digitaltransformation, Twitter, 11/19/2020 2:35:37 PM, 241886


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digitaltransformation_2020-11-19_05-07-11.xlsx
digitaltransformation_2020-11-19_05-07-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 19, 2020
Short Description:
digitaltransformation via NodeXL https://bit.ly/36UfiPe
@chidambara09
@ronald_vanloon
@ingliguori
@antgrasso
@ipfconline1
@api_daily
@trendsinai
@the404code
@alvinfoo
@stratorob

Top hashtags:
#digitaltransformation
#ai
#iot
#bigdata
#tech
#digital
#machinelearning

Description:
Description
The graph represents a network of 5,073 Twitter users whose tweets in the requested range contained "digitaltransformation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 19 November 2020 at 13:27 UTC.

The requested start date was Wednesday, 18 November 2020 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 4-day, 17-hour, 3-minute period from Friday, 13 November 2020 at 07:57 UTC to Wednesday, 18 November 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 : 5073
Unique Edges : 5005
Edges With Duplicates : 10468
Total Edges : 15473
Number of Edge Types : 5
MentionsInRetweet : 5729
Mentions : 2832
Tweet : 2825
Retweet : 3959
Replies to : 128
Self-Loops : 2987
Reciprocated Vertex Pair Ratio : 0.0227272727272727
Reciprocated Edge Ratio : 0.0444444444444444
Connected Components : 1363
Single-Vertex Connected Components : 878
Maximum Vertices in a Connected Component : 2760
Maximum Edges in a Connected Component : 12698
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.095868
Graph Density : 0.000267583812613446
Modularity : 0.390362
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,073 Twitter users whose tweets in the requested range contained "digitaltransformation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 19 November 2020 at 13:27 UTC.

The requested start date was Wednesday, 18 November 2020 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 4-day, 17-hour, 3-minute period from Friday, 13 November 2020 at 07:57 UTC to Wednesday, 18 November 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 : digitaltransformation
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:
[89] https://twinybots.ch/
[75] https://www.gartner.com/smarterwithgartner/how-to-staff-your-ai-team/?utm_medium=social&utm_source=linkedin&utm_campaign=SM_GB_YOY_GTR_SOC_SF1_SM-SWG-CONF&utm_content=&sf239906599=1
[48] https://medium.com/datadriveninvestor/the-what-why-and-how-of-hybrid-cloud-f4ce61b2eb82
[48] https://www.jabil.com/blog/data-science-the-lifeblood-of-the-digital-economy.html?utm_content=buffer91cb1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[44] https://cmte.ieee.org/futuredirections/2020/06/24/the-future-of-artificial-intelligence/
[34] https://www.nearform.com/blog/how-to-choose-a-digital-partner/
[29] https://twitter.com/dastikop/status/1324924003069259776
[25] https://www.cnbc.com/2020/11/16/how-real-time-geolocation-data-could-help-your-train-run-on-time.html
[24] https://twitter.com/dastikop/status/1327458724378603521
[23] https://twitter.com/dastikop/status/1327518645757435904

Top URLs in Tweet in G1:
[4] https://cli.re/ripple220eng?utm_campaign=chimpify&utm_medium=social&utm_source=twitter.com&utm_content=5f6a2a96a858729c068b458e
[4] https://twinybots.ch/
[3] https://flevy.com/download/tweet-116
[2] https://www.zdnet.com/article/getting-to-the-purpose-of-digital-transformation-put-relationships-and-trust-first/
[2] https://blog.nextpathway.com/intellyx-shares-how-next-pathway-enables-end-to-end-cloud-migration
[2] https://ad.doubleclick.net/ddm/clk/479336145;285516102;h?https://www.sc.com/en/feature/unlocking-the-promise-of-digital-payments-three-focus-areas/?utm_source=twitter&utm_medium=digitaltransformation&utm_campaign=Sibos1_twitter_Article5
[2] https://dx-navigator.com/2020/11/17/sports-digitaltransformation-with-ring-fit/
[2] https://www.itproportal.com/news/banks-are-falling-behind-when-it-comes-to-digital-transformation/
[2] https://www.ict4dconference.org/program/ict4d-partnership/
[1] https://twitter.com/i/web/status/1327159261919670273

Top URLs in Tweet in G2:
[31] https://cmte.ieee.org/futuredirections/2020/06/24/the-future-of-artificial-intelligence/
[25] https://twinybots.ch/
[22] https://www.gartner.com/smarterwithgartner/how-to-staff-your-ai-team/?utm_medium=social&utm_source=linkedin&utm_campaign=SM_GB_YOY_GTR_SOC_SF1_SM-SWG-CONF&utm_content=&sf239906599=1
[20] http://openbusinesscouncil.org/summit/
[13] https://medium.com/@venkat34.k/how-many-ways-to-use-ai-for-mobile-app-development-2df6d0a87353
[12] https://thefinancialbrand.com/104213/digital-banking-transformed-podcast-china-webank-henry-ma/?smedia-twt-jm
[12] https://medium.com/datadriveninvestor/the-what-why-and-how-of-hybrid-cloud-f4ce61b2eb82
[12] https://www.weforum.org/agenda/2020/07/coronavirus-covid19-working-remote-pandemic
[11] https://www.dxlatest.com/the-safest-road-to-digital-transformation/
[11] https://www.weforum.org/agenda/2020/11/2020-top-10-emerging-technologies

Top URLs in Tweet in G3:
[46] https://www.gartner.com/smarterwithgartner/how-to-staff-your-ai-team/?utm_medium=social&utm_source=linkedin&utm_campaign=SM_GB_YOY_GTR_SOC_SF1_SM-SWG-CONF&utm_content=&sf239906599=1
[43] https://www.jabil.com/blog/data-science-the-lifeblood-of-the-digital-economy.html?utm_content=buffer91cb1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[33] https://medium.com/datadriveninvestor/the-what-why-and-how-of-hybrid-cloud-f4ce61b2eb82
[27] https://twinybots.ch/
[18] https://www.cnbc.com/2020/11/16/how-real-time-geolocation-data-could-help-your-train-run-on-time.html
[16] https://www.nearform.com/blog/how-to-choose-a-digital-partner/
[16] -
[15] https://www.datamation.com/artificial-intelligence/what-is-artificial-intelligence.html
[15] https://news.microsoft.com/europe/features/curiosity-is-key-for-a-career-in-cybersecurity/
[14] https://pagesix.com/2020/11/16/see-gwen-stefanis-engagement-ring-from-blake-shelton-up-close/?utm_source=P6Twitter&utm_campaign=SocialFlow&utm_medium=SocialFlow

Top URLs in Tweet in G4:
[29] https://twitter.com/dastikop/status/1324924003069259776
[24] https://twitter.com/dastikop/status/1327458724378603521
[23] https://twitter.com/dastikop/status/1327518645757435904
[13] https://twinybots.ch/
[8] https://www.nearform.com/blog/how-to-choose-a-digital-partner/
[7] https://www.iot-now.com/2020/09/09/104557-iot-now-magazine-2020-q3-connectivity-components-and-security-start-to-enable-simplification-of-iot-at-last/?source=sm
[6] https://www.datamation.com/artificial-intelligence/what-is-artificial-intelligence.html
[5] https://blogs.deloitte.co.uk/health/2020/11/the-future-unmasked-healthy-ageing-and-better-public-health.html#.X6-bAPGwvrA.twitter
[5] https://www.theverge.com/21272223/hbo-max-app-how-to-watch-download-price-subscription-stream-shows
[5] https://www.cnbc.com/2020/11/16/how-real-time-geolocation-data-could-help-your-train-run-on-time.html

Top URLs in Tweet in G5:
[5] https://www.zoho.com/creator/lowcode-for-developers.html
[5] https://www.devopsdigest.com/devops-development-adapt-new-normal-work-from-home-wfh-1
[4] http://www.singles-dating-review.com/
[4] http://www.global-travel-guide.com/
[4] https://twinybots.ch/
[3] https://blog.nextpathway.com/intellyx-shares-how-next-pathway-enables-end-to-end-cloud-migration
[3] https://emsnow.com/ems-2-0-what-is-digital-transformation-in-electronics-manufacturing/
[3] https://devops.com/accelerate-digital-transformation-with-low-code/
[3] http://www.singles-dating-review.com/dating-advice-blog.html
[3] https://www.webratio.com/site/content/it/soluzioni-software-energy-utilities

Top URLs in Tweet in G6:
[4] https://www.masvoz.net/blog/why-implement-digital-transformation-in-the-call-center/
[4] https://themalaysianreserve.com/2020/11/17/ioi-corps-md-named-as-digital-transformation-ceo-of-the-year/
[4] https://rumble.com/vb2wex-small-business-marketing-software-step-by-step-tutorial.html
[4] https://www.healthcareitnews.com/news/emea/vodafone-releases-report-how-5g-and-iot-technology-can-transform-healthcare
[2] https://coreazure.com/case-study/the-parole-board
[2] https://www.forbes.com/sites/danielnewman/2019/06/18/digital-optimization-isnt-digital-transformation/#2b08cc684741
[2] https://www.cio.com/article/3586134/cios-rise-to-the-new-revenue-challenge.html
[2] https://twinybots.ch/
[2] https://www.helpnetsecurity.com/2020/11/13/iot-insecurity/
[2] https://www.toolbox.com/tech/cloud/news/how-is-cloud-computing-revolutionizing-the-telecom-industry/?utm_source=twitter&utm_medium=social&utm_campaign=r8_121120_toolboxsocial&utm_term=diga

Top URLs in Tweet in G7:
[6] https://twinybots.ch/
[5] https://www.infoq.com/articles/book-review-leveraging-digital-transformation/
[4] https://www.youtube.com/watch?v=jOnxr9Ez_Kc&feature=youtu.be

[4] https://www.youtube.com/watch?v=mmrwdTGZxGk&feature=youtu.be

[3] https://www.iotforall.com/artificial-intelligence-and-discrimination-to-be-or-not-to-be
[3] https://www.forbes.com/sites/davidteich/2020/11/10/the-breadth-of-healthcare-applications-of-artificial-intelligence-even-includes-physical-therapy/?sh=6978bcd476cf
[2] https://www.forbes.com/sites/forbesagencycouncil/2019/08/21/how-artificial-intelligence-is-transforming-digital-marketing/
[2] https://www.nextgov.com/ideas/2020/11/will-quantum-computing-supercharge-artificial-intelligence/169757/
[2] https://cmte.ieee.org/futuredirections/2020/06/24/the-future-of-artificial-intelligence/
[2] https://thefintechtimes.com/artificial-intelligence-putting-the-ai-in-aim-home/

Top URLs in Tweet in G8:
[2] https://twitter.com/asstel_it/status/1327158074512183298
[1] https://twitter.com/i/web/status/1327140730687598595
[1] https://twitter.com/comunicaredigit/status/1327962675679256578
[1] https://twitter.com/i/web/status/1327499626816090112
[1] https://twitter.com/franciungaro/status/1328660188132478977
[1] https://twitter.com/osserv_digital/status/1328629277470896128
[1] https://twitter.com/i/web/status/1328692778172362752
[1] https://twitter.com/LDRaimondo/status/1328642745074900995
[1] https://twitter.com/i/web/status/1328693352712298497
[1] https://twitter.com/i/web/status/1328586453559996417

Top URLs in Tweet in G9:
[3] https://www.youtube.com/watch?v=Sr3mK6LPfuE&feature=youtu.be

[2] https://beyondbusinessbuzzwords.com/2020/11/17/article-the-future-of-digital-transformation/
[2] https://ebsummit.eu/registration
[2] https://ebsummit.eu/
[1] https://blog.cryptographyengineering.com/2020/11/16/ok-google-please-publish-your-dkim-secret-keys/
[1] https://twitter.com/i/web/status/1328609623696433158
[1] https://twitter.com/gvanrossum/status/1326932991566700549
[1] https://twitter.com/i/web/status/1327160362505023488
[1] https://github.com/github/dmca/blob/master/2020/11/2020-11-09-Google.md
[1] https://twitter.com/i/web/status/1327160224524939264

Top URLs in Tweet in G10:
[16] https://www.fiverr.com/md_rifat_bin/design-awesome-brochure-flyer-trifold-brochure
[1] https://twitter.com/i/web/status/1328686702370590725
[1] https://www.fiverr.com/md_rifat_bin?up_rollout=true
[1] https://twitter.com/i/web/status/1328666075119054851
[1] https://twitter.com/i/web/status/1328666567240871936
[1] https://twitter.com/i/web/status/1328670686756302848
[1] https://twitter.com/i/web/status/1328670758902460416
[1] https://twitter.com/i/web/status/1328670800870744064
[1] https://twitter.com/i/web/status/1328670836748816384
[1] https://twitter.com/i/web/status/1328666463436034048

Top Domains
Top Domains in Tweet in Entire Graph:
[2480] twitter.com
[240] paper.li
[127] medium.com
[103] gartner.com
[99] forbes.com
[99] linkedin.com
[89] twinybots.ch
[76] youtube.com
[75] co.uk
[53] weforum.org

Top Domains in Tweet in G1:
[643] twitter.com
[94] paper.li
[27] linkedin.com
[7] forbes.com
[6] co.uk
[6] okt.to
[5] sociabble.com
[5] youtube.com
[4] zdnet.com
[4] cli.re

Top Domains in Tweet in G2:
[327] twitter.com
[40] forbes.com
[35] weforum.org
[31] medium.com
[31] ieee.org
[27] gartner.com
[26] openbusinesscouncil.org
[25] twinybots.ch
[19] thefinancialbrand.com
[16] snip.ly

Top Domains in Tweet in G3:
[292] twitter.com
[67] medium.com
[59] gartner.com
[44] jabil.com
[27] analyticsinsight.net
[27] twinybots.ch
[22] cnbc.com
[20] forbes.com
[19] microsoft.com
[17] mckinsey.com

Top Domains in Tweet in G4:
[400] twitter.com
[32] co.uk
[28] linkedin.com
[21] businessinsider.com
[18] theverge.com
[17] youtube.com
[15] forbes.com
[14] paper.li
[13] aiim.org
[13] twinybots.ch

Top Domains in Tweet in G5:
[70] twitter.com
[7] singles-dating-review.com
[6] global-travel-guide.com
[6] webratio.com
[5] zoho.com
[5] devopsdigest.com
[4] so-share.net
[4] aithority.com
[4] twinybots.ch
[3] nextpathway.com

Top Domains in Tweet in G6:
[47] twitter.com
[6] rumble.com
[5] forbes.com
[4] masvoz.net
[4] themalaysianreserve.com
[4] healthcareitnews.com
[3] coreazure.com
[3] cio.com
[3] helpnetsecurity.com
[3] techrepublic.com

Top Domains in Tweet in G7:
[52] twitter.com
[10] youtube.com
[7] forbes.com
[6] twinybots.ch
[5] infoq.com
[4] iotforall.com
[4] linkedin.com
[3] technologyreview.com
[3] bit.ly
[3] readyforsocial.com

Top Domains in Tweet in G8:
[15] twitter.com
[3] sociabble.com
[1] ilsole24ore.com
[1] economyup.it
[1] raconteur.net
[1] cio.com

Top Domains in Tweet in G9:
[21] twitter.com
[5] beyondbusinessbuzzwords.com
[4] ebsummit.eu
[3] youtube.com
[1] cryptographyengineering.com
[1] github.com
[1] co.uk
[1] w.media
[1] nanonets.com

Top Domains in Tweet in G10:
[31] twitter.com
[17] fiverr.com
[1] publicissapient.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4482] digitaltransformation
[1782] ai
[1146] iot
[1022] bigdata
[597] tech
[570] digital
[566] machinelearning
[496] data
[409] artificialintelligence
[351] technology



Top Hashtags in Tweet in G1:
[485] digitaltransformation
[47] ai
[33] digital
[26] innovation
[23] iot
[21] technology
[19] cloud
[18] cybersecurity
[15] business
[14] covid19

Top Hashtags in Tweet in G2:
[945] digitaltransformation
[522] ai
[279] iot
[169] digital
[163] bigdata
[160] machinelearning
[138] cloud
[104] artificialintelligence
[77] data
[77] technology

Top Hashtags in Tweet in G3:
[836] digitaltransformation
[734] ai
[596] bigdata
[513] iot
[328] machinelearning
[293] tech
[237] data
[203] artificialintelligence
[160] datascience
[158] cybersecurity

Top Hashtags in Tweet in G4:
[770] digitaltransformation
[223] ai
[190] iot
[189] bigdata
[161] tech
[127] data
[91] digital
[89] digitalindia
[86] usa
[70] fintech

Top Hashtags in Tweet in G5:
[127] digitaltransformation
[15] frizemedia
[13] devops
[13] digitalmarketing
[12] marketing
[11] lowcode
[11] digital
[10] covid19
[8] blog
[7] dating

Top Hashtags in Tweet in G6:
[92] digitaltransformation
[27] cloud
[23] iot
[18] ai
[16] artificialintelligence
[15] digital
[14] bigdata
[14] transformation
[14] machinelearning
[9] ml

Top Hashtags in Tweet in G7:
[149] digitaltransformation
[59] ai
[29] innovation
[21] digital
[18] ceo
[17] artificialintelligence
[15] businesstransformation
[13] ml
[12] entrepreneur
[11] dx

Top Hashtags in Tweet in G8:
[40] digitaltransformation
[20] 5g
[20] tlc
[9] conoscenza
[9] collaborazione
[7] smartworking
[5] lavoro
[5] contrattazione
[5] contrattotlc
[5] innovazione

Top Hashtags in Tweet in G9:
[25] digitaltransformation
[13] digtra
[9] ebs2020
[5] eu
[4] cloud
[3] innovate
[3] aveva
[3] cloudcomputing
[3] business
[3] digitaleconomy

Top Hashtags in Tweet in G10:
[29] flyer
[29] design
[3] brochure
[3] business
[1] retail
[1] digitaltransformation

Top Words
Top Words in Tweet in Entire Graph:
[4482] #digitaltransformation
[1781] #ai
[1240] digital
[1146] #iot
[1022] #bigdata
[620] transformation
[607] #tech
[577] #digital
[566] #machinelearning
[539] chidambara09

Top Words in Tweet in G1:
[485] #digitaltransformation
[180] digital
[89] latest
[83] transformation
[75] more
[67] business
[54] daily
[50] learn
[47] #ai
[47] read

Top Words in Tweet in G2:
[945] #digitaltransformation
[521] #ai
[279] #iot
[213] ingliguori
[170] #digital
[165] digital
[163] #bigdata
[160] #machinelearning
[138] #cloud
[127] future

Top Words in Tweet in G3:
[836] #digitaltransformation
[734] #ai
[596] #bigdata
[513] #iot
[388] chidambara09
[328] #machinelearning
[302] digital
[298] #tech
[237] #data
[232] gt

Top Words in Tweet in G4:
[770] #digitaltransformation
[223] #ai
[207] digital
[190] #iot
[189] #bigdata
[163] #tech
[127] #data
[126] transformation
[103] chidambara09
[93] #digital

Top Words in Tweet in G5:
[127] #digitaltransformation
[39] digital
[29] more
[25] charlesfrize
[21] transformation
[16] industry
[16] learn
[15] low
[15] code
[15] #frizemedia

Top Words in Tweet in G6:
[92] #digitaltransformation
[27] #cloud
[23] #iot
[18] #ai
[16] #digital
[16] #artificialintelligence
[14] #bigdata
[14] #transformation
[14] #machinelearning
[12] digital

Top Words in Tweet in G7:
[149] #digitaltransformation
[75] artificial
[71] intelligence
[66] ittransleaders
[59] #ai
[58] digital
[40] transformation
[29] #innovation
[26] business
[23] #digital

Top Words in Tweet in G8:
[40] #digitaltransformation
[35] ldraimondo
[20] #5g
[20] #tlc
[18] dalla
[16] delle
[12] sono
[12] oggi
[11] settore
[11] anticipo

Top Words in Tweet in G9:
[25] #digitaltransformation
[14] digital
[13] microsoft
[13] #digtra
[9] key
[9] #ebs2020
[6] challenges
[6] business
[6] panel
[6] aveva

Top Words in Tweet in G10:
[29] #flyer
[29] #design
[29] looking
[29] contact
[28] brochure
[26] last
[26] night
[26] order
[16] co
[16] xml0ycbayf

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[658] #ai,#iot
[483] digital,transformation
[470] #bigdata,#ai
[425] #iot,#tech
[304] #tech,#data
[206] #data,#usa
[203] artificial,intelligence
[196] #ai,#digitaltransformation
[156] #digital,#digitaltransformation
[152] ingliguori,#digitaltransformation

Top Word Pairs in Tweet in G1:
[70] digital,transformation
[23] covid,19
[19] #ai,#digitaltransformation
[14] daily,#digitaltransformation
[14] #digital,#digitaltransformation
[13] read,more
[12] learn,more
[11] #digitaltransformation,#ai
[10] latest,digital
[10] find,more

Top Word Pairs in Tweet in G2:
[86] #ai,#iot
[84] digital,transformation
[81] ingliguori,#digitaltransformation
[63] #digitaltransformation,#iot
[61] #digitaltransformation,#cloud
[60] #digitaltransformation,cc
[60] #ai,#digitaltransformation
[47] #digitaltransformation,#digital
[45] #digitaltransformation,#bigdata
[38] #digital,#transformation

Top Word Pairs in Tweet in G3:
[345] #ai,#iot
[298] #bigdata,#ai
[263] #iot,#tech
[184] #tech,#data
[124] gt,gt
[112] #data,#usa
[93] #machinelearning,#bigdata
[92] #digitaltransformation,#machinelearning
[77] digital,transformation
[72] link,gt

Top Word Pairs in Tweet in G4:
[157] #ai,#iot
[140] #bigdata,#ai
[132] #iot,#tech
[103] digital,transformation
[97] #tech,#data
[85] #digitalindia,#digitaltransformation
[76] #data,#usa
[67] #usa,#linux
[58] #linux,#uk
[50] tech,update

Top Word Pairs in Tweet in G5:
[20] digital,transformation
[15] low,code
[11] charlesfrize,#digitalmarketing
[11] #frizemedia,charlesfrize
[6] artificial,intelligence
[6] more,#retailers
[6] #retailers,switch
[6] switch,operations
[6] operations,#online
[6] #online,#covid19

Top Word Pairs in Tweet in G6:
[9] digital,transformation
[9] #artificialintelligence,#ai
[8] #digital,#digitaltransformation
[8] thanks,microfocuscdms
[8] microfocuscdms,team
[8] team,supported
[8] supported,clients'
[8] clients',#digitaltransformation
[8] #digitaltransformation,modernizing
[8] modernizing,mission

Top Word Pairs in Tweet in G7:
[70] artificial,intelligence
[25] digital,transformation
[18] #digital,#digitaltransformation
[14] #digitaltransformation,#businesstransformation
[13] future,artificial
[13] #artificialintelligence,#digital
[12] #innovation,#ai
[11] #ai,#ml
[11] #ai,#digitaltransformation
[11] transformation,#digitaltransformation

Top Word Pairs in Tweet in G8:
[11] settore,delle
[11] delle,#tlc
[9] leggere,oggi
[9] oggi,sole24ore
[9] sole24ore,l'intervista
[9] l'intervista,ldraimondo
[9] ldraimondo,sul
[9] sul,contratto
[9] contratto,espansione
[9] espansione,strumento

Top Word Pairs in Tweet in G9:
[6] #digtra,panel
[5] #eu,#digitaltransformation
[5] #digitaltransformation,key
[5] key,#ebs2020
[5] #ebs2020,thrilled
[5] thrilled,announce
[5] announce,gabrielmariya
[5] gabrielmariya,svenibus
[4] join,debate
[3] fail,#digitaltransformation

Top Word Pairs in Tweet in G10:
[28] contact,brochure
[26] last,night
[26] night,order
[26] order,#flyer
[26] #flyer,#design
[26] #design,looking
[26] looking,contact
[16] brochure,co
[16] co,xml0ycbayf
[4] justintrudeau,last

Top Replied-To
Top Replied-To in Entire Graph:
@deryasousa
@gs1italy
@checkpointsys
@f1
@etalkctv
@thecxmaster
@junipernetworks
@pagerduty
@jonviene
@biglelegal

Top Replied-To in G2:
@jamieco
@deeplearn007
@cindybolt61
@gerald_bader
@ibm
@forbes

Top Replied-To in G3:
@lindagrass0
@connectedwmag

Top Replied-To in G4:
@itlupdates
@influencerprom1
@junipernetworks
@primebankafrica
@kfhgroup_eng
@emirates
@natwestgroup
@deloitte
@jimmarous

Top Replied-To in G5:
@deryasousa
@biglelegal
@arvizioreality
@pega
@atos
@fmh_health

Top Replied-To in G6:
@grattongirl

Top Replied-To in G7:
@pagerduty
@salesforce

Top Replied-To in G8:
@anpalgov
@alerimassa

Top Replied-To in G10:
@etalkctv
@f1
@homelesman
@livemint
@granadacdef
@kevinhart4real
@business
@usatoday
@mikegarafolo
@bt_india

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@ingliguori
@antgrasso
@ronald_vanloon
@gartner_inc
@ipfconline1
@richardeudes
@lindagrass0
@ittransleaders
@ruben_arce_s

Top Mentioned in G1:
@sohailparvaiz
@pmgdishanimesh
@vranagmbh
@globalcio
@philballen
@mahaveervj
@dhe_2020
@ns1

Top Mentioned in G2:
@ingliguori
@ronald_vanloon
@ipfconline1
@haroldsinnott
@alvinfoo
@antgrasso
@wef
@sallyeaves
@automeme
@mikequindazzi

Top Mentioned in G3:
@chidambara09
@antgrasso
@ingliguori
@gartner_inc
@richardeudes
@lindagrass0
@ruben_arce_s
@r_demidchuk
@jabil
@antgr

Top Mentioned in G4:
@chidambara09
@digital_trans4m
@cornichecorp
@iotglobalawards
@finacle
@otcsmkg
@gadgetmanjay
@richardeudes
@eraser
@ingliguori

Top Mentioned in G5:
@charlesfrize
@devopsdotcom
@econetzimbabwe
@theebizwizard
@clickz
@jonsmart
@kiandabpm
@intellyx
@webratioteam
@ricarda_rieger

Top Mentioned in G6:
@microfocuscdms
@awscloud
@grattongirl
@reltio
@okomis
@cognizant
@microfocus
@healthitnews
@masvoz
@tmreserve

Top Mentioned in G7:
@ittransleaders
@zdnet
@bernardmarr
@cheddar
@alvinfoo
@tamaramccleary
@chidambara09
@forbes
@mlamons1
@intellfactory

Top Mentioned in G8:
@ldraimondo
@asstel_it
@sole24ore
@an_bion
@paoloigna1
@antgrasso_it
@milafiordalisi
@franciungaro
@r9mancini
@economyup

Top Mentioned in G9:
@microsoft
@roar_media
@roar_digital
@gabrielmariya
@svenibus
@sam_roarmedia
@avevagroup
@ebsummiteurope
@axa_xl
@thewrkco

Top Mentioned in G10:
@justintrudeau
@amazon
@gmfb
@meidastouch
@fight_0r_flight
@cutiedobacon
@liat_ro
@erinotoole
@cathmckenna
@marcgarneau

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@easy_branches
@paoloigna1
@jurylady5
@hrblock_21
@ejlazar
@robre62
@charlesfrize
@chidambara09
@cybersec_feeds

Top Tweeters in G1:
@gabbariele
@rdsweb
@oscar_morton
@knolinfos
@joanqueralto
@marketingrdv
@bullriders1
@karntna_bua
@ross_quintana
@alexwitzleben

Top Tweeters in G2:
@ejlazar
@evankirstel
@businessinsider
@reuters
@rvp
@tess_blue815
@calcaware
@andrewmorrisuk
@hiphopmatrix
@ssxman2

Top Tweeters in G3:
@sectest9
@jurylady5
@cybersec_feeds
@aaroncuddeback
@femtech_
@xaelbot
@codernotesbot
@codedailybot
@santchiweb
@cybersecurityn8

Top Tweeters in G4:
@easy_branches
@chidambara09
@rt_himachal
@fintechna
@viralvideovlogs
@jeandoobs
@edaccessible
@_____yo_____yo
@datascience__
@_reactdev

Top Tweeters in G5:
@charlesfrize
@ageless_2u
@bubbles4tw
@prosper_kenn
@robinheed
@cybersecboardrm
@1nterestingtech
@stem_ai
@gfernandoamb
@theebizwizard

Top Tweeters in G6:
@ottlegalrebels
@markmichdomnic
@grattonboy
@grattongirl
@shaq_131
@adamsconsulting
@diebo37rt
@tv_hiec_chair
@rebekahradice
@johnsnowai

Top Tweeters in G7:
@saeedbaygi
@zdnet
@pvynckier
@kevin_jackson
@techreview
@artificialbra1n
@rmbyrne
@stellate23
@ianknowlson
@salesforce

Top Tweeters in G8:
@paoloigna1
@robre62
@miti_vigliero
@signoraldo
@franciungaro
@twttimes
@sole24ore
@pivaedoardo
@ragusaibla
@emilianoverga

Top Tweeters in G9:
@dcarsoncpa_ma
@ogbenidipo
@gdpr25thmay18
@cambnetwork
@usnavy
@samighazali
@unionbank_ng
@cityofboston
@microsoft
@sjoerdapp

Top Tweeters in G10:
@business
@livemint
@usatoday
@latimes
@nydailynews
@resistersis20
@etalkctv
@bt_india
@weathernetwork
@weatherchannel