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InsurTech_2022-12-02_05-22-16.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2022
Short Description:
InsurTech via NodeXL https://bit.ly/3Fl89Kp
@globaliqx
@stratorob
@dasfintechbot
@spirosmargaris
@insurtechforum
@chidambara09
@enricomolinari
@insurtrek
@godfrey_g_
@veillecyber3

Top hashtags:
#insurtech
#python
#iot
#pytorch
#javascript
#iiot
#ai
#reactjs
#fintech

Description:
Description
The graph represents a network of 2,601 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, 02 December 2022 at 13:39 UTC.

The requested start date was Friday, 02 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 8-day, 14-hour, 45-minute period from Wednesday, 23 November 2022 at 10:15 UTC to Friday, 02 December 2022 at 01:00 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 : 2601
Unique Edges : 3377
Edges With Duplicates : 14496
Total Edges : 17873
Number of Edge Types : 5
Mentions : 3240
Tweet : 1811
Retweet : 4972
MentionsInRetweet : 7698
Replies to : 152
Self-Loops : 2009
Reciprocated Vertex Pair Ratio : 0.0605892162312396
Reciprocated Edge Ratio : 0.114255765199161
Connected Components : 544
Single-Vertex Connected Components : 389
Maximum Vertices in a Connected Component : 1684
Maximum Edges in a Connected Component : 16423
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.616667
Graph Density : 0.000846420015970189
Modularity : 0.25537
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,601 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, 02 December 2022 at 13:39 UTC.

The requested start date was Friday, 02 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 8-day, 14-hour, 45-minute period from Wednesday, 23 November 2022 at 10:15 UTC to Friday, 02 December 2022 at 01:00 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:
[247] https://twinybots.ch/
[122] https://79f2fanvofsx8yfcfi952qey5a.hop.clickbank.net/
[50] https://www.forbes.com/sites/forbestechcouncil/2022/11/23/emotion-ai-why-its-the-future-of-digital-health/?sh=192710fc6516
[37] https://policyadvantage.com/
[34] https://techcrunch.com/2022/11/28/igloo-series-b-extension/
[32] https://veille-cyber.com/eu-hopes-to-build-aligned-guidelines-on-artificial-intelligence-with-us/
[30] https://www.forbes.com/sites/adigaskell/2022/11/24/does-working-with-ai-help-or-hinder-employees/?sh=698c08f46ba3
[27] https://financefeeds.com/the-future-of-the-metaverse-is-multichain-but-its-users-must-be-unchained/
[26] https://veille-cyber.com/how-startups-can-lower-their-chance-of-a-down-round-in-a-downturn/
[25] https://www.reuters.com/business/sustainable-business/finance-needs-shatter-class-ceiling-says-uk-report-2022-11-30/

Top URLs in Tweet in G1:
[50] https://twinybots.ch/
[34] https://www.forbes.com/sites/forbestechcouncil/2022/11/23/emotion-ai-why-its-the-future-of-digital-health/?sh=192710fc6516
[21] https://www.forbes.com/sites/adigaskell/2022/11/24/does-working-with-ai-help-or-hinder-employees/?sh=698c08f46ba3
[19] https://financefeeds.com/the-future-of-the-metaverse-is-multichain-but-its-users-must-be-unchained/
[16] https://www.sentinelone.com/blog/the-good-the-bad-and-the-ugly-in-cybersecurity-week-48-4/
[16] https://www.dig-in.com/opinion/low-code-no-code-benefits-insurance-digital-transformation?utm_content=buffer50b48&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[15] https://www.gtreview.com/supplements/gtr-insurance-2022/the-insurance-markets-quest-for-a-digital-value-proposition/
[15] https://www.entrepreneur.com/business-news/ai-could-predict-your-risk-of-heart-attack-with-one-x-ray/440148
[13] https://www.reuters.com/business/sustainable-business/finance-needs-shatter-class-ceiling-says-uk-report-2022-11-30/
[13] https://www.theregister.com/2022/11/29/wfh_report/

Top URLs in Tweet in G2:
[15] https://twinybots.ch/
[13] https://techcrunch.com/2022/11/28/igloo-series-b-extension/
[6] https://news.crunchbase.com/fintech-ecommerce/insurtech-startups-billing-technology/
[5] https://techcrunch.com/2022/11/28/igloo-series-b-extension/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.doxee.com/blog/dematerialization/insurtech-why-its-time-to-manage-insurance-contracts-digitally/
[4] https://inversiondinamica.es/noticias-bolsa/que-son-las-insurtech/
[4] https://www.mobihealthnews.com/news/asia/vietnamese-insurtech-startup-ideal-life-unveils-mobile-app?utm_source=dlvr.it&utm_medium=twitter
[3] https://sourzia.com/job/data-engineer-full-remote-insurtech/
[3] https://www.mobihealthnews.com/news/asia/vietnamese-insurtech-startup-ideal-life-unveils-mobile-app
[3] https://coverfox.com/

Top URLs in Tweet in G3:
[116] https://79f2fanvofsx8yfcfi952qey5a.hop.clickbank.net/
[35] https://policyadvantage.com/
[18] https://www.datasciencecentral.com/the-impact-of-ai-on-sports-betting-and-its-software/
[18] https://www.amazon.com/gp/product/1119133122/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1119133122&linkCode=as2&tag=kirkdborne-20&linkId=5b127a8dc05fa99ee28f4fc1496a3e50
[17] https://veille-cyber.com/eu-hopes-to-build-aligned-guidelines-on-artificial-intelligence-with-us/
[17] https://sedo.com/search/details/?partnerid=324561&language=us&domain=block-chain.id&origin=sales_lander_9&utm_medium=Parking&utm_campaign=offerpage
[16] https://veille-cyber.com/new-ai-material-learns-behaviors-and-adapts-to-changing-conditions/
[15] https://finance.yahoo.com/news/insurtech-market-uk-france-fastest-103500488.html
[14] https://veille-cyber.com/how-startups-can-lower-their-chance-of-a-down-round-in-a-downturn/
[13] https://www.datasciencecentral.com/video/dsc-webinar-series-ai-in-action-real-time-anomaly-detection

Top URLs in Tweet in G4:
[157] https://twinybots.ch/
[13] https://techcrunch.com/2022/11/28/igloo-series-b-extension/?utm_source=dlvr.it&utm_medium=twitter
[12] https://www.mondaq.com/uk/Insurance/1255336/Supporting-Innovation-In-Insurtech
[11] https://medium.com/@dreamferus/how-ai-can-be-hacked-with-prompt-injection-9a394a94516?source=rss------artificial_intelligence-5
[9] https://insurtechnews.com/aggregator/insurtech-surround-bags-25m-to-change-the-insurance-experience
[8] https://t.ly/m_Jb
[8] https://www.paymentsdive.com/news/winners-losers-black-friday-bnpl-payments/637378/?:%202022-11-28%20Payments%20Dive%20%5Bissue:46269%5D
[8] https://www.mobihealthnews.com/news/asia/vietnamese-insurtech-startup-ideal-life-unveils-mobile-app
[8] https://www.mobihealthnews.com/news/asia/vietnamese-insurtech-startup-ideal-life-unveils-mobile-app?utm_source=dlvr.it&utm_medium=twitter
[8] https://medium.com/new-big-endings/the-ultimate-weapon-80d2470d6f4e?source=rss------artificial_intelligence-5

Top URLs in Tweet in G5:
[13] https://veille-cyber.com/eu-hopes-to-build-aligned-guidelines-on-artificial-intelligence-with-us/
[10] https://veille-cyber.com/apple-says-your-iphones-usage-data-is-anonymous/
[10] https://veille-cyber.com/quest-ce-que-hive-le-nouveau-reseau-social/
[10] https://veille-cyber.com/emotion-ai-why-its-the-future-of-digital-health/
[9] https://veille-cyber.com/lanssi-cherche-des-leviers-pour-attirer-vers-la-cybersecurite/
[9] https://veille-cyber.com/how-startups-can-lower-their-chance-of-a-down-round-in-a-downturn/
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284673
[8] https://veille-cyber.com/flocks-of-assembler-robots-show-potential-for-making-larger-structures/
[8] https://veille-cyber.com/new-ai-material-learns-behaviors-and-adapts-to-changing-conditions/
[8] https://veille-cyber.com/10-strategic-cybersecurity-predictions-for-2023/

Top URLs in Tweet in G6:
[6] https://bit.ly/3DeZyXj
[5] https://bit.ly/3OD9eQH
[3] https://fintechcircle.com/fintech-for-good/
[2] https://www.insurancetimes.co.uk/news/ticker-launches-on-demand-pay-per-mile-product-to-tackle-cost-of-living-crisis/1443122.article
[2] https://www.insurancetimes.co.uk/news/superscript-advisory-arm-authorised-as-lloyds-broker-in-europe/1443112.article
[2] https://kyp.io/
[2] https://www.fintechconnect.com/events-london/itn-productions-circle-premier
[2] https://bit.ly/3Dds8IA
[2] https://bit.ly/3Ng3USQ
[2] https://youtalk-insurance.com/broker-news/superscript-authorised-as-lloyd%E2%80%99s-broker-in-europe

Top URLs in Tweet in G7:
[4] https://elreferente.es/scouting/el-escenario-post-covid-favorece-el-interes-de-las-aseguradoras-por-el-mundo-insurtech/
[2] https://future.inese.es/micappital-entra-en-el-sector-insurtech-con-micappital-seguros/
[2] https://www.asociacionfintech.es/sin-categorizar/finreg-nuevo-socio-juridico-de-la-asociacion-espanola-de-fintech-e-insurtech-aefi/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/i/web/status/1598277578040696834
[1] https://twitter.com/i/web/status/1598278073748803584
[1] https://twitter.com/i/web/status/1598278625756938241
[1] https://twitter.com/i/web/status/1598406586006851584
[1] https://twitter.com/i/web/status/1597519484473966593
[1] https://www.asociacionfintech.es/sin-categorizar/finreg-nuevo-socio-juridico-de-la-asociacion-espanola-de-fintech-e-insurtech-aefi/
[1] https://www.fundssociety.com/es/noticias/negocio/la-fintech-micappital-entra-en-el-sector-insurtech-con-micappital-seguros/?utm_campaign=Newsletter%20Spain&utm_content=229927452&utm_medium=social&utm_source=twitter&hss_channel=tw-858053113

Top URLs in Tweet in G8:
[16] https://www.expeflow.com/
[7] http://www.expeflow.com/
[6] https://expeflow.com/
[5] https://blog.hyland.com/insurance/3-insurance-experts-share-5-pieces-of-digital-transformation-advice/
[5] https://www.canadianunderwriter.ca/insurance/claims-talent-spread-thin-no-worries-digitize-your-claims-triage-1004171506/
[4] https://blog.hyland.com/insurance/cloud-computing-insurance/
[3] https://www.linkedin.com/pulse/work-easier-james-gingerich/
[3] https://www.canadianunderwriter.ca/digital-archive/january-2020/
[3] https://expeflow.com/request-demo.html
[3] https://expeflow.com/get-in-touch.html

Top URLs in Tweet in G9:
[6] https://fintechnews.my/33467/insurtech-malaysia/5-interesting-new-details-in-bnms-new-digital-insurance-takaful-draft-framework/
[4] https://fintechnews.ae/14353/fintechdubai/cfs-difc-gets-dfsa-license-to-offer-insurance-advisory-services/
[4] https://fintechnews.sg/67305/insurtech/igloo-extends-series-b-to-us46-million-eyes-ma-opportunities/
[3] https://fintechnews.ch/insurtech/wefox-appoints-zalandos-laura-eschricht-as-chief-marketing-officer/56899/
[3] https://fintechnews.ph/57112/insurtech/filipinos-embrace-insurtech-at-home-and-abroad/
[2] https://fintechnews.my/33492/insurtech-malaysia/policystreet-digitises-insurance-processes-for-foodpandas-delivery-partners/
[2] https://fintechnews.hk/19824/insurtech/china-to-dominate-the-insurtech-industry-new-report-shows-huge-potential-for-growth/
[2] https://fintechnews.my/33534/funding/fwd-launches-rm45-million-fund-to-invest-in-insurtech-and-islamic-fintech/
[1] https://twitter.com/i/web/status/1597484683893346304
[1] https://twitter.com/i/web/status/1597484746464002049

Top URLs in Tweet in G10:
[3] https://twinybots.ch/
[2] https://www.eventbrite.com/e/insurtech-trends-tickets-376569498507?aff=tw
[2] https://techcrunch.com/2022/11/28/igloo-series-b-extension/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.insurancebusinessmag.com/ca/news/columns/editorial-dont-be-an-insurtech-427640.aspx#.Y3UfUb__Zjc.linkedin
[2] http://dlvr.it/SdVBWJ
[1] https://www.linkedin.com/posts/activity-7004102869138169856-XfZ7
[1] https://www.ahoy.insure
[1] https://www.bigmarker.com/insurtech-hartford1/2022-InsurTech-Hartford-Innovation-Challenge-Finals-and-Awards-Event-Replays
[1] https://www.eventbrite.com/e/insurtech-hartford-symposium-2023-tickets-383035658967?aff=li
[1] https://twitter.com/i/web/status/1597968924175466502

Top Domains
Top Domains in Tweet in Entire Graph:
[954] twitter.com
[720] veille-cyber.com
[247] twinybots.ch
[185] forbes.com
[122] clickbank.net
[115] medium.com
[112] linkedin.com
[89] techcrunch.com
[87] co.uk
[85] dig-in.com

Top Domains in Tweet in G1:
[113] twitter.com
[98] forbes.com
[81] linkedin.com
[50] twinybots.ch
[46] globaliqx.com
[40] dig-in.com
[34] techcrunch.com
[33] veille-cyber.com
[27] finextra.com
[26] paymentsdive.com

Top Domains in Tweet in G2:
[115] twitter.com
[36] catsone.com
[19] techcrunch.com
[15] twinybots.ch
[10] mobihealthnews.com
[9] com.br
[9] linkedin.com
[7] crunchbase.com
[6] google.com
[6] sourzia.com

Top Domains in Tweet in G3:
[331] veille-cyber.com
[289] twitter.com
[116] clickbank.net
[63] youtube.com
[50] forbes.com
[38] policyadvantage.com
[31] mckinsey.com
[31] datasciencecentral.com
[24] paymentsdive.com
[21] deloitte.com

Top Domains in Tweet in G4:
[243] twitter.com
[157] twinybots.ch
[91] medium.com
[47] insurtechnews.com
[31] forbes.com
[27] dig-in.com
[24] cnbc.com
[24] fintech.global
[23] mobihealthnews.com
[20] techcrunch.com

Top Domains in Tweet in G5:
[336] veille-cyber.com
[42] twitter.com
[18] nodexlgraphgallery.org
[11] co.uk
[6] itwire.com
[6] msn.com
[6] fintechconferences.com
[6] clickbank.net
[4] agiliux.com
[2] paymentsdive.com

Top Domains in Tweet in G6:
[23] bit.ly
[12] twitter.com
[7] co.uk
[3] fintechcircle.com
[3] youtalk-insurance.com
[2] linkedin.com
[2] kyp.io
[2] fintechconnect.com
[2] intelligentinsurer.com
[1] bankautomationnews.com

Top Domains in Tweet in G7:
[6] twitter.com
[4] elreferente.es
[3] asociacionfintech.es
[2] inese.es
[2] producthackers.com
[1] fundssociety.com
[1] elcandelerotecnologico.com
[1] eventbrite.es
[1] emprenemjunts.es

Top Domains in Tweet in G8:
[35] expeflow.com
[24] twitter.com
[12] hyland.com
[8] canadianunderwriter.ca
[4] dig-in.com
[4] insurancebusinessmag.com
[3] linkedin.com
[3] mckinsey.com
[3] postbeyond.com
[2] forbes.com

Top Domains in Tweet in G9:
[10] fintechnews.my
[7] paper.li
[4] fintechnews.ae
[4] fintechnews.ch
[4] fintechnews.sg
[3] twitter.com
[3] fintechnews.ph
[2] fintechnews.hk
[2] fintechnews.org
[1] techinasia.com

Top Domains in Tweet in G10:
[8] paper.li
[3] eventbrite.com
[3] twinybots.ch
[2] linkedin.com
[2] techcrunch.com
[2] insurancebusinessmag.com
[2] mobihealthnews.com
[2] dlvr.it
[1] ahoy.insure
[1] bigmarker.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2932] insurtech
[2227] python
[2220] iot
[1945] pytorch
[1940] javascript
[1802] iiot
[1777] ai
[1769] reactjs
[1706] fintech
[1484] wordpress



Top Hashtags in Tweet in G1:
[856] insurtech
[593] fintech
[431] insurance
[272] ai
[123] finserv
[119] marketing
[105] iot
[85] cybersecurity
[72] innovation
[68] machinelearning

Top Hashtags in Tweet in G2:
[147] insurtech
[59] insurance
[29] fintech
[16] technology
[11] ai
[9] seguros
[8] innovation
[8] proptech
[7] blockchain
[7] datascience

Top Hashtags in Tweet in G3:
[2071] iot
[2032] python
[1924] pytorch
[1893] javascript
[1774] iiot
[1745] reactjs
[1468] wordpress
[1252] security
[1186] ai
[1118] defi

Top Hashtags in Tweet in G4:
[595] insurtech
[204] digitalhealth
[198] web3
[198] finserv
[196] cx
[196] ehealth
[195] healthtech
[194] datascientist
[194] csuite
[176] smartcity

Top Hashtags in Tweet in G5:
[268] cryptocurrencies
[258] ai
[212] machinelearning
[161] python
[130] cybersecurity
[125] metaverse
[123] fintech
[123] insurtech
[122] deeplearning
[117] web3

Top Hashtags in Tweet in G6:
[36] fintechforgood
[22] fintech
[22] fintechconnect
[18] ftc22
[18] bulkfintech
[18] fintechbarometer
[17] ftc2022
[16] insurtech
[9] insurance
[6] rtgsglobal

Top Hashtags in Tweet in G7:
[18] insurtech
[5] sectoasegurador
[5] fintech
[4] startups
[3] growth
[3] compartir
[3] aprender
[3] conectar
[3] ichmeetups
[2] segurosdevida

Top Hashtags in Tweet in G8:
[119] insurtech
[87] insurance
[56] futureofclaims
[50] claims
[32] fintech
[28] rpa
[22] technology
[21] automation
[16] digitaltransformation
[14] workflow

Top Hashtags in Tweet in G9:
[20] insurtech
[18] fintech
[16] insurance
[4] dubai
[2] china
[2] igloo
[2] germany
[2] islamic
[2] philippines
[2] digital

Top Hashtags in Tweet in G10:
[14] insurtech
[10] insurance
[4] insurtechhartford
[3] startup
[1] entrepreneruship
[1] ihs2023
[1] insurtechstartup
[1] careeropts

Top Words
Top Words in Tweet in Entire Graph:
[2920] #insurtech
[2258] #python
[2251] #iot
[1976] #pytorch
[1965] #javascript
[1833] #iiot
[1793] #reactjs
[1777] #ai
[1716] #fintech
[1508] #wordpress

Top Words in Tweet in G1:
[854] #insurtech
[593] #fintech
[431] #insurance
[304] globaliqx
[272] #ai
[250] spirosmargaris
[215] insurtech
[208] enricomolinari
[202] insurance
[166] stratorob

Top Words in Tweet in G2:
[318] insurtech
[147] #insurtech
[110] insurance
[83] igloo
[80] series
[71] southeast
[62] asia
[59] #insurance
[55] more
[52] 46m

Top Words in Tweet in G3:
[2102] #iot
[2063] #python
[1955] #pytorch
[1918] #javascript
[1805] #iiot
[1769] #reactjs
[1492] #wordpress
[1264] #security
[1186] #ai
[1121] #defi

Top Words in Tweet in G4:
[578] #insurtech
[204] #digitalhealth
[201] insurtech
[198] #finserv
[198] #web3
[196] #ehealth
[196] #cx
[195] #healthtech
[194] #csuite
[194] #datascientist

Top Words in Tweet in G5:
[268] #cryptocurrencies
[258] #ai
[212] #machinelearning
[201] veillecyber3
[161] #python
[130] #cybersecurity
[125] #metaverse
[123] #fintech
[123] #insurtech
[122] #deeplearning

Top Words in Tweet in G6:
[70] fintech
[63] fintechcircle
[51] whitepaper
[44] data
[44] live
[32] bulk_infra
[32] fintech_connect
[32] usage
[32] #fintechforgood
[31] survey

Top Words in Tweet in G7:
[18] #insurtech
[13] santalucia_imp
[9] mapa
[9] lanza
[8] asocfintechins
[8] 310
[8] tercer
[7] española
[6] fintech
[6] insurtech

Top Words in Tweet in G8:
[119] #insurtech
[87] #insurance
[56] #futureofclaims
[50] #claims
[39] expeflow
[33] insurance
[32] #fintech
[28] #rpa
[25] jamesvgingerich
[23] claims

Top Words in Tweet in G9:
[20] #insurtech
[19] insurance
[18] #fintech
[16] #insurance
[12] takaful
[12] digital
[12] framework
[10] insurtech
[8] difc
[7] latest

Top Words in Tweet in G10:
[19] insurtech
[14] #insurtech
[10] #insurance
[8] thanks
[6] latest
[6] daily
[4] today
[4] #insurtechhartford
[4] see
[3] trends

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1829] #iot,#iiot
[1767] #javascript,#reactjs
[1661] #python,#iot
[1560] #iiot,#pytorch
[1383] #reactjs,#wordpress
[1195] #wordpress,#security
[1047] #security,#defi
[823] #fintech,#insurtech
[573] #ad,#javascript
[570] #pytorch,#ad

Top Word Pairs in Tweet in G1:
[228] #fintech,#insurtech
[147] #insurance,#insurtech
[111] #insurtech,#insurance
[65] #fintech,#insurance
[50] #finserv,#marketing
[47] #insurtech,#fintech
[42] #insurtech,#vc
[42] globaliqx,#insurtech
[41] #insurance,#technology
[39] #fintech,#finserv

Top Word Pairs in Tweet in G2:
[56] southeast,asia
[53] insurtech,igloo
[50] igloo,increases
[49] asia,insurtech
[49] series,46m
[49] increases,series
[36] saas,insurtech
[36] insurtech,hcm
[36] sales,saas
[36] virtual,sales

Top Word Pairs in Tweet in G3:
[1804] #iot,#iiot
[1749] #javascript,#reactjs
[1643] #python,#iot
[1542] #iiot,#pytorch
[1367] #reactjs,#wordpress
[1181] #wordpress,#security
[1036] #security,#defi
[565] #ad,#javascript
[562] #pytorch,#ad
[505] #pytorch,#javascript

Top Word Pairs in Tweet in G4:
[194] #datascientist,#csuite
[193] #csuite,#digitalhealth
[193] #cx,#ehealth
[193] #digitalhealth,#web3
[193] #web3,#cx
[190] #ehealth,#finserv
[176] #healthtech,#smartcity
[175] #smartcity,#datascientist
[107] #insurtech,#datascience
[104] #datascience,#ml

Top Word Pairs in Tweet in G5:
[204] #cryptocurrencies,#machinelearning
[173] #machinelearning,#ai
[148] #ai,#python
[117] #python,#deeplearning
[108] #100daysofcode,#fintech
[107] #cybersecurite,#metaverse
[107] #bitcoin,#cybersecurity
[107] #cybersecurity,#cybersecurite
[107] #fintech,#nocode
[107] #nocode,#bitcoin

Top Word Pairs in Tweet in G6:
[32] data,usage
[31] fintech,survey
[30] bulk_infra,data
[30] usage,barometer
[30] whitepaper,bulk_infra
[29] survey,whitepaper
[26] fintech,good
[18] #bulkfintech,#fintechbarometer
[18] download,full
[18] full,whitepaper

Top Word Pairs in Tweet in G7:
[9] mapa,#insurtech
[8] santalucia_imp,lanza
[8] tercer,mapa
[8] lanza,tercer
[5] española,fintech
[5] #insurtech,#sectoasegurador
[5] asociación,española
[5] 310,iniciativas
[5] fintech,insurtech
[5] iniciativas,algo

Top Word Pairs in Tweet in G8:
[19] #futureofclaims,#insurtech
[18] #insurance,industry
[18] #insurtech,#fintech
[16] #insurance,#technology
[15] #insurtech,#rpa
[15] canadian,underwriter
[13] #claims,quickly
[12] employees,increase
[12] #insurance,#insurtech
[12] engage,employees

Top Word Pairs in Tweet in G9:
[7] #fintech,#insurtech
[7] insurer,takaful
[7] takaful,framework
[7] issued,digital
[7] bnm_official,issued
[7] issue,licenses
[7] digital,insurer
[7] latest,contini
[7] looking,issue
[7] licenses,2025

Top Word Pairs in Tweet in G10:
[8] #insurtech,#insurance
[6] latest,insurtech
[6] daily,thanks
[4] insurtech,daily
[3] #startup,#insurtech
[3] series,46m
[3] insurtech,hartford
[3] insurtech,igloo
[2] oferecem,mil
[2] asia,insurtech

Top Replied-To
Top Replied-To in Entire Graph:
@kiiara
@itsoknottobegay
@wefoxhq
@nsitharaman
@yashjain88
@menstraulm
@kenunderthebus
@kyon_insurtech
@nigelwalsh

Top Replied-To in G1:
@fgraillot
@kenunderthebus
@nigelwalsh
@broker_brett
@alexandrerizos
@spirosmargaris
@stratorob
@nick_lamparelli
@nyriskadvisor
@sabinevdl

Top Replied-To in G3:
@kiiara
@itsoknottobegay
@menstraulm
@raviilakra
@culer014
@mamasmatter2
@yashjain88
@nsitharaman

Top Replied-To in G4:
@wefoxhq
@albertogaruccio
@ces
@transunion
@unqork
@zurichna
@allstate
@innoveoskye
@surroundinsure
@axaitalia

Top Replied-To in G6:
@aon_plc

Top Replied-To in G7:
@santalucia_imp
@javierbitcoin
@micappital

Top Replied-To in G9:
@bnm_official
@foodpanda_my

Top Mentioned
Top Mentioned in Entire Graph:
@kiiara
@veillecyber3
@mobile_morgue
@infinitekiiara
@spirosmargaris
@globaliqx
@stratorob
@tysonlester
@enricomolinari
@kiiara_iot

Top Mentioned in G1:
@spirosmargaris
@globaliqx
@stratorob
@enricomolinari
@albertogaruccio
@fgraillot
@sabinevdl
@teamiqx
@mcins_
@veillecyber3

Top Mentioned in G2:
@gordon_sonofol
@judsontelemed
@bellanaija
@fivesigmaclaims
@bibeseguro
@sapiensins
@fintechpad

Top Mentioned in G3:
@kiiara
@mobile_morgue
@infinitekiiara
@veillecyber3
@tysonlester
@mls_agent_1
@kiiara_iot
@adamm55563945
@stratorob
@menstraulm

Top Mentioned in G4:
@mikequindazzi
@worldtrendsinfo
@eficiens
@sviaccelerator
@antgrasso
@motorcycletwitt
@spirosmargaris
@chidambara09
@veillecyber3
@stratorob

Top Mentioned in G5:
@veillecyber3
@eli_krumova
@chidambara09
@stratorob
@serverlessfan
@docassar
@fikafuntimes
@pinakilaskar
@godfrey_g_
@hessiejones

Top Mentioned in G6:
@fintechcircle
@fintech_connect
@bulk_infra
@itnbusiness
@vitessepsp
@policyexpert
@quant_network
@reltime_rtc
@susannechishti
@duncangolestani

Top Mentioned in G7:
@santalucia_imp
@asocfintechins
@finreg360
@elreferente
@oskarpaz
@vitaance
@inese_seguros
@micappital
@febfvalencia
@bit2me

Top Mentioned in G8:
@expeflow
@jamesvgingerich
@hyland
@tcs_digital
@iti_insurtech
@aflac
@nfp
@fintechmagazine
@onalytica
@tweetbinder

Top Mentioned in G9:
@fintechnewsmy
@vincent_fongkw
@bnm_official
@difc
@fintechsin
@statistacharts
@bworldph
@fintechnewsuae
@foodpanda_my

Top Mentioned in G10:
@theinspodcast
@wheretheresaw11
@_diginsurance
@grahamhaigh
@autorentalnews
@convergencia
@uconnbusiness
@barneyschool
@tajuktekno
@forbesbizcncl

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@alerttrade
@chidambara09
@paoloigna1
@shopeeid
@codedailybot
@crweworld
@cybersecurityn8
@bitcoinagile
@javascriptd

Top Tweeters in G1:
@bitcoinagile
@evankirstel
@sudeepkhatri
@john_siracusa
@rvp
@businessinsider
@brave0nft
@ssxman2
@fintechna
@gezgintrk

Top Tweeters in G2:
@alerttrade
@crweworld
@flashalert_me
@newsfilterio
@mobilepunch
@pavelnosok
@newsfrombw
@investingstockz
@worldnews_guru
@stock_titan

Top Tweeters in G3:
@sectest9
@codedailybot
@cybersecurityn8
@javascriptd
@o_fabriciosouza
@digestwordpress
@godfrey_g_
@serverlessfan
@datsyuklover
@calcaware

Top Tweeters in G4:
@chidambara09
@ml_tweet_bot
@laveilletechno
@financialxpress
@stanleyepstein
@fmfrancoise
@grjenkin
@_timos_
@anthonyrochand
@pmprouk

Top Tweeters in G5:
@education_24x7
@icp3_zero
@fullnam35087976
@2bftawfik
@rosiaxbot
@gosquad22
@junjudapi
@michaelbathurst
@k_cybersecwrld
@blackpeopledata

Top Tweeters in G6:
@newstatesman
@chucksedwin1
@socialsmktg
@homezada
@wellsfargo
@insurancetimes_
@intelligentins
@fintechcircle
@youtalkinsnews
@peterlavers

Top Tweeters in G7:
@emprenemjunts
@elreferente
@inese_seguros
@avillamudria
@badrinasluis
@oskarpaz
@fundssociety
@upv
@fderbaix
@valenciactiva_

Top Tweeters in G8:
@periscopeislit
@jamesvgingerich
@nick_barnes
@parvez1
@ayanmushir
@capgemini
@rpatoolsc
@done00710063
@samuel12235343
@onalytica

Top Tweeters in G9:
@continimarco
@fintechbot
@bworldph
@wslightly
@nh2___
@illeyh
@gtp_traffstats
@surayaror
@pol
@shams_sputnik

Top Tweeters in G10:
@qz
@jobinindia
@tajuktekno
@convergencia
@hfeeds
@wheretheresaw11
@erikwp
@insurtechhfd
@forbesbizcncl
@autorentalnews


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