InsurTech, Twitter, 4/10/2020 2:29:37 PM, 224744


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InsurTech_2020-04-10_04-32-19.xlsx
InsurTech_2020-04-10_04-32-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 10, 2020
Short Description:
InsurTech via NodeXL https://bit.ly/2JRaMpM
@spirosmargaris
@insurtrek
@albertogaruccio
@fgraillot
@stratorob
@fisher85m
@weareherolabs
@rahul_j_mathur
@fintechna
@andi_staub

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

Description:
Description
The graph represents a network of 2,392 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, 10 April 2020 at 11:33 UTC.

The requested start date was Friday, 10 April 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, 58-minute period from Monday, 06 April 2020 at 02:01 UTC to Thursday, 09 April 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 : 2392
Unique Edges : 4234
Edges With Duplicates : 3555
Total Edges : 7789
Number of Edge Types : 4
MentionsInRetweet : 5053
Mentions : 1123
Tweet : 1559
Replies to : 54
Self-Loops : 1559
Reciprocated Vertex Pair Ratio : 0.0346162605329082
Reciprocated Edge Ratio : 0.0669161347127449
Connected Components : 449
Single-Vertex Connected Components : 304
Maximum Vertices in a Connected Component : 1662
Maximum Edges in a Connected Component : 6823
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.955073
Graph Density : 0.000794331866013716
Modularity : 0.42879
NodeXL Version : 1.0.1.430
Data Import : The graph represents a network of 2,392 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, 10 April 2020 at 11:33 UTC.

The requested start date was Friday, 10 April 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, 58-minute period from Monday, 06 April 2020 at 02:01 UTC to Thursday, 09 April 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:
[141] https://twinybots.ch/
[79] https://www.datanami.com/2020/04/06/understanding-the-limits-of-ai/
[45] https://www.verdict.co.uk/cyber-insurance-timeline/
[39] https://www.bloomberg.com/news/articles/2020-04-07/coronavirus-isn-t-stopping-europe-s-push-to-regulate-ai
[36] https://snip.ly/v7o8t0
[31] https://thefintechtimes.com/the-2020-api-industry-landscape-map/?utm_source=rss&utm_medium=rss&utm_campaign=the-2020-api-industry-landscape-map
[30] https://coverager.com/insurances-next-step-real-core-system-innovation/?utm_campaign=Insurtech&utm_medium=email&utm_source=Revue%20newsletter
[28] https://www.fintechmagazine.com/fintech/how-artificial-intelligence-changing-insurance
[27] https://www.statista.com/study/46031/insurtech/?utm_content=buffer5908f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[27] https://sifted.eu/articles/startup-funding-coronavirus/

Top URLs in Tweet in G1:
[33] https://www.datanami.com/2020/04/06/understanding-the-limits-of-ai/
[24] https://twinybots.ch/
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224427
[17] https://coverager.com/insurances-next-step-real-core-system-innovation/?utm_campaign=Insurtech&utm_medium=email&utm_source=Revue%20newsletter
[17] https://www.bloomberg.com/news/articles/2020-04-07/coronavirus-isn-t-stopping-europe-s-push-to-regulate-ai
[14] https://www.idginsiderpro.com/article/3532433/coronavirus-managing-and-pivoting-during-a-crisis.html#tk.rss_all
[14] https://www.getrevue.co/profile/startupdigest-insurtech/issues/insurtech-issue-2-237882
[14] https://www.businessinsider.com/softbank-masayoshi-son-predicts-15-vision-fund-bankrupt-rescue-package-2020-4
[13] http://news.mit.edu/2020/paradigm4-data-0405
[13] https://www.fintechmagazine.com/fintech/how-artificial-intelligence-changing-insurance

Top URLs in Tweet in G2:
[18] https://twinybots.ch/
[7] https://www.verdict.co.uk/cyber-insurance-timeline/
[3] https://insurtechnews.com/aggregator/md-on-the-future-of-insurtech?utm_source=dlvr.it&utm_medium=twitter
[3] https://claimsplanet.com/insurers-demonstrating-social-responsibility-throughout-covid-19/
[3] https://www.supportbusiness.co.za/faq/topics/mitigating-risk/
[2] https://paper.li/AnjaHoffmann/1314102660?edition_id=4e43a920-78cc-11ea-a01c-0cc47a0d1605
[2] https://paper.li/AnjaHoffmann/1314102660?edition_id=256c21e0-7803-11ea-9480-0cc47a0d1605
[2] https://insurtechnews.com/aggregator/insurtech-companies-convene-at-cic-spurring-innovation
[2] https://hackernoon.com/3-insurtech-trends-we-will-see-more-of-in-2020-xp9332xf?source=rss
[2] https://hackernoon.com/3-insurtech-trends-we-will-see-more-of-in-2020-xp9332xf?source=rss&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[47] https://twinybots.ch/
[32] https://www.datanami.com/2020/04/06/understanding-the-limits-of-ai/
[29] https://www.verdict.co.uk/cyber-insurance-timeline/
[23] https://snip.ly/v7o8t0
[17] https://www.bloomberg.com/news/articles/2020-04-07/coronavirus-isn-t-stopping-europe-s-push-to-regulate-ai
[14] https://www.consultancy.uk/news/24286/human-errors-account-for-60-of-all-cyber-attacks
[13] https://www.unite.ai/new-research-shows-how-ai-can-act-as-mediators/
[13] https://metro.co.uk/2020/04/07/celebrity-deepfake-videos-12520788/
[13] https://analyticsindiamag.com/top-ted-talks-on-cybersecurity-one-must-watch/
[12] https://sifted.eu/articles/startup-funding-coronavirus/

Top URLs in Tweet in G4:
[19] https://twinybots.ch/
[13] https://sviaccelerator.com/insurtech-conferences-events/
[9] http://TheHerdLocker.com
[6] https://insurtechnews.com/aggregator/covid19-is-threatening-the-ability-of-insurtech-to-combat-business-interruption
[5] https://insurtechnews.com/aggregator/claims-industry-set-for-telecommuting
[5] https://mailchi.mp/coverager/january2020-1360917
[4] https://insurtechnews.com/insights/matteo-carbone-appointed-as-the-global-ambassador-of-the-italian-insurtech-association
[3] https://www.outsystems.com/blog/posts/customer-experience-in-insurance/
[3] https://www.propertycasualty360.com/2019/08/19/customer-experience-the-auto-insurance-x-factor/
[3] https://www.dig-in.com/opinion/insurance-product-bundling-must-come-with-customer-experience-improvements

Top URLs in Tweet in G5:
[6] https://www.fintechdirect.net/2020/04/06/kickstart-seeks-tech-start-ups-for-swiss-market/
[3] https://www.nfx.com/post/28-moves-survive-thrive-downturn
[3] https://sifted.eu/articles/startup-funding-coronavirus/
[3] https://app.jobvite.com/m?3df3Ylwj
[2] https://www.apiscene.io/api-business-models/the-2020-api-industry-landscape
[2] https://www.reinsurancene.ws/insurance-industry-ma-in-jan-2020-totalled-1-3bn-globaldata/
[2] https://app.jobvite.com/m?3BoVYlwI
[2] https://app.jobvite.com/m?3VW4YlwJ
[2] https://app.jobvite.com/m?3yZ4Ylwp
[2] https://app.jobvite.com/m?38y4Ylwy

Top URLs in Tweet in G6:
[14] https://www.statista.com/study/46031/insurtech/?utm_content=buffer5908f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://twinybots.ch/
[8] https://techcrunch.com/2020/04/07/nuro-gets-ok-to-test-its-driverless-delivery-vehicles-on-california-public-roads/
[8] https://thefintechtimes.com/the-2020-api-industry-landscape-map/?utm_source=rss&utm_medium=rss&utm_campaign=the-2020-api-industry-landscape-map
[8] https://techcrunch.com/2020/04/07/einride-demonstrates-a-single-operator-controlling-multiple-of-its-driverless-cargo-vehicles/
[5] https://medium.com/swlh/ai-google-maps-79237f8946e3?source=rss-------8-----------------artificial_intelligence
[2] https://www.bloomberg.com/news/articles/2020-04-07/coronavirus-isn-t-stopping-europe-s-push-to-regulate-ai
[2] https://www.theverge.com/2020/4/6/21209964/self-driving-shuttles-covid-19-tests-florida-beep-jacksonville-navya
[2] https://coverager.com/insurances-next-step-real-core-system-innovation/?utm_campaign=Insurtech&utm_medium=email&utm_source=Revue%20newsletter
[2] https://www.mckinsey.com/business-functions/sustainability/our-insights/addressing-climate-change-in-a-post-pandemic-world

Top URLs in Tweet in G7:
[2] https://twitter.com/darrenrovell/status/1247933676874334208
[2] https://bdaily.co.uk/articles/2020/04/06/this-weeks-london-appointments
[2] https://ii.11fs.com/59
[1] https://twitter.com/i/web/status/1248359284192108545
[1] https://twitter.com/i/web/status/1247236686712430592
[1] https://twitter.com/i/web/status/1247242701860270080
[1] https://twitter.com/i/web/status/1247983908437647364
[1] https://twitter.com/i/web/status/1248213394597072897
[1] https://twitter.com/i/web/status/1247455648075452416
[1] https://twitter.com/i/web/status/1248187539804041216

Top URLs in Tweet in G8:
[12] https://www.weforum.org/agenda/2020/04/depression-global-economy-coronavirus/
[4] https://www.datanami.com/2020/04/06/understanding-the-limits-of-ai/
[3] https://www.unite.ai/new-research-shows-how-ai-can-act-as-mediators/
[3] https://metro.co.uk/2020/04/07/celebrity-deepfake-videos-12520788/
[3] https://hbr-org.cdn.ampproject.org/c/s/hbr.org/amp/2020/02/stop-calling-it-innovation?utm_content=buffer2c580&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://engage.bah.com/Article/Redirect/bd0ac860-8d97-4c84-9255-7bd74390ccf1?uc=30185&g=73339bf0-6844-45d2-83fd-d7b3b1c6f213&f=70243
[2] https://www.information-age.com/the-top-10-most-innovative-insurtech-companies-123488729/
[2] https://www.nytimes.com/2020/04/05/opinion/coronavirus-testing-smart-home.html
[2] https://www.kdnuggets.com/2020/03/24-best-free-books-understand-machine-learning.html
[2] https://www.analyticsinsight.net/healthcare-centers-turning-ai-combat-covid-19/

Top URLs in Tweet in G9:
[6] https://www.datanami.com/2020/04/06/understanding-the-limits-of-ai/
[2] https://techcrunch.com/2020/04/07/einride-demonstrates-a-single-operator-controlling-multiple-of-its-driverless-cargo-vehicles/
[2] https://alltheinternetofthings.com/entries/639830
[2] https://www.fintechmagazine.com/fintech/how-artificial-intelligence-changing-insurance
[1] https://twitter.com/i/web/status/1220561153174179842
[1] https://twitter.com/i/web/status/1247895894646644740
[1] https://thenextweb.com/growth-quarters/2020/04/02/why-its-almost-impossible-to-insure-these-5-emerging-technologies/
[1] https://www.forbes.com/sites/louiscolumbus/2019/11/24/10-predictions-how-ai-will-improve-cybersecurity-in-2020/
[1] http://matteorizzi.me/personal/from-510-million-km2-to-001-what-did-i-learn/
[1] https://nuzzel.com/AlexKim/2020/04/01?utm_medium=referral&utm_campaign=ashare&utm_source=twitter

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1248247521870147585
[1] https://twitter.com/i/web/status/1247429011837464578
[1] https://twitter.com/i/web/status/1247927133059584001
[1] https://twitter.com/i/web/status/1248306669207027714
[1] https://twitter.com/i/web/status/1247483763443093509
[1] https://twitter.com/i/web/status/1247434807447113728
[1] https://twitter.com/i/web/status/1247475252940222464
[1] https://twitter.com/i/web/status/1247475535325859841
[1] https://twitter.com/i/web/status/1247475787181314049
[1] https://twitter.com/i/web/status/1248257680742985730

Top Domains
Top Domains in Tweet in Entire Graph:
[1357] twitter.com
[163] paper.li
[141] twinybots.ch
[133] snip.ly
[117] co.uk
[79] datanami.com
[62] insurtechnews.com
[57] iammarketingmedia.com
[56] sifted.eu
[55] techcrunch.com

Top Domains in Tweet in G1:
[225] twitter.com
[65] snip.ly
[33] datanami.com
[28] nodexlgraphgallery.org
[24] twinybots.ch
[21] sifted.eu
[18] businessinsider.com
[17] coverager.com
[17] bloomberg.com
[16] getrevue.co

Top Domains in Tweet in G2:
[177] twitter.com
[63] paper.li
[33] co.uk
[18] twinybots.ch
[12] insurtechnews.com
[8] dlvr.it
[7] coverager.com
[7] claimsplanet.com
[5] linkedin.com
[4] tradepub.com

Top Domains in Tweet in G3:
[137] twitter.com
[57] snip.ly
[49] co.uk
[47] twinybots.ch
[32] datanami.com
[25] sifted.eu
[22] kdnuggets.com
[19] techcrunch.com
[17] bloomberg.com
[15] fintechmagazine.com

Top Domains in Tweet in G4:
[80] twitter.com
[30] insurtechnews.com
[19] twinybots.ch
[18] paper.li
[13] sviaccelerator.com
[11] mailchi.mp
[10] theherdlocker.com
[7] propertycasualty360.com
[6] snip.ly
[6] insurance-edge.net

Top Domains in Tweet in G5:
[135] twitter.com
[36] jobvite.com
[6] paper.li
[6] fintechdirect.net
[4] sifted.eu
[3] nfx.com
[3] t.co
[2] apiscene.io
[2] reinsurancene.ws
[2] futurism.com

Top Domains in Tweet in G6:
[20] twitter.com
[16] techcrunch.com
[14] statista.com
[9] twinybots.ch
[8] thefintechtimes.com
[6] medium.com
[5] insurtechnews.com
[3] techrepublic.com
[2] bloomberg.com
[2] theverge.com

Top Domains in Tweet in G7:
[68] twitter.com
[2] linkedin.com
[2] co.uk
[2] 11fs.com
[1] spotfolio.com
[1] tek2day.com
[1] pitchbook.com
[1] reinsurancene.ws
[1] paper.li

Top Domains in Tweet in G8:
[41] twitter.com
[12] weforum.org
[4] kdnuggets.com
[4] datanami.com
[3] unite.ai
[3] analyticsinsight.net
[3] fintechmagazine.com
[3] co.uk
[3] ampproject.org
[3] finextra.com

Top Domains in Tweet in G9:
[11] twitter.com
[6] datanami.com
[5] paper.li
[3] alltheinternetofthings.com
[2] thenextweb.com
[2] techcrunch.com
[2] fintechmagazine.com
[1] forbes.com
[1] matteorizzi.me
[1] nuzzel.com

Top Domains in Tweet in G10:
[14] twitter.com
[1] linkedin.com
[1] iota.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2676] insurtech
[2259] fintech
[865] ai
[571] insurance
[408] startup
[376] artificialintelligence
[312] innovation
[285] cybersecurity
[235] covid19
[228] bigdata



Top Hashtags in Tweet in G1:
[842] fintech
[832] insurtech
[304] ai
[196] startup
[166] insurance
[160] finserv
[146] innovation
[136] artificialintelligence
[110] bigdata
[86] banks

Top Hashtags in Tweet in G2:
[171] insurtech
[70] insurance
[61] fintech
[23] innovation
[13] startup
[10] covid19
[9] technology
[8] artificialintelligence
[7] claimsmanagement
[6] banking

Top Hashtags in Tweet in G3:
[579] fintech
[570] insurtech
[269] ai
[109] artificialintelligence
[94] startup
[82] insurance
[70] startups
[66] cybersecurity
[55] covid19
[51] innovation

Top Hashtags in Tweet in G4:
[206] insurtech
[86] insurance
[74] fintech
[24] ai
[21] cybersecurity
[16] startup
[15] covid19
[12] innovation
[11] pandc
[10] news

Top Hashtags in Tweet in G5:
[234] insurtech
[211] fintech
[124] hiring
[101] tweetmyjobs
[77] jobopening
[62] jobs
[34] job
[32] ai
[24] startups
[21] tech

Top Hashtags in Tweet in G6:
[121] fintech
[94] insurtech
[56] analytics
[51] cybersecurity
[43] blockchain
[41] ai
[32] bigdata
[30] ml
[26] infosec
[25] cio

Top Hashtags in Tweet in G7:
[50] insurtech
[39] insurance
[16] fintech
[8] india
[7] startup
[5] blockchain
[4] corona
[3] hongkong
[3] virtual
[3] weltwirtschaft

Top Hashtags in Tweet in G8:
[120] ai
[117] fintech
[84] insurtech
[81] artificialintelligence
[30] iot
[24] robots
[20] covid19
[19] bigdata
[17] tech
[16] robotics

Top Hashtags in Tweet in G9:
[84] fintech
[83] insurtech
[55] ml
[55] cybersecurity
[51] dl
[46] algorithms
[27] ai
[10] iot
[9] bitcoin
[7] blockchain

Top Hashtags in Tweet in G10:
[5] insurance
[5] insurtech
[5] smarthome
[2] ring
[2] nest
[1] iot
[1] ai
[1] machinelearning

Top Words
Top Words in Tweet in Entire Graph:
[2448] Words in Sentiment List#1: Positive
[1199] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[79032] Non-categorized Words
[82679] Total Words
[2674] #insurtech
[2246] #fintech
[865] #ai
[609] insurance
[570] #insurance

Top Words in Tweet in G1:
[839] #fintech
[832] #insurtech
[304] #ai
[193] #startup
[192] albertogaruccio
[180] andi_staub
[176] spirosmargaris
[166] #insurance
[160] #finserv
[155] enricomolinari

Top Words in Tweet in G2:
[171] #insurtech
[129] insurtech
[69] #insurance
[61] #fintech
[59] latest
[56] insurance
[37] daily
[37] 19
[36] covid
[23] #innovation

Top Words in Tweet in G3:
[571] #fintech
[570] #insurtech
[269] #ai
[240] spirosmargaris
[109] #artificialintelligence
[90] #startup
[82] #insurance
[70] #startups
[67] good
[66] #cybersecurity

Top Words in Tweet in G4:
[206] #insurtech
[86] #insurance
[72] #fintech
[39] insurtech
[39] covid
[36] 19
[32] insurance
[25] customer
[24] join
[24] #ai

Top Words in Tweet in G5:
[234] #insurtech
[211] #fintech
[124] guidewire
[124] #hiring
[101] #tweetmyjobs
[81] fgraillot
[77] #jobopening
[76] part
[70] engineer
[62] #jobs

Top Words in Tweet in G6:
[121] #fintech
[111] fisher85m
[107] gt
[94] #insurtech
[66] mikequindazzi
[56] #analytics
[53] infographic
[53] antgrasso
[51] #cybersecurity
[46] use

Top Words in Tweet in G7:
[48] #insurtech
[39] #insurance
[29] insurance
[22] insurtech
[21] hellogetsafe
[20] rahul_j_mathur
[17] gethonchouk
[16] #fintech
[16] big
[16] news

Top Words in Tweet in G8:
[120] #ai
[117] #fintech
[84] #insurtech
[81] #artificialintelligence
[59] vladobotsvadze
[53] ai
[37] spirosmargaris
[36] 20
[36] years
[36] software

Top Words in Tweet in G9:
[84] #fintech
[83] #insurtech
[56] ai
[55] #ml
[55] #cybersecurity
[55] ianljones98
[51] #dl
[49] cybersecurity
[47] role
[47] eccouncil

Top Words in Tweet in G10:
[63] insurance
[59] home
[56] weareherolabs
[53] ve
[53] building
[52] product
[48] spirit
[48] time
[48] cat
[48] bag

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1112] #fintech,#insurtech
[439] #insurtech,#fintech
[170] #insurtech,#startup
[165] covid,19
[162] #ai,#fintech
[143] #insurance,#insurtech
[134] gt,gt
[129] guidewire,#hiring
[122] good,read
[116] spirosmargaris,good

Top Word Pairs in Tweet in G1:
[420] #fintech,#insurtech
[185] #insurtech,#fintech
[100] #insurtech,#startup
[81] #fintech,#finserv
[74] #startup,#innovation
[73] #bitcoin,defi
[73] defi,displace
[73] displace,#banks
[73] #banks,ty
[73] ty,dailyfintech

Top Word Pairs in Tweet in G2:
[36] covid,19
[36] #insurance,#insurtech
[32] #fintech,#insurtech
[13] insurtech,companies
[12] #innovation,#insurtech
[10] daily,#fintech
[9] #insurtech,#fintech
[9] business,interruption
[8] top,10
[8] cyber,insurance

Top Word Pairs in Tweet in G3:
[369] #fintech,#insurtech
[64] #ai,#fintech
[61] good,read
[52] spirosmargaris,good
[46] #insurtech,#fintech
[43] #insurtech,#vc
[40] #startups,#fintech
[40] #insurtech,#ai
[37] #insurtech,#artificialintelligence
[36] #insurtech,#startup

Top Word Pairs in Tweet in G4:
[36] covid,19
[31] #insurtech,#fintech
[23] #fintech,#insurtech
[20] #insurance,#insurtech
[15] interesting,welcome
[15] welcome,move
[15] move,allstate
[15] allstate,amfam
[15] amfam,refund
[15] refund,auto

Top Word Pairs in Tweet in G5:
[135] #insurtech,#fintech
[124] guidewire,#hiring
[101] #fintech,#tweetmyjobs
[77] #tweetmyjobs,#jobopening
[62] #jobopening,#jobs
[49] tektok,milanjugovic
[44] ishnae,guidewire
[42] vesuvio,labs
[40] current,crisis
[39] fgraillot,great

Top Word Pairs in Tweet in G6:
[71] gt,gt
[42] use,cases
[42] cases,infographic
[34] infographic,#fintech
[34] #fintech,#insurtech
[31] #blockchain,capital
[31] capital,markets
[31] markets,use
[30] #fintech,#analytics
[29] mikequindazzi,antgrasso

Top Word Pairs in Tweet in G7:
[10] #fintech,#insurtech
[10] covid,19
[9] big,news
[9] submitted,bafin
[8] #insurtech,hellogetsafe
[8] application,#insurance
[7] news,hellogetsafe
[7] hellogetsafe,becoming
[7] becoming,licensed
[7] licensed,insurance

Top Word Pairs in Tweet in G8:
[62] #fintech,#insurtech
[40] #artificialintelligence,#ai
[36] 20,years
[29] #ai,#fintech
[23] #fintech,#iot
[21] #iot,#robots
[18] last,20
[18] years,software
[18] software,ate
[18] ate,world

Top Word Pairs in Tweet in G9:
[64] #fintech,#insurtech
[51] #ml,#dl
[47] cybersecurity,eccouncil
[46] role,ai
[46] ai,cybersecurity
[46] eccouncil,#fintech
[46] #insurtech,#ml
[46] #dl,#algorithms
[46] #algorithms,#cybersecurity
[45] ianljones98,role

Top Word Pairs in Tweet in G10:
[51] building,home
[51] home,insurance
[50] insurance,product
[48] spirit,time
[48] time,cat
[48] cat,bag
[48] bag,ve
[48] ve,secretly
[48] secretly,building
[45] weareherolabs,spirit

Top Replied-To
Top Replied-To in Entire Graph:
@futureadyid
@minh_q_tran
@guerrillakitch
@limestdp
@bakingvc
@loadsurel
@kaskoltd
@brettender
@realadambz
@stratorob

Top Replied-To in G1:
@minh_q_tran
@stratorob
@amtrustinsured
@insurancenexus

Top Replied-To in G3:
@salesforce

Top Replied-To in G4:
@minh_q_tran
@olga_02138
@johnbachmann80

Top Replied-To in G5:
@labsvesuvio
@cyril_chiffot
@jankastory
@fgraillot

Top Replied-To in G7:
@brettender
@realadambz
@_mrogers
@boerseard
@dfv_ag
@sethzaremba
@nigelwalsh

Top Replied-To in G10:
@weareherolabs

Top Mentioned
Top Mentioned in Entire Graph:
@spirosmargaris
@albertogaruccio
@fgraillot
@andi_staub
@fisher85m
@jblefevre60
@antgrasso
@mikequindazzi
@enricomolinari
@ipfconline1

Top Mentioned in G1:
@albertogaruccio
@andi_staub
@spirosmargaris
@jblefevre60
@enricomolinari
@fgraillot
@ipfconline1
@dailyfintech
@stratorob
@jimmarous

Top Mentioned in G2:
@ormiga

Top Mentioned in G3:
@spirosmargaris
@neiraosci
@albertogaruccio
@andi_staub
@globaliqx
@fisher85m
@fgraillot
@antgrasso
@jblefevre60
@ipfconline1

Top Mentioned in G4:
@sviaccelerator
@fgraillot
@robgalb
@allstate
@insurtechnews
@amfam
@spirosmargaris
@albertogaruccio
@fisher85m
@mcins_

Top Mentioned in G5:
@fgraillot
@milanjugovic
@ishnae
@boeckbx
@labsvesuvio
@kickstart_inno
@spirosmargaris
@go_ask_jay
@albertogaruccio
@cachet_me

Top Mentioned in G6:
@fisher85m
@mikequindazzi
@antgrasso
@jeroenbartelse
@globaliqx
@albertogaruccio
@66iot
@spirosmargaris
@jimmarous
@fgraillot

Top Mentioned in G7:
@hellogetsafe
@rahul_j_mathur
@gethonchouk
@dfv_ag
@c_wiens
@crowdcube
@cgledhill
@insurledger
@hippo_insurance
@inside_r3

Top Mentioned in G8:
@vladobotsvadze
@spirosmargaris
@wef
@albertogaruccio
@elonmusk
@tesla
@digitaltrends
@bristowcolin
@cbinsights
@deeplearn007

Top Mentioned in G9:
@ianljones98
@eccouncil
@billmew
@spirosmargaris
@albertogaruccio
@fisher85m
@thenextweb
@lloydsoflondon
@fgraillot

Top Mentioned in G10:
@weareherolabs
@joinhiro
@earthwormgroup
@eveningstandard
@whistlerpedia
@krystianzajac
@dansimerman

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@quibellpaul
@clairebotai
@chidambara09
@evankirstel
@cybersec_feeds
@aldoceccarelli
@ottlegalrebels
@thomasclone
@businessinsider

Top Tweeters in G1:
@chidambara09
@aldoceccarelli
@ottlegalrebels
@pelias01
@calcaware
@kcs39194
@lelkan
@lyleklich
@gvalan
@themrblueprint

Top Tweeters in G2:
@evanderburg
@m157q_news_rss
@mohd_arif
@stackdevjobs
@harleenas
@seqcomplete
@getthatrightgtr
@eng470527
@karl_popp
@ansmt

Top Tweeters in G3:
@sectest9
@clairebotai
@evankirstel
@cybersec_feeds
@machinelearnflx
@andrewmorrisuk
@gezgintrk
@timothy_hughes
@moneycontrolcom
@kuriharan

Top Tweeters in G4:
@businessinsider
@dcarsoncpa_nyc
@forbes
@continimarco
@vesperuk
@mihaiscorobete
@techaggreg
@dcarsoncpafnrsk
@fritinancy
@steve_e

Top Tweeters in G5:
@fintechna
@trippbraden
@howardstrauber
@caring_mobile
@rldi_lamy
@drferdowsi
@enriquen
@conceptengager
@mench90
@diversity54

Top Tweeters in G6:
@quibellpaul
@tess_blue815
@openmarketingtv
@jacobussystems
@websecurityit
@jmarinpu
@vishne0
@rizal2407
@jett_grunfeld
@cephalopodluke2

Top Tweeters in G7:
@michael_kunz
@pra
@pythonista11
@nigelwalsh
@e_nterdiscipl
@bdaily
@anwaradushe
@cgledhill
@freecharge
@userexperienceu

Top Tweeters in G8:
@thomasclone
@jeandoobs
@benishii_
@btptechsearch
@you_7se
@jhergony
@akdm_bot
@digitaltrends
@alamgirahmed
@wef

Top Tweeters in G9:
@santchiweb
@nicochan33
@vivmilano
@sfdirewolf
@yvesmulkers
@bernardo_pirola
@theiot
@thenextweb
@a_abdulaziz_a
@acertijo

Top Tweeters in G10:
@eveningstandard
@ksg001215
@accretionist
@dclvitorino
@iotawins
@stefanlabusga
@iotacoordicide
@subtillion
@julien____g
@willbank


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