InsurTech, Twitter, 2/4/2022 1:28:29 PM, 271322


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InsurTech_2022-02-04_04-55-46.xlsx
InsurTech_2022-02-04_04-55-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 04, 2022
Short Description:
InsurTech via NodeXL https://bit.ly/3olGjVy
@enricomolinari
@insurtechforum
@globaliqx
@chidambara09
@fgraillot
@spirosmargaris
@danfiehn
@techcrunch
@eficiens
@fluttbot

Top hashtags:
#insurtech
#ai
#finserv
#javascript
#python
#iot
#cx
#ehealth
#data
#ces2023

Description:
Description
The graph represents a network of 1,514 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, 04 February 2022 at 13:10 UTC.

The requested start date was Friday, 04 February 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 21-hour, 31-minute period from Tuesday, 01 February 2022 at 02:59 UTC to Friday, 04 February 2022 at 00:30 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 : 1514
Unique Edges : 1971
Edges With Duplicates : 17037
Total Edges : 19008
Number of Edge Types : 5
Retweet : 6448
MentionsInRetweet : 8713
Mentions : 3200
Replies to : 118
Tweet : 529
Self-Loops : 1031
Reciprocated Vertex Pair Ratio : 0.0388174807197943
Reciprocated Edge Ratio : 0.0747339767384311
Connected Components : 215
Single-Vertex Connected Components : 150
Maximum Vertices in a Connected Component : 1137
Maximum Edges in a Connected Component : 18431
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.511446
Graph Density : 0.00176410344168243
Modularity : 0.173698
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,514 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, 04 February 2022 at 13:10 UTC.

The requested start date was Friday, 04 February 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 21-hour, 31-minute period from Tuesday, 01 February 2022 at 02:59 UTC to Friday, 04 February 2022 at 00:30 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:
[563] https://www.jobpreference.com/
[57] https://twinybots.ch/
[48] https://www.oneragtime.com/24-industries-disrupted-by-ai-infographic/?utm_content=buffer9cbd7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[41] https://techcrunch.com/2022/02/02/kenyan-insurtech-startup-lami-enters-malawi-drc-after-acquiring-bluewave-eyes-rest-of-africa/
[32] https://veille-cyber.com/visualizing-the-state-of-global-debt-by-country
[31] https://trib.al/ztIxem8
[28] https://veille-cyber.com/unesco-ai-ethics-impacting-2022-global-startups-and-humanitys-billions
[27] https://www.reuters.com/world/europe/exclusive-eu-eyes-lower-bar-force-foreign-banks-become-subsidiaries-2022-01-28/
[27] https://www.bankingdive.com/news/fintech-amount-buys-linear-for-175m/618190/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-02-02%20Banking%20Dive%20%5Bissue:39486%5D&utm_term=Banking%20Dive
[25] https://veille-cyber.com/microstrategy-takes-147m-impairment-charge-on-bitcoin-holdings-in-q4

Top URLs in Tweet in G1:
[61] https://www.jobpreference.com/
[18] https://www.indiatimes.com/technology/news/artificial-intelligence-ethical-dangers-557346.html?utm_content=buffer10c5b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[14] https://www.businesstoday.in/technology/story/tech-enabling-innovation-across-insurance-sector-india-insurtech-founder-320898-2022-01-31?utm_content=buffer482a1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://www.wamda.com/2022/01/key-exits-2021-mean-menas-ecosystem?utm_content=buffercc1af&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://ftpartners.docsend.com/view/x3bgig5qz43f2pd5
[11] https://www.calcalistech.com/ctech/articles/0,7340,L-3927797,00.html?utm_content=buffer4c114&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.finextra.com/newsarticle/39617/revolut-moves-into-insurtech-with-pet-product
[8] https://ffnews.com/newsarticle/exclusive-venture-capital-and-the-mitigation-of-risk-in-insurtech/?utm_content=buffer62892&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://fortune.com/2022/02/01/ai-dangers-of-low-quality-data/?utm_content=buffer7dc85&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://analyticsindiamag.com/self-driving-cars-to-become-a-major-challenge-for-legal-systems%EF%BF%BC/?utm_content=bufferd8f25&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[317] https://www.jobpreference.com/
[23] https://soundcloud.com/kiiaraonline/dont-get-confused?ref=clipboard&p=i&c=0
[17] https://www.reuters.com/world/europe/exclusive-eu-eyes-lower-bar-force-foreign-banks-become-subsidiaries-2022-01-28/
[15] https://www.bankingdive.com/news/fintech-amount-buys-linear-for-175m/618190/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-02-02%20Banking%20Dive%20%5Bissue:39486%5D&utm_term=Banking%20Dive
[14] https://veille-cyber.com/unesco-ai-ethics-impacting-2022-global-startups-and-humanitys-billions
[13] https://twinybots.ch/
[12] https://pressreleases.responsesource.com/news/102357/zenzium-supports-a-new-trial-of-wearable-technologies-in-combination/
[12] https://veille-cyber.com/a-woman-claimed-she-was-virtually-groped-by-a-gang-of-male-avatars-in-metas-metaverse
[12] https://veille-cyber.com/top-programming-languages-and-their-uses-2
[11] https://www.the-next-tech.com/development/why-should-you-start-learning-python/?utm_source=twitter&utm_medium=social&utm_campaign=TNT

Top URLs in Tweet in G3:
[13] https://techcrunch.com/2022/02/02/kenyan-insurtech-startup-lami-enters-malawi-drc-after-acquiring-bluewave-eyes-rest-of-africa/
[12] https://twinybots.ch/
[12] https://techcrunch.com/2022/02/02/kenyan-insurtech-startup-lami-enters-malawi-drc-after-acquiring-bluewave-eyes-rest-of-africa/?utm_source=dlvr.it&utm_medium=twitter
[5] https://techcrunch.com/2022/02/02/daily-crunch-with-4m-pre-seed-round-casava-sets-new-funding-record-for-african-insurtech/
[5] https://finance.yahoo.com/news/daily-crunch-4m-pre-seed-230901900.html
[4] https://www.bankingdive.com/news/cfpbs-chopra-is-unafraid-to-keep-fighting/618034/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-02-02%20Banking%20Dive%20%5Bissue:39486%5D&utm_term=Banking%20Dive
[4] https://www.financemagnates.com/fintech/revolut-gets-into-insurtech-landscape-with-pet-insurance-launch/
[4] https://www.linkedin.com/pulse/insurtech-insights-2022-lens-our-futuretech-world-sabine-vanderlinden/
[3] https://www.finextra.com/newsarticle/39617/revolut-moves-into-insurtech-with-pet-product
[3] https://www.business-live.co.uk/technology/insurtech-disruptor-eyes-expansion-after-22948348?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar

Top URLs in Tweet in G4:
[184] https://www.jobpreference.com/
[19] https://veille-cyber.com/visualizing-the-state-of-global-debt-by-country
[15] https://veille-cyber.com/microstrategy-takes-147m-impairment-charge-on-bitcoin-holdings-in-q4
[14] https://veille-cyber.com/the-eu-and-u-s-are-starting-to-align-on-ai-regulation
[11] https://veille-cyber.com/augmented-intelligence-what-it-is-and-why-it-will-be-smarter-than-ai
[10] https://veille-cyber.com/unesco-ai-ethics-impacting-2022-global-startups-and-humanitys-billions
[9] https://veille-cyber.com/nfts-are-stayin-alive-as-new-minting-trends-ai-and-music-based-projects-thrive
[9] https://veille-cyber.com/3-ways-artificial-intelligence-could-boost-your-cybersecurity
[9] https://veille-cyber.com/with-nft-all-stars-two-crypto-art-veterans-take-the-conversation-further
[9] https://veille-cyber.com/now-for-the-hard-part-deploying-ai-at-scale/

Top URLs in Tweet in G5:
[30] https://trib.al/ztIxem8
[9] https://techcrunch.com/2022/02/02/kenyan-insurtech-startup-lami-enters-malawi-drc-after-acquiring-bluewave-eyes-rest-of-africa/
[8] https://trib.al/5LY7e8b
[1] https://twitter.com/SheilahBirgen/status/1489171644941848579
[1] https://arstechnica.com/gadgets/2022/02/mysterious-port-less-laptop-is-7-mm-thin/

Top URLs in Tweet in G6:
[33] https://www.oneragtime.com/24-industries-disrupted-by-ai-infographic/?utm_content=buffer9cbd7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[22] https://twinybots.ch/
[7] https://www.bankingdive.com/news/fintech-amount-buys-linear-for-175m/618190/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-02-02%20Banking%20Dive%20%5Bissue:39486%5D&utm_term=Banking%20Dive
[4] https://www.bankingdive.com/news/cfpbs-chopra-is-unafraid-to-keep-fighting/618034/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-02-02%20Banking%20Dive%20%5Bissue:39486%5D&utm_term=Banking%20Dive
[3] https://techcrunch.com/2022/02/02/kenyan-insurtech-startup-lami-enters-malawi-drc-after-acquiring-bluewave-eyes-rest-of-africa/
[3] https://techcrunch.com/2022/02/02/daily-crunch-with-4m-pre-seed-round-casava-sets-new-funding-record-for-african-insurtech/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.finextra.com/newsarticle/39617/revolut-moves-into-insurtech-with-pet-product
[2] https://www.dig-in.com/list/top-insurance-startup-funding-rounds-january-2022
[2] https://www.reuters.com/world/europe/exclusive-eu-eyes-lower-bar-force-foreign-banks-become-subsidiaries-2022-01-28/
[2] https://www.reuters.com/world/us/exclusive-us-sec-suspended-internal-watchdog-7-days-after-misconduct-finding-2022-02-02/

Top URLs in Tweet in G7:
[2] https://hbr.org/2022/01/how-to-navigate-the-ethical-risks-of-doing-business-in-china?utm_source=twitter&utm_medium=Social&utm_campaign=WorkTrends%20
[1] https://twitter.com/BTCZFutureCoin/status/1488729718065147906
[1] https://mobilesyrup.com/2022/01/28/apple-might-be-poaching-xbox-engineers-possibly-to-build-a-console/
[1] https://mobilesyrup.com/2022/01/28/white-house-35-states-and-microsoft-back-epics-app-store-appeal/
[1] https://www.the-next-tech.com/business/prepare-your-business-for-data-security-risks-in-future/?utm_source=twitter&utm_medium=social&utm_campaign=TNT
[1] https://www.the-next-tech.com/blockchain-technology/what-does-the-future-hold-for-blockchain/?utm_source=twitter&utm_medium=social&utm_campaign=TNT
[1] https://www.eejournal.com/article/ibm-unveils-127-qubit-quantum-computer/
[1] https://coachtube.com/course/basketball/texas-tech-championship-defense-vs/7473072?ambassador=8761a591658644e48edbb835a
[1] https://www.robinspost.com/news/technology-news/daily-technology-news/1532969-technology-news-learning-to-write-with-eye-gaze-assistive-technology-als-news-today.html
[1] https://seekingalpha.com/news/3795134-why-did-paypal-and-block-stock-plunge-today-weak-guidance-fintech-slump?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G8:
[2] https://www.insurancethoughtleadership.com/agent-broker/6-ways-transform-customer-experience
[2] https://www.carriermanagement.com/news/2022/01/31/232060.htm?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.maddyness.com/2022/01/31/mesurer-succes-statup-levee-fonds/
[1] https://www.insurancejournal.com/news/international/2022/01/28/651291.htm
[1] https://www.insurancethoughtleadership.com/going-digital/insurtech-trends-2022
[1] https://www.insurancejournal.com/news/national/2022/02/01/651659.htm?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.insurancejournal.com/news/international/2022/02/01/651808.htm?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.slipcase.com/recommended

Top URLs in Tweet in G9:
[1] https://twitter.com/AlgoFoundation/status/1488621480648843265
[1] https://twitter.com/Algorand/status/1488640938163548160

Top URLs in Tweet in G10:
[1] https://www.dig-in.com/news/aon-report-natural-disasters-caused-130b-insured-losses
[1] https://www.dig-in.com/list/top-insurance-startup-funding-rounds-january-2022?utm_content=196393219&utm_medium=social&utm_source=twitter&hss_channel=tw-1283513354305204224
[1] https://bit.ly/34adzrP
[1] https://bit.ly/3Ghdcst
[1] https://dy.si/PSmtaP

Top Domains
Top Domains in Tweet in Entire Graph:
[563] jobpreference.com
[412] veille-cyber.com
[252] twitter.com
[165] trib.al
[137] digitaltrends.com
[118] the-next-tech.com
[110] venturebeat.com
[107] bankingdive.com
[106] techcrunch.com
[89] arstechnica.com

Top Domains in Tweet in G1:
[61] jobpreference.com
[45] biometricupdate.com
[36] veille-cyber.com
[27] indiatimes.com
[21] bankingdive.com
[14] medium.com
[14] techcrunch.com
[14] businesstoday.in
[13] reuters.com
[13] wamda.com

Top Domains in Tweet in G2:
[317] jobpreference.com
[221] twitter.com
[179] veille-cyber.com
[133] digitaltrends.com
[112] trib.al
[106] the-next-tech.com
[99] venturebeat.com
[76] arstechnica.com
[62] bankingdive.com
[54] wired.com

Top Domains in Tweet in G3:
[33] techcrunch.com
[12] twinybots.ch
[10] twitter.com
[10] yahoo.com
[9] linkedin.com
[7] co.uk
[6] insurtechinsights.com
[5] finextra.com
[5] bankingdive.com
[4] financemagnates.com

Top Domains in Tweet in G4:
[195] veille-cyber.com
[184] jobpreference.com
[9] techcrunch.com
[8] com.au
[7] arstechnica.com
[6] trib.al
[5] bankingdive.com
[5] cnet.com
[5] weeklyvoice.com
[5] theverge.com

Top Domains in Tweet in G5:
[38] trib.al
[9] techcrunch.com
[1] twitter.com
[1] arstechnica.com

Top Domains in Tweet in G6:
[33] oneragtime.com
[22] twinybots.ch
[12] bankingdive.com
[7] techcrunch.com
[4] reuters.com
[3] finextra.com
[2] dig-in.com
[2] analyticsindiamag.com
[2] veille-cyber.com
[1] americanbanker.com

Top Domains in Tweet in G7:
[2] hbr.org
[2] mobilesyrup.com
[2] the-next-tech.com
[2] bankingdive.com
[1] twitter.com
[1] eejournal.com
[1] coachtube.com
[1] robinspost.com
[1] seekingalpha.com
[1] youtube.com

Top Domains in Tweet in G8:
[3] insurancethoughtleadership.com
[3] insurancejournal.com
[2] carriermanagement.com
[1] maddyness.com
[1] slipcase.com

Top Domains in Tweet in G9:
[2] twitter.com

Top Domains in Tweet in G10:
[2] dig-in.com
[2] bit.ly
[1] dy.si

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4143] insurtech
[3453] ai
[3204] finserv
[2589] javascript
[2578] python
[2401] iot
[2354] cx
[2338] ehealth
[2310] data
[2306] ces2023



Top Hashtags in Tweet in G1:
[710] insurtech
[463] fintech
[296] ai
[273] finserv
[170] insurance
[159] cx
[159] data
[144] machinelearning
[137] ehealth
[131] digital

Top Hashtags in Tweet in G2:
[2804] insurtech
[2709] finserv
[2705] ai
[2551] javascript
[2351] python
[2263] iot
[2122] pytorch
[2110] iiot
[2021] ehealth
[2019] cx

Top Hashtags in Tweet in G3:
[81] insurtech
[34] insurance
[18] fintech
[15] innovation
[5] banking
[5] startup
[4] ai
[4] technology
[4] ui
[4] tech

Top Hashtags in Tweet in G4:
[394] ai
[378] robotics
[319] machinelearning
[296] insurtech
[281] aiethics
[180] fintech
[177] python
[164] bitcoin
[158] cybersecurity
[153] finserv

Top Hashtags in Tweet in G5:
[3] lamian
[3] insurtech
[2] lamians
[2] work
[2] team
[2] anniversary
[2] rt
[2] news
[1] datascientist
[1] digital

Top Hashtags in Tweet in G6:
[44] insurtech
[41] ai
[40] artificialintelligence
[39] infographic
[33] iotpl
[33] fintech
[12] banking
[8] machinelearning
[7] cybersecurity
[7] finserv

Top Hashtags in Tweet in G7:
[43] finserv
[30] fintech
[25] crypto
[25] cryptos
[25] innovation
[21] insurtech
[16] digital
[16] cx
[16] women
[16] ehealth

Top Hashtags in Tweet in G8:
[4] insurtech
[2] insurance
[1] startup
[1] fintech
[1] fundraising
[1] bolttech
[1] techinsights

Top Hashtags in Tweet in G9:
[18] insurtech
[1] dao
[1] web3
[1] blockchain

Top Hashtags in Tweet in G10:
[4] insurtech
[2] insurancefraud
[1] iwork4amfam
[1] startups
[1] pandemic
[1] insurers
[1] fraud
[1] insurance

Top Words
Top Words in Tweet in Entire Graph:
[4133] #insurtech
[3479] #ai
[3204] #finserv
[2617] #javascript
[2606] #python
[2429] #iot
[2354] #cx
[2338] #ehealth
[2310] #data
[2306] #ces2023

Top Words in Tweet in G1:
[702] #insurtech
[463] #fintech
[297] #ai
[273] #finserv
[228] insurtechforum
[170] #insurance
[163] enricomolinari
[159] #cx
[159] #data
[144] #machinelearning

Top Words in Tweet in G2:
[2804] #insurtech
[2730] #ai
[2709] #finserv
[2578] #javascript
[2378] #python
[2290] #iot
[2149] #pytorch
[2137] #iiot
[2021] #ehealth
[2019] #cx

Top Words in Tweet in G3:
[118] insurtech
[81] #insurtech
[46] startup
[37] lami
[37] bluewave
[34] #insurance
[34] eyes
[34] kenyan
[33] malawi
[33] drc

Top Words in Tweet in G4:
[394] #ai
[378] #robotics
[319] #machinelearning
[296] #insurtech
[281] #aiethics
[184] sign
[184] free
[184] charge
[180] #fintech
[177] #python

Top Words in Tweet in G5:
[50] insurtech
[43] kenyan
[41] lami
[39] startup
[39] enters
[39] malawi
[39] drc
[39] acquiring
[39] eyes
[39] rest

Top Words in Tweet in G6:
[68] ingliguori
[44] #insurtech
[41] #ai
[40] #artificialintelligence
[39] #infographic
[34] 24
[34] industries
[34] disrupted
[33] #iotpl
[33] #fintech

Top Words in Tweet in G7:
[43] #finserv
[30] #fintech
[25] #crypto
[25] #cryptos
[25] #innovation
[24] important
[24] before
[24] lose
[24] money
[24] know

Top Words in Tweet in G8:
[5] insurtech
[4] itlupdates
[4] #insurtech
[3] raises
[3] expand
[2] miss
[2] ways
[2] transform
[2] insurance
[2] customer

Top Words in Tweet in G9:
[34] algorand
[23] dbdtokens
[18] build
[18] #insurtech
[17] leveraging
[17] first
[17] kind
[17] blockchain
[17] based
[17] platform

Top Words in Tweet in G10:
[6] _diginsurance
[4] #insurtech
[4] thanks
[3] fight
[2] today
[2] foresight_ins
[2] making
[2] headlines
[2] one
[2] top

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2304] #ces2023,#finserv
[2295] #cx,#women
[2295] #women,#ehealth
[2290] #finserv,#fashiontech
[2269] #fashiontech,#insurtech
[2250] #ehealth,#data
[2250] #data,#ces2023
[2155] #iot,#iiot
[2138] #digital,#cx
[2124] #datascientist,#digital

Top Word Pairs in Tweet in G1:
[205] #fintech,#insurtech
[127] #cx,#women
[127] #women,#ehealth
[127] #ces2023,#finserv
[127] #finserv,#fashiontech
[126] #ehealth,#data
[126] #data,#ces2023
[124] #fashiontech,#insurtech
[123] #insurtech,#big
[122] chidambara09,#datascientist

Top Word Pairs in Tweet in G2:
[2136] #iot,#iiot
[2002] #ces2023,#finserv
[1995] #cx,#women
[1995] #women,#ehealth
[1991] #finserv,#fashiontech
[1975] #fashiontech,#insurtech
[1953] #ehealth,#data
[1953] #data,#ces2023
[1861] #digital,#cx
[1849] #datascientist,#digital

Top Word Pairs in Tweet in G3:
[39] insurtech,startup
[34] kenyan,insurtech
[34] startup,lami
[33] malawi,drc
[31] lami,enters
[31] enters,malawi
[31] drc,acquiring
[31] acquiring,bluewave
[31] bluewave,eyes
[31] eyes,rest

Top Word Pairs in Tweet in G4:
[302] #machinelearning,#ai
[280] #robotics,#aiethics
[252] #aiethics,#machinelearning
[184] sign,free
[184] free,charge
[168] #ai,#python
[147] #fintech,#insurtech
[143] #python,#datascience
[143] #datascience,#bigdata
[142] #100daysofcode,#robots

Top Word Pairs in Tweet in G5:
[39] kenyan,insurtech
[39] insurtech,startup
[39] enters,malawi
[39] malawi,drc
[39] drc,acquiring
[39] eyes,rest
[39] rest,africa
[38] startup,lami
[38] lami,enters
[38] acquiring,bluewave

Top Word Pairs in Tweet in G6:
[34] #infographic,24
[34] 24,industries
[34] industries,disrupted
[34] disrupted,#ai
[34] #ai,ingliguori
[34] ingliguori,#artificialintelligence
[31] #artificialintelligence,#iotpl
[30] ingliguori,#infographic
[26] #iotpl,#
[19] #fintech,#insurtech

Top Word Pairs in Tweet in G7:
[26] #fintech,#finserv
[25] #finserv,#cryptos
[25] #cryptos,#innovation
[24] important,before
[24] before,lose
[24] lose,money
[24] money,#crypto
[24] #crypto,know
[24] know,read
[24] read,table

Top Word Pairs in Tweet in G8:
[2] miss,ways
[2] ways,transform
[2] transform,insurance
[2] insurance,customer
[2] customer,experience
[2] experience,itlupdates
[2] itlupdates,#insurance
[2] méditer,parle
[2] parle,assez
[2] assez,ces

Top Word Pairs in Tweet in G9:
[17] dbdtokens,leveraging
[17] leveraging,algorand
[17] algorand,build
[17] build,first
[17] first,kind
[17] kind,blockchain
[17] blockchain,based
[17] based,#insurtech
[17] #insurtech,platform
[16] algorand,dbdtokens

Top Word Pairs in Tweet in G10:
[3] thanks,_diginsurance
[2] today,foresight_ins
[2] foresight_ins,making
[2] making,headlines
[2] headlines,one
[2] one,top
[2] top,#insurtech
[2] #insurtech,funding
[2] funding,rounds
[2] rounds,announced

Top Replied-To
Top Replied-To in Entire Graph:
@kiiara
@itsoknottobegay
@deshawraw
@wswmuc
@bristowcolin
@insurtechforum
@cnet
@tekiosmag
@xhsmgx

Top Replied-To in G1:
@insurtechforum
@bristowcolin
@wswmuc
@sabinevdl
@machine_ml
@stanleychen0402
@avrohomg
@techpearce2
@swisscognitive
@annielichtner

Top Replied-To in G2:
@kiiara
@itsoknottobegay
@deshawraw
@cnet
@xhsmgx
@shotbysyd
@culer014
@zone_astronomy

Top Replied-To in G5:
@mwabilimwagodi
@sheilahbirgen

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@kiiara
@betamoroney
@enilev
@detroit_detour
@jobpreference
@veillecyber3
@emergingexit
@enricomolinari
@rap_thesaurus

Top Mentioned in G1:
@insurtechforum
@enricomolinari
@chidambara09
@spirosmargaris
@globaliqx
@fgraillot
@andi_staub
@jobpreference
@damien_cabadi
@floriansemle

Top Mentioned in G2:
@chidambara09
@kiiara
@enilev
@betamoroney
@detroit_detour
@emergingexit
@jobpreference
@rap_thesaurus
@mobile_morgue
@veillecyber3

Top Mentioned in G3:
@drvnanduri
@motionscloud

Top Mentioned in G4:
@veillecyber3
@chidambara09
@jobpreference
@enricomolinari
@khulood_almani
@cryptvltd
@bankingdive
@visualcap
@wainomsocial
@kiiara

Top Mentioned in G5:
@techcrunch
@alex
@asmali77
@annienjanja
@sheilahbirgen
@lamiinsurtech
@appollokaranja
@bluewaveins
@reen_wekesa
@chidambara09

Top Mentioned in G6:
@ingliguori
@saaspump
@enricomolinari
@chidambara09
@mvollmer1
@spirosmargaris
@maria_freiria
@antgrasso
@swisscognitive
@alvinfoo

Top Mentioned in G7:
@btczfuturecoin
@chidambara09
@enricomolinari
@bankingdive
@insurtechforum
@enter_entendre
@kiiara
@yuhelenyu
@khulood_almani
@visualcap

Top Mentioned in G8:
@itlupdates
@ijournal
@enricomolinari
@anthonyrochand
@annielichtner
@socialmedia2day
@modjenn
@dimitrihommel
@arnaultchatel
@camillejourdain

Top Mentioned in G9:
@dbdtokens
@algorand
@danielmontoyahd

Top Mentioned in G10:
@_diginsurance
@foresight_ins
@amfam
@creativedlab
@uwmadison
@insurance_fraud
@sassoftware
@sabinevdl
@dave_fontain
@_

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@ejlazar
@xaelbot
@codedailybot
@thedeveloperbot
@cybersecurityn8
@evankirstel
@ipythonistabot

Top Tweeters in G1:
@cybersec_feeds
@ejlazar
@evankirstel
@reuters
@ssxman2
@gezgintrk
@lesechos
@nicochan33
@trippbraden
@vivmilano

Top Tweeters in G2:
@sectest9
@chidambara09
@xaelbot
@thedeveloperbot
@cybersecurityn8
@ipythonistabot
@morolswediu
@coder_487
@discovertech3
@jfsebastian146

Top Tweeters in G3:
@fxbooklttg
@cryptocryptone3
@noticiaaominuto
@topnewsat
@nonsellcom
@toyertoys
@ggtechau
@viemedianews
@exame
@continimarco

Top Tweeters in G4:
@codedailybot
@dataaugmented
@_funbot
@koudaiin
@botcybersec
@the404code
@fullnam35087976
@2bftawfik
@allesundnix_
@redroadmaster

Top Tweeters in G5:
@jichodadog
@bennittolindani
@kinjeketile
@asemota
@mwabilimwagodi
@techcrunch
@official_umoh
@shad_khalif
@_drfrusci
@techaggreg

Top Tweeters in G6:
@stanleyepstein
@satyajit1910
@scarlett_sandy
@lukeisaacson2
@chicagoedgehub
@alvinfoo
@corizance
@trab_bot
@iivanov482
@maria_freiria

Top Tweeters in G7:
@bot_innovation
@euro_vieira
@incogntech
@hayatou01
@ksyzi
@blockjn
@memer4206
@btczfuturecoin
@bitcoinztomars
@btczmarket

Top Tweeters in G8:
@jeandoobs
@socialmedia2day
@ijournal
@bymaddyness
@dimitrihommel
@camillejourdain
@arnaultchatel
@annielichtner
@modjenn
@carriermgmt

Top Tweeters in G9:
@_cryptoreport
@algorandreport
@fbinlsz39470258
@tavig17
@foxriverdevops
@andrzej_0xa0
@cobectbjiumypa
@algoknight
@algorand
@algogov

Top Tweeters in G10:
@uwmadison
@sassoftware
@amfam
@_diginsurance
@insurance_fraud
@_
@psettel
@volpiit
@omersventures
@alexkwiatkowski


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