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InsurTech_2021-05-14_04-55-46.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 14, 2021
Short Description:
InsurTech via NodeXL https://bit.ly/3eOZJxK
@enricomolinari
@stratorob
@globaliqx
@insurtrek
@albertogaruccio
@spirosmargaris
@eficiens
@chidambara09
@mcins_
@fgraillot

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

Description:
Description
The graph represents a network of 3,600 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, 14 May 2021 at 12:08 UTC.

The requested start date was Friday, 14 May 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 5-day, 18-hour, 4-minute period from Saturday, 08 May 2021 at 05:55 UTC to Friday, 14 May 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 : 3600
Unique Edges : 5441
Edges With Duplicates : 15721
Total Edges : 21162
Number of Edge Types : 5
Retweet : 5267
MentionsInRetweet : 10628
Mentions : 3800
Tweet : 1392
Replies to : 75
Self-Loops : 1499
Reciprocated Vertex Pair Ratio : 0.044611819235226
Reciprocated Edge Ratio : 0.0854132002218525
Connected Components : 513
Single-Vertex Connected Components : 326
Maximum Vertices in a Connected Component : 2652
Maximum Edges in a Connected Component : 19637
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.80712
Graph Density : 0.000695795128276373
Modularity : 0.271104
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,600 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, 14 May 2021 at 12:08 UTC.

The requested start date was Friday, 14 May 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 5-day, 18-hour, 4-minute period from Saturday, 08 May 2021 at 05:55 UTC to Friday, 14 May 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:
[112] https://searchenterpriseai.techtarget.com/tip/11-data-science-skills-for-machine-learning-and-AI
[102] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=10e431bd-2106-46c9-9c84-bec148eb0c42&f=145348
[94] https://twinybots.ch/
[62] https://bit.ly/2Q6gA5kEn
[59] https://www.raconteur.net/infographics/a-day-in-the-life-of-ai/?utm_content=buffera98ac&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[51] https://www.oneragtime.com/24-industries-disrupted-by-ai-infographic/?utm_content=buffer56988&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[40] https://www.forbes.com/sites/forbesbusinesscouncil/2020/10/13/how-criminals-use-artificial-intelligence-to-fuel-cyber-attacks/?utm_content=bufferdd18b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[38] https://www.mckinsey.com/business-functions/strategy-and-corporate-finance/our-insights/collaborations-between-corporates-and-start-ups?cid=soc-web
[35] https://securityboulevard.com/2021/05/cybersecurity-fosters-competitive-advantage/
[33] https://www.cio.com/article/3615696/data-and-analytics-the-next-phase-of-digital-transformation.html?utm_content=buffer39136&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[105] https://searchenterpriseai.techtarget.com/tip/11-data-science-skills-for-machine-learning-and-AI
[38] https://bit.ly/2Q6gA5kEn
[33] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=10e431bd-2106-46c9-9c84-bec148eb0c42&f=145348
[32] https://securityboulevard.com/2021/05/cybersecurity-fosters-competitive-advantage/
[31] https://www.forbes.com/sites/forbesbusinesscouncil/2020/10/13/how-criminals-use-artificial-intelligence-to-fuel-cyber-attacks/?utm_content=bufferdd18b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[29] http://kpi.astorya.io/
[26] https://www.raconteur.net/infographics/a-day-in-the-life-of-ai/?utm_content=buffera98ac&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[25] https://www.oneragtime.com/24-industries-disrupted-by-ai-infographic/?utm_content=buffer56988&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[23] https://www.visualcapitalist.com/7-ways-artificial-intelligence-is-improving-healthcare/?utm_content=bufferabf1f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[21] https://mitsloan.mit.edu/ideas-made-to-matter/machine-learning-explained?utm_content=buffer85e3d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[79] https://twinybots.ch/
[14] https://www.insurancenews.com.au/insurtech/machine-learning-shows-promise-for-hazard-budgeting
[13] https://www.mckinsey.com/business-functions/strategy-and-corporate-finance/our-insights/collaborations-between-corporates-and-start-ups?cid=soc-web
[13] https://artivatic.ai/
[10] https://fintechnews.ae/8397/fintechdubai/zurich-taps-amazon-payment-services-to-offer-digital-payments-option-in-the-middle-east/
[9] https://www.caixinglobal.com/2021-05-10/chinas-tech-giants-bet-19-billion-on-global-electric-car-frenzy-101709053.html?utm_content=buffer79356&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.eetimes.com/will-machines-ever-fully-understand-what-they-are-seeing/?utm_content=buffer7a6dd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://thefintechtimes.com/overview-of-insurance-and-insurtech-in-the-middle-east/
[8] https://www.theverge.com/22423489/autonomous-vehicle-consolidation-acquisition-lyft-uber?utm_content=buffer62de3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://thefintechtimes.com/overview-of-insurance-and-insurtech-in-the-middle-east/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[21] https://bit.ly/2Q6gA5kEn
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254664
[4] https://www.weforum.org/agenda/2021/04/ai-open-data-science-research-development?utm_source=twitter&utm_medium=social_scheduler&utm_term=UpLink&utm_content=30/04/2021+18:00
[4] https://www.weforum.org/agenda/2021/04/company-shipping-containers-sustainable-tiny-homes?utm_source=twitter&utm_medium=social_scheduler&utm_term=Sustainable+Development&utm_content=01/05/2021+05:00
[3] https://www.weforum.org/agenda/2021/04/countries-leading-post-pandemic-green-recovery?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=29/04/2021+14:00
[3] https://www.weforum.org/agenda/2021/04/singapore-solar-floatting-farms-environment-energy-cities?utm_source=twitter&utm_medium=social_scheduler&utm_term=Singapore&utm_content=01/05/2021+00:00
[2] https://www.vanityfair.it/mybusiness/news-mybusiness/2019/12/24/plastic-bank-cosi-la-plastica-diventa-denaro
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254518
[2] https://iireporter.com/harnessing-the-power-of-ai-in-insurance/?utm_content=bufferbf9e2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.techrepublic.com/article/why-machine-learning-not-artificial-intelligence-is-the-right-way-forward-for-data-science/?utm_content=buffer56d76&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[14] https://artivatic.ai/
[5] https://betterinsurancetv.us1.list-manage.com/subscribe?u=3d9a2e68e5ef3645a820210b4&id=9581f0e332
[4] https://twinybots.ch/
[4] https://www.merca20.com/sao-insurtech-solutions-el-adn-de-una-empresa-con-resultados/
[4] https://segurarse.com.ar/cotizador-de-seguros-auto?cmid=CM-autoM&kw=twitter-autoM
[3] https://thefintechtimes.com/overview-of-insurance-and-insurtech-in-the-middle-east/
[3] https://www.techinasia.com/chinese-insurtech-startup-yuanbao-scores-155m-catch-newly-listed-waterdrop
[3] https://www.insurancenews.com.au/insurtech/insurtech-australia-backs-extension-of-cdr-to-insurance
[3] https://click.linksynergy.com/link?id=gKVjjqRxqcQ&offerid=916798.14267066622&type=2&murl=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fwharton-fintech
[3] https://ivs2021.theinsurtechsummit.com

Top URLs in Tweet in G5:
[31] https://www.raconteur.net/infographics/a-day-in-the-life-of-ai/?utm_content=buffera98ac&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[23] https://www.oneragtime.com/24-industries-disrupted-by-ai-infographic/?utm_content=buffer56988&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://www.cio.com/article/3615696/data-and-analytics-the-next-phase-of-digital-transformation.html?utm_content=buffer39136&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://www.forbes.com/sites/johnkoetsier/2021/01/04/podcasting-is-the-new-battleground-for-big-tech-as-twitter-buys-breaker/?utm_content=bufferc139e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.forbes.com/sites/forbesbusinesscouncil/2020/10/13/how-criminals-use-artificial-intelligence-to-fuel-cyber-attacks/?utm_content=buffer56859&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.scientificamerican.com/article/artificial-intelligence-develops-an-ear-for-birdsong1/?utm_content=bufferaf5d5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.raconteur.net/infographics/a-day-in-the-life-of-ai/?utm_content=buffer4f053&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.forbes.com/sites/forbesbusinesscouncil/2020/10/13/how-criminals-use-artificial-intelligence-to-fuel-cyber-attacks/?utm_content=bufferdd18b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://mitsloan.mit.edu/ideas-made-to-matter/machine-learning-explained?utm_content=buffer85e3d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.visualcapitalist.com/7-ways-artificial-intelligence-is-improving-healthcare/?utm_content=bufferabf1f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[10] https://thefintechtimes.com/amazon-payment-services-partnership-brings-conversion-fee-free-digital-payments-for-mena-customers/
[7] https://www.moneycontrol.com/news/business/personal-finance/4-lesser-known-insurance-policies-to-claim-from-if-you-lose-a-loved-one-to-covid-19-6865141.html
[6] https://www.healthcarepackaging.com/home/article/21427482/personnel-training-a-critical-third-step-in-cybersecurity
[6] https://www.itproportal.com/features/security-challenges-within-the-fintech-sector/
[4] https://searchenterpriseai.techtarget.com/tip/11-data-science-skills-for-machine-learning-and-AI
[4] https://www.insurancebusinessmag.com/us/news/breaking-news/behind-the-struggle-to-make-pandemics-insurable-254688.aspx
[4] https://medcitynews.com/2021/05/insurtech-companies-it-expertise-give-them-competitive-edge-in-telehealth-beyond/?utm_source=dlvr.it&utm_medium=twitter
[3] https://thefintechtimes.com/overview-of-insurance-and-insurtech-in-the-middle-east/
[3] https://www.businessdailyafrica.com/bd/opinion-analysis/columnists/digitisation-offers-africa-rare-resilience-3395466?view=htmlamp
[3] https://www.forbes.com/sites/forbesagencycouncil/2021/05/12/how-to-modify-your-marketing-strategy-as-we-slowly-return-to-the-office/?sh=13da827018f6

Top URLs in Tweet in G7:
[4] https://thefintechtimes.com/the-rise-of-insurtech-how-its-changing-the-game/
[3] http://bit.ly/2QXgPAd?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://thefintechtimes.com/do-not-pass-go-why-we-are-still-waiting-for-a-global-insurance-monopoly/
[2] https://thefintechtimes.com/amazon-payment-services-partnership-brings-conversion-fee-free-digital-payments-for-mena-customers/
[2] https://thefintechtimes.com/the-insurtech-race-is-on-for-asian-insurers/
[2] http://dlvr.it/RzG43b
[2] https://www.carriermanagement.com/brand-spotlight/notion/3-innovation-barriers-in-the-smart-home-revolution-and-how-to-navigate-them/
[2] https://www.techinasia.com/chinese-insurtech-startup-yuanbao-scores-155m-catch-newly-listed-waterdrop
[1] https://lhoft.com/en/insights/14-fintech-startups-joining-catapult-inclusion-africa-2021/
[1] https://t.co/cjz41KuaSK

Top URLs in Tweet in G8:
[62] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=10e431bd-2106-46c9-9c84-bec148eb0c42&f=145348
[8] https://www.forbes.com/sites/forbestechcouncil/2021/05/03/automation-is-the-future-of-trucking-but-its-not-all-about-autonomous-driving/
[2] https://www.datasciencecentral.com/profiles/blogs/the-benefits-of-artificial-intelligence-technology-in-any
[2] https://www.ftadviser.com/protection/2020/12/11/how-insurers-will-use-ai-to-provide-cover/
[1] https://www.datasciencecentral.com/page/search?q=Data+science+use+cases
[1] https://www.caixinglobal.com/2021-05-10/chinas-tech-giants-bet-19-billion-on-global-electric-car-frenzy-101709053.html?utm_content=buffer79356&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G9:
[3] https://medcitynews.com/2021/05/insurtech-companies-it-expertise-give-them-competitive-edge-in-telehealth-beyond/?utm_source=dlvr.it&utm_medium=twitter
[2] http://theherdlocker.com/tweet/popularity/insurtech
[2] https://insurzine.com/insurtech-cyberefund-in-collaborazione-con-das-e-yolo-per-tutelare-lidentita-online/
[2] https://growthcapadvisory.com/
[2] https://www.ft.com/content/00660168-e61a-4d7c-86d1-e26638009efa
[1] https://www.visualcapitalist.com/visualizing-the-power-consumption-of-bitcoin-mining/?utm_content=bufferaa662&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://theherdlocker.com/tweet/popularity/insurtech?utm_content=bufferbe119&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1392955192631508994
[1] https://insurzine.com/insurtech-assurly-sbarca-su-rakuten/
[1] https://insurzine.com/insurtech-relay-raccoglie-52-milioni-di-dollari/

Top URLs in Tweet in G10:
[2] https://www.joinclubhouse.com/event/xeeXEXjd
[2] https://www.strava.com/clubs/fintech-insurtech-fitfam-910920
[1] https://twitter.com/i/web/status/1392770510262579209
[1] https://twitter.com/i/web/status/1392218947567640579

Top Domains
Top Domains in Tweet in Entire Graph:
[670] twitter.com
[211] forbes.com
[119] techtarget.com
[102] bah.com
[100] thefintechtimes.com
[99] raconteur.net
[94] linkedin.com
[94] twinybots.ch
[69] bit.ly
[69] co.uk

Top Domains in Tweet in G1:
[121] twitter.com
[108] techtarget.com
[94] forbes.com
[46] raconteur.net
[38] bit.ly
[38] visualcapitalist.com
[35] mit.edu
[34] weforum.org
[33] securityboulevard.com
[33] bah.com

Top Domains in Tweet in G2:
[128] twitter.com
[79] twinybots.ch
[39] thefintechtimes.com
[36] forbes.com
[26] techcrunch.com
[23] co.uk
[20] linkedin.com
[17] com.au
[16] artivatic.ai
[14] mckinsey.com

Top Domains in Tweet in G3:
[53] twitter.com
[21] bit.ly
[16] weforum.org
[8] nodexlgraphgallery.org
[2] vanityfair.it
[2] iireporter.com
[2] techrepublic.com
[2] canadianunderwriter.ca
[2] asefibrokers.com
[1] fintechmagazine.com

Top Domains in Tweet in G4:
[107] twitter.com
[19] co.uk
[15] artivatic.ai
[13] linkedin.com
[11] paper.li
[7] forbes.com
[6] fintechmagazine.com
[6] merca20.com
[6] com.au
[6] autotraffix.com

Top Domains in Tweet in G5:
[47] raconteur.net
[46] forbes.com
[26] oneragtime.com
[25] twitter.com
[20] cio.com
[14] visualcapitalist.com
[14] enterprisersproject.com
[12] mit.edu
[11] techxplore.com
[8] insurancebusinessmag.com

Top Domains in Tweet in G6:
[39] twitter.com
[17] thefintechtimes.com
[9] paper.li
[7] techtarget.com
[7] moneycontrol.com
[7] insurancebusinessmag.com
[6] healthcarepackaging.com
[6] forbes.com
[6] itproportal.com
[5] globalbankingandfinance.com

Top Domains in Tweet in G7:
[18] thefintechtimes.com
[14] twitter.com
[6] theinsurtechsummit.com
[4] co.uk
[3] bit.ly
[2] dlvr.it
[2] carriermanagement.com
[2] techinasia.com
[1] lhoft.com
[1] t.co

Top Domains in Tweet in G8:
[62] bah.com
[8] forbes.com
[3] datasciencecentral.com
[2] ftadviser.com
[1] caixinglobal.com

Top Domains in Tweet in G9:
[15] insurzine.com
[9] twitter.com
[3] theherdlocker.com
[3] medcitynews.com
[2] shift-technology.com
[2] growthcapadvisory.com
[2] ft.com
[2] linkedin.com
[1] visualcapitalist.com
[1] bit.ly

Top Domains in Tweet in G10:
[2] joinclubhouse.com
[2] twitter.com
[2] strava.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3399] insurtech
[2125] fintech
[1939] ai
[706] bigdata
[702] insurance
[647] iot
[554] machinelearning
[512] datascience
[443] artificialintelligence
[397] marketing



Top Hashtags in Tweet in G1:
[1412] insurtech
[1226] ai
[1079] fintech
[459] bigdata
[415] machinelearning
[346] iot
[311] datascience
[295] artificialintelligence
[289] cybersecurity
[221] insurance

Top Hashtags in Tweet in G2:
[616] insurtech
[437] fintech
[148] insurance
[101] ai
[96] innovation
[89] startup
[66] finserv
[51] iot
[51] banking
[37] vc

Top Hashtags in Tweet in G3:
[177] ai
[142] fintech
[142] marketing
[139] insurtech
[114] ehealth
[110] iot
[102] blockchain
[96] esg
[95] smartcities
[91] finserv

Top Hashtags in Tweet in G4:
[187] insurtech
[76] insurance
[30] fintech
[16] technology
[11] startup
[11] seguros
[7] innovation
[7] reinsurance
[6] insuranceinnovation
[5] digitaltransformation

Top Hashtags in Tweet in G5:
[315] insurtech
[253] ai
[165] fintech
[100] iot
[99] iiot
[88] artificialintelligence
[70] datascience
[69] machinelearning
[69] bigdata
[59] digitaltransformation

Top Hashtags in Tweet in G6:
[102] insurtech
[97] fintech
[79] business
[74] strategy
[71] socialmedia
[69] marketing
[55] quote
[53] branding
[49] success
[42] ai

Top Hashtags in Tweet in G7:
[48] insurtech
[21] insurance
[17] catapultafrica
[11] cminsurtechsummit
[9] fintech
[6] fraud
[5] coopmansearchandselection
[4] financialinclusion
[4] guidewireconnections
[4] claims

Top Hashtags in Tweet in G8:
[68] ai
[64] datascience
[63] bigdata
[62] emergingtechnologies
[15] health
[15] healthtechnology
[15] telehealth
[10] automation
[8] insurtech
[8] trucking

Top Hashtags in Tweet in G9:
[45] insurtech
[7] ai
[5] fintech
[5] startup
[4] insurance
[3] venturecapital
[3] insuranceindustry
[3] innovation
[3] frenchtech
[2] homes

Top Hashtags in Tweet in G10:
[2] insurtech

Top Words
Top Words in Tweet in Entire Graph:
[3399] #insurtech
[2501] enricomolinari
[2110] #fintech
[1939] #ai
[840] insurtech
[824] globaliqx
[787] wef
[706] #bigdata
[702] #insurance
[647] #iot

Top Words in Tweet in G1:
[1542] enricomolinari
[1413] #insurtech
[1226] #ai
[1068] #fintech
[502] globaliqx
[478] wef
[478] andi_staub
[459] #bigdata
[415] #machinelearning
[350] stratorob

Top Words in Tweet in G2:
[615] #insurtech
[434] #fintech
[213] fintech
[209] insurtech
[148] #insurance
[128] insurance
[120] enricomolinari
[116] spirosmargaris
[101] #ai
[98] albertogaruccio

Top Words in Tweet in G3:
[692] enricomolinari
[226] wef
[177] #ai
[142] #marketing
[141] #fintech
[139] #insurtech
[114] #ehealth
[110] #iot
[102] #blockchain
[96] #esg

Top Words in Tweet in G4:
[218] insurtech
[187] #insurtech
[85] insurance
[79] fintech
[76] #insurance
[41] technology
[36] 2021
[33] startup
[30] #fintech
[27] financial

Top Words in Tweet in G5:
[315] #insurtech
[253] #ai
[234] globaliqx
[165] #fintech
[100] #iot
[99] #iiot
[88] #artificialintelligence
[87] enricomolinari
[70] #datascience
[70] ronald_vanloon

Top Words in Tweet in G6:
[173] stratorob
[170] business
[102] #insurtech
[97] #fintech
[93] build
[79] #business
[74] #strategy
[71] #socialmedia
[69] #marketing
[64] people

Top Words in Tweet in G7:
[48] #insurtech
[35] 14
[35] insurtech
[28] 2021
[27] insurance
[22] companies
[21] re
[21] #insurance
[20] fintech
[20] startups

Top Words in Tweet in G8:
[68] #ai
[64] industries
[64] #datascience
[63] #bigdata
[62] #emergingtechnologies
[62] impacting
[61] kirkdborne
[60] #machinelearn
[29] smarthealth360
[16] pay

Top Words in Tweet in G9:
[44] #insurtech
[18] shiftechnology
[14] insurtech
[11] getethoslife
[11] avec_alan
[10] raised
[7] #ai
[7] insurance
[7] funding
[6] 200m

Top Words in Tweet in G10:
[10] insurance
[7] insurtech
[6] discussing
[6] intro
[5] rec
[4] innovation
[4] 00
[4] polkacover
[4] meets
[4] nft

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[897] #fintech,#insurtech
[627] wef,enricomolinari
[589] #insurtech,#fintech
[276] #insurtech,#bigdata
[264] #ai,#iot
[198] #ai,#insurtech
[186] #iot,#iiot
[185] #machinelearning,#ai
[175] mashable,enricomolinari
[161] #insurance,#insurtech

Top Word Pairs in Tweet in G1:
[512] #fintech,#insurtech
[373] wef,enricomolinari
[347] #insurtech,#fintech
[213] #insurtech,#bigdata
[171] #machinelearning,#ai
[133] #ai,#iot
[131] #ai,#insurtech
[116] mashable,enricomolinari
[108] data,science
[105] #ai,#machinelearning

Top Word Pairs in Tweet in G2:
[202] #fintech,#insurtech
[60] #insurtech,#fintech
[51] #insurtech,#insurance
[50] #insurtech,#startup
[44] world,tour
[40] #startup,#innovation
[40] fintech,magazine
[37] magazine,fintech
[35] #insurance,#insurtech
[33] #innovation,#finserv

Top Word Pairs in Tweet in G3:
[191] wef,enricomolinari
[80] #ai,#iot
[69] #finserv,#insurtech
[61] #smartcities,#esg
[58] #insurtech,#proptech
[57] #esg,#sdgs
[50] enricomolinari,#agritech
[48] #fintech,#finserv
[48] mashable,enricomolinari
[47] #ehealth,#smartcities

Top Word Pairs in Tweet in G4:
[30] #insurance,#insurtech
[26] insurtech,startup
[23] fintech,insurtech
[23] wharton's,fintech
[23] fintech,specialization
[23] specialization,foundations
[23] foundations,applications
[23] applications,financial
[23] financial,technology
[23] technology,crowdfunding

Top Word Pairs in Tweet in G5:
[82] #fintech,#insurtech
[68] #insurtech,#fintech
[54] #ai,#insurtech
[52] #insurtech,#bigdata
[52] #insurtech,#datascience
[49] #iot,#iiot
[48] #iiot,#ai
[47] mikequindazzi,ronald_vanloon
[47] smart,cities
[47] cities,future

Top Word Pairs in Tweet in G6:
[62] build,business
[55] business,#quote
[47] #strategy,#socialmedia
[43] #insurtech,#fintech
[38] #business,#branding
[34] #marketing,#strategy
[32] give,give
[31] don,build
[31] business,build
[31] build,people

Top Word Pairs in Tweet in G7:
[17] 14,fintech
[17] fintech,startups
[17] startups,joining
[17] joining,#catapultafrica
[17] #catapultafrica,2021
[17] 2021,re
[17] re,pleased
[17] pleased,announce
[17] announce,14
[17] 14,companies

Top Word Pairs in Tweet in G8:
[62] #emergingtechnologies,impacting
[62] impacting,industries
[62] industries,#bigdata
[62] #bigdata,#datascience
[62] #datascience,#ai
[60] kirkdborne,#emergingtechnologies
[60] #ai,#machinelearn
[16] pay,12
[16] 12,interest
[16] interest,free

Top Word Pairs in Tweet in G9:
[5] 220,millions
[5] millions,dollars
[5] après,avec_alan
[5] avec_alan,shiftechnology
[5] shiftechnology,démontre
[5] démontre,importance
[5] importance,france
[5] france,#insurtech
[5] #insurtech,félicitations
[4] raised,200m

Top Word Pairs in Tweet in G10:
[6] discussing,insurtech
[6] insurtech,intro
[4] insurance,innovation
[4] intro,polkacover
[4] polkacover,insurance
[4] insurance,meets
[4] meets,nft
[4] mike,wise
[3] insuranceinnov1,discussing
[3] 00,pm

Top Replied-To
Top Replied-To in Entire Graph:
@jamesjwyork
@adminahealth
@getethoslife
@sbernardez
@mmoneymfuture
@guykawasaki
@ianmtl
@s_segal
@aviva
@unifyfcu

Top Replied-To in G1:
@ico_kit
@aviva
@alhurranews
@robgalb
@stratorob

Top Replied-To in G2:
@techstars
@nigelwalsh
@frankdesvignes
@getethoslife
@sabinevdl
@metlife
@trufflecapital
@insuretechnow
@davidbrear
@scor_se

Top Replied-To in G5:
@caninereview

Top Replied-To in G6:
@pierredubosq
@guykawasaki
@avivabrokeruk

Top Replied-To in G7:
@peppermintprin2
@coveainsplc
@thefintechtimes

Top Replied-To in G9:
@shiftechnology
@cyberefund
@getethoslife
@kinsured
@avec_alan

Top Replied-To in G10:
@consulting_lh
@goforsergei
@paul_greyknight

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@globaliqx
@wef
@stratorob
@andi_staub
@mashable
@spirosmargaris
@ipfconline1
@albertogaruccio
@fgraillot

Top Mentioned in G1:
@enricomolinari
@globaliqx
@wef
@andi_staub
@stratorob
@ipfconline1
@mashable
@spirosmargaris
@jblefevre60
@albertogaruccio

Top Mentioned in G2:
@spirosmargaris
@albertogaruccio
@fgraillot
@enricomolinari
@stratorob
@globaliqx
@insuretechnow
@wef
@andi_staub
@xbond49

Top Mentioned in G3:
@enricomolinari
@wef
@mashable
@techinsider
@uniladtech
@enr
@techmenttech
@gigadgets_
@enricomolina
@globaliqx

Top Mentioned in G4:
@togovern
@commonframework
@stockmarkettile
@inclusivitysols
@insuremytrans

Top Mentioned in G5:
@globaliqx
@ronald_vanloon
@mikequindazzi
@enricomolinari
@kash
@wef
@mvollmer1
@spirosmargaris
@mvol
@amardeepkaushal

Top Mentioned in G6:
@stratorob
@enricomolinari
@wef
@spirosmargaris
@globaliqx
@xbond49
@pierrepinna
@dalithsteiger
@floriansemle
@fgraillot

Top Mentioned in G7:
@ctpinclusion
@carriermgmt
@guidewire_pandc
@thefintechtimes
@the_lhoft
@invoicecloud
@munichre
@hellogetsafe
@bymiles
@agnizygner

Top Mentioned in G8:
@kirkdborne
@smarthealth360
@jjdomains
@enricomolinari
@ingliguori
@uniladtech
@techinsider
@mashable
@gigadgets_
@spirosmargaris

Top Mentioned in G9:
@shiftechnology
@getethoslife
@avec_alan
@geoffroyrdb
@globaliqx
@medcitynews
@platformrelay
@sprout_ai
@gcvp
@accel

Top Mentioned in G10:
@insuranceinnov1
@asem_a
@tvw71
@clubhouse
@edgaze
@zinnia1111
@joecmerriman
@donna_scully
@nigelwalsh
@chrisc99

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@marshawright
@cybersec_feeds
@chidambara09
@bella623
@femtech_
@andyvermaut
@bitcoinagile
@crweworld

Top Tweeters in G1:
@jornalistavitor
@sectest9
@cybersec_feeds
@chidambara09
@bella623
@xaelbot
@codedailybot
@sudeepkhatri
@codernotesbot
@cybersecurityn8

Top Tweeters in G2:
@business
@dataaugmented
@code_convention
@legal_alerts
@jeandoobs
@cnbc
@shicooks
@wsj
@carlesdijous
@themrblueprint

Top Tweeters in G3:
@andyvermaut
@bitcoinagile
@annemariayritys
@lorimoreno
@bob_stinson1234
@djzjcz
@evanderburg
@nancyrubin
@valaafshar
@sabinmarketing

Top Tweeters in G4:
@crweworld
@ilcentrotirreno
@thedextazlab
@netsecu
@uohanalilly
@alertastransito
@bizcommunityit
@italiastartup_
@suriyasubraman
@togovern

Top Tweeters in G5:
@bexxmodd
@machinelearnflx
@artificialbra1n
@jj_angelus
@ajblackston
@shoutmgb
@debraruh
@ganjasmokercb
@rldi_lamy
@mdrechsler

Top Tweeters in G6:
@marshawright
@femtech_
@evankirstel
@alevergara78
@zimei_no_ri
@adunlea
@bot_innovation
@pittman_nairobi
@o_g_log
@akwyz

Top Tweeters in G7:
@julietkego
@fintechbot
@don_atngz
@ugodre
@morisatwine
@abiola_usman
@enamara
@lgomezperu
@insurancetimes_
@ambestco

Top Tweeters in G8:
@mench90
@kirkdborne
@chuckdbrooks
@faisal_asif
@bhilai
@jadp
@askn0b0dy
@universeamor
@aditisinghxd
@harbi_nh

Top Tweeters in G9:
@laveilletechno
@ft
@manifattura40
@andreweeckert
@cambnetwork
@medicaliphone
@medcitynews
@andresvarela
@sony
@intelligentins

Top Tweeters in G10:
@lululemon
@thebodycoach
@sharonodea
@donna_scully
@gozwift
@finteched
@christinadove7
@youngmindsuk
@braintumourrsch
@zinnia1111