline-2024-why-you-only-have-3-years-left-to-adopt-ai/?utm_content=bufferbbff0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://trib.al/QjBTZWI
[12] https://techcrunch.com/2021/07/24/should-we-be-worried-about-insurtech-valuations/
[9] https://venturebeat.com/2021/07/23/phishing-attacks-get-smarter-as-targets-struggle-to-keep-up/?utm_content=buffer5915c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.thedrum.com/news/2021/07/27/china-launches-campaign-clean-up-big-tech-and-improve-their-employees-welfare?utm_content=buffer81ab0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://trib.al/BJSeNhR
[8] https://venturebeat.com/2021/07/25/with-post-pandemic-ai-weve-now-stepped-into-the-age-of-acceleration/?utm_content=buffer5e307&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://futurism.com/the-byte/tesla-autopilot-mistakes-moon-traffic-light?utm_content=bufferdf674&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://arstechnica.com/gadgets/2021/07/researches-demonstrate-that-malware-can-be-hidden-inside-ai-models/?utm_content=buffer6ec6e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[25] https://twinybots.ch/
[6] https://finance.yahoo.com/news/fintech-bank-disrupters-112908665.html
[5] https://www.insurancebusinessmag.com/uk/news/technology/genasys-coceos-on-what-the-uk-insurance-industry-is-calling-out-for-292267.aspx#.YP6Wjq-8xI4.twitter
[4] https://finance.yahoo.com/news/fintech-focus-july-23-2021-024603792.html
[4] https://www.fool.com/investing/2021/07/27/lemonade-pay-attention-to-insurtech-challenger/
[4] http://technologyprnews.com/technology_articles/2021/07/progressive-insurtech-cis-lowers-cyber-claims-ratio-by-using-trusted-sender-score-technology-483484.htm#.YQDV0V8ZBYw.twitter
[4] https://commercevc.medium.com/reflections-on-kins-journey-part-1-3222eb57ab2c?source=rss------startup-5&utm_source=dlvr.it&utm_medium=twitter
[4] https://www.linkedin.com/slink?code=g5Sn8yH
[3] https://www.bangkokpost.com/opinion/opinion/2155859/thailands-fintech-comes-of-age
[3] http://www.spglobal.com/marketintelligence/en/news-insights/latest-news-headlines/flight-to-quality-as-private-insurtechs-draw-big-investments-65047336

Top URLs in Tweet in G8:
[107] https://www.techfinancials.co.za/2021/07/26/pineapple-bags-r80-million-investment-to-upend-car-insurance-sector/
[3] https://ventureburn.com/2021/07/johannesburg-insurtech-startup-pineapple-secures-r80m-in-funding/
[2] https://twinybots.ch/
[2] https://disrupt-africa.com/2021/07/22/insurtech-platform-ctrl-becomes-6th-sa-startup-backed-by-naspers-foundry-banks-2-3m/
[1] https://www.insurancebusinessmag.com/uk/news/technology/insurtech-unicorn-bolttech-acquires-isurance-292154.aspx
[1] https://qz.com/2036127/ransomware-hacks-are-driving-up-premiums-for-cyber-insurance/
[1] https://techcrunch.com/2021/07/28/insurtech-startup-spot-brings-in-17-5m-equity-debt-to-fill-insurance-gaps-for-accidental-injuries/?tpcc=ECTW2020
[1] https://techcrunch.com/2021/07/28/insurtech-startup-spot-brings-in-17-5m-equity-debt-to-fill-insurance-gaps-for-accidental-injuries/?utm_source=dlvr.it&utm_medium=twitter
[1] https://nypost.com/2021/07/27/new-trailer-for-ghostbusters-afterlife-is-scary-but-nostalgic/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[1] https://www.hollywoodreporter.com/business/business-news/eone-names-jillian-share-co-president-of-film-production-1234989809/#utm_medium=social&utm_source=twitter&utm_campaign=social_bar&utm_content=bottom_amp&utm_id=1234989809

Top URLs in Tweet in G9:
[41] https://ventureburn.com/2021/07/johannesburg-insurtech-startup-pineapple-secures-r80m-in-funding/
[17] https://disrupt-africa.com/2021/07/26/sa-insurtech-startup-pineapple-raises-3-4m-series-a-funding-round/
[9] https://disrupt-africa.com/2021/07/22/insurtech-platform-ctrl-becomes-6th-sa-startup-backed-by-naspers-foundry-banks-2-3m/
[6] https://twinybots.ch/
[4] https://www.techawkng.com/2021/07/26/sa-insurtech-startup-pineapple-closes-3-4m-series-a-investment/
[3] https://artivatic.ai/
[3] https://twitter.com/silasTnkoana/status/1420432870213029888
[2] https://ir.shareaholic.com/e?u=https://ventureburn.com/2021/07/johannesburg-insurtech-startup-pineapple-secures-r80m-in-funding/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1&a=1&s=7
[2] https://techpoint.africa/2021/07/26/pineapple-raises-3-4m-series-a/?utm_source=twitter&utm_medium=social&utm_campaign=muyiwa
[2] auto

Top URLs in Tweet in G10:
[3] http://www.bybits.co.uk/customer-first-motor-insurance
[3] https://www.bybits.co.uk/
[3] https://www.uktech.news/tech-hubs/the-south-east-of-england/london/london-based-insurtech-flock-pick-17m-gets-backing-from-chairman-of-virgin-galactic-20210729
[2] https://insurance-edge.net/2021/07/29/insurtech-investment-hits-record-levels/
[2] https://www.insurancetimes.co.uk/news/flock-raises-17m-to-reinvent-insurance-for-connected-vehicles/1438330.article
[2] https://www.insurancetimes.co.uk/insight/insurtech-sector-sees-2021-unicorn-boom-as-pandemic-accelerates-digital-focus/1437876.article
[2] https://www.friss.com/press/friss-raises-65-million-series-b-funding-led-by-accel-kkr/
[2] https://twitter.com/edleonklinger/status/1420659410553147395
[1] https://www.willistowerswatson.com/en-US/Insights/2021/07/quarterly-insurtech-briefing-q2-2021?utm_source=twitter&utm_medium=social&utm_campaign=Insurance-Consulting-and-Technology_&utm_content=willis_re_713bc542-1f65-487c-b448-6dd96211c093_&utm_term=
[1] https://twitter.com/i/web/status/1420801632724475908

Top Domains
Top Domains in Tweet in Entire Graph:
[632] twitter.com
[384] techcrunch.com
[159] co.uk
[158] bloomberg.com
[145] forbes.com
[129] twinybots.ch
[121] linkedin.com
[118] co.za
[110] medium.com
[98] venturebeat.com

Top Domains in Tweet in G1:
[123] twitter.com
[83] forbes.com
[56] bloomberg.com
[56] techcrunch.com
[54] twinybots.ch
[49] insurancethoughtleadership.com
[47] venturebeat.com
[46] medium.com
[44] co.uk
[40] linkedin.com

Top Domains in Tweet in G2:
[151] techcrunch.com
[69] twitter.com
[27] tweetedtimes.com
[21] linkedin.com
[14] co.uk
[7] fintechmagazine.com
[7] co.il
[6] yahoo.com
[6] paper.li
[5] google.com

Top Domains in Tweet in G3:
[75] twitter.com
[35] biometricupdate.com
[23] globaliqx.com
[21] techxplore.com
[13] raconteur.net
[12] forbes.com
[12] bbc.com
[10] tomshardware.com
[10] linkedin.com
[9] dig-in.com

Top Domains in Tweet in G4:
[132] twitter.com
[86] bloomberg.com
[65] co.uk
[54] nytimes.com
[37] hollywoodreporter.com
[31] forbes.com
[28] twinybots.ch
[26] linkedin.com
[25] blogspot.com
[24] dig-in.com

Top Domains in Tweet in G5:
[49] twitter.com
[16] coverager.com
[13] medium.com
[12] fintechnews.sg
[9] eficiens.com
[8] techcrunch.com
[8] fintech.global
[5] veille-cyber.com
[4] finextra.com
[3] cbinsights.com

Top Domains in Tweet in G6:
[35] techcrunch.com
[33] venturebeat.com
[22] trib.al
[17] techwireasia.com
[13] analyticsinsight.net
[10] twitter.com
[10] bloomberg.com
[9] thedrum.com
[8] futurism.com
[7] arstechnica.com

Top Domains in Tweet in G7:
[38] twitter.com
[25] twinybots.ch
[18] yahoo.com
[17] techcrunch.com
[9] medium.com
[6] mtr.cool
[6] insurancebusinessmag.com
[5] venturebeat.com
[5] co.za
[4] finextra.com

Top Domains in Tweet in G8:
[107] co.za
[3] techcrunch.com
[3] disrupt-africa.com
[3] ventureburn.com
[2] twinybots.ch
[1] insurancebusinessmag.com
[1] qz.com
[1] nypost.com
[1] hollywoodreporter.com
[1] bwtechzone.com

Top Domains in Tweet in G9:
[41] ventureburn.com
[26] disrupt-africa.com
[13] twitter.com
[6] twinybots.ch
[4] techpoint.africa
[4] techawkng.com
[3] linkedin.com
[3] artivatic.ai
[2] shareaholic.com
[1] youtube.com

Top Domains in Tweet in G10:
[17] co.uk
[11] twitter.com
[3] insurance-edge.net
[3] uktech.news
[2] friss.com
[1] willistowerswatson.com
[1] techstartups.com
[1] linkedin.com
[1] com.au
[1] capital-riesgo.es

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3102] insurtech
[2075] fintech
[1159] ai
[1013] iot
[1002] finserv
[898] bigdata
[853] insurance
[679] iiot
[617] crypto
[581] uk



Top Hashtags in Tweet in G1:
[978] insurtech
[812] fintech
[546] ai
[405] iot
[385] bigdata
[354] cybersecurity
[290] insurance
[260] finserv
[210] iiot
[192] crypto

Top Hashtags in Tweet in G2:
[99] insurtech
[42] insurance
[37] fintech
[9] ai
[9] tc
[9] tech
[9] startup
[8] technology
[8] startups
[7] couchbase

Top Hashtags in Tweet in G3:
[379] fintech
[360] insurtech
[243] ai
[212] finserv
[160] esg
[139] iot
[124] ehealth
[115] marketing
[92] smartcities
[92] greentech

Top Hashtags in Tweet in G4:
[593] insurtech
[448] finserv
[430] iot
[429] bigdata
[404] iiot
[385] crypto
[379] uk
[254] healthcare
[214] socialmedia
[199] fintech

Top Hashtags in Tweet in G5:
[228] insurtech
[164] fintech
[58] nocode
[44] assurance
[25] insurance
[15] assurtech
[14] innovation
[14] ia
[13] ai
[12] digital

Top Hashtags in Tweet in G6:
[196] fintech
[181] insurtech
[84] ai
[68] insurance
[31] machinelearning
[25] vc
[23] artificialintelligence
[17] startup
[17] bigdata
[16] mapping

Top Hashtags in Tweet in G7:
[188] insurtech
[154] fintech
[93] innovation
[88] startup
[58] finserv
[47] banking
[42] payment
[35] digital
[29] lending
[29] investment

Top Hashtags in Tweet in G8:
[3] insurance
[3] insurtech
[2] startup
[2] bigdata
[2] uk
[2] crypto
[2] healthcare
[2] iiot
[2] iot
[1] ghostbusters

Top Hashtags in Tweet in G9:
[27] insurtech
[10] ai
[10] fintech
[9] insurance
[6] technology
[6] digital
[5] digitaltransformation
[4] southafrican
[3] healthcare
[3] growth

Top Hashtags in Tweet in G10:
[38] insurtech
[11] motorinsurance
[11] usagebasedinsurance
[8] insurance
[6] paybymile
[4] funding
[4] bimalabii
[3] innovation
[3] payasyoudrive
[3] saas

Top Words
Top Words in Tweet in Entire Graph:
[3092] #insurtech
[2074] #fintech
[1329] insurtech
[1232] enricomolinari
[1159] #ai
[1013] #iot
[1002] #finserv
[898] #bigdata
[853] #insurance
[782] insurance

Top Words in Tweet in G1:
[978] #insurtech
[812] #fintech
[546] #ai
[405] #iot
[385] #bigdata
[354] #cybersecurity
[303] globaliqx
[298] enricomolinari
[290] #insurance
[286] stratorob

Top Words in Tweet in G2:
[368] insurtech
[112] valuations
[111] worried
[105] insurance
[99] #insurtech
[64] startup
[62] techcrunch
[42] #insurance
[42] fintech
[41] 17

Top Words in Tweet in G3:
[751] enricomolinari
[378] #fintech
[360] #insurtech
[243] #ai
[212] #finserv
[191] globaliqx
[184] wef
[159] #esg
[139] #iot
[124] #ehealth

Top Words in Tweet in G4:
[592] #insurtech
[448] #finserv
[430] #iot
[429] #bigdata
[404] #iiot
[385] #crypto
[379] #uk
[313] chidambara09
[254] #healthcare
[214] #socialmedia

Top Words in Tweet in G5:
[221] #insurtech
[164] #fintech
[105] fgraillot
[69] startups
[68] great
[59] map
[58] #nocode
[58] low
[58] code
[36] eficiens

Top Words in Tweet in G6:
[196] #fintech
[181] #insurtech
[158] spirosmargaris
[84] #ai
[68] #insurance
[50] insurtech
[39] techcrunch
[32] worried
[31] #machinelearning
[27] valuations

Top Words in Tweet in G7:
[188] #insurtech
[154] #fintech
[93] #innovation
[89] fintech
[89] #startup
[72] insurtech
[58] #finserv
[47] #banking
[42] #payment
[38] insurance

Top Words in Tweet in G8:
[124] insurtech
[123] startup
[112] pineapple
[112] funding
[110] secures
[110] r80m
[107] breaking
[107] south
[107] african
[106] founderssauce

Top Words in Tweet in G9:
[94] insurtech
[86] startup
[71] pineapple
[71] funding
[48] ventureburn
[47] johannesburg
[45] secures
[44] r80m
[35] series
[30] pineapple_sa

Top Words in Tweet in G10:
[36] #insurtech
[23] insurtech
[21] insurance
[11] #motorinsurance
[11] #usagebasedinsurance
[11] series
[10] led
[9] funding
[9] raises
[8] flockcover

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[686] #fintech,#insurtech
[625] #iiot,#iot
[559] #bigdata,#uk
[554] #insurtech,#fintech
[544] #uk,#crypto
[531] #iot,#finserv
[384] #healthcare,#iiot
[370] #crypto,#healthcare
[318] insurtech,startup
[259] wef,enricomolinari

Top Word Pairs in Tweet in G1:
[272] #fintech,#insurtech
[261] #insurtech,#fintech
[200] #iiot,#iot
[178] #bigdata,#uk
[171] #uk,#crypto
[164] #iot,#finserv
[129] #healthcare,#iiot
[126] #crypto,#healthcare
[87] #cybersecurity,#ai
[85] #insurtech,#insurance

Top Word Pairs in Tweet in G2:
[111] insurtech,valuations
[110] worried,insurtech
[53] insurtech,startup
[37] 17,5m
[36] startup,spot
[35] spot,brings
[35] brings,17
[35] 5m,equity
[35] equity,debt
[34] debt,fill

Top Word Pairs in Tweet in G3:
[182] wef,enricomolinari
[82] enricomolinari,#fintech
[75] #finserv,#insurtech
[72] #insurtech,#fintech
[66] #fintech,#finserv
[63] #esg,#finserv
[46] enricomolinari,#ehealth
[46] #ai,#iot
[44] #fintech,#insurtech
[43] tree,taxonomy

Top Word Pairs in Tweet in G4:
[400] #iiot,#iot
[365] #bigdata,#uk
[358] #uk,#crypto
[347] #iot,#finserv
[243] #healthcare,#iiot
[233] #crypto,#healthcare
[184] #finserv,#socialmedia
[116] #crypto,#blogs
[92] #blogs,#iiot
[87] #datascience,#ai

Top Word Pairs in Tweet in G5:
[95] #insurtech,#fintech
[59] great,map
[58] map,#nocode
[58] #nocode,low
[58] low,code
[58] code,startups
[58] startups,#insurtech
[42] fgraillot,great
[27] #fintech,#insurtech
[18] q2,2021

Top Word Pairs in Tweet in G6:
[121] #fintech,#insurtech
[40] #insurtech,#insurance
[24] worried,insurtech
[24] insurtech,valuations
[17] #machinelearning,#fintech
[17] #ai,#machinelearning
[16] perfecting,#mapping
[16] #mapping,#ai
[15] #insurtech,#vc
[15] spirosmargaris,perfecting

Top Word Pairs in Tweet in G7:
[104] #fintech,#insurtech
[63] #startup,#innovation
[58] #insurtech,#startup
[50] #innovation,#finserv
[29] #finserv,#banking
[29] #banking,#payment
[29] #payment,#lending
[29] #lending,#investment
[29] #investment,#digital
[18] #insurtech,#banking

Top Word Pairs in Tweet in G8:
[120] insurtech,startup
[112] startup,pineapple
[110] pineapple,secures
[110] secures,r80m
[110] r80m,funding
[107] breaking,south
[107] south,african
[107] african,insurtech
[106] founderssauce,breaking
[14] refiloe,matlapeng

Top Word Pairs in Tweet in G9:
[71] insurtech,startup
[67] startup,pineapple
[44] johannesburg,insurtech
[44] pineapple,secures
[44] secures,r80m
[44] r80m,funding
[35] ventureburn,johannesburg
[26] series,funding
[22] 4m,series
[19] sa,insurtech

Top Word Pairs in Tweet in G10:
[7] series,led
[5] #insurtech,#usagebasedinsurance
[4] half,2021
[4] #usagebasedinsurance,#paybymile
[4] full,year
[4] year,results
[4] results,line
[4] line,insurtech
[4] insurtech,performance
[4] performance,year

Top Replied-To
Top Replied-To in Entire Graph:
@albertogaruccio
@globaliqx
@gerald_bader
@insurtech_andy
@lbc
@johnredwood
@peterstefanovi2
@andyburnhamgm
@tellistictech
@phila_ce

Top Replied-To in G1:
@gerald_bader
@lifefrance
@nicochan33
@visiveai
@psb_dc
@fgraillot

Top Replied-To in G3:
@ai_mayflower
@globaliqx

Top Replied-To in G4:
@albertogaruccio
@globaliqx
@insuritas
@lonn_hill
@cayahere

Top Replied-To in G5:
@mcins_
@insuranceeleph1
@globaliqx
@particeep
@billyjura

Top Replied-To in G7:
@genasystech
@b2binfomedia
@lloydsoflondon
@globaliqx
@digi_sure
@albertogaruccio

Top Replied-To in G9:
@phila_ce
@drreddys
@indiainsurtech
@julian

Top Replied-To in G10:
@tellistictech
@flockcover
@chamath
@jvthing

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@chidambara09
@globaliqx
@stratorob
@spirosmargaris
@fgraillot
@wef
@andi_staub
@albertogaruccio
@xbond49

Top Mentioned in G1:
@stratorob
@globaliqx
@chidambara09
@spirosmargaris
@enricomolinari
@andi_staub
@fgraillot
@albertogaruccio
@mcins_
@nigelwalsh

Top Mentioned in G2:
@juchtervbergen
@ric9871ric
@domainfq
@rhotwire
@theactuaryjobs
@intellecaptweet
@estream_studios
@crowdfundnews

Top Mentioned in G3:
@enricomolinari
@wef
@globaliqx
@bis_org
@fgraillot
@gigadgets_
@stratorob
@xbond49
@cbinsights
@mashable

Top Mentioned in G4:
@chidambara09
@enricomolinari
@stratorob
@globaliqx
@jamesvgingerich
@albertogaruccio
@sviaccelerator
@spirosmargaris
@fgraillot
@ritikag69283079

Top Mentioned in G5:
@fgraillot
@eficiens
@insurtechf
@nelbro
@ingliguori
@fadouce
@oxbowpartners
@spirosmargaris
@globaliqx
@assurly_app

Top Mentioned in G6:
@spirosmargaris
@techcrunch
@alex
@fgraillot
@stratorob
@andi_staub
@sabinevdl
@jeroenbartelse
@amittwitr
@floriansemle

Top Mentioned in G7:
@albertogaruccio
@spirosmargaris
@fgraillot
@xbond49
@globaliqx
@ralexjimenez
@enricomolinari
@stratorob
@floriansemle
@neiraosci

Top Mentioned in G8:
@founderssauce
@refiloe_ma
@thatniggaephy
@morolongza
@ventureburn
@chidambara09
@disruptafrica
@lukelazarusau
@albertogaruccio
@bamitav

Top Mentioned in G9:
@ventureburn
@pineapple_sa
@disruptafrica
@lpolovets
@julian
@artivatic
@indiainsurtech
@naspers
@techloy
@stratorob

Top Mentioned in G10:
@friss_com
@flockcover
@accelkkr
@boughtbymany
@mundi_ventures
@insurancetimes_
@ftpartners
@dealroomco
@wtwhr
@sonr_global

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@paoloigna1
@robinsnewswire
@zyiteblog
@marciojmsilva
@eworkde
@cybersec_feeds
@chidambara09
@zyitegadgets

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@xaelbot
@sudeepkhatri
@cybersecurityn8
@lorimoreno
@iam360wise
@rvp
@hollowmanseries
@adunlea

Top Tweeters in G2:
@robinsnewswire
@marciojmsilva
@eworkde
@crweworld
@allthebestnews
@newsfilterio
@flashalert_me
@m_hayase256
@davidpapp
@exbulletinuk

Top Tweeters in G3:
@evankirstel
@npsusa
@artificialbra1n
@evanderburg
@jfsebastian146
@bot_innovation
@trippbraden
@osamuracing01
@marshacollier
@sustaintrends

Top Tweeters in G4:
@paoloigna1
@chidambara09
@codedailybot
@sonokhakan
@viralvideovlogs
@eraser
@dataaugmented
@discovertech3
@coder_487
@calcaware

Top Tweeters in G5:
@jeandoobs
@laveilletechno
@fintechbot
@mench90
@stayfreefr
@savagepunk
@anthonyrochand
@frenchweb
@xiscan1
@chrisdulux

Top Tweeters in G6:
@piyuanker12
@thehill
@reuters
@fleming77
@business
@hugofeijo
@ml_tweet_bot
@telegraph
@jennykim
@saeedbaygi

Top Tweeters in G7:
@cnbc
@typewriternews
@vanalich
@themrblueprint
@stanleyepstein
@hanslak
@eelectronicsa
@venturebeat
@curtisschin
@fortivus

Top Tweeters in G8:
@earlofgc
@videoandtape
@lordelvo
@arghmahn_
@thatniggaephy
@morolongza
@agentwaxx
@_puffmami
@simphiwe_chef
@_chuma_

Top Tweeters in G9:
@leratomannya
@misslesegos
@kinjeketile
@bantumarine
@illwayne
@kyle2usuccess
@khayamaloney
@lennyntwana
@saurabh
@tosinolaseinde

Top Tweeters in G10:
@mrtallerjerry
@robinwauters
@tech_eu
@jamesjwyork
@insurancetimes_
@uktnofficial
@bclouduk
@wtwhr
@actuarialpost
@eq_corp


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