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InsurTech_2023-01-13_05-22-16.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2023
Short Description:
InsurTech via NodeXL https://bit.ly/3Zxuj48
@chidambara09
@stratorob
@enricomolinari
@globaliqx
@spirosmargaris
@insurtechforum
@insurtrek
@dasfintechbot
@gosuperscript
@albertogaruccio

Top hashtags:
#insurtech
#finserv
#digitalhealth
#web3
#healthtech
#ehealth

Description:
Description
The graph represents a network of 1,936 Twitter users whose recent tweets contained "InsurTech", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 13:27 UTC.

The tweets in the network were tweeted over the 1616-day, 9-hour, 14-minute period from Friday, 10 August 2018 at 15:45 UTC to Friday, 13 January 2023 at 00:59 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 1936
Unique Edges : 2111
Edges With Duplicates : 10175
Total Edges : 12286
Number of Edge Types : 9
Retweet : 2928
MentionsInRetweet : 4212
Tweet : 1170
Mentions : 3425
Replies to : 114
MentionsInReplyTo : 280
Quote : 34
MentionsInQuote : 117
MentionsInQuoteReply : 6
Self-Loops : 2735
Reciprocated Vertex Pair Ratio : 0.0582202111613876
Reciprocated Edge Ratio : 0.110034207525656
Connected Components : 299
Single-Vertex Connected Components : 224
Maximum Vertices in a Connected Component : 1411
Maximum Edges in a Connected Component : 11525
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.455748
Graph Density : 0.000936425566446708
Modularity : 0.221991
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,936 Twitter users whose recent tweets contained "InsurTech", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 13:27 UTC.

The tweets in the network were tweeted over the 1616-day, 9-hour, 14-minute period from Friday, 10 August 2018 at 15:45 UTC to Friday, 13 January 2023 at 00:59 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[350] https://twinybots.ch/
[61] https://fintechconferences.com/
[36] https://www.ft.com/content/d2dffd24-8a14-4832-8ea0-1937268849f4
[36] https://twitter.com/octamile/status/1612391856934895616/photo/1
[33] https://entrackr.com/2023/01/exclusive-clinikk-begins-series-a-round-from-existing-backer/
[27] https://www.dig-in.com/opinion/whats-ahead-for-risk-managers-talent-budget
[26] https://techcrunch.com/2023/01/09/daily-crunch-in-an-all-cash-transaction-private-equity-firm-buys-insurtech-startup-duck-creek-for-2-6b/
[26] https://veille-cyber.com/jeu-concours/
[23] https://www.newscientist.com/article/2353759-how-ai-is-shifting-the-limits-of-knowledge-imposed-by-complexity/
[23] https://www.insuranceinsider.com/article/2b42k3m922umja66lmku8/insurtech-section/2023-to-mark-inflection-point-for-400-500-insurtech-mgas

Top URLs in Tweet in G1:
[62] https://twinybots.ch/
[9] https://www2.deloitte.com/uk/en/insights/focus/tech-trends/2023/artificial-intelligence-humans.html
[8] https://www.entrepreneur.com/leadership/3-strategies-for-coping-with-overwork-pressure/440569
[8] https://www.econlib.org/technology-and-arbitration-the-new-trends-of-law/
[8] https://youtu.be/OzkkQPJ-hKo
[7] https://techonologiest.com/how-to-get-free-web-development/
[6] https://www.moneysense.ca/spend/shopping/new-driver-insurance/
[6] https://financialit.net/blog/analytics/what-do-financial-leaders-need-their-uc-analytics-tools
[5] https://blog.osservatori.net/it_it/startup-fintech-italia-europa?utm_source=twitter&utm_medium=social&utm_campaign=2301_blog_fintech
[5] https://techstory.in/instagram-to-remove-the-shopping-tab-from-the-main-feed/

Top URLs in Tweet in G2:
[57] https://fintechconferences.com/
[20] https://veille-cyber.com/jeu-concours/
[12] https://veille-cyber.com/the-barcelona-cybersecurity-congress-charts-the-path-to-a-more-cybersecure-society/
[12] https://veille-cyber.com/artist-says-they-were-banned-because-their-art-looked-like-ai/
[11] https://veille-cyber.com/ai-and-the-future-of-work-5-experts-chatgpt/
[9] https://www.ir.com/blog/payments/top-6-payments-trends-shaping-2023
[9] https://veille-cyber.com/chatgpt-mauvaise-nouvelle-les-cybercriminels-ont-aussi-commence-a-lutiliser/
[8] https://thepaypers.com/cryptocurrencies/ukraine-pharmacies-embracing-crypto-payments--1259679?utm_source=newsletter&utm_medium=email&utm_campaign=Weekly+2023-01-09+Weekly-Newsletter-Payments
[8] https://veille-cyber.com/securite-informatique-un-oeil-dans-le-retro-2022-le-pied-sur-laccelerateur-en-2023/
[8] https://veille-cyber.com/les-avantages-dune-authentification-optimisee/

Top URLs in Tweet in G3:
[9] https://twinybots.ch/
[9] https://techcrunch.com/2023/01/09/daily-crunch-in-an-all-cash-transaction-private-equity-firm-buys-insurtech-startup-duck-creek-for-2-6b/
[8] https://techcrunch.com/2023/01/09/daily-crunch-in-an-all-cash-transaction-private-equity-firm-buys-insurtech-startup-duck-creek-for-2-6b/?utm_source=dlvr.it&utm_medium=twitter
[4] https://trendzmaster.com/in-an-all-cash-transaction-private-equity-firm-buys-insurtech-startup-duck-creek-for-2-6b-techcrunch/
[3] https://tekiosmag.com/2023/01/09/peruano-krealo-realiza-su-sexta-inversion-en-la-region-esta-vez-en-la-insurtech-colombiana-monokera/
[3] https://twitter.com/Wqianlovebtc/status/1612981650186698752/photo/1
[2] https://www.mckinsey.com/industries/financial-services/our-insights/insurance-blog/opportunities-for-insurers-in-a-rapidly-shifting-insurtech-market
[2] https://tribune-assurance.optionfinance.fr/depeches/d/2023-01-11-insurtech-le-groupe-magnolia-depasse-les-30-de-croissance-en-2022.html?newsletterId=41584
[2] https://hi.health/
[2] https://sootinclaimon.com/2023/01/10/thai-insurtech-firm-plans-ipo-to-expand-business-into-asean-countries/

Top URLs in Tweet in G4:
[269] https://twinybots.ch/
[25] https://www.ft.com/content/d2dffd24-8a14-4832-8ea0-1937268849f4
[21] https://www.dig-in.com/opinion/whats-ahead-for-risk-managers-talent-budget
[20] https://www.dig-in.com/opinion/what-p-c-ai-lessons-can-be-applied-to-medical-stop-loss
[20] https://www.dig-in.com/news/meet-the-insurtech-handdii
[17] https://www.newscientist.com/article/2353759-how-ai-is-shifting-the-limits-of-knowledge-imposed-by-complexity/
[17] https://www.insuranceinsider.com/article/2b42k3m922umja66lmku8/insurtech-section/2023-to-mark-inflection-point-for-400-500-insurtech-mgas
[16] https://www.dig-in.com/articles/reinsurers-retreat-us-disaster-hotspots-on-climate-risks
[16] https://www.dig-in.com/articles/insured-losses-hit-120-billion-as-extreme-weather-spreads
[16] https://medium.com/on-other-worlds/the-afterlife-house-for-etheric-entities-66d5f63a3959?source=rss------artificial_intelligence-5

Top URLs in Tweet in G5:
[12] http://dan.com/buy-domain/smarthealth360.com?redirected=true
[9] https://thefinancialbrand.com/news/admin/spotlight/banking-fintech-collaboration-innovation-digital-transformation-trends-157828/?utm_content=buffer4098c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.pcmag.com/news/the-best-health-and-fitness-tech-of-ces-2023
[8] https://digitalhealth.modernhealthcare.com/digital-health/4-takeaways-ces-digital-health-leaders-seek-funding-enterprise-customers
[7] https://www.healthleadersmedia.com/innovation/digital-health-takes-center-stage-ces-2023
[7] https://www.dezeen.com/2023/01/11/nowatch-screen-less-smartwatch-health-tracker/
[7] http://www.weatherguidance.com/Hail_Reports.html
[7] https://sedo.com/search/details/?partnerid=324561&language=us&domain=block-chain.id&origin=sales_lander_9&utm_medium=Parking&utm_campaign=offerpage
[6] https://www.majesco.com/blog/looking-forward-to-2023-top-trends-shaping-insurance/?utm_content=bufferfc74c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://enterprisersproject.com/article/2023/1/it-leadership-top-5-challenges-expect-2023?utm_content=buffer494b0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[6] https://twitter.com/stratorob/status/1612759722830233602/photo/1
[5] https://www.express.co.uk/news/science/1718400/ai-robot-ai-life-xoxe-technology-consumer-electronics-show
[4] https://paper.li/stratorob/1494514886?edition_id=8db16020-90ac-11ed-a075-fa163e1a70d7
[4] https://www.cuinsight.com/banks-seek-digital-transformation-via-fintech-collaborations/
[3] https://www.dig-in.com/opinion/small-commercial-insurance-distribution-tech-investments
[2] https://fintechnews.ch/insurtech/dach-insurtech-industry-has-grown-45-over-the-past-year/56414/
[2] https://paper.li/stratorob/1494514886?edition_id=f9ad8610-9047-11ed-a075-fa163e1a70d7
[2] https://techbullion.com/how-fintech-is-disrupting-the-small-business-lending-market/
[2] https://www.forbes.com/sites/ronshevlin/2023/01/09/5-predictions-for-banking-and-fintech-in-2023/?sh=7a10a92173a6
[2] https://timesofindia.indiatimes.com/blogs/voices/fintech-and-future-of-money/

Top URLs in Tweet in G7:
[32] https://twitter.com/octamile/status/1612391856934895616/photo/1
[6] https://www.axios.com/pro/fintech-deals/2023/01/10/wunderite-raises-7-2m
[3] https://medium.com/startuprad-io/meet-inzmo-one-of-europes-fastest-growing-insurtech-startups-672832e1c811?source=rss----b15b5d9152bb---4&ref=quuu
[3] https://linktr.ee/startupradio
[3] https://twitter.com/Coverfox/status/1613425542933389312/photo/1
[2] https://insurtechnews.com/aggregator/insurtech-ceo-monthly-update?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.fintechfutures.com/2023/01/sme-insurtech-superscript-lands-45m-series-b/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.coverfox.com/
[2] https://www.ft.com/content/d2dffd24-8a14-4832-8ea0-1937268849f4
[2] https://mb.com.ph/2023/01/11/solving-agricultural-challenges-through-blockchain-based-insurtech/

Top URLs in Tweet in G8:
[6] https://veille-cyber.com/jeu-concours/
[3] https://www.ft.com/content/d2dffd24-8a14-4832-8ea0-1937268849f4
[3] https://www.mandalorepartners.com/topinfluencers/january-2023-ranking-insurtech
[3] https://insurancenewsnet.com/innarticle/7-ways-ai-will-impact-the-insurance-industry-in-2023
[3] https://play.google.com/store/apps/details?id=com.uvlamp.uvlight.simulator&hl=en
[2] https://insurtechnews.com/influencers
[2] https://www.uktech.news/insurtech/superscript-series-b-fundraise-20230109
[2] https://www.dealstreetasia.com/stories/qoala-raises-more-in-series-b-323540
[2] https://www.reinsurancene.ws/apex-group-mosaic-aon-launch-fund-insurance-platform/
[2] https://www.dig-in.com/list/top-insurtech-funding-rounds-dec-2022

Top URLs in Tweet in G9:
[1] https://www.sapiendo-retraite.fr/fintech-insurtech/grands-comptes
[1] https://twitter.com/ame_litte/status/1613606745653248020/photo/1

Top URLs in Tweet in G10:
[3] https://ftpartners.docsend.com/view/24bpmhwmr2xdwwu2
[2] https://ftpartners.docsend.com/view/yy26wnjqw385ecau
[2] https://twitter.com/FTPartners/status/1522336882142724100/photo/1
[2] https://ftpartners.docsend.com/view/qp7pqma3m258pi29
[2] https://ftpartners.docsend.com/view/7uk28cpnwp9ngdgu
[2] https://twitter.com/FTPartners/status/1511354442196701187/photo/1
[2] https://techcrunch.com/2023/01/09/daily-crunch-in-an-all-cash-transaction-private-equity-firm-buys-insurtech-startup-duck-creek-for-2-6b/
[2] https://www.crowdfundinsider.com/2023/01/200905-uk-insurtech-superscript-finalizes-45m-series-b-round/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/Crowdfundnews/status/1612800442769244167/photo/1
[1] https://veille-cyber.com/ai-and-the-future-of-work-5-experts-chatgpt/

Top Domains
Top Domains in Tweet in Entire Graph:
[835] twitter.com
[409] veille-cyber.com
[350] twinybots.ch
[213] dig-in.com
[125] medium.com
[111] techcrunch.com
[103] paper.li
[94] biometricupdate.com
[81] co.uk
[67] forbes.com

Top Domains in Tweet in G1:
[136] twitter.com
[62] twinybots.ch
[51] co.uk
[47] techcrunch.com
[45] coverager.com
[40] forbes.com
[28] insurtechinsights.com
[28] medium.com
[27] google.com
[26] dig-in.com

Top Domains in Tweet in G2:
[358] veille-cyber.com
[198] twitter.com
[59] biometricupdate.com
[57] fintechconferences.com
[39] thepaypers.com
[17] co.uk
[12] fastcompany.com
[10] trib.al
[9] ir.com
[9] travelandleisure.com

Top Domains in Tweet in G3:
[66] twitter.com
[20] catsone.com
[19] techcrunch.com
[9] twinybots.ch
[6] google.com
[5] linkedin.com
[5] co.uk
[5] viglink.com
[4] trendzmaster.com
[4] pymnts.com

Top Domains in Tweet in G4:
[269] twinybots.ch
[158] dig-in.com
[86] medium.com
[59] twitter.com
[34] blogspot.com
[30] techcrunch.com
[26] ft.com
[26] finextra.com
[18] linkedin.com
[17] newscientist.com

Top Domains in Tweet in G5:
[91] twitter.com
[16] mckinsey.com
[15] globaliqx.com
[13] forbes.com
[12] dan.com
[12] veille-cyber.com
[11] majesco.com
[11] sviaccelerator.com
[10] sedo.com
[9] thefinancialbrand.com

Top Domains in Tweet in G6:
[11] twitter.com
[11] paper.li
[5] dig-in.com
[5] co.uk
[4] cuinsight.com
[4] veille-cyber.com
[3] forbes.com
[2] fintechnews.ch
[2] finextra.com
[2] techbullion.com

Top Domains in Tweet in G7:
[61] twitter.com
[6] axios.com
[4] insurtechnews.com
[4] coverfox.com
[4] paper.li
[3] com.ph
[3] techcrunch.com
[3] medium.com
[3] linkedin.com
[3] linktr.ee

Top Domains in Tweet in G8:
[55] twitter.com
[27] veille-cyber.com
[14] paper.li
[7] eficiens.com
[5] insurtechnews.com
[5] insurancenewsnet.com
[4] reinsurancene.ws
[4] coruzant.com
[3] ft.com
[3] mandalorepartners.com

Top Domains in Tweet in G9:
[1] sapiendo-retraite.fr
[1] twitter.com

Top Domains in Tweet in G10:
[29] twitter.com
[18] docsend.com
[5] linkedin.com
[4] insurtechinsights.com
[3] techcrunch.com
[3] paper.li
[3] crowdfundinsider.com
[2] veille-cyber.com
[1] newfront.com
[1] santaluciaimpulsa.es

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2681] insurtech
[1301] finserv
[1226] digitalhealth
[1194] web3
[1182] healthtech
[1156] ehealth
[1139] fintech
[1137] ai
[1131] cx
[1128] datascientist



Top Hashtags in Tweet in G1:
[1034] insurtech
[979] finserv
[972] web3
[969] ehealth
[964] digitalhealth
[962] healthtech
[961] smartcity
[961] cx
[959] datascientist
[959] csuite

Top Hashtags in Tweet in G2:
[447] ai
[377] fintech
[314] insurtech
[303] cryptocurrencies
[251] python
[234] machinelearning
[206] finserv
[184] cybersecurity
[172] chatgpt
[166] 100daysofcode

Top Hashtags in Tweet in G3:
[65] insurtech
[22] insurance
[19] fintech
[12] technology
[10] ai
[8] startup
[8] blockchain
[7] marketing
[6] metaverse
[5] tech

Top Hashtags in Tweet in G4:
[638] insurtech
[359] fintech
[176] insurance
[68] ui
[51] startup
[51] finserv
[49] healthtech
[47] ai
[47] digitalhealth
[44] ml

Top Hashtags in Tweet in G5:
[185] insurtech
[113] smarthealth
[94] digitalhealth
[82] ai
[76] fintech
[68] ces2023
[62] insurance
[60] healthtech
[43] health
[39] iot

Top Hashtags in Tweet in G6:
[55] insurtech
[37] fintech
[22] finance
[20] finserv
[20] ai
[18] germany
[18] startups
[14] chatgpt
[12] banking
[11] digitaltransformation

Top Hashtags in Tweet in G7:
[61] insurtech
[17] insurance
[12] fintech
[10] podtime
[8] octamilers
[8] backtowork
[5] coverfox
[3] embeddedinsurance
[3] vc
[3] customer

Top Hashtags in Tweet in G8:
[94] insurtech
[57] insurance
[30] technology
[18] ai
[18] cryptocurrencies
[13] finance
[12] innovation
[8] insurer
[8] digital
[8] machinelearning

Top Hashtags in Tweet in G10:
[34] insurtech
[20] fintech
[3] ai
[3] insurtechhartford
[3] insurance
[2] technology
[2] entrepreneur
[2] ecosystem
[2] business
[1] experts

Top Words
Top Words in Tweet in Entire Graph:
[2674] #insurtech
[1301] #finserv
[1226] #digitalhealth
[1194] #web3
[1182] #healthtech
[1164] chidambara09
[1156] #ehealth
[1139] #fintech
[1137] #ai
[1131] #cx

Top Words in Tweet in G1:
[1032] #insurtech
[979] #finserv
[978] chidambara09
[972] #web3
[969] #ehealth
[964] #digitalhealth
[962] #healthtech
[961] #cx
[961] #smartcity
[959] #datascientist

Top Words in Tweet in G2:
[447] #ai
[377] #fintech
[314] #insurtech
[303] #cryptocurrencies
[252] #python
[241] veillecyber3
[234] #machinelearning
[206] #finserv
[204] enricomolinari
[184] #cybersecurity

Top Words in Tweet in G3:
[190] insurtech
[65] #insurtech
[54] startup
[50] duck
[50] equity
[49] firm
[48] insurance
[48] creek
[42] private
[41] 6b

Top Words in Tweet in G4:
[637] #insurtech
[359] #fintech
[209] insurtech
[176] #insurance
[102] insurance
[81] spirosmargaris
[73] sabinevdl
[68] #ui
[66] fgraillot
[65] startup

Top Words in Tweet in G5:
[185] #insurtech
[113] #smarthealth
[108] smarthealth360
[94] #digitalhealth
[82] #ai
[76] #fintech
[75] globaliqx
[68] #ces2023
[62] #insurance
[60] #healthtech

Top Words in Tweet in G6:
[55] #insurtech
[45] stratorob
[37] #fintech
[22] #finance
[21] check
[20] #ai
[20] #finserv
[19] way
[18] total
[18] innovation

Top Words in Tweet in G7:
[61] #insurtech
[54] insurtech
[46] insurance
[22] top
[18] fintech
[17] business
[17] #insurance
[17] global
[13] one
[13] more

Top Words in Tweet in G8:
[90] #insurtech
[57] #insurance
[35] insurance
[30] #technology
[27] veillecyber3
[27] mandalore_minh
[26] seedfounders
[24] insurtech
[20] minh_q_tran
[18] #cryptocurrencies

Top Words in Tweet in G9:
[57] sapiendo
[57] comme
[57] groupe
[56] préparer
[56] conseils
[56] plateforme
[56] intérêt
[56] retraite
[56] privée
[56] tout

Top Words in Tweet in G10:
[35] insurtech
[34] #insurtech
[20] #fintech
[17] ftpartners
[16] market
[16] ft
[15] ceo
[14] partners
[14] million
[13] analysis

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1119] #healthtech,#smartcity
[1118] #datascientist,#csuite
[1116] #digitalhealth,#web3
[1116] #csuite,#digitalhealth
[1114] #cx,#ehealth
[1114] #web3,#cx
[1113] #ehealth,#finserv
[879] #smartcity,#5g
[878] #5g,#datascientist
[645] chidambara09,#healthtech

Top Word Pairs in Tweet in G1:
[959] #healthtech,#smartcity
[958] #ehealth,#finserv
[958] #datascientist,#csuite
[957] #csuite,#digitalhealth
[957] #digitalhealth,#web3
[956] #cx,#ehealth
[956] #web3,#cx
[770] #smartcity,#5g
[769] #5g,#datascientist
[490] chidambara09,#healthtech

Top Word Pairs in Tweet in G2:
[232] #cryptocurrencies,#machinelearning
[197] #machinelearning,#ai
[172] #ai,#python
[124] #python,#deeplearning
[119] #insurtech,#chatgpt
[119] #100daysofcode,#fintech
[119] #bitcoin,#cybersecurity
[119] #cybersecurity,#cybersecurite
[119] #fintech,#nocode
[119] #nocode,#bitcoin

Top Word Pairs in Tweet in G3:
[48] duck,creek
[44] insurtech,startup
[41] private,equity
[39] firm,buys
[39] equity,firm
[39] buys,insurtech
[38] startup,duck
[36] transaction,private
[36] cash,transaction
[35] creek,6b

Top Word Pairs in Tweet in G4:
[187] #insurtech,#fintech
[76] #fintech,#insurtech
[54] #fintech,_diginsurance
[51] #fintech,#insurance
[47] _diginsurance,cc
[43] #insurtech,#insurance
[43] insurtech,startup
[42] #datascientist,#csuite
[42] #healthtech,#smartcity
[42] #insurance,#insurtech

Top Word Pairs in Tweet in G5:
[41] #smarthealth,#digitalhealth
[36] #smarthealth,#smarthealthcare
[28] #digitalhealth,#health
[25] #ces2023,#smarthealth
[22] #insurance,#insurtech
[20] pay,12
[20] interest,free
[20] 12,interest
[19] #insurtech,#fintech
[18] #smarthealth,#digitalhealthcare

Top Word Pairs in Tweet in G6:
[18] innovation,dach
[18] check,slides
[18] 132,#startups
[18] dach,region
[18] leading,way
[18] region,total
[18] #startups,check
[18] #insurtech,innovation
[18] total,132
[18] way,#insurtech

Top Word Pairs in Tweet in G7:
[12] insurtech,startup
[11] duck,creek
[10] 850,business
[10] fintech_germany,#podtime
[10] global,top
[10] top,850
[10] business,podcast
[10] top,200
[10] 200,tech
[10] tech,top

Top Word Pairs in Tweet in G8:
[33] #insurtech,#insurance
[30] #insurance,#technology
[26] mandalore_minh,seedfounders
[19] #insurance,#insurtech
[14] contini,marco
[14] latest,contini
[13] seedfounders,insurtech_cap
[13] seedfounders,minh_q_tran
[13] #technology,#finance
[9] découvrez,l'interview

Top Word Pairs in Tweet in G9:
[56] sapiendo,plateforme
[56] privé,intérêt
[56] sa,retraite
[56] privée,conseils
[56] tout,groupe
[56] préparer,sa
[56] groupe,privé
[56] plateforme,privée
[56] retraite,comme
[56] conseils,préparer

Top Word Pairs in Tweet in G10:
[14] ft,partners
[12] market,update
[12] update,analysis
[11] million,series
[10] ceo,market
[10] #fintech,#insurtech
[8] series,financing
[7] financing,led
[7] ftpartners,ft
[6] exclusive,interview

Top Replied-To
Top Replied-To in Entire Graph:
@daveg
@andruyeung
@minh_q_tran
@albertogaruccio
@fgraillot
@gbenrodara
@globaliqx
@stratorob
@luketimber7
@colingardiner

Top Replied-To in G1:
@albertogaruccio
@auzkiza
@jlcasal
@elmundoempresa
@lyakovet
@financeiom
@hedimardisoo

Top Replied-To in G2:
@mamasmatter2
@shadyrecords

Top Replied-To in G4:
@fgraillot
@minh_q_tran
@iankmsmith
@johnflueck
@efipm
@russshaw1
@mcins_
@allianz

Top Replied-To in G5:
@globaliqx
@gcihealth
@suntoryglobal
@pminemyer
@2gb873

Top Replied-To in G6:
@stratorob

Top Replied-To in G7:
@andruyeung
@gbenrodara
@luketimber7
@akasalu
@iamdulma
@lolitataub
@thesamparr
@connorloveca
@broker_brett
@pasarpolis

Top Replied-To in G8:
@minh_q_tran
@thinkers360
@insurtech_cap

Top Replied-To in G10:
@aerogamico

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@betamoroney
@enilev
@veillecyber3
@enricomolinari
@stratorob
@smarthealth360
@spirosmargaris
@globaliqx
@sabinevdl

Top Mentioned in G1:
@chidambara09
@betamoroney
@enilev
@enricomolinari
@jamesvgingerich
@stratorob
@globaliqx
@expeflow
@albertogaruccio
@minh_q_tran

Top Mentioned in G2:
@veillecyber3
@enricomolinari
@chidambara09
@biometricupdate
@thepaypers
@gersonrolim
@digitaliworld
@mastercard
@observatore2
@globaliqx

Top Mentioned in G3:
@binah_ai
@theadfighter
@tekiosmag
@gordon_sonofol

Top Mentioned in G4:
@spirosmargaris
@sabinevdl
@fgraillot
@_diginsurance
@chidambara09
@enricomolinari
@stratorob
@nigelwalsh
@mikequindazzi
@albertogaruccio

Top Mentioned in G5:
@smarthealth360
@globaliqx
@enricomolinari
@majesco_inc
@sviaccelerator
@eli_krumova
@tysonlester
@prioritydomains
@stratorob
@denisegarth

Top Mentioned in G6:
@stratorob
@jblefevre60
@sabinevdl
@sam_c_evans
@frronconi
@maxjcm
@uslifestyler
@azurflorian
@veillecyber3
@timothy_hughes

Top Mentioned in G7:
@fintech_germany
@octamile
@pcast_ol
@wuodnyaga
@spirosmargaris
@startuprad_io
@gbenrodara
@sparkcapital
@correlationvc

Top Mentioned in G8:
@mandalore_minh
@veillecyber3
@seedfounders
@minh_q_tran
@insurtech_cap
@eficiens
@m00re
@julian_teicke
@nelbro
@duckcreektech

Top Mentioned in G9:
@ame_litte

Top Mentioned in G10:
@ftpartners
@iti_insurtech
@insuretechnow
@branchinsurance
@veillecyber3
@vesttoo
@newfronthq
@socotratech
@insightpartners
@gogravie

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@alerttrade
@marshawright
@chidambara09
@cybersecurityn8
@kuramato904
@evankirstel
@sudeepkhatri
@rahul05ranjan
@dataaugmented

Top Tweeters in G1:
@chidambara09
@timesofindia
@bizcommunityit
@focusonline
@news_nocode
@robotconsumer
@startzai
@grjenkin
@alleywatch
@bworldph

Top Tweeters in G2:
@sectest9
@cybersecurityn8
@rahul05ranjan
@dataaugmented
@fintechna
@frcretweets
@ricardo_ik_ahau
@nicochan33
@jacobussystems
@fullnam35087976

Top Tweeters in G3:
@stckpro
@wonderfulegao
@ambulsiva
@soclaimon
@pavelnosok
@soilfertilizer
@wartaekonomi
@news__matome
@bloombergasia
@money_personal

Top Tweeters in G4:
@ml_tweet_bot
@zdnet
@stanleyepstein
@drferdowsi
@ft
@adeyemoadekunl2
@fortunemagazine
@spirosmargaris
@datascience__
@_drfrusci

Top Tweeters in G5:
@marshawright
@education_24x7
@forbes
@dv_martinez
@debraruh
@pvynckier
@verge
@drjdrooghaag
@edventure9
@kanezadiane

Top Tweeters in G6:
@evankirstel
@sudeepkhatri
@lorimoreno
@ottlegalrebels
@calcaware
@gezgintrk
@jeffbullas
@bills_bot
@trippbraden
@tweetinggoddess

Top Tweeters in G7:
@kuramato904
@cnbc
@rwang0
@dpesho
@financialtimes
@techmemechatter
@thepakuma
@stillspencer
@nevofinancial
@mgbemena_

Top Tweeters in G8:
@periscopeislit
@laveilletechno
@aseannowth
@continimarco
@mymaybank
@divergentcio
@nchevesson
@hwillert
@squawkcnbc
@thehackersnews

Top Tweeters in G9:
@lau68951920
@marie_joseph_p
@planet211180
@mrjumper02
@jakopasto1
@jaguard22222
@saraart4
@dopaminergic13
@babibelle33
@bricolix

Top Tweeters in G10:
@crowdfundnews
@nuusie_business
@shreekant26
@insurtechhfd
@aiworldon
@insightpartners
@santalucia_imp
@heydigit
@georgian_io
@ftpartners


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