InsurTech, Twitter, 3/27/2020 11:14:30 PM, 223877


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InsurTech_2020-03-27_04-32-19.xlsx
InsurTech_2020-03-27_04-32-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 27, 2020
Short Description:
InsurTech via NodeXL https://bit.ly/33Sm8TJ
@spirosmargaris
@albertogaruccio
@insurtrek
@stratorob
@fgraillot
@chidambara09
@andi_staub
@fisher85m
@insurtech_ger
@rahul_j_mathur

Top hashtags:
#insurtech
#fintech
#ai
#insurance
#startup
#innovation
#finserv
#bigdata

Description:
Description
The graph represents a network of 2,527 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, 27 March 2020 at 11:33 UTC.

The requested start date was Friday, 27 March 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 3-day, 21-hour, 1-minute period from Monday, 23 March 2020 at 02:59 UTC to Friday, 27 March 2020 at 00:01 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 : 2527
Unique Edges : 4591
Edges With Duplicates : 3884
Total Edges : 8475
Number of Edge Types : 4
Mentions : 1821
MentionsInRetweet : 5046
Tweet : 1448
Replies to : 160
Self-Loops : 1448
Reciprocated Vertex Pair Ratio : 0.0396250532594802
Reciprocated Edge Ratio : 0.0762295081967213
Connected Components : 582
Single-Vertex Connected Components : 413
Maximum Vertices in a Connected Component : 1584
Maximum Edges in a Connected Component : 7285
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.697482
Graph Density : 0.000764506590892784
Modularity : 0.409973
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 2,527 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, 27 March 2020 at 11:33 UTC.

The requested start date was Friday, 27 March 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 3-day, 21-hour, 1-minute period from Monday, 23 March 2020 at 02:59 UTC to Friday, 27 March 2020 at 00:01 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:
[136] https://twinybots.ch/
[50] https://www.industryweek.com/technology-and-iiot/article/21126552/get-ready-because-ai-attacks-are-coming
[50] https://www.datanami.com/2020/03/23/can-ai-find-a-cure-for-covid-19/
[44] https://www.nytimes.com/2020/03/26/science/ai-versus-the-coronavirus.html
[41] https://www.pwc.com/us/en/consumermarkets/assets/pwc-holiday-outlook-wrap-up-health-and-fitness.pdf?utm_content=buffer11d3f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[38] Maret
[37] https://technation.io/report2020/#22-emerging-sectors
[33] https://www.techopedia.com/top-12-ai-use-cases-artificial-intelligence-in-fintech/2/34048
[27] https://www.analyticsinsight.net/experts-opinion-ai-can-empower-doctors-but-cant-replace-them-anytime-soon/
[27] https://www.fintechfutures.com/2020/03/how-machine-learning-can-power-your-business/

Top URLs in Tweet in G1:
[65] https://twinybots.ch/
[30] https://www.techopedia.com/top-12-ai-use-cases-artificial-intelligence-in-fintech/2/34048
[22] https://technation.io/report2020/#22-emerging-sectors
[21] https://www.fintechfutures.com/2020/03/how-machine-learning-can-power-your-business/
[19] https://www.mckinsey.com/business-functions/organization/our-insights/enterprise-agility-buzz-or-business-impact
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223298
[16] https://snip.ly/5evwep
[16] https://www.visiblebanking.com/top-fintech-news-2020-coronavirus-blockchain-insurtech/
[14] https://www.nytimes.com/2020/03/26/science/ai-versus-the-coronavirus.html
[13] https://www.visualcapitalist.com/tech-founders-predict-the-next-wave-of-startup-growth/

Top URLs in Tweet in G2:
[12] https://twinybots.ch/
[6] https://www.industryweek.com/technology-and-iiot/article/21126552/get-ready-because-ai-attacks-are-coming
[4] https://www.mckinsey.com/industries/financial-services/our-insights/ecosystems-and-platforms-how-insurers-can-turn-vision-into-reality
[4] https://technation.io/report2020/#22-emerging-sectors
[4] http://www.startuprad.io/
[3] https://podcasts.apple.com/de/podcast/fintech-germany-by-startuprad-io/id1479208710?l=en
[3] https://claimsplanet.com/insurtech-easing-covid-19-business-strains/
[3] https://finovate.com/konsultas-roland-woerle-on-innovation-incumbency-and-insurtech/
[2] https://www.crowdfundinsider.com/2020/03/159222-u-s-commercial-insurtech-coterie-raises-8-5-million-through-series-a-funding-round-led-by-rpm-ventures/
[2] https://open.spotify.com/show/6dZcUuDX0okerRPRhZxs9V

Top URLs in Tweet in G3:
[33] https://www.pwc.com/us/en/consumermarkets/assets/pwc-holiday-outlook-wrap-up-health-and-fitness.pdf?utm_content=buffer11d3f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[15] https://www.datanami.com/2020/03/23/can-ai-find-a-cure-for-covid-19/
[15] https://www.nytimes.com/2020/03/26/science/ai-versus-the-coronavirus.html
[15] https://www.insurancethoughtleadership.com/how-to-lead-and-collaborate-in-claims/?utm_source=rss&utm_medium=rss&utm_campaign=how-to-lead-and-collaborate-in-claims
[15] https://www.raconteur.net/infographics/industrial-internet-of-things-connected-capabilities
[14] http://www.catchydomainnames.com
[13] https://www.statista.com/study/46031/insurtech/?utm_content=buffer5908f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://www.analyticsinsight.net/experts-opinion-ai-can-empower-doctors-but-cant-replace-them-anytime-soon/
[11] https://www.industryweek.com/technology-and-iiot/article/21126552/get-ready-because-ai-attacks-are-coming
[10] https://www.livemint.com/mint-lounge/business-of-life/to-fight-the-coronavirus-spread-give-artificial-intelligence-a-chance-11585074525850.html

Top URLs in Tweet in G4:
[44] https://twinybots.ch/
[23] https://www.industryweek.com/technology-and-iiot/article/21126552/get-ready-because-ai-attacks-are-coming
[22] https://www.datanami.com/2020/03/23/can-ai-find-a-cure-for-covid-19/
[14] https://www.nytimes.com/2020/03/26/science/ai-versus-the-coronavirus.html
[13] https://artificialintelligence-news.com/2020/03/23/ai-covid-19-ai-tools-services-fighting-coronavirus/
[11] https://www.zmescience.com/science/ai-fraud-detection-0942323/
[10] https://www.analyticsinsight.net/experts-opinion-ai-can-empower-doctors-but-cant-replace-them-anytime-soon/
[10] https://www.zdnet.com/article/artificial-intelligence-is-making-artificial-intelligence-easier-to-build/
[9] https://www.visualcapitalist.com/7-best-covid-19-resources/
[9] https://www.livemint.com/mint-lounge/business-of-life/to-fight-the-coronavirus-spread-give-artificial-intelligence-a-chance-11585074525850.html

Top URLs in Tweet in G5:
[11] https://app.livestorm.co/silicon-valley-insurance-accelerator/optimizing-claims-response-in-the-face-of-a-pandemic
[5] https://www.ey.com/en_gl/innovation-in-insurance/seven-business-models-of-the-future-for-the-insurance-sector
[5] https://moderndiplomacy.eu/2020/03/20/the
[3] https://www.cooperlevenson.com/blog/business-interruption-claims-and-covid-19/
[3] https://paper.li/e-1497498955?edition_id=085bdc50-6d84-11ea-b9b3-002590a5ba2d
[3] https://www.cnbc.com/2020/03/09/how-wealthy-investors-manage-their-portfolios-amid-coronavirus-scare.html?__source=sharebar|twitter&par=sharebar
[2] https://www.dallasnews.com/news/crime/2020/03/18/texas-man-charged-with-false-claim-of-covid-19-diagnosis-says-he-did-so-as-a-social-experiment/
[2] https://www.arity.com/move/four-ways-insurance-industry-can-use-telematics-improve-customer-engagement/
[2] https://sviaccelerator.com/insurtech-conferences-events/
[2] https://app.livestorm.co/silicon-valley-insurance-accelerator/next-gen-p-and-c-customer-engagement-creating-value-in-digital-ecosystems

Top URLs in Tweet in G6:
[3] http://member.fintech.global/2020/03/23/coterie-collects-8-5m-in-oversubscribed-series-a-round/
[3] http://member.fintech.global/2020/03/24/neptune-flood-launches-in-another-three-us-states/
[3] http://member.fintech.global/2020/03/25/input-1-forms-strategic-partnership-with-xceedance/
[2] http://member.fintech.global/2020/03/23/hi-marley-said-to-raise-8m-in-new-round/
[2] http://www.benzinga.com/z/15661104
[1] https://twitter.com/i/web/status/1242409611379888129
[1] https://twitter.com/i/web/status/1242850253495078913
[1] https://twitter.com/i/web/status/1242863896261619712
[1] https://twitter.com/i/web/status/1243105801209647105
[1] https://twitter.com/i/web/status/1242379631077949440

Top URLs in Tweet in G7:
[4] https://www.insurancethoughtleadership.com/state-of-insurance-an-infographic/?utm_source=slipcase&utm_medium=affiliate&utm_campaign=slipcase
[2] https://www.insurancejournal.com/news/national/2020/03/19/561735.htm?utm_source=slipcase&utm_medium=affiliate&utm_campaign=slipcase
[2] https://www.linkedin.com/posts/billy-van-jura-9a114b199_wfh-insurance-insurtech-activity-6647840944903213056-Ejxf
[2] https://www.insurancethoughtleadership.com/insurtech-a-decade-gone-a-decade-ahead/
[1] https://versicherungsmonitor.de/2020/03/19/corona-roundup-insurtech-messe-debeka-lloyds/
[1] https://twitter.com/i/web/status/1243066527445848064
[1] https://www.zurich.com/en/knowledge/topics/global-risks/covid-19-the-interconnected-consequences
[1] https://twitter.com/i/web/status/1242102813867544577
[1] https://www.linkedin.com/pulse/covid-19-insurance-innovation-your-time-has-come-matthew-grant/
[1] https://twitter.com/voiceoffintech/status/1242432458810896384

Top URLs in Tweet in G8:
[18] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=c261c062-1e8e-4e1f-a94f-e074fbdc91c4&f=103289
[11] https://engage.bah.com/Article/Redirect/bd0ac860-8d97-4c84-9255-7bd74390ccf1?uc=30185&g=73339bf0-6844-45d2-83fd-d7b3b1c6f213&f=70243
[2] https://twinybots.ch/
[2] https://essentials.news/en/future-of-money/article?url=https://medium.com/craft-ventures/blitzfail-how-not-to-go-off-the-rails-24ccaf92c410
[1] https://twitter.com/i/web/status/1242676444830064640
[1] https://twitter.com/i/web/status/1242671055556292610
[1] https://twitter.com/i/web/status/1242671299647897600
[1] https://twitter.com/i/web/status/1242826568969396224
[1] https://twitter.com/i/web/status/1242716704217665537
[1] https://technation.io/report2020/#20-emerging-tech

Top URLs in Tweet in G9:
[38] Maret
[19] 2020|afternoon|Feed
[19] To
[19] Article|null&utm_content=all&variation=bhs
[16] https://www.futuready.com/artikel/motor/motor-rusak-2/?utm_source=facebook&utm_medium=post&utm_campaign=facebook|post|23
[16] 2020|organic|all|bhs|article|23
[2] http://www.futuready.com/
[2] https://www.futuready.com/artikel/travel/visataiwan/?utm_source=facebook&utm_medium=post&utm_campaign=facebook|post|17
[2] 2020|organic|all|bhs|article|17
[1] https://twitter.com/i/web/status/1242199836767608832

Top URLs in Tweet in G10:
[6] https://twinybots.ch/
[2] https://www.fintechmagazine.com/fintech/how-data-analytics-and-iot-are-driving-insurtech-growth
[2] https://hartfordinsurtechhub.com/what-does-covid-19-mean-for-insurtechs/
[1] https://twitter.com/i/web/status/1243208241825419265
[1] https://twitter.com/i/web/status/1242403966014631941
[1] https://technation.io/report2020/#13-unicorns
[1] https://twitter.com/i/web/status/1243118981067821056
[1] https://twitter.com/i/web/status/1243113255519825920
[1] https://insurance-edge.net/2020/03/26/italian-insurtech-association-founded-to-promote-innovation/
[1] https://twitter.com/i/web/status/1243114066178191362

Top Domains
Top Domains in Tweet in Entire Graph:
[1196] twitter.com
[177] paper.li
[136] twinybots.ch
[108] snip.ly
[93] technation.io
[79] mckinsey.com
[73] insurancethoughtleadership.com
[69] insurtechnews.com
[56] co.uk
[52] visiblebanking.com

Top Domains in Tweet in G1:
[358] twitter.com
[85] snip.ly
[65] twinybots.ch
[60] insurtechnews.com
[56] technation.io
[55] mckinsey.com
[38] visiblebanking.com
[32] techopedia.com
[31] insurancethoughtleadership.com
[31] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[200] twitter.com
[35] paper.li
[12] twinybots.ch
[6] industryweek.com
[6] technation.io
[6] co.uk
[5] fintechmagazine.com
[5] crowdfundinsider.com
[4] mckinsey.com
[4] nuzzel.com

Top Domains in Tweet in G3:
[128] twitter.com
[33] pwc.com
[23] insurancethoughtleadership.com
[21] analyticsinsight.net
[15] datanami.com
[15] nytimes.com
[15] raconteur.net
[14] catchydomainnames.com
[13] co.uk
[13] forbes.com

Top Domains in Tweet in G4:
[120] twitter.com
[44] twinybots.ch
[23] industryweek.com
[22] datanami.com
[16] analyticsinsight.net
[16] zdnet.com
[14] forbes.com
[14] nytimes.com
[13] artificialintelligence-news.com
[12] visualcapitalist.com

Top Domains in Tweet in G5:
[51] twitter.com
[14] paper.li
[13] livestorm.co
[8] linkedin.com
[6] moderndiplomacy.eu
[5] ey.com
[4] friendlyagentbot.com
[3] sviaccelerator.com
[3] cooperlevenson.com
[3] forbes.com

Top Domains in Tweet in G6:
[33] twitter.com
[13] fintech.global
[2] linkedin.com
[2] benzinga.com
[1] entrepreneur.com
[1] businessinsider.in
[1] techcrunch.com
[1] mckinsey.com
[1] plugandplaytechcenter.com
[1] visualcapitalist.com

Top Domains in Tweet in G7:
[25] twitter.com
[9] paper.li
[6] insurancethoughtleadership.com
[5] linkedin.com
[5] insurancejournal.com
[1] versicherungsmonitor.de
[1] zurich.com
[1] mailchi.mp
[1] insurtechnews.com
[1] fitchratings.com

Top Domains in Tweet in G8:
[29] bah.com
[10] twitter.com
[2] twinybots.ch
[2] essentials.news
[1] technation.io
[1] industryweek.com

Top Domains in Tweet in G9:
[21] futuready.com
[18] twitter.com

Top Domains in Tweet in G10:
[8] twitter.com
[6] twinybots.ch
[3] fintechmagazine.com
[2] hartfordinsurtechhub.com
[1] technation.io
[1] insurance-edge.net
[1] the-digital-insurer.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2939] insurtech
[2250] fintech
[1071] ai
[666] insurance
[534] startup
[382] innovation
[328] finserv
[310] bigdata
[294] covid19
[284] artificialintelligence



Top Hashtags in Tweet in G1:
[1098] insurtech
[891] fintech
[391] startup
[368] ai
[307] insurance
[229] finserv
[215] innovation
[98] covid19
[94] digital
[84] ml

Top Hashtags in Tweet in G2:
[251] insurtech
[68] fintech
[44] insurance
[14] innovation
[13] banking
[13] ai
[7] covid19
[7] artificialintelligence
[6] digitalization
[6] iot

Top Hashtags in Tweet in G3:
[730] fintech
[624] insurtech
[429] ai
[219] cybersecurity
[203] bigdata
[193] iot
[105] blockchain
[101] artificialintelligence
[100] tech
[94] innovation

Top Hashtags in Tweet in G4:
[348] insurtech
[311] fintech
[162] ai
[96] artificialintelligence
[75] covid19
[67] coronavirus
[59] healthcare
[57] insurance
[45] startup
[28] innovation

Top Hashtags in Tweet in G5:
[65] insurtech
[31] fintech
[23] insurance
[18] ai
[9] startup
[8] ml
[6] webinar
[6] mutual
[5] covid19
[5] artificialintelligence

Top Hashtags in Tweet in G6:
[35] insurtech
[27] insurance
[16] fintech
[4] india
[3] startup
[3] innovation
[3] us
[2] b2c
[2] covid19
[1] lending

Top Hashtags in Tweet in G7:
[36] insurtech
[34] insurance
[34] insurtechchat
[12] chat
[2] covid19
[2] marketing
[1] corona
[1] insurnxt
[1] lloyd
[1] bildungsangeboten

Top Hashtags in Tweet in G8:
[29] bigdata
[27] datascience
[27] ai
[18] emergingtechnologies
[9] datamining
[8] fintech
[6] insurtech
[5] startup
[3] banking
[3] finserv

Top Hashtags in Tweet in G9:
[38] artikelfutuready
[30] futuready
[25] mylifemychoicemyfuture
[25] insurtech
[5] tipsfutuready
[1] futureadypedia
[1] isramiraj
[1] jokowi
[1] ibundajokowi

Top Hashtags in Tweet in G10:
[20] insurtech
[11] fintech
[10] assurtech
[9] digital
[5] digitaltransformation
[5] covidー19
[4] startups
[3] innovation
[3] 1jour1post
[3] assurance

Top Words
Top Words in Tweet in Entire Graph:
[2788] Words in Sentiment List#1: Positive
[1061] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[76858] Non-categorized Words
[80708] Total Words
[2933] #insurtech
[2250] #fintech
[1073] #ai
[666] #insurance
[534] #startup

Top Words in Tweet in G1:
[1097] #insurtech
[891] #fintech
[391] #startup
[368] #ai
[355] albertogaruccio
[307] #insurance
[229] #finserv
[215] #innovation
[188] stratorob
[172] lutzkiesewetter

Top Words in Tweet in G2:
[251] #insurtech
[105] insurtech
[68] #fintech
[56] insurance
[44] #insurance
[31] latest
[27] fintech
[21] daily
[19] more
[17] covid

Top Words in Tweet in G3:
[730] #fintech
[624] #insurtech
[431] #ai
[219] #cybersecurity
[203] #bigdata
[193] #iot
[185] andi_staub
[184] spirosmargaris
[130] fisher85m
[105] #blockchain

Top Words in Tweet in G4:
[348] #insurtech
[311] #fintech
[187] spirosmargaris
[162] #ai
[96] #artificialintelligence
[75] #covid19
[67] #coronavirus
[59] #healthcare
[57] #insurance
[45] #startup

Top Words in Tweet in G5:
[65] #insurtech
[31] #fintech
[23] #insurance
[22] rd
[21] sviaccelerator
[18] covid
[18] 19
[18] #ai
[17] insurance
[17] insurtech

Top Words in Tweet in G6:
[51] insurtech_uk
[46] backstop_insure
[44] instech_london
[36] rahul_j_mathur
[30] #insurtech
[27] #insurance
[16] #fintech
[14] time
[12] thank
[12] much

Top Words in Tweet in G7:
[51] minh_q_tran
[36] #insurtech
[34] #insurance
[34] #insurtechchat
[23] insurers
[21] insurance
[17] voiceoffintech
[17] latest
[16] insurtech
[15] rudi

Top Words in Tweet in G8:
[29] #bigdata
[27] #datascience
[27] #ai
[22] kirkdborne
[21] industries
[18] #emergingtechnologies
[18] impacting
[15] gt
[12] #machinelearn
[11] top

Top Words in Tweet in G9:
[96] futureadyid
[52] ini
[46] cek
[44] untuk
[38] dan
[38] sering
[38] #artikelfutuready
[35] tidak
[35] artikel
[34] jenis

Top Words in Tweet in G10:
[20] #insurtech
[11] #fintech
[10] #assurtech
[9] #digital
[7] aujourd'hui
[7] shiftechnology
[7] mettre
[7] lumière
[6] aider
[5] philpoirot

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1180] #fintech,#insurtech
[342] #insurtech,#startup
[322] #insurtech,#fintech
[210] #startup,#innovation
[170] #insurance,#insurtech
[137] covid,19
[127] #insurtech,#healthcare
[116] #innovation,#finserv
[110] use,cases
[107] #ai,#fintech

Top Word Pairs in Tweet in G1:
[518] #fintech,#insurtech
[256] #insurtech,#startup
[161] #startup,#innovation
[89] #insurance,#insurtech
[89] #innovation,#finserv
[72] #insurtech,#fintech
[63] #ml,#fintech
[60] here's,list
[60] list,#fintech
[60] #insurtech,firms

Top Word Pairs in Tweet in G2:
[37] #fintech,#insurtech
[15] covid,19
[11] insurtech,association
[10] #insurance,#insurtech
[9] #insurtech,#insurance
[9] italian,insurtech
[7] #innovation,#insurtech
[6] stackpath,#artificialintelligence
[6] #artificialintelligence,#fintech
[6] #insurtech,#fintech

Top Word Pairs in Tweet in G3:
[304] #fintech,#insurtech
[127] #insurtech,#fintech
[66] gt,gt
[65] #ai,#fintech
[64] use,cases
[57] #blockchain,use
[57] #iot,#industry40
[50] #bitcoin,fisher85m
[44] #fintech,#bitcoin
[40] #ai,#bigdata

Top Word Pairs in Tweet in G4:
[222] #fintech,#insurtech
[54] #insurtech,#healthcare
[34] good,read
[34] #covid19,#fintech
[32] spirosmargaris,#artificialintelligence
[29] spirosmargaris,good
[26] #insurtech,#startup
[23] #insurtech,#artificialintelligence
[23] #coronavirus,#fintech
[23] #artificialintelligence,find

Top Word Pairs in Tweet in G5:
[18] covid,19
[17] #fintech,#insurtech
[10] daily,thanks
[8] latest,insurtech
[8] insurtech,hartford
[8] hartford,daily
[8] #ml,#fintech
[7] #insurtech,#startup
[7] chisel,ai
[6] infinilytics,free

Top Word Pairs in Tweet in G6:
[43] insurtech_uk,instech_london
[42] backstop_insure,insurtech_uk
[21] rahul_j_mathur,backstop_insure
[11] #insurtech,#insurance
[10] #fintech,#insurtech
[8] instech_london,thank
[8] #insurance,co's
[8] covid,19
[5] very,much
[5] three,things

Top Word Pairs in Tweet in G7:
[15] minh_q_tran,#insurtechchat
[15] rudi,falat
[15] #insurtechchat,minh_q_tran
[15] minh_q_tran,voiceoffintech
[13] #insurance,#insurtech
[12] #insurtech,#chat
[9] latest,contini
[9] contini,marco
[8] ready,future
[8] future,#insurance

Top Word Pairs in Tweet in G8:
[27] #bigdata,#datascience
[18] #emergingtechnologies,impacting
[18] impacting,industries
[18] industries,#bigdata
[16] #datascience,#ai
[13] kirkdborne,#emergingtechnologies
[12] #ai,#machinelearn
[11] top,ways
[11] ways,artificial
[11] artificial,intelligence

Top Word Pairs in Tweet in G9:
[32] artikel,ini
[25] #mylifemychoicemyfuture,#insurtech
[24] #futuready,#mylifemychoicemyfuture
[23] cek,tips
[23] #artikelfutuready,#futuready
[19] membeli,mobil
[19] pada,artikel
[18] tidak,salah
[17] berniat,membeli
[17] mobil,untuk

Top Word Pairs in Tweet in G10:
[7] mettre,lumière
[6] #insurtech,#fintech
[5] sommes,convaincus
[5] convaincus,#assurtech
[5] #assurtech,#insurtech
[5] #fintech,ont
[5] ont,belles
[5] belles,solutions
[5] solutions,soumettre
[5] soumettre,#covidー19

Top Replied-To
Top Replied-To in Entire Graph:
@futureadyid
@rahul_j_mathur
@lutzkiesewetter
@mp_insurtech
@negatingspirit
@de_insurtech
@insurtech_ger
@jakob__17
@jamesjwyork
@minh_q_tran

Top Replied-To in G1:
@lutzkiesewetter
@de_insurtech
@rahul_j_mathur
@insurtech_ger
@dfv_ag
@manulife
@xbond49
@jbarbosapr
@sarahkocianski
@minh_q_tran

Top Replied-To in G2:
@wcuadrada

Top Replied-To in G3:
@stratorob
@fmfrancoise
@techpearce2

Top Replied-To in G5:
@insurtechny
@adminahealth

Top Replied-To in G6:
@rahul_j_mathur
@jamesjwyork
@gsw2301
@embeddedfinance
@psb_dc
@nigelwalsh
@lucepteam
@sowmyarao_
@krmoorthy
@shankarsundar

Top Replied-To in G7:
@minh_q_tran
@insurancegeny
@billyjura

Top Replied-To in G9:
@futureadyid

Top Replied-To in G10:
@mondaydotcom
@digitalinsurer
@fgraillot

Top Mentioned
Top Mentioned in Entire Graph:
@spirosmargaris
@albertogaruccio
@andi_staub
@stratorob
@fgraillot
@lutzkiesewetter
@fisher85m
@dfv_ag
@minh_q_tran
@sabinevdl

Top Mentioned in G1:
@albertogaruccio
@stratorob
@fgraillot
@lutzkiesewetter
@spirosmargaris
@dfv_ag
@andi_staub
@insurtechtalk
@maxjcm
@visible_banking

Top Mentioned in G2:
@wcuadrada
@ralphtalmont
@mike_daly1

Top Mentioned in G3:
@andi_staub
@spirosmargaris
@fisher85m
@albertogaruccio
@stratorob
@24kmedia
@globaliqx
@vladobotsvadze
@pierrepinna
@siddhartha265

Top Mentioned in G4:
@spirosmargaris
@albertogaruccio
@stratorob
@andi_staub
@sabinevdl
@jamesvgingerich
@verdictuk
@p
@jblefevre60
@lago72

Top Mentioned in G5:
@sviaccelerator
@infinilytics
@jasonwgross
@emcinsurance
@insurance_innov
@eynews
@benicmif
@insurtechhfd
@fnoinsuretech
@mdiplomacyworld

Top Mentioned in G6:
@insurtech_uk
@backstop_insure
@instech_london
@rahul_j_mathur
@hazardhubusa
@technation
@albertogaruccio
@britishinsurers
@linkedin
@fgraillot

Top Mentioned in G7:
@minh_q_tran
@voiceoffintech
@odysseuspartner
@sapinsurance
@ijournal
@itlupdates
@sabi
@fitchratings
@odyss

Top Mentioned in G8:
@kirkdborne
@healthmarkets4u
@claudiomkd
@albertogaruccio
@spirosmargaris
@prakashadvani

Top Mentioned in G9:
@futureadyid
@jokowi
@lindasajaa
@nurulhikmahx
@lindaangeline02

Top Mentioned in G10:
@shiftechnology
@philpoirot
@azure
@francefintech
@assur
@dreamquark
@fgraillot
@getbequest
@eficiens_am
@digitalinsurer

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@robre62
@cyberdomain
@chidambara09
@clairebotai
@evankirstel
@sainsburys
@cybersec_feeds
@ottlegalrebels
@thomasclone

Top Tweeters in G1:
@clairebotai
@sainsburys
@billnigh
@kotaknaren
@lelkan
@nicochan33
@akwyz
@gezgintrk
@irishexaminer
@zenon8703

Top Tweeters in G2:
@bhumharit
@machinelearnflx
@saeedbaygi
@rsenquiries
@nmachijidenma
@rehownet2
@alphadealgroup
@vizworld
@ecommerce_de
@orlandojobtweet

Top Tweeters in G3:
@sectest9
@cyberdomain
@chidambara09
@evankirstel
@cybersec_feeds
@ottlegalrebels
@boxticker
@iam__network
@santchiweb
@fintechna

Top Tweeters in G4:
@itknowingness
@guardian
@combatsespoir
@nmugai
@trippbraden
@nancyrubin
@nomoreslaves
@vivmilano
@digitaljournal
@parvez1

Top Tweeters in G5:
@forbes
@natlawreview
@dallasnews
@metlife
@shhmomsreading
@deborahdian
@wiomax_pa
@risto_matti
@joseworkstech
@primepay

Top Tweeters in G6:
@benzinga
@jamesjwyork
@steve_e
@sowmyarao_
@margueritetort
@icicilombard
@johnsiegman
@technation
@ranjeetkmishra
@a16z

Top Tweeters in G7:
@continimarco
@mangeles_hm
@ijournal
@abrahamhanna17
@bescanza
@jennifersvc
@fitchratings
@tmetzner
@insurtech_cap
@seedfounders

Top Tweeters in G8:
@ricardo_ik_ahau
@akdm_bot
@wil_bielert
@kirkdborne
@mattpt55
@dcarsoncpafnrsk
@claudiomkd
@yogeshbang
@markj_ohnson
@amgauna

Top Tweeters in G9:
@lindaangeline02
@qolbiku
@aandaliman_
@sacretlyardianz
@noviirraaa
@sursur07
@chiewahyuni_sri
@lindasajaa
@sosohib
@alikayyis

Top Tweeters in G10:
@jeandoobs
@advimotion_fr
@azure
@labordeolivier
@yixuantu1
@microsoft
@yann_fontes
@francefintech
@mondaydotcom
@eficiens_am


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