StephaneNappo, Twitter, 8/10/2020 3:41:21 PM, 232311


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StephaneNappo_2020-08-10_06-58-04.xlsx
StephaneNappo_2020-08-10_06-58-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 10, 2020
Short Description:
StephaneNappo via NodeXL https://bit.ly/2PSzNnD
@ronald_vanloon
@ipfconline1
@stephanenappo
@thomas_harrer
@topcybernews
@themegatrends
@enricomolinari
@asokan_telecom
@mikequindazzi
@wef

Top hashtags:
#ai
#cybersecurity
#iot
#infosec
#machinelearning
#technology

Description:
Description
The graph represents a network of 1,751 Twitter users whose tweets in the requested range contained "StephaneNappo", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 August 2020 at 14:00 UTC.

The requested start date was Monday, 10 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 69-day, 4-hour, 53-minute period from Monday, 01 June 2020 at 09:06 UTC to Sunday, 09 August 2020 at 13:59 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 : 1751
Unique Edges : 4384
Edges With Duplicates : 16255
Total Edges : 20639
Number of Edge Types : 5
Retweet : 4919
MentionsInRetweet : 10706
Mentions : 4800
Tweet : 46
Replies to : 168
Self-Loops : 143
Reciprocated Vertex Pair Ratio : 0.0372029871011541
Reciprocated Edge Ratio : 0.0717371383688964
Connected Components : 23
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 1720
Maximum Edges in a Connected Component : 20610
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.798623
Graph Density : 0.00249294280819124
Modularity : 0.242644
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,751 Twitter users whose tweets in the requested range contained "StephaneNappo", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 August 2020 at 14:00 UTC.

The requested start date was Monday, 10 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 69-day, 4-hour, 53-minute period from Monday, 01 June 2020 at 09:06 UTC to Sunday, 09 August 2020 at 13:59 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 : StephaneNappo
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:
[97] https://becominghuman.ai/what-is-the-difference-between-data-annotation-and-labeling-in-ai-ml-bc0cabe0b9d6
[76] https://www.usmsystems.com/ai-in-cybersecurity/
[70] https://www.analyticbridge.datasciencecentral.com/profiles/blogs/how-anonymous-is-anonymous-data
[68] https://www.forbes.com/sites/thomasbrewster/2020/06/16/covid-19-tracking-apps-a-privacy-trash-fire-as-norway-nixes-its-own/#169a566841b4
[64] https://bigdata-madesimple.com/how-to-reduce-your-exposure-to-cyber-attacks-through-api-security-testing/
[59] https://www.kdnuggets.com/2020/03/most-useful-machine-learning-tools-2020.html#.XmynT5B9ceY.twitter
[55] https://www.youtube.com/watch?v=HrfrN3hn7QE

[49] https://www.nature.com/articles/d41586-019-02212-4
[49] https://artificialintelligence.oodles.io/blogs/5g-ai-and-iot/
[44] https://www.technative.io/iot-evolution-disruptive-trends/

Top URLs in Tweet in G1:
[24] https://www.technative.io/iot-evolution-disruptive-trends/
[13] https://www.analyticbridge.datasciencecentral.com/profiles/blogs/how-anonymous-is-anonymous-data
[6] https://twitter.com/i/web/status/1130050527620939776
[5] https://link.medium.com/Lh70QtFNg0
[5] https://medium.com/@ODSC/transforming-skewed-data-for-machine-learning-90e6cc364b0
[5] https://medium.com/@Unfoldlabs/5-tech-trends-that-will-disrupt-healthcare-in-2020-7b4c2103324e
[4] https://www.datasciencecentral.com/profiles/blogs/data-science-lessons-from-the-coronavirus
[4] https://becominghuman.ai/what-is-the-difference-between-data-annotation-and-labeling-in-ai-ml-bc0cabe0b9d6
[3] https://thefinancialbrand.com/93043/banking-digital-transformation-disruptive-mindset-altimeter-charlene-li-podcast/?smedia-twt-jm
[2] https://www.bmmagazine.co.uk/in-business/5-things-to-know-about-getting-started-with-ai-ml/

Top URLs in Tweet in G2:
[19] https://www.helpnetsecurity.com/2020/05/28/security-challenges-remote-working/
[18] https://bigdata-madesimple.com/how-to-reduce-your-exposure-to-cyber-attacks-through-api-security-testing/
[16] https://www.bleepingcomputer.com/news/security/source-code-from-dozens-of-companies-leaked-online/
[13] https://www.usmsystems.com/ai-in-cybersecurity/
[13] https://www.digitalcommerce360.com/2020/06/08/how-artificial-intelligence-and-augmented-reality-can-put-a-dent-in-return-rates/?utm_content=131255583&utm_medium=social&utm_source=twitter&hss_channel=tw-17392332
[13] https://www.forbes.com/sites/thomasbrewster/2020/06/16/covid-19-tracking-apps-a-privacy-trash-fire-as-norway-nixes-its-own/#169a566841b4
[11] https://www.bleepingcomputer.com/news/security/over-460-million-records-exposed-in-breach-incidents-reported-in-may/
[10] https://www.forbes.com/sites/zakdoffman/2020/06/18/genius-hackers-hijack-oxford-university-tech-for-masterpiece-attack-on-microsoft-users/
[10] https://www.forbes.com/sites/cognitiveworld/2019/09/24/the-wild-west-of-cyberspace/#328f5cd7b6b8
[9] https://www.weforum.org/agenda/2020/06/covid-19-pandemic-teaches-us-about-cybersecurity-cyberattack-cyber-pandemic-risk-virus

Top URLs in Tweet in G3:
[86] https://becominghuman.ai/what-is-the-difference-between-data-annotation-and-labeling-in-ai-ml-bc0cabe0b9d6
[57] https://www.kdnuggets.com/2020/03/most-useful-machine-learning-tools-2020.html#.XmynT5B9ceY.twitter
[55] https://www.usmsystems.com/ai-in-cybersecurity/
[53] https://www.analyticbridge.datasciencecentral.com/profiles/blogs/how-anonymous-is-anonymous-data
[51] https://www.youtube.com/watch?v=HrfrN3hn7QE

[51] https://www.forbes.com/sites/thomasbrewster/2020/06/16/covid-19-tracking-apps-a-privacy-trash-fire-as-norway-nixes-its-own/#169a566841b4
[46] https://www.nature.com/articles/d41586-019-02212-4
[43] https://bigdata-madesimple.com/how-to-reduce-your-exposure-to-cyber-attacks-through-api-security-testing/
[42] https://neurosciencenews.com/deep-sleep-ai-16410/
[38] https://searchenterpriseai.techtarget.com/quiz/Quiz-Find-out-how-smart-you-are-about-machine-learning-and-AI

Top URLs in Tweet in G4:
[17] https://www.visualcapitalist.com/cybercrime-costs/
[9] https://twitter.com/i/web/status/1130050527620939776
[8] https://www.fintechmagazine.com/insurance/five-ways-big-data-analytics-are-transforming-insurtech
[6] https://www.usmsystems.com/ai-in-cybersecurity/
[4] https://www.eetimes.com/u-s-critical-infrastructure-full-of-security-holes/
[4] https://becominghuman.ai/what-is-the-difference-between-data-annotation-and-labeling-in-ai-ml-bc0cabe0b9d6
[3] https://theconversation.com/a-cyberattack-could-wreak-destruction-comparable-to-a-nuclear-weapon-112173
[3] https://www.import.io/post/data-blending/
[2] https://www.protocol.com/manuals/health-care-revolution/future-of-health-care-wearables
[2] https://www.globaliqx.com/

Top URLs in Tweet in G5:
[2] https://www.bmmagazine.co.uk/in-business/5-things-to-know-about-getting-started-with-ai-ml/
[2] https://blog.simpliv.com/top-12-aws-certifications-right-aws-certification-path-simpliv/
[1] https://twitter.com/StephaneNappo/status/1273531164796563456?s=20
[1] https://twitter.com/StephaneNappo/status/1291810929567465473
[1] https://www.nature.com/articles/d41586-019-02212-4
[1] https://www.forbes.com/sites/forbestechcouncil/2020/03/02/one-in-five-smbs-dont-use-any-cybersecurity-heres-what-theyre-putting-at-risk/
[1] https://enterprisersproject.com/article/2020/6/artificial-intelligence-ai-8-habits-successful-teams?utm_content=132892094&utm_medium=social&utm_source=twitter&hss_channel=tw-1081234791758946304
[1] https://www.cpomagazine.com/data-protection/ai-predicted-to-take-over-privacy-tech/
[1] https://insidebigdata.com/2020/03/13/the-impact-of-python-how-it-could-rule-the-ai-world/
[1] https://becominghuman.ai/what-is-the-difference-between-data-annotation-and-labeling-in-ai-ml-bc0cabe0b9d6

Top URLs in Tweet in G6:
[5] https://enterprisersproject.com/article/2020/6/artificial-intelligence-ai-8-habits-successful-teams?utm_content=132892094&utm_medium=social&utm_source=twitter&hss_channel=tw-1081234791758946304
[3] https://devops.com/how-devops-powered-by-ai-and-machine-learning-is-delivering-business-transformation/?utm_content=130952280&utm_medium=social&utm_source=twitter&hss_channel=tw-38306887
[2] https://www.fool.ca/2020/07/06/a-beginners-guide-to-artificial-intelligence-investing/?utm_content=133906677&utm_medium=social&utm_source=twitter&hss_channel=tw-1081234791758946304
[1] https://www.forbes.com/sites/thomasbrewster/2020/06/16/covid-19-tracking-apps-a-privacy-trash-fire-as-norway-nixes-its-own/#169a566841b4
[1] https://www.forbes.com/sites/forbestechcouncil/2020/03/02/one-in-five-smbs-dont-use-any-cybersecurity-heres-what-theyre-putting-at-risk/
[1] https://interestingengineering.com/7-innovative-road-repair-and-maintenance-technologies?utm_content=135248204&utm_medium=social&utm_source=twitter&hss_channel=tw-4337144594
[1] https://indiaclimatedialogue.net/2020/06/29/using-artificial-intelligence-to-craft-clean-air-campaigns/?utm_content=133069280&utm_medium=social&utm_source=twitter&hss_channel=tw-1081234791758946304
[1] https://www.analyticsinsight.net/building-artificial-intelligence-model-business/?utm_content=134639634&utm_medium=social&utm_source=twitter&hss_channel=tw-1081234791758946304
[1] https://www.analyticsinsight.net/psychology-is-inevitable-in-artificial-intelligence/?utm_content=132189979&utm_medium=social&utm_source=twitter&hss_channel=tw-1081234791758946304
[1] https://www.forbes.com/sites/bernardmarr/2020/06/22/10-wonderful-examples-of-using-artificial-intelligence-ai-for-good/?utm_content=132530507&utm_medium=social&utm_source=twitter&hss_channel=tw-1081234791758946304#4d9d35e62f95

Top URLs in Tweet in G7:
[2] https://twitter.com/StephaneNappo
[1] http://www.huissier-dijon.com
[1] https://twitter.com/StephaneNappo/status/1271426278554587137
[1] https://twitter.com/StephaneNappo/status/1281228390696136704
[1] https://www.forbes.com/sites/bernardmarr/2020/04/20/these-25-technology-trends-will-define-the-next-decade/
[1] https://www.entrepreneur.com/article/353355?utm_content=135547785&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853

Top URLs in Tweet in G8:
[8] https://medium.com/ux-in-plain-english/are-we-talking-about-innovation-all-wrong-53baa364082?utm_content=131043908&utm_medium=social&utm_source=twitter&hss_channel=tw-17392332
[5] https://blogs.scientificamerican.com/observations/dont-panic-about-ai/?utm_content=133698905&utm_medium=social&utm_source=twitter&hss_channel=tw-17392332
[1] https://www.technative.io/iot-evolution-disruptive-trends/
[1] https://medium.com/@Unfoldlabs/5-tech-trends-that-will-disrupt-healthcare-in-2020-7b4c2103324e
[1] https://bigdata-madesimple.com/how-to-reduce-your-exposure-to-cyber-attacks-through-api-security-testing/
[1] https://insidebigdata.com/2020/03/13/the-impact-of-python-how-it-could-rule-the-ai-world/
[1] https://www.digitalcommerce360.com/2020/06/08/how-artificial-intelligence-and-augmented-reality-can-put-a-dent-in-return-rates/?utm_content=131255583&utm_medium=social&utm_source=twitter&hss_channel=tw-17392332

Top URLs in Tweet in G9:
[1] https://twitter.com/stephanenappo/status/1266774955867418627

Top Domains
Top Domains in Tweet in Entire Graph:
[210] forbes.com
[136] becominghuman.ai
[102] bigdata-madesimple.com
[102] datasciencecentral.com
[91] medium.com
[76] usmsystems.com
[69] techtarget.com
[59] kdnuggets.com
[58] youtube.com
[49] nature.com

Top Domains in Tweet in G1:
[24] technative.io
[20] medium.com
[17] datasciencecentral.com
[9] twitter.com
[5] becominghuman.ai
[4] forbes.com
[3] thefinancialbrand.com
[3] bigdata-madesimple.com
[3] youtube.com
[2] co.uk

Top Domains in Tweet in G2:
[76] forbes.com
[29] bleepingcomputer.com
[27] bigdata-madesimple.com
[26] zdnet.com
[22] helpnetsecurity.com
[13] usmsystems.com
[13] medium.com
[13] digitalcommerce360.com
[12] twitter.com
[10] weforum.org

Top Domains in Tweet in G3:
[123] becominghuman.ai
[122] forbes.com
[72] datasciencecentral.com
[67] bigdata-madesimple.com
[67] techtarget.com
[57] kdnuggets.com
[55] usmsystems.com
[51] youtube.com
[46] nature.com
[45] medium.com

Top Domains in Tweet in G4:
[17] visualcapitalist.com
[11] twitter.com
[8] fintechmagazine.com
[6] usmsystems.com
[4] eetimes.com
[4] datasciencecentral.com
[4] becominghuman.ai
[3] theconversation.com
[3] bigdata-madesimple.com
[3] medium.com

Top Domains in Tweet in G5:
[2] twitter.com
[2] co.uk
[2] forbes.com
[2] simpliv.com
[1] nature.com
[1] enterprisersproject.com
[1] cpomagazine.com
[1] insidebigdata.com
[1] becominghuman.ai
[1] youtube.com

Top Domains in Tweet in G6:
[5] enterprisersproject.com
[3] forbes.com
[3] devops.com
[2] analyticsinsight.net
[2] fool.ca
[1] interestingengineering.com
[1] indiaclimatedialogue.net
[1] zmescience.com
[1] theawardsmagazine.com

Top Domains in Tweet in G7:
[4] twitter.com
[1] huissier-dijon.com
[1] forbes.com
[1] entrepreneur.com

Top Domains in Tweet in G8:
[9] medium.com
[5] scientificamerican.com
[1] technative.io
[1] bigdata-madesimple.com
[1] insidebigdata.com
[1] digitalcommerce360.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2059] ai
[1836] cybersecurity
[1249] iot
[750] infosec
[680] machinelearning
[523] technology
[512] tech
[477] artificialintelligence
[477] privacy
[429] robotics



Top Hashtags in Tweet in G1:
[393] iot
[268] ai
[248] tech
[203] technology
[187] datascience
[183] artificialintelligence
[128] innovation
[92] machinelearning
[86] transport
[79] data

Top Hashtags in Tweet in G2:
[1537] cybersecurity
[844] ai
[717] infosec
[629] iot
[330] robotics
[309] megatrends
[302] privacy
[281] ar
[243] dataprivacy
[243] itsecurity

Top Hashtags in Tweet in G3:
[826] ai
[462] machinelearning
[235] cybersecurity
[162] bigdata
[146] privacy
[135] iot
[96] datascience
[72] covid19
[58] artificialintelligence
[55] mobility

Top Hashtags in Tweet in G4:
[85] ff
[64] ai
[60] iot
[39] insurtech
[32] fintech
[31] followfriday
[28] bigdata
[21] internetofthings
[19] security
[19] cybersecurity

Top Hashtags in Tweet in G5:
[27] ai
[24] cybersecurity
[22] iot
[18] technology
[16] tech
[12] bigdata
[11] fintech
[11] ff
[10] internetofthings
[8] megatrends

Top Hashtags in Tweet in G6:
[18] ai
[14] technology
[8] artificialintelligence
[3] devops
[3] machinelearning
[2] covid19
[2] innovation
[2] techtrends
[2] strategy
[2] emergingtech

Top Hashtags in Tweet in G7:
[2] techtrends
[2] technology
[1] cybersecurity
[1] cyberincident
[1] stephanenappo
[1] huissiers
[1] médiations
[1] mandataire
[1] constats
[1] conseils

Top Hashtags in Tweet in G8:
[8] creativity
[8] designthinking
[7] artificialintelligence
[5] superintelligence
[4] ai
[2] machinelearning
[1] iot
[1] bigdata
[1] blockchain
[1] healthcare

Top Hashtags in Tweet in G10:
[2] india
[1] china

Top Words
Top Words in Tweet in Entire Graph:
[2071] #ai
[1836] #cybersecurity
[1721] stephanenappo
[1255] #iot
[1171] ipfconline1
[915] ronald_vanloon
[846] themegatrends
[750] #infosec
[654] #machinelearning
[635] cc

Top Words in Tweet in G1:
[606] ronald_vanloon
[394] #iot
[267] #ai
[249] #tech
[203] #technology
[187] #datascience
[183] #artificialintelligence
[137] wef
[127] smart
[126] #innovation

Top Words in Tweet in G2:
[1537] #cybersecurity
[1160] stephanenappo
[845] #ai
[785] themegatrends
[717] #infosec
[632] #iot
[540] thomas_harrer
[436] mikequindazzi
[376] cybersecurity
[359] article

Top Words in Tweet in G3:
[943] ipfconline1
[839] #ai
[447] cc
[443] #machinelearning
[301] data
[235] #cybersecurity
[221] stephanenappo
[163] #bigdata
[146] #privacy
[143] jblefevre60

Top Words in Tweet in G4:
[145] stephanenappo
[111] digitalfawad
[99] johnmaynardcpa
[98] neilcattermull
[98] shankhawaram
[91] enricomolinari
[85] #ff
[76] digitalcolmer
[75] shadraza1
[67] tylercohenwood

Top Words in Tweet in G5:
[47] stephanenappo
[27] #ai
[24] #cybersecurity
[23] mikequindazzi
[22] #iot
[18] #technology
[16] grazytgrazynatt
[16] #tech
[16] fisher85m
[14] ipfconline1

Top Words in Tweet in G6:
[18] #ai
[14] #technology
[13] stephanenappo
[8] #artificialintelligence
[8] ai
[6] chboursin
[6] arnaultchatel
[6] sfouille
[6] fadouce
[6] teams

Top Words in Tweet in G7:
[3] reputation
[2] many
[2] large
[2] companies
[2] gone
[2] takes
[2] cyberthreat
[2] company's
[2] #techtrends
[2] stephanenappo

Top Words in Tweet in G8:
[14] asokan_telecom
[8] talking
[8] innovation
[8] wrong
[8] #creativity
[8] #designthinking
[8] annabelblake
[8] ronald
[7] #artificialintelligence
[5] panic

Top Words in Tweet in G9:
[8] teraz
[8] przynajmniej
[8] wymienionych
[8] pozycji
[8] polska
[8] jest
[8] liderem
[8] albo
[8] znajduje
[7] piotrw1966

Top Words in Tweet in G10:
[2] nothing
[2] prove
[2] explain
[2] china
[2] deep
[2] art
[2] deception
[2] rooted
[2] ancient
[2] history

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[296] stephanenappo,#cybersecurity
[279] #cybersecurity,#infosec
[276] #ai,#machinelearning
[265] #tech,#technology
[250] #infosec,#itsecurity
[249] #cybersecurity,#privacy
[249] #privacy,#dataprivacy
[249] #dataprivacy,#infosec
[249] #itsecurity,securing
[249] securing,endpoints

Top Word Pairs in Tweet in G1:
[126] #datascience,#tech
[126] #tech,#technology
[111] #iot,#artificialintelligence
[77] seoul,sought
[77] sought,help
[77] help,wanted
[77] wanted,redesign
[77] redesign,floating
[77] floating,ferry
[77] ferry,terminal

Top Word Pairs in Tweet in G2:
[283] stephanenappo,#cybersecurity
[270] #cybersecurity,#infosec
[243] #infosec,#itsecurity
[242] #cybersecurity,#privacy
[242] #privacy,#dataprivacy
[242] #dataprivacy,#infosec
[242] #itsecurity,securing
[242] securing,endpoints
[242] endpoints,future
[220] #ai,#robotics

Top Word Pairs in Tweet in G3:
[180] #ai,#machinelearning
[161] ipfconline1,#ai
[128] cc,deeplearn007
[95] #machinelearning,cc
[87] difference,between
[87] between,data
[87] data,annotation
[87] annotation,labeling
[87] labeling,#ai
[80] ipfconline1,difference

Top Word Pairs in Tweet in G4:
[98] stephanenappo,shankhawaram
[92] johnmaynardcpa,neilcattermull
[91] neilcattermull,stephanenappo
[76] shankhawaram,digitalcolmer
[65] digitalcolmer,shadraza1
[48] jolaburnett,jbarbosapr
[45] tmanspeaks,todddlyle
[44] digitalfawad,johnmaynardcpa
[44] shadraza1,tylercohenwood
[41] tylercohenwood,tmanspeaks

Top Word Pairs in Tweet in G5:
[14] clusiraqui,gquenet
[14] gquenet,cybercercle
[13] fredgouth,virtualegis
[13] fabianrodes,clusiraqui
[13] cybercercle,stephanenappo
[13] stephanenappo,contactnystek
[13] contactnystek,damien_bancal
[13] damien_bancal,gbillois
[13] gbillois,nono2357
[13] nono2357,orsectech

Top Word Pairs in Tweet in G6:
[11] #ai,#technology
[6] stephanenappo,chboursin
[6] chboursin,arnaultchatel
[6] arnaultchatel,sfouille
[5] essec,severinelienard
[5] severinelienard,jonathanaufray
[5] jonathanaufray,floriansemle
[5] artificial,intelligence
[5] intelligence,ai
[5] ai,habits

Top Word Pairs in Tweet in G7:
[2] many,large
[2] large,companies
[2] companies,gone
[2] gone,takes
[2] takes,cyberthreat
[2] cyberthreat,reputation
[2] reputation,company's

Top Word Pairs in Tweet in G8:
[8] asokan_telecom,talking
[8] talking,innovation
[8] innovation,wrong
[8] wrong,#creativity
[8] #creativity,#designthinking
[8] #designthinking,annabelblake
[8] annabelblake,ronald
[5] panic,ai
[5] ai,#artificialintelligence
[5] #artificialintelligence,#superintelligence

Top Word Pairs in Tweet in G9:
[8] wymienionych,pozycji
[8] polska,jest
[8] jest,liderem
[8] liderem,albo
[8] albo,znajduje
[7] piotrw1966,teraz
[7] teraz,wskaå
[7] wskaå,cie
[7] cie,przynajmniej
[7] przynajmniej,jednä

Top Word Pairs in Tweet in G10:
[2] nothing,prove
[2] prove,explain
[2] explain,china
[2] china,deep
[2] deep,art
[2] art,deception
[2] deception,rooted
[2] rooted,ancient
[2] ancient,history
[2] history,two

Top Replied-To
Top Replied-To in Entire Graph:
@digitalfawad
@ronald_vanloon
@ipfconline1
@topcybernews
@stephanenappo
@tylercohenwood
@thomas_harrer
@enricomolinari
@globaliqx
@influencerprom1

Top Replied-To in G1:
@ronald_vanloon
@nicktrancelover
@hoon_sky
@heritzal
@markcannon5
@enricomolinari

Top Replied-To in G2:
@topcybernews
@stephanenappo
@thomas_harrer
@itsecwriter
@themegatrends
@evo_hannan
@infogurushop
@iridium_tea
@florencecarmela
@star95011

Top Replied-To in G3:
@ipfconline1
@digitalfawad
@hessiejones
@enricomolinari
@roxanasoi
@jwildeboer
@anncavoukian
@ronald_vanloon

Top Replied-To in G4:
@digitalfawad
@tylercohenwood
@globaliqx
@enricomolinari
@ronald_vanloon
@jbarbosapr
@jolaburnett
@natschooler
@neilcattermull
@topcybernews

Top Replied-To in G5:
@influencerprom1
@grazytgrazynatt
@fayejeff
@stephanenappo
@yassirkazar
@simplivllc

Top Replied-To in G6:
@unfoldlabs

Top Mentioned
Top Mentioned in Entire Graph:
@stephanenappo
@ipfconline1
@ronald_vanloon
@themegatrends
@thomas_harrer
@mikequindazzi
@topcybernews
@forbes
@wef
@jblefevre60

Top Mentioned in G1:
@ronald_vanloon
@wef
@stephanenappo
@startupselfieco
@simonlporter
@techin
@bernardmarr
@jblefevre60
@medium
@mashable

Top Mentioned in G2:
@stephanenappo
@themegatrends
@thomas_harrer
@mikequindazzi
@topcybernews
@forbes
@gsma
@chuckdbrooks
@ipfconline1
@businessinsider

Top Mentioned in G3:
@ipfconline1
@stephanenappo
@jblefevre60
@deeplearn007
@forbes
@ronald_vanloon
@topcybernews
@digitalcloudgal
@spirosmargaris
@datasciencectrl

Top Mentioned in G4:
@stephanenappo
@johnmaynardcpa
@shankhawaram
@neilcattermull
@enricomolinari
@digitalcolmer
@shadraza1
@digitalfawad
@jbarbosapr
@tmanspeaks

Top Mentioned in G5:
@stephanenappo
@mikequindazzi
@fisher85m
@ipfconline1
@ronald_vanloon
@fredgouth
@virtualegis
@clusiraqui
@gquenet
@cybercercle

Top Mentioned in G6:
@stephanenappo
@chboursin
@arnaultchatel
@sfouille
@fadouce
@ipfconline1
@ronald_vanloon
@essec
@severinelienard
@jonathanaufray

Top Mentioned in G7:
@lacreativetech

Top Mentioned in G8:
@asokan_telecom
@annabelblake
@ronald
@sciam
@stephanenappo
@chbour
@ipfconline1
@ronald_vanloon
@technative
@karolina_kurzac

Top Mentioned in G9:
@piotrw1966

Top Mentioned in G10:
@gptripathi
@theresaafallon
@vtchakarova
@stephanenappo
@topcybernews
@aranganathan72
@samirsaran
@sgurumurthy

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@paoloigna1
@arkangelscrap
@easy_branches
@alhanda
@chidambara09
@cybersec_feeds
@evankirstel
@deejayiwan

Top Tweeters in G1:
@alhanda
@deejayiwan
@tess_blue815
@humbertozamorar
@bot_innovation
@dev_discourse
@mashable
@simonlporter
@lkafle
@timothy_hughes

Top Tweeters in G2:
@sectest9
@paoloigna1
@cybersec_feeds
@evankirstel
@aldoceccarelli
@cipherequality
@businessinsider
@santchiweb
@rousseauagnes
@trippbraden

Top Tweeters in G3:
@rosenchild
@ottlegalrebels
@itknowingness
@andrewmorrisuk
@valaafshar
@marshacollier
@nancyrubin
@gezgintrk
@akwyz
@nomoreslaves

Top Tweeters in G4:
@chidambara09
@lorimoreno
@femtech_
@drofdem
@taieb_bot
@xaelbot
@kcs39194
@codedailybot
@vivmilano
@learn__together

Top Tweeters in G5:
@marshawright
@easy_branches
@rvp
@fintechna
@calcaware
@themrblueprint
@robindavidman
@tonyjcronin
@kuriharan
@franzrusso

Top Tweeters in G6:
@arkangelscrap
@evanderburg
@ganjasmokercb
@vishne0
@cathcervoni
@junjudapi
@billmew
@suncemore1
@pa
@jerome_joffre

Top Tweeters in G7:
@iam__network
@sharmanandini4
@a
@sha
@joa
@dvt_corporate
@ha
@insidefinance
@sa
@ta

Top Tweeters in G8:
@designthinkbot
@patosins
@sprintbaseb
@sciam
@zwitterion_work
@juergenkob
@thinsight1
@firmforum
@sureshrukman
@navishaacloud

Top Tweeters in G9:
@mich_ewa
@magdale19681151
@witekzet
@elbieta15
@peterevertsen
@tomaszandrzej77
@piotrw1966
@darek_rosen

Top Tweeters in G10:
@vtchakarova
@theresaafallon
@sgurumurthy
@samirsaran
@aranganathan72
@gptripathi
@rahult_232


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