InsurTech, Twitter, 3/13/2020 2:07:20 PM, 222869


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InsurTech_2020-03-12_22-31-21.xlsx
InsurTech_2020-03-12_22-31-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 13, 2020
Short Description:
InsurTech via NodeXL http://bit.ly/2IH6NeD
@albertogaruccio
@spirosmargaris
@lutzkiesewetter
@fgraillot
@andi_staub
@visible_banking
@chidambara09
@globaliqx
@nigelwalsh
@insurtechnews

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

Description:
Description
The graph represents a network of 2,825 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, 13 March 2020 at 05:32 UTC.

The requested start date was Friday, 13 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, 13-hour, 2-minute period from Monday, 09 March 2020 at 10:57 UTC to Thursday, 12 March 2020 at 23:59 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 : 2825
Unique Edges : 4838
Edges With Duplicates : 3064
Total Edges : 7902
Number of Edge Types : 4
MentionsInRetweet : 4694
Tweet : 1546
Mentions : 1542
Replies to : 120
Self-Loops : 1546
Reciprocated Vertex Pair Ratio : 0.0394295302013423
Reciprocated Edge Ratio : 0.0758676351896691
Connected Components : 571
Single-Vertex Connected Components : 394
Maximum Vertices in a Connected Component : 1867
Maximum Edges in a Connected Component : 6651
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.388325
Graph Density : 0.000621223896312267
Modularity : 0.473645
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 2,825 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, 13 March 2020 at 05:32 UTC.

The requested start date was Friday, 13 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, 13-hour, 2-minute period from Monday, 09 March 2020 at 10:57 UTC to Thursday, 12 March 2020 at 23:59 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:
[128] https://twinybots.ch/
[44] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=c261c062-1e8e-4e1f-a94f-e074fbdc91c4&f=103289
[38] https://www.digitalpulse.pwc.com.au/smart-city-data-governance/
[38] https://www.fintechmagazine.com/fintech/how-chatbots-are-driving-insurtech
[34] https://www.analyticsinsight.net/how-to-create-values-and-ethics-to-ai-in-the-workplace
[34] https://tech.eu/brief/london-based-insurtech-startup-instanda-raises-19-5-million/
[33] https://medium.com/@tomaspueyo/coronavirus-act-today-or-people-will-die-f4d3d9cd99ca
[29] https://analyticsindiamag.com/the-tech-behind-ubers-bet-on-self-driving-cars/
[27] https://blogs.scientificamerican.com/observations/mind-reading-and-mind-control-technologies-are-coming/
[27] https://www.brookings.edu/research/ai-needs-more-regulation-not-less/

Top URLs in Tweet in G1:
[17] https://twinybots.ch/
[14] https://techcrunch.com/2020/03/12/insurtech-startup-akur8-raises-8-9m-from-blackfin-and-mtech-capital/?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.fintechmagazine.com/fintech/how-chatbots-are-driving-insurtech
[5] https://techcrunch.com/2020/03/12/insurtech-startup-akur8-raises-8-9m-from-blackfin-and-mtech-capital/
[4] https://techcrunch.com/2020/03/12/insurtech-startup-akur8-raises-8-9m-from-blackfin-and-mtech-capital/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Techcrunch+%28TechCrunch%29
[3] https://tech.eu/brief/london-based-insurtech-startup-instanda-raises-19-5-million/
[3] https://www.cityandstateny.com/articles/policy/technology/%E2%80%98insurtech%E2%80%99-here-stay.html
[3] https://tech.eu/brief/akur8-series-a/
[3] https://www.crowdfundinsider.com/2020/03/158649-insurtech-cathay-financial-joins-plug-and-plays-insurance-technology-program-in-singapore/
[2] https://www.it-finanzmagazin.de/interview-insurtech-hepster-versicherungen-technologie-marktmacht-102349/

Top URLs in Tweet in G2:
[29] https://medium.com/@tomaspueyo/coronavirus-act-today-or-people-will-die-f4d3d9cd99ca
[20] https://analyticsindiamag.com/the-tech-behind-ubers-bet-on-self-driving-cars/
[20] http://r.socialstudio.radian6.com/75b5f39c-46fe-435a-9816-cae28ab55dd1
[17] https://www.coindesk.com/preston-byrne-survive-the-coronavirus-startup-legal-guide
[16] https://link.medium.com/boCIxuu781
[13] https://www.brookings.edu/research/ai-needs-more-regulation-not-less/
[13] https://www.fintechmagazine.com/fintech/how-chatbots-are-driving-insurtech
[13] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=c261c062-1e8e-4e1f-a94f-e074fbdc91c4&f=103289
[13] https://www.techrepublic.com/article/cybersecurity-pros-are-using-artificial-intelligence-but-still-prefer-the-human-touch/
[12] https://www.popularmechanics.com/technology/infrastructure/a31401964/self-driving-cars-coronavirus/

Top URLs in Tweet in G3:
[12] https://app.livestorm.co/silicon-valley-insurance-accelerator/next-gen-on-demand-insurance-trends-requirements-and-strategies
[10] https://twinybots.ch/
[9] https://snip.ly/dvsu65
[9] http://TheHerdLocker.com
[8] http://nodexlgraphgallery.org/Pages/Graph.as
[8] https://www.bloomberg.com/news/articles/2020-03-09/aon-agrees-to-buy-willis-towers-watson-in-30-billion-deal
[8] http://customerthink.com/employee-experience-8-ways-leaders-must-lead-differently/
[7] https://snip.ly/tb90te
[6] https://bdaily.co.uk/articles/2020/03/10/london-insurtech-secures-195m-funding-to-accelerate-global-expansion
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222078

Top URLs in Tweet in G4:
[67] https://twinybots.ch/
[21] https://www.digitalpulse.pwc.com.au/smart-city-data-governance/
[20] https://blogs.scientificamerican.com/observations/mind-reading-and-mind-control-technologies-are-coming/
[16] https://www.forbes.com/sites/bernardmarr/2020/02/28/can-machines-and-artificial-intelligence-be-creative/#227c86024580
[15] https://www.analyticsinsight.net/how-to-create-values-and-ethics-to-ai-in-the-workplace
[12] https://www.trendhunter.com/slideshow/march-2020-tech
[11] https://www.fintechmagazine.com/fintech/how-chatbots-are-driving-insurtech
[11] https://www.fintechtalents.com/are-cool-banks-delivering-on-fintech/
[10] https://eloqua.insurancenexus.com/LP=26754
[10] https://www.forbes.com/sites/cognitiveworld/2019/12/13/new-financial-institutions-optimized-for-people-60/amp/

Top URLs in Tweet in G5:
[27] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=c261c062-1e8e-4e1f-a94f-e074fbdc91c4&f=103289
[2] https://www.jdsupra.com/legalnews/fbi-says-half-of-3-5-billion-cyber-77878/
[2] https://www.starcomsystems.com/partners/
[2] https://www.starcomsystems.com/2020/02/25/major-disruptors-for-shipping-in-2020/
[2] https://worldmaritimenews.com/archives/292120/uecc-goodfuels-to-test-biofuel-on-roro-vessel/
[2] https://www.automotive-fleet.com/351472/undertaking-the-complexities-of-fleet
[2] https://www.businessinsider.in/business/news/how-5g-iot-technologies-are-driving-the-connected-smart-vehicle-industry/articleshow/74567877.cms
[2] https://www.starcomsystems.com/2019/04/29/the-monitoring-of-chemical-tank-containers/
[2] https://www.maritime-executive.com/editorials/putin-unveils-more-plans-to-boost-northern-sea-route
[2] https://snip.ly/dvsu65

Top URLs in Tweet in G6:
[11] https://www.inc.com/soren-kaplan/why-no-code-low-code-software-is-industry-disruptor-you-should-pay-attention-to.html
[7] https://www.insurancethoughtleadership.com/how-machine-learning-halts-data-breaches/
[7] https://www.mckinsey.com/industries/financial-services/our-insights/insurance-2030-the-impact-of-ai-on-the-future-of-insurance?cid=soc-web
[6] https://www.linkedin.com/posts/the-artificialintelligence-expert_ai-insurtech-cio-activity-6643195870915420160-F0uG
[6] https://bothsidesofthetable.com/funding-in-the-time-of-coronavirus-9bcf7cdfd357
[4] https://www.analyticsinsight.net/how-to-create-values-and-ethics-to-ai-in-the-workplace
[4] https://www.forbes.com/sites/bernardmarr/2020/02/24/the-9-best-free-online-data-science-courses-in-2020/
[3] https://www.digitalpulse.pwc.com.au/smart-city-data-governance/
[3] https://www.capgemini.com/research/sustainability-in-automotive/?utm_source=influencer&utm_medium=social&utm_content=automotive_none_image_report_influencergroup&utm_campaign=Auto_cri_sustainability_automotive
[2] https://globalinsurancesymposium.com/schedule/

Top URLs in Tweet in G7:
[7] https://twinybots.ch/
[4] https://www.fintechmagazine.com/fintech/how-chatbots-are-driving-insurtech
[3] https://riskandinsurance.com/its-2020-and-only-20-of-companies-are-ready-for-a-ransomware-attack/
[3] https://analyticsindiamag.com/the-tech-behind-ubers-bet-on-self-driving-cars/
[3] https://www.analyticsinsight.net/how-to-create-values-and-ethics-to-ai-in-the-workplace
[2] https://www.linkedin.com/pulse/how-does-carticaai-change-world-artificial-dr-karl-thomas-neumann/
[2] https://www.popularmechanics.com/technology/infrastructure/a31401964/self-driving-cars-coronavirus/
[2] https://insurtechnews.com/aggregator/behind-cxas-difficult-journey-to-launching-its-ambitious-insurtech-platform
[2] https://www.forbes.com/sites/cognitiveworld/2020/03/05/will-there-be-a-kill-switch-for-ai/#4c956a842ef5
[2] https://www.dig-in.com/opinion/how-ai-will-improve-cx-in-insurance

Top URLs in Tweet in G8:
[5] https://ii.11fs.com/59
[4] https://www.dig-in.com/news/lincoln-financial-taps-software-from-munich-res-insurtech-unit
[4] https://shar.es/aHbnbl
[2] https://investingnews.com/innspired/how-insurtech-is-bridging-the-coverage-gap-in-vacation-hospitality/
[2] https://twinybots.ch/
[2] https://www.reinsurancene.ws/insurtech-next-insurance-grows-premium-base-enters-ny-market/
[2] https://www.crowdfundinsider.com/2020/03/158420-insurtech-ny-announces-global-insurtech-competition-finalists/
[1] https://twitter.com/i/web/status/1237737354888130560
[1] http://iireporter.com/the-human-touch-the-untapped-opportunity-for-making-ai-work-for-insurance/
[1] https://twitter.com/i/web/status/1237049803470757890

Top URLs in Tweet in G9:
[11] https://sharedhere.com/@TechInAsia_Premium/behind-cxas-difficult-journey-to-launching-its-ambitious-insurtech-platform-LydUER3cBG8v43EY5s9pWF
[7] https://www.techinasia.com/cxas-difficult-journey-launching-ambitious-insurtech-platform
[5] https://tech.eu/brief/london-based-insurtech-startup-instanda-raises-19-5-million/
[3] https://www.finextra.com/newsarticle/35430/insurtech-instanda-raises-195m
[3] https://tech.eu/brief/akur8-series-a/
[3] https://insurzine.com/assicurazione-vita-munich-re-automation-solutions-presenta-un-tool-di-sottoscrizione-automatizzato/
[2] https://www.insurancebusinessmag.com/us/news/breaking-news/munich-re-automation-solutions-on-the-rise-of-the-insurtech-sector-216304.aspx#.XmZ3vvkkOZ0.twitter
[2] https://insurtechnews.com/aggregator/munich-re-automation-solutions-on-the-rise-of-the-insurtech-sector
[2] http://www.businessinsider.com/insurtech-research-financial-technology-and-the-insurance-industry-2016-9
[2] https://www.techinasia.com/cxas-cash-crunch-internal-struggles-highprofile-departures

Top URLs in Tweet in G10:
[2] https://www.it-finanzmagazin.de/interview-insurtech-hepster-versicherungen-technologie-marktmacht-102349/
[1] https://twitter.com/i/web/status/1238153824478650372
[1] https://twitter.com/i/web/status/1236985627687690241
[1] https://twitter.com/i/web/status/1237061047233794048
[1] https://twitter.com/i/web/status/1237348276459970560
[1] https://twitter.com/i/web/status/1237425015131385856
[1] https://www.digitalinsuranceagenda.com/thought-leadership/easy-actionable-overviews-in-the-dia-top-100-insurtechs-2019/
[1] https://twitter.com/i/web/status/1237713151157731330
[1] https://twitter.com/i/web/status/1237759223456464897
[1] https://twitter.com/i/web/status/1237789925044563969

Top Domains
Top Domains in Tweet in Entire Graph:
[1369] twitter.com
[128] twinybots.ch
[117] paper.li
[90] forbes.com
[76] insurtechnews.com
[74] fintechmagazine.com
[67] tech.eu
[65] co.uk
[60] medium.com
[55] snip.ly

Top Domains in Tweet in G1:
[241] twitter.com
[32] paper.li
[24] techcrunch.com
[17] twinybots.ch
[14] co.uk
[10] linkedin.com
[8] tech.eu
[7] crowdfundinsider.com
[7] fintechmagazine.com
[6] forbes.com

Top Domains in Tweet in G2:
[205] twitter.com
[49] medium.com
[26] forbes.com
[24] tech.eu
[21] analyticsindiamag.com
[20] radian6.com
[17] coindesk.com
[17] snip.ly
[16] fintechmagazine.com
[16] iammarketingmedia.com

Top Domains in Tweet in G3:
[214] twitter.com
[31] insurtechnews.com
[31] snip.ly
[18] co.uk
[17] fintech.global
[16] fintechmagazine.com
[13] nodexlgraphgallery.org
[12] livestorm.co
[11] paper.li
[10] theherdlocker.com

Top Domains in Tweet in G4:
[152] twitter.com
[67] twinybots.ch
[31] forbes.com
[23] insurtechnews.com
[21] com.au
[20] scientificamerican.com
[20] fintechmagazine.com
[19] iireporter.com
[16] co.uk
[16] starcomsystems.com

Top Domains in Tweet in G5:
[27] bah.com
[18] twitter.com
[6] starcomsystems.com
[2] jdsupra.com
[2] worldmaritimenews.com
[2] automotive-fleet.com
[2] businessinsider.in
[2] maritime-executive.com
[2] snip.ly
[2] analyticsinsight.net

Top Domains in Tweet in G6:
[81] twitter.com
[13] linkedin.com
[11] inc.com
[10] forbes.com
[8] insurancethoughtleadership.com
[7] mckinsey.com
[6] bothsidesofthetable.com
[4] analyticsinsight.net
[4] tech.eu
[3] com.au

Top Domains in Tweet in G7:
[19] twitter.com
[8] paper.li
[7] twinybots.ch
[5] fintechmagazine.com
[3] riskandinsurance.com
[3] analyticsindiamag.com
[3] insurtechnews.com
[3] forbes.com
[3] insurancethoughtleadership.com
[3] insurancebusinessmag.com

Top Domains in Tweet in G8:
[20] twitter.com
[5] 11fs.com
[4] dig-in.com
[4] crowdfundinsider.com
[4] shar.es
[2] investingnews.com
[2] twinybots.ch
[2] reinsurancene.ws
[2] siliconcanals.com
[1] iireporter.com

Top Domains in Tweet in G9:
[16] twitter.com
[11] sharedhere.com
[10] techinasia.com
[8] tech.eu
[7] insurzine.com
[6] finextra.com
[4] insurancebusinessmag.com
[2] insurtechnews.com
[2] businessinsider.com
[2] ekinsurance.com

Top Domains in Tweet in G10:
[28] twitter.com
[5] digitalinsuranceagenda.com
[2] it-finanzmagazin.de
[1] newplayersnetwork.jetzt
[1] chisel.ai

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2491] insurtech
[1868] fintech
[975] ai
[666] insurance
[441] startup
[399] innovation
[320] artificialintelligence
[303] bigdata
[268] blockchain
[260] finserv



Top Hashtags in Tweet in G1:
[140] insurtech
[56] insurance
[52] fintech
[21] ai
[12] blockchain
[12] innovation
[10] tech
[9] technology
[9] startup
[9] iot

Top Hashtags in Tweet in G2:
[830] fintech
[750] insurtech
[442] ai
[177] bigdata
[172] artificialintelligence
[121] innovation
[115] blockchain
[107] startup
[101] cybersecurity
[97] finserv

Top Hashtags in Tweet in G3:
[332] insurtech
[189] insurance
[121] fintech
[85] ai
[53] finserv
[52] innovation
[50] digital
[47] startup
[19] chatbots
[17] health

Top Hashtags in Tweet in G4:
[502] insurtech
[378] fintech
[190] ai
[188] startup
[150] insurance
[140] innovation
[89] finserv
[89] ml
[59] artificialintelligence
[41] digitaltransformation

Top Hashtags in Tweet in G5:
[75] ai
[73] bigdata
[65] fintech
[57] insurtech
[44] ml
[41] blockchain
[40] analytics
[30] iot
[28] bitcoin
[28] connected

Top Hashtags in Tweet in G6:
[178] insurtech
[113] fintech
[61] ai
[44] startup
[34] insurance
[22] regtech
[20] ml
[20] innovation
[20] ux
[16] data

Top Hashtags in Tweet in G7:
[74] fintech
[66] insurtech
[63] ai
[29] artificialintelligence
[24] insurance
[16] bigdata
[16] chatbots
[15] blockchain
[14] robotics
[13] startup

Top Hashtags in Tweet in G8:
[33] insurtech
[15] insurance
[7] blockchain
[6] fintech
[4] noticia
[4] seguros
[3] startup
[3] thisisbsurance
[3] ai
[2] ny

Top Hashtags in Tweet in G9:
[26] insurtech
[7] insurance
[5] fintech
[3] instanda
[2] munichre
[2] ai
[2] robotics
[2] funding
[2] banking
[2] disruption

Top Hashtags in Tweet in G10:
[9] insurtech
[5] diaams
[5] gir2020
[5] global
[5] roadshow
[5] leipzig
[5] gir
[3] insurance
[3] innovation
[3] technology

Top Words
Top Words in Tweet in Entire Graph:
[2645] Words in Sentiment List#1: Positive
[787] Words in Sentiment List#2: Negative
[40] Words in Sentiment List#3: Angry/Violent
[77945] Non-categorized Words
[81377] Total Words
[2489] #insurtech
[1865] #fintech
[975] #ai
[667] #insurance
[665] insurtech

Top Words in Tweet in G1:
[209] insurtech
[139] #insurtech
[72] startup
[69] insurance
[69] raises
[63] akur8
[56] #insurance
[52] #fintech
[52] capital
[52] 9m

Top Words in Tweet in G2:
[830] #fintech
[750] #insurtech
[442] #ai
[219] spirosmargaris
[214] andi_staub
[177] #bigdata
[172] #artificialintelligence
[121] #innovation
[115] #blockchain
[112] albertogaruccio

Top Words in Tweet in G3:
[331] #insurtech
[190] #insurance
[118] #fintech
[85] #ai
[81] insurtech
[68] lutzkiesewetter
[61] insurance
[60] albertogaruccio
[53] #finserv
[52] #innovation

Top Words in Tweet in G4:
[502] #insurtech
[378] #fintech
[190] #ai
[188] #startup
[151] albertogaruccio
[150] #insurance
[140] #innovation
[89] #finserv
[89] #ml
[75] globaliqx

Top Words in Tweet in G5:
[84] fisher85m
[75] #ai
[73] #bigdata
[65] #fintech
[57] #insurtech
[57] gt
[51] critical
[44] #ml
[41] #blockchain
[40] capital

Top Words in Tweet in G6:
[178] #insurtech
[113] #fintech
[74] fgraillot
[61] #ai
[47] industry
[45] #startup
[39] insurance
[34] #insurance
[29] albertogaruccio
[25] next

Top Words in Tweet in G7:
[74] #fintech
[66] #insurtech
[63] #ai
[63] autonomous
[63] delivery
[63] roaming
[63] streets
[63] michigan
[63] jeroenbartelse
[62] therealautoblog

Top Words in Tweet in G8:
[33] #insurtech
[15] #insurance
[14] insurtech
[11] insurtechny
[9] industry
[9] round
[8] insurance
[8] conference
[7] spring
[7] inside_r3

Top Words in Tweet in G9:
[38] insurtech
[26] #insurtech
[16] startup
[13] million
[11] 19
[11] based
[11] journey
[11] full
[11] article
[11] without

Top Words in Tweet in G10:
[9] take
[9] dia
[9] #insurtech
[8] first
[8] die
[7] amsterdam
[7] 23
[7] 25
[7] june
[7] thediacommunity

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[903] #fintech,#insurtech
[308] #insurtech,#startup
[232] #insurtech,#fintech
[150] #ai,#ml
[146] #insurtech,#ai
[145] #startup,#innovation
[139] #ml,#fintech
[125] insurtech,startup
[120] use,cases
[104] #insurtech,#insurance

Top Word Pairs in Tweet in G1:
[65] insurtech,startup
[53] startup,akur8
[52] akur8,raises
[51] raises,9m
[49] 9m,blackfin
[49] blackfin,mtech
[48] mtech,capital
[17] #fintech,#insurtech
[15] #insurance,#insurtech
[12] instanda,raises

Top Word Pairs in Tweet in G2:
[411] #fintech,#insurtech
[92] #insurtech,#ai
[71] #insurtech,#startup
[66] #insurtech,#fintech
[44] gt,gt
[40] #startup,#innovation
[39] #insurtech,#healthcare
[39] #fintech,#bigdata
[38] #ai,#ml
[37] #ai,#machinelearning

Top Word Pairs in Tweet in G3:
[73] #fintech,#insurtech
[36] #insurtech,#insurance
[31] #insurtech,#startup
[29] 19,5m
[24] #insurance,#insurtech
[23] #insurtech,#ai
[20] #digital,#finserv
[19] #insurance,#digital
[18] #startup,#innovation
[15] raises,19

Top Word Pairs in Tweet in G4:
[255] #fintech,#insurtech
[160] #insurtech,#startup
[80] #ml,#fintech
[72] #startup,#innovation
[57] #ai,#ml
[46] #innovation,#finserv
[28] #insurtech,#insurance
[28] #starcom,#fleet
[28] #fleet,#tracking
[27] #insurance,#insurtech

Top Word Pairs in Tweet in G5:
[40] #blockchain,capital
[40] capital,markets
[40] markets,use
[40] use,cases
[39] #ai,#ml
[37] cases,infographic
[37] #analytics,#bigdata
[37] gt,gt
[28] #fintech,#analytics
[28] #bigdata,#ai

Top Word Pairs in Tweet in G6:
[47] #fintech,#insurtech
[22] #insurtech,#startup
[20] #insurtech,#fintech
[20] #insurtech,#regtech
[17] great,overview
[17] financial,services
[16] overview,#fintech
[16] #fintech,industry
[16] industry,focus
[16] focus,major

Top Word Pairs in Tweet in G7:
[63] autonomous,delivery
[63] roaming,streets
[63] streets,michigan
[60] delivery,bots
[60] bots,roaming
[60] michigan,therealautoblog
[59] jeroenbartelse,autonomous
[59] therealautoblog,#selfdriv
[27] #fintech,#insurtech
[17] #artificialintelligence,#ai

Top Word Pairs in Tweet in G8:
[7] missed,#insurance
[7] #insurance,round
[7] round,table
[7] table,interested
[7] interested,value
[7] value,#blockchain
[7] #blockchain,bring
[7] bring,industry
[7] industry,event
[7] event,blog

Top Word Pairs in Tweet in G9:
[11] insurtech,startup
[11] full,article
[11] article,without
[11] without,paywall
[9] raises,19
[9] insurtech,platform
[8] automation,solutions
[8] solutions,rise
[8] difficult,journey
[8] journey,launching

Top Word Pairs in Tweet in G10:
[7] dia,amsterdam
[7] amsterdam,23
[7] 23,25
[7] 25,june
[5] re,thrilled
[5] thrilled,announce
[5] announce,first
[5] first,15
[5] 15,take
[5] take,stage

Top Replied-To
Top Replied-To in Entire Graph:
@futureadyid
@lutzkiesewetter
@rahul_j_mathur
@visible_banking
@dfv_ag
@minh_q_tran
@grinchinsurtech
@tsystemssa
@floodflash_ins
@fintechbot

Top Replied-To in G2:
@tsystemssa
@floodflash_ins
@disputes_dinnie
@infoslips
@wimpiegc
@carelnolte
@rahul_j_mathur
@globaliqx
@kali_bagary
@craigolivier

Top Replied-To in G3:
@lutzkiesewetter
@visible_banking
@dfv_ag
@rahul_j_mathur
@minh_q_tran
@insurtech
@aon_plc
@insurtech_ger
@cgledhill
@anivoinsurance

Top Replied-To in G5:
@anthemarnelle

Top Replied-To in G6:
@rahul_j_mathur

Top Replied-To in G9:
@fintechbot
@anthemis
@techinasia
@terenceleejx
@melisssagoh
@techrdv
@williswee
@yogiliman
@joubertburgos
@tennouj

Top Mentioned
Top Mentioned in Entire Graph:
@albertogaruccio
@spirosmargaris
@andi_staub
@fgraillot
@globaliqx
@fisher85m
@lutzkiesewetter
@stratorob
@visible_banking
@jeroenbartelse

Top Mentioned in G1:
@wcuadrada
@entelgy

Top Mentioned in G2:
@spirosmargaris
@andi_staub
@albertogaruccio
@jblefevre60
@fgraillot
@ps
@covertony
@visible_banking
@leime
@fisher85m

Top Mentioned in G3:
@lutzkiesewetter
@albertogaruccio
@stratorob
@rahul_j_mathur
@spirosmargaris
@instandaf2x
@visible_banking
@dfv_ag
@fgraillot
@andi_staub

Top Mentioned in G4:
@albertogaruccio
@globaliqx
@spirosmargaris
@jimmarous
@starcomsys
@antgrasso
@fgraillot
@visible_banking
@jimmarou
@andi_staub

Top Mentioned in G5:
@fisher85m
@lindagrass0
@kirkdborne
@sgjane1
@mikequindazzi
@antgrasso
@un
@starcomsys
@ianljones98
@spirosmargaris

Top Mentioned in G6:
@fgraillot
@albertogaruccio
@spirosmargaris
@hartfordinshub
@forbes
@embeddedfinance
@mckinsey
@globaliqx
@jamesvgingerich
@nigelw

Top Mentioned in G7:
@jeroenbartelse
@therealautoblog
@cbinsights
@vladobotsvadze
@spirosmargaris
@albertogaruccio
@bristowcolin
@wef
@globaliqx
@fgraillot

Top Mentioned in G8:
@insurtechny
@inside_r3
@munichre_us
@davidbrear
@bcg
@wenalyze
@instechinsiders
@segurostv
@nextinsurance1
@anthemis

Top Mentioned in G9:
@tech_eu
@finextra
@woltapp
@munichre_as
@anni
@qover
@betamoroney
@havenlifeinsure
@wearefieldhouse

Top Mentioned in G10:
@thediacommunity
@lumnion
@flockcover
@npn_insurtech
@insurlabde
@op
@reggydefeniks
@insurenxt
@prudentialsg
@chiselai

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@jurylady5
@eworkde
@marciojmsilva
@chidambara09
@clairebotai
@evankirstel
@deejayiwan
@cybersec_feeds

Top Tweeters in G1:
@eworkde
@marciojmsilva
@rvp
@bnotizie
@objectivepress
@greeenorg
@m157q_news_rss
@italiastartup_
@thearticletrunk
@dizzedcom

Top Tweeters in G2:
@jornalistavitor
@chidambara09
@cybersec_feeds
@ottlegalrebels
@thomasclone
@gmizrachi
@iam__network
@santchiweb
@fintechna
@trippbraden

Top Tweeters in G3:
@jurylady5
@evankirstel
@waweru
@zimei_no_ri
@calcaware
@akwyz
@entwistletx
@vanalich
@martingaedt
@zzsheyn

Top Tweeters in G4:
@deejayiwan
@kotaknaren
@lelkan
@nicochan33
@vivmilano
@debraruh
@kuriharan
@promostking
@metropulseusa
@asepapit

Top Tweeters in G5:
@sectest9
@yvesmulkers
@jacobussystems
@btptechsearch
@ernieschell
@fmfrancoise
@newsneus
@vishne0
@sachatb
@cybersecurityn8

Top Tweeters in G6:
@clairebotai
@amazingchevvolt
@ssxman2
@ansisegle
@forbes
@vesperuk
@jamesvgingerich
@daviddoughty
@startupbulletin
@capgemini

Top Tweeters in G7:
@gezgintrk
@2601manish
@continimarco
@stuartsimon
@maperez324
@wef
@mary_b_68
@jabravo
@vladobotsvadze
@therealautoblog

Top Tweeters in G8:
@ijournal
@crowdfundinside
@mariatravis45
@grupoaseguranza
@segurostv
@davidbrear
@allesundnix_
@johnsiegman
@deloitte
@innovaseguro

Top Tweeters in G9:
@mediapython
@fintechbot
@techrdv
@biuk
@robinwauters
@andrew_campling
@tech_eu
@tennouj
@finextra
@williswee

Top Tweeters in G10:
@eas
@vjournalde
@op
@vmonitor
@eventconda
@thediacommunity
@reggydefeniks
@versicherungvfl
@kallepalling
@tabakoglucenk