InsurTech, Twitter, 2/28/2020 11:22:07 AM, 222078


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InsurTech_2020-02-27_22-31-21.xlsx
InsurTech_2020-02-27_22-31-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 28, 2020
Short Description:
InsurTech via NodeXL http://bit.ly/2Vqo17Q
@albertogaruccio
@spirosmargaris
@fgraillot
@stratorob
@andi_staub
@kirkdborne
@lutzkiesewetter
@insurtechnews
@maxjcm
@nigelwalsh

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

Description:
Description
The graph represents a network of 2,810 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, 28 February 2020 at 06:32 UTC.

The requested start date was Friday, 28 February 2020 at 01:01 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, 7-hour, 59-minute period from Monday, 24 February 2020 at 17:01 UTC to Friday, 28 February 2020 at 01:01 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 : 2810
Unique Edges : 4865
Edges With Duplicates : 3450
Total Edges : 8315
Number of Edge Types : 4
Mentions : 1717
MentionsInRetweet : 5032
Tweet : 1474
Replies to : 92
Self-Loops : 1474
Reciprocated Vertex Pair Ratio : 0.0443720740891512
Reciprocated Edge Ratio : 0.0849736893393101
Connected Components : 508
Single-Vertex Connected Components : 316
Maximum Vertices in a Connected Component : 1835
Maximum Edges in a Connected Component : 6966
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.304102
Graph Density : 0.000650045798393319
Modularity : 0.480153
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 2,810 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, 28 February 2020 at 06:32 UTC.

The requested start date was Friday, 28 February 2020 at 01:01 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, 7-hour, 59-minute period from Monday, 24 February 2020 at 17:01 UTC to Friday, 28 February 2020 at 01:01 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:
[106] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=c261c062-1e8e-4e1f-a94f-e074fbdc91c4&f=103289
[91] https://twinybots.ch/
[42] https://www.entrepreneur.com/article/345377
[40] https://www.forbes.com/sites/chuckswoboda/2020/02/24/hiring-a-chief-innovation-officer-is-a-bad-idea/#2cbf64234138
[39] https://thenextweb.com/growth-quarters/2020/02/24/3-ways-ai-is-transforming-the-insurance-industry/
[37] https://www.wired.com/story/chinese-hospitals-deploy-ai-help-diagnose-covid-19/
[37] https://www.mckinsey.com/industries/financial-services/our-insights/insurance-blog/a-new-industry-model-for-insurtech
[33] https://www.insurancebusinessmag.com/asia/news/technology/top-10-insurtech-companies-in-asia-214884.aspx
[31] https://snip.ly/5v25n8
[28] https://www.ft.com/content/d0aeeec8-5703-11ea-abe5-8e03987b7b20

Top URLs in Tweet in G1:
[29] https://thenextweb.com/growth-quarters/2020/02/24/3-ways-ai-is-transforming-the-insurance-industry/
[23] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=c261c062-1e8e-4e1f-a94f-e074fbdc91c4&f=103289
[21] https://www.kcore-analytics.com/search/?keyword=fintech
[16] https://www.finextra.com/newsarticle/35346/2020s-fintech-asset-class-is-brimming-with-ipos
[15] https://fortune.com/2020/02/24/in-the-future-there-will-be-no-more-fintech/
[15] https://www.mckinsey.com/industries/financial-services/our-insights/insurance-blog/a-new-industry-model-for-insurtech
[14] https://www.wired.com/story/chinese-hospitals-deploy-ai-help-diagnose-covid-19/
[14] https://www.entrepreneur.com/article/345377
[12] https://www.kdnuggets.com/2020/02/long-battle-against-deepfakes.html
[12] https://snip.ly/5v25n8

Top URLs in Tweet in G2:
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221675
[14] https://www.entrepreneur.com/article/345377
[10] https://insurtechnews.com/influencers
[7] https://www.insurancebusinessmag.com/asia/news/technology/top-10-insurtech-companies-in-asia-214884.aspx
[5] https://www.forbes.com/sites/ronshevlin/2020/02/21/why-lending-clubs-acquisition-of-radius-bank-is-a-smart-deal/
[5] https://www.linkedin.com/posts/matteocarbone_2019-annual-insurtech-almanac-activity-6638078486793768961-jqfJ
[4] https://www.insurancetimes.co.uk/news/tractable-raises-25m-with-view-to-expand-ai-proposition-worldwide/1432680.article
[4] https://tech.eu/brief/collective-benefits-seed/
[4] https://karlheinzpassler.com/2020/01/25/how-to-pick-the-right-insurtech-startup/
[4] https://www.insurancetimes.co.uk/news/insurance-data-sharing-exposes-fundamental-tension-in-customer-expectation/1432645.article?utm_source=slipcase&utm_medium=affiliate&utm_campaign=slipcase

Top URLs in Tweet in G3:
[24] http://fintechconferences.com
[12] https://twinybots.ch/
[6] https://www.forbes.com/sites/chuckswoboda/2020/02/24/hiring-a-chief-innovation-officer-is-a-bad-idea/#2cbf64234138
[5] https://www.droneinsurance.com/
[5] https://www.jdsupra.com/legalnews/insurtech-by-the-numbers-financing-72121/
[3] https://www.crowdfundinsider.com/2020/02/157931-commercial-insurtech-bold-penguin-adds-auto-insurance-to-exchange/
[3] http://www.todoriesgo.com.ar/nuevos-encuentros-de-la-mesa-de-innovacion-en-seguros-e-insurtech/
[3] https://carboncraftgroup.com/does-coronavirus-affect-your-travel-safety-and-health/
[3] https://www.mckinsey.com/industries/financial-services/our-insights/insurance-blog/a-new-industry-model-for-insurtech
[3] https://mawazna.com/

Top URLs in Tweet in G4:
[43] https://twinybots.ch/
[19] https://www.forbes.com/sites/chuckswoboda/2020/02/24/hiring-a-chief-innovation-officer-is-a-bad-idea/#2cbf64234138
[15] https://www.wired.com/story/chinese-hospitals-deploy-ai-help-diagnose-covid-19/
[15] https://snip.ly/5v25n8
[12] http://TheHerdLocker.com
[11] https://www.theverge.com/2020/2/24/21150829/waymo-driverless-cars-tweet-excitement-technology
[11] https://www.ft.com/content/d0aeeec8-5703-11ea-abe5-8e03987b7b20
[11] https://www.insurancebusinessmag.com/asia/news/technology/top-10-insurtech-companies-in-asia-214884.aspx
[11] https://app.livestorm.co/silicon-valley-insurance-accelerator/core-systems-digital-ecosystems-and-the-new-requirements
[10] https://www.mckinsey.com/industries/financial-services/our-insights/insurance-blog/a-new-industry-model-for-insurtech

Top URLs in Tweet in G5:
[78] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=c261c062-1e8e-4e1f-a94f-e074fbdc91c4&f=103289
[4] https://www.wired.com/story/chinese-hospitals-deploy-ai-help-diagnose-covid-19/
[3] https://www.ft.com/content/d0aeeec8-5703-11ea-abe5-8e03987b7b20
[2] https://thenextweb.com/neural/2020/02/25/ai-helps-eliminate-radiation-exposure-in-breast-cancer-screening/
[2] https://thenextweb.com/growth-quarters/2020/02/24/3-ways-ai-is-transforming-the-insurance-industry/
[2] https://www.informationweek.com/big-data/ai-machine-learning/ai-regulation-has-the-time-arrived/a/d-id/1337099
[2] https://www.forbes.com/sites/chuckswoboda/2020/02/24/hiring-a-chief-innovation-officer-is-a-bad-idea/#2cbf64234138
[2] https://twinybots.ch/
[1] https://twitter.com/i/web/status/1232493586987438080
[1] https://twitter.com/i/web/status/1232489555363688449

Top URLs in Tweet in G6:
[5] https://www.entrepreneur.com/article/345377
[4] https://www.propertycasualty360.com/2020/02/21/insurtech-a-decade-gone-a-decade-ahead/
[3] https://insurtechnews.com/aggregator/why-germany-is-becoming-a-global-hotspot-for-insurtech-firms?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.dig-in.com/opinion/ai-status-report-big-interest-many-small-pilots
[2] https://www.bobsguide.com/guide/news/2019/Dec/18/insurtech-in-review-new-and-old-players-adapt-to-a-changing-landscape/
[2] http://insurancethoughtleadership.com/automation-lets-compassion-scale/
[2] http://insurancethoughtleadership.com/practical-uses-of-rpa-for-insurance/
[2] http://insurancethoughtleadership.com/gabi-pr-article/
[2] https://www.canadianunderwriter.ca/inspress/insurtech-north-announces-wolf-pack-competitors/
[2] https://www.coya.com/blog-en/safertogether-thoughts-brexit-insurance-unification

Top URLs in Tweet in G7:
[8] https://www.technative.io/technology-can-strengthen-relationships-with-consumers-in-financial-services/
[4] http://techcrunch.com/2020/02/22/fin
[3] https://www.kcore-analytics.com/search/?keyword=fintech
[3] https://fintechnews.ch/insurtech/10-swiss-digital-insurance-providers-forms-association/33237/
[1] https://snip.ly/5v25n8
[1] https://readwrite.com/2020/02/03/blockchain-technology-boosts-cybersecurity-amidst-volatile-digital-age/
[1] https://twitter.com/i/web/status/1231554119422423040
[1] https://twitter.com/i/web/status/1231552859566694400
[1] https://twitter.com/i/web/status/1231913771251175424
[1] https://twitter.com/i/web/status/1231201782417838080

Top URLs in Tweet in G8:
[3] http://www.muysegura.com/seal-awards-2020-startups-e-insurtech-de-community-of-insurance/
[2] https://communityofinsurance.es/2020/02/16/seal-awards-2020-startups-insurtech-community-of-insurance/
[1] https://www.digitalinsuranceagenda.com/357/the-number-1-insurtech-trend-for-2019-ecosystems-beyond-insurance/?utm_source=twitter&utm_medium=social&utm_campaign=DIAAMS19_Twitter_Reggy_Post_BarcelonaHealthHub
[1] https://twitter.com/i/web/status/1232274837063766016
[1] https://twitter.com/i/web/status/1232320893227085824
[1] https://twitter.com/i/web/status/1232366939323981824
[1] https://twitter.com/i/web/status/1232685789764603905
[1] https://twitter.com/i/web/status/1232716499066007552
[1] https://twitter.com/i/web/status/1233004641002147840
[1] https://www.digitalinsuranceagenda.com/featured-insurtechs/adinsure-launch-new-insurance-smarter-and-faster/?utm_source=twitter&utm_medium=Social&utm_campaign=DIAMUC19_Twitter_Reggy_Post_Blogpost_Adacta

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1232487016916373504
[1] https://twitter.com/i/web/status/1232424406690844672
[1] https://twitter.com/i/web/status/1232720063733493760
[1] https://twitter.com/i/web/status/1233118021046030336
[1] https://twitter.com/i/web/status/1232632584296976384
[1] https://twitter.com/i/web/status/1232708133841260544
[1] https://twitter.com/i/web/status/1232720335151271936
[1] https://twitter.com/i/web/status/1232715605553360896
[1] https://twitter.com/i/web/status/1232716901144518657
[1] https://twitter.com/i/web/status/1233019349637750784

Top URLs in Tweet in G10:
[14] https://twinybots.ch/
[10] https://www.jdsupra.com/legalnews/insurtech-by-the-numbers-financing-72121/
[9] https://www.starcomsystems.com/helios/
[7] https://www.maritime-executive.com/magazine/high-value
[7] https://youtu.be/IeBTlsY7Bhw
[6] https://www.foodlogistics.com/transportation/press-release/21117905/tt-club-cargo-theft-report-confirms-upward-trends-in-2019?utm_source=FL+Today's+News&utm_medium=email&utm_campaign=HCL200220006&o_eid=0229B2767501I9E&rdx.ident[pull]=omeda|0229B2767501I9E&om_id=1013289691&oly_enc_id=0229B2767501I9E
[5] https://www.starcomsystems.com/2020/02/25/major-disruptors-for-shipping-in-2020/
[4] https://www.commercialfleet.org/news/van-news/2020/02/21/van-drivers-inspired-by-sportspeople-to-share-mental-health-concerns
[4] https://www.youtube.com/watch?v=fdUO7n6YcCA

[4] https://worldmaritimenews.com/archives/291495/proactive-measures-needed-to-improve-hull-performance/

Top Domains
Top Domains in Tweet in Entire Graph:
[1417] twitter.com
[108] snip.ly
[106] bah.com
[91] twinybots.ch
[91] paper.li
[68] forbes.com
[67] insurtechnews.com
[61] mckinsey.com
[59] thenextweb.com
[54] insurancebusinessmag.com

Top Domains in Tweet in G1:
[139] twitter.com
[39] thenextweb.com
[29] mckinsey.com
[27] snip.ly
[23] bah.com
[21] fortune.com
[21] kcore-analytics.com
[20] kdnuggets.com
[19] techcrunch.com
[19] finextra.com

Top Domains in Tweet in G2:
[238] twitter.com
[25] insurtechnews.com
[24] co.uk
[16] insurancebusinessmag.com
[15] entrepreneur.com
[14] nodexlgraphgallery.org
[10] paper.li
[9] fintech.global
[8] mailchi.mp
[8] karlheinzpassler.com

Top Domains in Tweet in G3:
[240] twitter.com
[24] fintechconferences.com
[18] paper.li
[14] linkedin.com
[12] twinybots.ch
[9] forbes.com
[8] crowdfundinsider.com
[6] mawazna.com
[5] droneinsurance.com
[5] jdsupra.com

Top Domains in Tweet in G4:
[155] twitter.com
[72] snip.ly
[43] twinybots.ch
[29] forbes.com
[18] iireporter.com
[17] theverge.com
[15] wired.com
[14] theherdlocker.com
[13] mckinsey.com
[13] insurancebusinessmag.com

Top Domains in Tweet in G5:
[78] bah.com
[9] twitter.com
[4] thenextweb.com
[4] wired.com
[3] forbes.com
[3] ft.com
[2] informationweek.com
[2] twinybots.ch
[1] sfgate.com
[1] venturebeat.com

Top Domains in Tweet in G6:
[60] twitter.com
[9] insurancethoughtleadership.com
[7] paper.li
[5] propertycasualty360.com
[5] entrepreneur.com
[4] dig-in.com
[4] insurtechnews.com
[3] thenextweb.com
[2] accenture.com
[2] bobsguide.com

Top Domains in Tweet in G7:
[40] twitter.com
[8] technative.io
[4] techcrunch.com
[3] kcore-analytics.com
[3] thenextweb.com
[3] fintechnews.ch
[2] mckinsey.com
[1] snip.ly
[1] readwrite.com
[1] cbinsights.com

Top Domains in Tweet in G8:
[27] twitter.com
[3] digitalinsuranceagenda.com
[3] muysegura.com
[2] communityofinsurance.es
[1] sifted.eu
[1] soundcloud.com
[1] linkedin.com
[1] segurosnews.com

Top Domains in Tweet in G9:
[15] twitter.com
[1] youtu.be
[1] youtube.com

Top Domains in Tweet in G10:
[20] twitter.com
[14] starcomsystems.com
[14] twinybots.ch
[10] jdsupra.com
[7] maritime-executive.com
[7] youtu.be
[7] imaginea.com
[6] automotive-fleet.com
[6] foodlogistics.com
[4] commercialfleet.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2629] insurtech
[1855] fintech
[975] ai
[611] insurance
[328] startup
[316] finserv
[297] bigdata
[294] blockchain
[252] innovation
[183] vc



Top Hashtags in Tweet in G1:
[935] insurtech
[921] fintech
[601] ai
[200] bigdata
[176] startup
[162] finserv
[130] behavioraleconomics
[128] innovation
[122] insurance
[102] artificialintelligence

Top Hashtags in Tweet in G2:
[438] insurtech
[157] fintech
[147] insurance
[53] ai
[35] startup
[29] startups
[28] blockchain
[19] finserv
[16] digital
[16] innovation

Top Hashtags in Tweet in G3:
[126] insurtech
[62] fintech
[55] insurance
[24] nfc
[22] blockchain
[21] ai
[19] iot
[15] innovation
[12] startup
[12] fintechs

Top Hashtags in Tweet in G4:
[397] insurtech
[309] fintech
[120] ai
[111] insurance
[65] startup
[45] innovation
[36] finserv
[32] healthcare
[31] artificialintelligence
[27] digitaltransformation

Top Hashtags in Tweet in G5:
[97] ai
[78] emergingtechnologies
[78] bigdata
[73] datascience
[23] fintech
[22] insurtech
[12] startup
[9] venturecapital
[9] edtech
[6] india

Top Hashtags in Tweet in G6:
[105] insurtech
[41] insurance
[12] fintech
[10] ai
[9] futureofclaims
[8] claims
[7] innovation
[6] automation
[6] rpa
[4] insuretech

Top Hashtags in Tweet in G7:
[148] fintech
[103] blockchain
[95] finserv
[85] vc
[85] finance
[83] banks
[78] insurtech
[60] regtech
[51] ai
[6] startup

Top Hashtags in Tweet in G8:
[40] semanadelseguro
[17] insurtech
[8] sofáhomeserve
[7] startups
[6] asegurador
[4] insurtechs
[4] ceo
[3] diaams
[2] insurance
[2] seguros

Top Hashtags in Tweet in G9:
[7] insurtech
[1] westlake
[1] oc
[1] trilliondollarcoach
[1] insurtechtwitter
[1] digitalexperience
[1] insurance
[1] inclusion
[1] recruitment
[1] ai

Top Hashtags in Tweet in G10:
[61] insurtech
[41] starcom
[41] fleet
[36] tracking
[32] iot
[25] gps
[14] insurance
[12] fintech
[4] transportation
[4] technology

Top Words
Top Words in Tweet in Entire Graph:
[2435] Words in Sentiment List#1: Positive
[896] Words in Sentiment List#2: Negative
[26] Words in Sentiment List#3: Angry/Violent
[81820] Non-categorized Words
[85151] Total Words
[2618] #insurtech
[1824] #fintech
[975] #ai
[662] insurtech
[611] #insurance

Top Words in Tweet in G1:
[930] #insurtech
[909] #fintech
[601] #ai
[252] andi_staub
[241] gt
[200] #bigdata
[192] albertogaruccio
[186] spirosmargaris
[176] #startup
[162] #finserv

Top Words in Tweet in G2:
[438] #insurtech
[154] #fintech
[147] #insurance
[131] insurtech
[78] fgraillot
[66] great
[66] industry
[65] albertogaruccio
[57] more
[53] #ai

Top Words in Tweet in G3:
[148] insurtech
[126] #insurtech
[83] insurance
[62] #fintech
[57] fintech
[55] #insurance
[37] 2020
[33] london
[28] world
[25] 21

Top Words in Tweet in G4:
[395] #insurtech
[294] #fintech
[126] spirosmargaris
[120] #ai
[111] #insurance
[65] #startup
[64] insurance
[48] 2020
[47] delivery
[46] stratorob

Top Words in Tweet in G5:
[97] #ai
[86] kirkdborne
[78] #emergingtechnologies
[78] impacting
[78] industries
[78] #bigdata
[73] #datascience
[69] #machinelearn
[23] #fintech
[22] #insurtech

Top Words in Tweet in G6:
[105] #insurtech
[41] #insurance
[33] insurance
[17] insurtech
[13] jamesvgingerich
[13] expeflow
[12] #fintech
[11] 2020
[11] canadian
[11] underwriter

Top Words in Tweet in G7:
[147] #fintech
[103] #blockchain
[95] #finserv
[85] #vc
[85] #finance
[83] #banks
[78] #insurtech
[62] maxjcm
[60] #regtech
[51] #ai

Top Words in Tweet in G8:
[40] #semanadelseguro
[32] inese_seguros
[18] judithginer
[17] #insurtech
[14] semana
[12] sector
[10] asocfintechins
[9] hoy
[9] axaseguroses
[9] radio

Top Words in Tweet in G9:
[18] insurtech_uk
[9] event
[7] #insurtech
[7] aon_plc
[6] today
[6] first
[6] insurance
[6] insurtech
[6] digital
[5] one

Top Words in Tweet in G10:
[60] #insurtech
[41] #starcom
[41] #fleet
[40] starcomsys
[36] #tracking
[32] #iot
[28] insurtech
[25] #gps
[19] trends
[15] 2019

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[935] #fintech,#insurtech
[246] #insurtech,#fintech
[217] #ai,#fintech
[183] #insurtech,#startup
[162] #startup,#innovation
[158] #fintech,#finserv
[150] gt,gt
[148] #finserv,#finance
[145] #finance,#banks
[124] #banks,#blockchain

Top Word Pairs in Tweet in G1:
[590] #fintech,#insurtech
[146] gt,gt
[143] #ai,#fintech
[119] #startup,#innovation
[114] #insurtech,#startup
[65] #insurtech,#fintech
[63] #ai,#ml
[60] #ppc,works
[60] works,#infographics
[60] #infographics,#digital

Top Word Pairs in Tweet in G2:
[65] #fintech,#insurtech
[28] #insurtech,#insurance
[24] #insurtech,#fintech
[24] 12,insurtech
[22] last,year
[21] uk,#insurtech
[21] #insurance,#insurtech
[21] insurtech,startups
[19] very,detailed
[19] detailed,report

Top Word Pairs in Tweet in G3:
[28] #fintech,#insurtech
[24] fintech,world
[24] world,forum
[24] london,21
[24] 21,22
[23] forum,2020
[12] #insurtech,#insurance
[12] #nfc,#fintechs
[12] #fintechs,london
[12] 22,#blockchains

Top Word Pairs in Tweet in G4:
[175] #fintech,#insurtech
[39] #insurtech,#startup
[27] #insurtech,#fintech
[24] dublin,mannaaero
[24] mannaaero,launch
[24] launch,aviation
[24] aviation,grade
[24] grade,drone
[24] drone,delivery
[24] delivery,service

Top Word Pairs in Tweet in G5:
[78] #emergingtechnologies,impacting
[78] impacting,industries
[78] industries,#bigdata
[77] kirkdborne,#emergingtechnologies
[73] #bigdata,#datascience
[73] #datascience,#ai
[69] #ai,#machinelearn
[19] #fintech,#insurtech
[10] prepare,business
[10] business,artificial

Top Word Pairs in Tweet in G6:
[11] canadian,underwriter
[11] #insurtech,#insurance
[10] insurance,thought
[10] thought,leadership
[10] leadership,#insurtech
[8] becoming,global
[8] global,hotspot
[7] #insurtech,daily
[7] daily,thanks
[7] germany,becoming

Top Word Pairs in Tweet in G7:
[84] #fintech,#finserv
[84] #finserv,#finance
[81] #finance,#banks
[70] #banks,#blockchain
[59] #blockchain,#regtech
[50] #regtech,#insurtech
[46] #vc,#ai
[46] #ai,#fintech
[39] #vc,#fintech
[19] maxjcm,#fintech

Top Word Pairs in Tweet in G8:
[9] radio,inese_seguros
[8] damos,comienzo
[8] comienzo,#sofáhomeserve
[8] #sofáhomeserve,#semanadelseguro
[8] #semanadelseguro,judithginer
[8] judithginer,asocfintechins
[8] asocfintechins,oskarpaz
[7] #semanadelseguro,inese_seguros
[7] seal,awards
[7] inese_seguros,damos

Top Word Pairs in Tweet in G9:
[6] aon_plc,insurtech_uk
[3] digital,experience
[3] yesterday,attended
[3] attended,'improving
[3] 'improving,digital
[3] digital,experience'
[3] experience',gathering
[3] gathering,organised
[3] organised,aon_plc
[3] welcome,latest

Top Word Pairs in Tweet in G10:
[41] #starcom,#fleet
[36] #fleet,#tracking
[32] #tracking,#iot
[29] #iot,#insurtech
[25] #insurtech,#gps
[15] trends,2019
[9] malay,army
[9] army,successfully
[9] successfully,recovered
[9] recovered,stolen

Top Replied-To
Top Replied-To in Entire Graph:
@rahul_j_mathur
@insurtech_uk
@minh_q_tran
@dinnovacionugr
@futureadyid
@lutzkiesewetter
@insurtechtalk
@samohtdicapo
@nigelwalsh
@jamesvgingerich

Top Replied-To in G1:
@susannechishti

Top Replied-To in G2:
@rahul_j_mathur
@minh_q_tran
@lutzkiesewetter
@insurtechtalk
@insurtech_uk
@samohtdicapo
@nigelwalsh
@mikebloomberg
@fgraillot
@concirrus

Top Replied-To in G3:
@wcuadrada

Top Replied-To in G6:
@jamesvgingerich
@insuretechnow
@palinterest

Top Replied-To in G7:
@irish_technews

Top Replied-To in G8:
@inese_seguros
@hotmatsutaro
@cnp_partners

Top Replied-To in G9:
@insurtech_uk
@rahul_j_mathur
@iamashley
@expression_ins
@kaskoltd
@aon_uk

Top Mentioned
Top Mentioned in Entire Graph:
@spirosmargaris
@albertogaruccio
@andi_staub
@fgraillot
@maxjcm
@kirkdborne
@stratorob
@starcomsys
@exl_service
@lutzkiesewetter

Top Mentioned in G1:
@andi_staub
@albertogaruccio
@spirosmargaris
@ipfconline1
@mikequindazzi
@ianljones98
@jblefevre60
@cbinsights
@sallyeaves
@maxjcm

Top Mentioned in G2:
@fgraillot
@albertogaruccio
@spirosmargaris
@insurtechhfd
@lutzkiesewetter
@rahul_j_mathur
@stratorob
@nigelwalsh
@insurtechnews
@insurtechtalk

Top Mentioned in G3:
@insedgeonline

Top Mentioned in G4:
@spirosmargaris
@stratorob
@albertogaruccio
@jeroenbartelse
@globaliqx
@mannaaero
@pivotcloud
@neiraosci
@2601manish
@sviaccelerator

Top Mentioned in G5:
@kirkdborne
@spirosmargaris
@prosunjoyi
@albertogaruccio
@bendee983
@thenextw
@iotbrand
@techjohnedwards
@informationweek
@sudeepsakalle

Top Mentioned in G6:
@jamesvgingerich
@plugandplaytc
@expeflow
@insuretechnow
@pnpinsurtech
@enteurope
@moser_media
@montoux
@bsurance
@quentincoolen

Top Mentioned in G7:
@maxjcm
@jimmaro
@spirosmargaris
@inmediatesg
@wef
@ingabeale
@jimma
@insurancemktsg
@technative
@albertogaruccio

Top Mentioned in G8:
@inese_seguros
@judithginer
@asocfintechins
@axaseguroses
@oskarpaz
@entelgy
@vicaznar
@commuinsurance
@bdeo_app
@cnp_partners

Top Mentioned in G9:
@insurtech_uk
@aon_plc
@reinsurance_aon
@jodi_cartwright
@groveanddean
@malarkeyking
@getcoverly
@whenfresh
@aon_uk
@rightindem

Top Mentioned in G10:
@starcomsys
@mayer_brown
@techndiscussion
@andyabramson
@insurtechnews
@tokiomarine
@w
@patriciabayolo
@legal_alerts
@pbucquet

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marciojmsilva
@chidambara09
@evankirstel
@clairebotai
@raumunz
@safaricomplc
@crweworld
@ottlegalrebels
@pitarampal

Top Tweeters in G1:
@sectest9
@chidambara09
@clairebotai
@ottlegalrebels
@pitarampal
@cybersec_feeds
@billnigh
@santchiweb
@fintechna
@tess_blue815

Top Tweeters in G2:
@evankirstel
@kotaknaren
@kellyrek
@vanalich
@kuriharan
@drferdowsi
@mench90
@lightifyco1
@daniceraj
@s_galimberti

Top Tweeters in G3:
@marciojmsilva
@crweworld
@iam__network
@m157q_news_rss
@saeedbaygi
@cybertaters
@legalanalysis
@yvesmulkers
@7wdata
@ronmc1

Top Tweeters in G4:
@cberrl
@nmugai
@nicochan33
@andrewmorrisuk
@entwistletx
@gezgintrk
@lucabattanta
@jeandoobs
@smoothsale
@ham_gretsky

Top Tweeters in G5:
@itknowingness
@parvez1
@akdm_bot
@niyant10
@scalarhumanity
@kirkdborne
@machine_ml
@terriconcio
@teamofindore
@wiomax_va

Top Tweeters in G6:
@sharerussharing
@ene3112
@jamesvgingerich
@rnaudmeunier
@equitybulls
@palinterest
@babylouie75
@e_nterdiscipl
@christopherisak
@davidbrear

Top Tweeters in G7:
@raumunz
@lelkan
@milaniolivera
@metropulseusa
@a_abdulaziz_a
@topcybernews
@jessesprawl
@simontrbojevic
@industryai
@irish_technews

Top Tweeters in G8:
@hotmatsutaro
@commuinsurance
@inese_seguros
@oskarpaz
@badrinasluis
@fran_abian
@fjgarrido
@homeserve_es
@axaseguroses
@jjgonzalez2

Top Tweeters in G9:
@iamashley
@aoncareers
@aonretirementuk
@truthhurts_luhg
@billwillingsley
@aon_nederland
@aon_india
@broker_brett
@aon_southafrica
@aon_plc

Top Tweeters in G10:
@legal_alerts
@bizadvisories
@legalnews
@llnuxbot
@mayur_shingote
@bankinglaw
@riddler_smitb
@iottogether
@tech_law
@andyabramson


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