digitaltransformation, Twitter, 3/8/2023 3:02:04 PM, 290616


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digitaltransformation_2023-03-08_04-54-41.xlsx
digitaltransformation_2023-03-08_04-54-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 08, 2023
Short Description:
digitaltransformation via NodeXL PERMANENTLY_REMOVED
@rpatoolsc
@eli_krumova
@huawei
@antgrasso
@itusecgen
@ipfconline1
@dasfintechbot
@microsoft
@ralexjimenez
@ucloudify

Top hashtags:
#digitaltransformation
#ai
#iot
#tech
#innovation
#technology
#automation
#iiot

Description:
Description
The graph represents a network of 3,854 Twitter users whose recent tweets contained "digitaltransformation", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 13:01 UTC.

The tweets in the network were tweeted over the 1983-day, 5-hour, 10-minute period from Sunday, 01 October 2017 at 19:49 UTC to Wednesday, 08 March 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 3854
Unique Edges : 3364
Edges With Duplicates : 8695
Total Edges : 12059
Number of Edge Types : 9
Retweet : 2347
MentionsInRetweet : 4192
Tweet : 1825
Mentions : 2066
MentionsInReplyTo : 909
Replies to : 277
MentionsInQuote : 363
Quote : 79
MentionsInQuoteReply : 1
Self-Loops : 2615
Reciprocated Vertex Pair Ratio : 0.0324989020641195
Reciprocated Edge Ratio : 0.062951935346661
Connected Components : 1087
Single-Vertex Connected Components : 719
Maximum Vertices in a Connected Component : 1911
Maximum Edges in a Connected Component : 9041
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.853993
Graph Density : 0.00031664446833158
Modularity : 0.388775
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,854 Twitter users whose recent tweets contained "digitaltransformation", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 13:01 UTC.

The tweets in the network were tweeted over the 1983-day, 5-hour, 10-minute period from Sunday, 01 October 2017 at 19:49 UTC to Wednesday, 08 March 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[55] https://www.extremenetworks.com/extreme-networks-blog/out-with-the-old-your-government-agency-needs-to-update-legacy-technology/
[32] https://twinybots.ch/
[30] https://roboglobal.medium.com/robo-inu-finance-is-giving-airdrop-when-they-reach-5-000-holders-on-etherscan-a36fb42978b1
[16] https://www.amazon.com/dp/B0BWWR8D6V
[14] https://www.americanbanker.com/news/many-risks-lurk-for-banks-in-the-cloud-treasury-report?utm_content=buffer23ab3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[14] http://www.tlbcoaching.com/blog/ai-vs-branding
[13] https://www.enterprisearchitectureradio.com/
[12] https://digitalsalutem.com/digital-health-leaders-artificial-intelligence/
[10] https://finance.yahoo.com/news/robo-inu-finance-aims-create-072900231.html
[10] https://peggysmedleyshow.com/

Top URLs in Tweet in G1:
[55] https://www.extremenetworks.com/extreme-networks-blog/out-with-the-old-your-government-agency-needs-to-update-legacy-technology/
[16] https://twinybots.ch/
[16] https://www.amazon.com/dp/B0BWWR8D6V
[13] https://www.enterprisearchitectureradio.com/
[8] https://www.effekten.se/radio/
[7] https://www.forbes.com/sites/forbestechcouncil/2023/03/02/hyperintelligent-automation-the-next-paradigm-in-it-evolution/
[7] https://events.qna-digital.com/atos-google-cloud-infrastructure-9th-march-2023-3/
[5] https://www.pearlorganisation.com/
[4] https://twitter.com/Drddswain/status/1632652549848436738/photo/1
[4] https://swagdrop.com/digital-recruitment/

Top URLs in Tweet in G2:
[7] https://www.americanbanker.com/news/many-risks-lurk-for-banks-in-the-cloud-treasury-report?utm_content=buffer23ab3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://news.abplive.com/technology/tech-ing-the-wheel-future-of-empowering-women-in-an-era-of-digital-transformation-1586473
[7] https://medium.com/mlearning-ai/optimization-in-machine-learning-a-beginners-guide-f624d6f0764d?source=rss------artificial_intelligence-5
[5] https://www.youtube.com/watch?v=xuU8g7il0ZU&feature=youtu.be

[4] https://deltalogix.blog/en/newsletter-english/
[4] https://pixelplex.io/blog/cbdc-complete-guide/
[4] https://www.datasciencecentral.com/anatomy-of-a-use-case/
[4] https://searchsoftwarequality.techtarget.com/tip/Clear-up-CI-vs-CD-confusion-for-DevOps-practices
[4] https://thenextweb.com/news/how-will-chatgpt-dall-e-and-other-ai-tools-impact-the-future-of-work-we-asked-5-experts
[4] https://twitter.com/Eli_Krumova/status/1551558210959679489/photo/1

Top URLs in Tweet in G3:
[6] https://redirect.viglink.com?u=https%3A%2F%2Fcarrier.huawei.com%2Fen%2Fevents%2Fmwc2023%3Futm_medium%3Dpsm%26utm_source%3Dtwitter%26utm_campaign%3Dmwc2023&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[2] https://www.constellationr.com/research/digital-transformation-blueprint-office-cfo
[2] https://www.highradius.com/resources/ebook/finance-digital-transformation-for-mid-sized-cfo-office/
[1] https://twitter.com/Huawei/status/1633007738841071616/video/1
[1] https://twitter.com/Huawei/status/1631275742871842817/video/1
[1] https://twitter.com/Huawei/status/1632653582385446917/video/1
[1] https://twitter.com/Huawei/status/1631598114267176961/video/1
[1] https://twitter.com/Huawei/status/1631536513207894018/video/1
[1] https://twitter.com/Huawei/status/1633007738878926849/video/1
[1] https://twitter.com/Huawei/status/1633007738862043136/video/1

Top URLs in Tweet in G4:
[11] https://digitalsalutem.com/digital-health-leaders-artificial-intelligence/
[9] https://www.4bridgeworks.com/going-beyond-sd-wans-in-2023-rethinking-wide-area-networks/
[8] https://enterprisersproject.com/article/2023/3/3-reasons-digitally-transform-your-business-year?utm_content=buffer6060e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.zdnet.com/article/business-leaders-focus-on-data-literacy/
[6] https://www.theverge.com/2023/3/5/23599209/companies-keep-up-chatgpt-ai-chatbots
[6] https://www.4bridgeworks.com/4-top-tips-for-higher-wan-performance/
[6] https://www.technologyreview.com/2023/03/03/1069311/inside-story-oral-history-how-chatgpt-built-openai/
[5] https://www.buckleyplanet.com/2023/02/the-ai-takeover-of-productivity-tools.html
[5] https://www.youtube.com/watch?v=TPXsnQ1JuWg

[5] https://www.swaggermagazine.com/technology/the-future-of-ai-and-chatgpt-according-to-kamales-lardi/

Top URLs in Tweet in G5:
[4] https://twitter.com/drishtiias/status/1633263810881679361/photo/1
[4] https://twitter.com/nsengimanajp/status/1632734749822271489/photo/1
[4] https://www.iiot-world.com/industrial-iot/connected-industry/use-case-how-industry-4-0-improves-performance-of-clean-in-place-machine/?utm_source=IIoTWorldSocialMedia
[4] https://twitter.com/TimeIsFinishing/status/1632612488465227777/photo/1
[4] https://twitter.com/TimeIsFinishing/status/1632621794753380353/photo/1
[4] https://twitter.com/TimeIsFinishing/status/1632621617799987201/photo/1
[4] https://twitter.com/TimeIsFinishing/status/1632621288396140546/photo/1
[4] https://twitter.com/TimeIsFinishing/status/1632621020275265536/photo/1
[4] https://twitter.com/TimeIsFinishing/status/1632620772433772544/photo/1
[4] https://twitter.com/TimeIsFinishing/status/1632620239916527616/photo/1

Top URLs in Tweet in G6:
[4] https://twitter.com/ITUEurope/status/1631163150740471814/photo/1
[3] https://twitter.com/LAZARUSCHAKWERA/status/1632743932667764736/photo/1
[3] https://twitter.com/ITUSecGen/status/1632338616490885121/photo/1
[2] https://enterprise-resources.awscloud.com/execleaders-the-need-for-speed/show-s6?sc_channel=sm&sc_campaign=APJ_Enterprise_ExecLeaders2022&sc_publisher=TWITTER&sc_country=apac&sc_geo=APAC&sc_outcome=lead_gen&trk=sm_execleadersSeries6&linkId=204297842
[2] https://twitter.com/AWSCloudSEAsia/status/1633037324593274880/video/1
[2] https://apolitical.co/solution-articles/en/why-you-should-take-a-whole-of-society-approach-to-national-digital-transformation
[2] https://www.itu.int/en/ITU-D/LDCs/Pages/ITU@LDC5.aspx
[2] https://twitter.com/ITUSecGen/status/1632739907775897601/photo/1
[2] https://twitter.com/ITUSecGen/status/1632781060059570177/photo/1
[2] https://www.financialexpress.com/industry/sme/msme-tech-amazons-aws-launches-new-programme-for-smbs-in-india-to-adopt-cloud-services/2996281/

Top URLs in Tweet in G7:
[30] https://roboglobal.medium.com/robo-inu-finance-is-giving-airdrop-when-they-reach-5-000-holders-on-etherscan-a36fb42978b1
[10] https://finance.yahoo.com/news/robo-inu-finance-aims-create-072900231.html
[7] https://www.youtube.com/watch?v=yZVhIzHaWbc&feature=youtu.be

[6] https://coruzant.com/ai/ai-and-automation-solving-pain-points-in-ap-ar/
[5] https://www.techworm.net/2023/02/how-ai-and-ml-test-automation.html
[4] https://www.technologyreview.com/2023/03/06/1069426/download-how-to-log-off-future-energy/
[4] https://thehackernews.com/2023/03/new-fixs-atm-malware-targeting-mexican.html
[4] https://twitter.com/WGA_CONSULTING/status/1629267322929315840/photo/1
[3] https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/how-to-build-a-unicorn-lessons-from-venture-capitalists-and-start-ups
[3] https://redirect.viglink.com?u=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A7038904404015538176&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false

Top URLs in Tweet in G8:
[1] https://wire19.com/microsoft-azure-operator-nexus/
[1] https://twitter.com/Wire19s/status/1633129922238504960/photo/1
[1] https://www.msn.com/en-au/news/techandscience/ai-has-successfully-imitated-human-evolution-and-might-do-it-even-better/ar-AA16TPcm?ocid=BingHp01&cvid=d5c9176200e5479898f0f9ebe35288dd
[1] https://twitter.com/kvan/status/1631297740322766849
[1] https://runthechain.beehiiv.com/subscribe
[1] https://twitter.com/ania_kubow/status/1632672228625063938/video/1
[1] https://blog.hyland.com/government/m-19-21-artificial-intelligence/
[1] https://twitter.com/jamesvgingerich/status/1576286077660418049/photo/1
[1] https://www.labpulse.com/diseases/article/15352067/artificial-intelligence-tool-identifies-current-drugs-for-future-pandemics
[1] https://twitter.com/KateBaucherel/status/1633043553856135171/photo/1

Top URLs in Tweet in G9:
[4] https://nasscom.in/knowledge-center/publications/technology-sector-india-2023-strategic-review
[3] https://www.linkedin.com/pulse/2023-retail-industry-breakthrough-featuring-ibm-kevin-l-/?utm_source=LinkedIn&utm_medium=Social_Media&utm_campaign=IBM_Retail
[3] https://www.cmswire.com/digital-marketing/rethinking-retail-4-recommendations-for-overcoming-complexity-and-scaling-for-the-future/
[3] https://venturebeat.com/ai/the-dark-side-of-web3-how-decentralization-is-fueling-ai-bias/
[3] https://qz.com/a-3-step-guide-to-people-led-digital-transformation-1850180330?utm_medium=sharefromsite&utm_source=_twitter
[2] https://menacloud.org/cloudchampion.php
[2] https://riverside.fm/studio/kevin-l-jackson
[2] https://www.zdnet.com/google-amp/article/not-just-another-initiative-how-one-company-is-combining-innovation-and-sustainability/%23ftag=COS-05-10aaa0j
[2] https://digitaltransformation.org.au/guides/it-management/10-steps-create-digital-transformation-strategy-roadmap
[2] https://venturebeat.com/automation/how-process-mining-can-unlock-value-from-hyperautomation/

Top URLs in Tweet in G10:
[7] https://www.redhat.com/en/blog/read-about-red-hats-open-hybrid-cloud-portfolio-gartner-report
[4] https://twitter.com/WSWMUC/status/1460686877644759050/photo/1
[2] https://twitter.com/Meta_Industrial/status/1633055147659067392/photo/1
[2] https://hbr.org/2021/10/how-to-build-digital-dexterity-into-your-workforce
[2] https://twitter.com/Seeker/status/1560296714711355393/video/1
[2] https://twitter.com/WSWMUC/status/1633020581208522753/photo/1
[2] https://twitter.com/SmartCityexpo/status/1151476651924119552/video/1
[2] https://www.information-age.com/which-departments-should-prioritised-digital-transformation-15960/
[1] https://venturebeat.com/data-infrastructure/the-cio-agenda-in-2023-driving-growth-and-transformation/
[1] https://venturebeat.com/virtual/4-ways-product-and-industrial-companies-can-harness-the-promise-of-the-metaverse/

Top Domains
Top Domains in Tweet in Entire Graph:
[2082] twitter.com
[107] linkedin.com
[96] robtiffany.com
[95] forbes.com
[90] paper.li
[73] medium.com
[63] youtube.com
[56] extremenetworks.com
[53] packetstormsecurity.com
[35] co.uk

Top Domains in Tweet in G1:
[577] twitter.com
[55] extremenetworks.com
[36] linkedin.com
[21] hudutech.com
[19] forbes.com
[19] google.com
[19] amazon.com
[16] twinybots.ch
[15] dy.si
[14] effekten.se

Top Domains in Tweet in G2:
[352] twitter.com
[87] robtiffany.com
[27] medium.com
[12] deltalogix.blog
[11] gartner.com
[11] youtube.com
[10] datasciencecentral.com
[9] iiot-world.com
[8] iotworldtoday.com
[8] iotslam.com

Top Domains in Tweet in G3:
[15] twitter.com
[6] viglink.com
[2] constellationr.com
[2] highradius.com
[1] zawya.com
[1] paper.li

Top Domains in Tweet in G4:
[80] twitter.com
[15] technative.io
[15] 4bridgeworks.com
[14] youtube.com
[14] enterprisersproject.com
[13] starcio.com
[12] digitalsalutem.com
[8] buckleyplanet.com
[8] zdnet.com
[7] cio.com

Top Domains in Tweet in G5:
[167] twitter.com
[42] forbes.com
[5] iiot-world.com
[5] linkedin.com
[3] pwc.com
[3] amazon.com
[3] youtube.com
[2] italia.it
[2] co.uk
[2] cloudtweaks.com

Top Domains in Tweet in G6:
[50] twitter.com
[4] awscloud.com
[4] itu.int
[2] zoom.us
[2] apolitical.co
[2] financialexpress.com
[1] accntu.re
[1] un.org
[1] undp.org
[1] mwcbarcelona.com

Top Domains in Tweet in G7:
[68] twitter.com
[53] packetstormsecurity.com
[31] medium.com
[19] thehackernews.com
[12] technologyreview.com
[10] yahoo.com
[7] youtube.com
[6] coruzant.com
[5] techworm.net
[4] alkami.com

Top Domains in Tweet in G8:
[5] twitter.com
[1] wire19.com
[1] msn.com
[1] beehiiv.com
[1] hyland.com
[1] labpulse.com
[1] hbr.org

Top Domains in Tweet in G9:
[26] twitter.com
[6] venturebeat.com
[4] cmswire.com
[4] nasscom.in
[3] menacloud.org
[3] linkedin.com
[3] cnbc.com
[3] qz.com
[3] trib.al
[2] riverside.fm

Top Domains in Tweet in G10:
[42] twitter.com
[7] redhat.com
[4] venturebeat.com
[4] enterprisersproject.com
[3] hbr.org
[3] mit.edu
[2] forbes.com
[2] raconteur.net
[2] mckinsey.com
[2] information-age.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3525] digitaltransformation
[939] ai
[528] iot
[462] tech
[450] innovation
[416] technology
[346] automation
[340] iiot
[328] digital
[318] cloud



Top Hashtags in Tweet in G1:
[945] digitaltransformation
[101] technology
[94] innovation
[81] ai
[66] digital
[63] govtech
[55] smartcity
[44] artificialintelligence
[37] machinelearning
[37] business

Top Hashtags in Tweet in G2:
[556] digitaltransformation
[400] ai
[377] iot
[288] iiot
[268] iotpl
[251] iotcl
[242] tech
[179] 5g
[179] industry40
[166] iotcommunity

Top Hashtags in Tweet in G3:
[42] huawei
[15] digitaltransformation
[12] 5g
[8] mwc23
[7] huaweinow
[4] china
[4] schools
[4] ai
[3] finance
[3] cfo

Top Hashtags in Tweet in G4:
[182] digitaltransformation
[44] cio
[40] ciso
[34] ai
[34] iot
[31] infosec
[30] cdo
[28] cybersecurity
[27] msps
[27] tech

Top Hashtags in Tweet in G5:
[179] digitaltransformation
[54] johnkerry
[54] climateenvoy
[54] climatescam
[54] climateemergency
[54] climateaction
[54] climatestrike
[50] cio
[42] cto
[42] enterpriseit

Top Hashtags in Tweet in G6:
[57] digitaltransformation
[57] ldcs
[55] ldc5
[11] ai
[8] connectivity
[7] ml
[7] gis
[7] empower
[7] youth
[7] lldc3

Top Hashtags in Tweet in G7:
[148] digitaltransformation
[106] fintech
[89] innovation
[89] ai
[86] cybersecurity
[76] startups
[75] ml
[51] roboinu
[48] fintechnews
[37] roboex

Top Hashtags in Tweet in G8:
[74] digitaltransformation
[13] ai
[8] technology
[7] innovation
[6] digital
[6] automation
[5] digitalexperience
[5] blockchain
[5] engineering
[5] futurework

Top Hashtags in Tweet in G9:
[50] digitaltransformation
[18] tesla
[12] cloud
[11] infosys
[10] mst
[9] ai
[9] genpact
[9] ceo
[9] bangalore
[9] metaverse

Top Hashtags in Tweet in G10:
[74] digitaltransformation
[16] innovation
[14] quantum
[8] strategy
[7] digital
[6] cio
[6] ecosystem
[6] ai
[6] smartcity
[5] platform

Top Words
Top Words in Tweet in Entire Graph:
[3524] #digitaltransformation
[1035] digital
[945] #ai
[629] more
[533] transformation
[531] #iot
[465] #tech
[450] #innovation
[424] business
[416] #technology

Top Words in Tweet in G1:
[945] #digitaltransformation
[235] digital
[158] transformation
[157] business
[144] more
[128] learn
[101] #technology
[94] #innovation
[84] help
[81] #ai

Top Words in Tweet in G2:
[556] #digitaltransformation
[406] #ai
[380] #iot
[288] #iiot
[268] #iotpl
[251] #iotcl
[242] #tech
[209] iotchannel
[198] iotcommunity
[185] iot

Top Words in Tweet in G3:
[203] huawei
[160] 5g
[151] more
[119] watch
[107] learn
[105] gold
[92] application
[89] tech
[88] minute
[88] enhance

Top Words in Tweet in G4:
[181] #digitaltransformation
[118] digital
[64] transformation
[62] thinkers360
[54] gt
[51] technative
[44] #cio
[40] #ciso
[34] #ai
[34] #iot

Top Words in Tweet in G5:
[179] #digitaltransformation
[54] #climateemergency
[54] #climatescam
[54] #climatestrike
[54] #johnkerry
[54] #climateenvoy
[54] #climateaction
[52] climateenvoy
[51] drelidavid
[50] #cio

Top Words in Tweet in G6:
[57] #digitaltransformation
[57] #ldcs
[55] #ldc5
[52] digital
[46] itusecgen
[37] innovation
[37] opportunity
[35] technology
[34] development
[32] imperative

Top Words in Tweet in G7:
[148] #digitaltransformation
[106] #fintech
[89] #innovation
[89] #ai
[86] #cybersecurity
[76] #startups
[75] #ml
[57] rgi_info
[51] #roboinu
[48] rbif

Top Words in Tweet in G8:
[74] #digitaltransformation
[30] digital
[19] transformation
[16] ai
[14] future
[13] technology
[13] #ai
[13] work
[11] make
[11] business

Top Words in Tweet in G9:
[50] #digitaltransformation
[18] #tesla
[17] digital
[13] transformation
[12] #cloud
[11] potus
[11] more
[11] #infosys
[10] help
[10] #mst

Top Words in Tweet in G10:
[74] #digitaltransformation
[36] digital
[33] wswmuc
[16] #innovation
[14] computers
[14] #quantum
[11] business
[11] report
[11] redhat
[11] learn

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[432] digital,transformation
[213] #ai,#ml
[178] #iot,#iiot
[156] #iotpl,#iotcl
[155] huawei,5g
[144] #digitaltransformation,#technology
[120] welcome,iot
[120] #digital,#futurist
[120] coffee,talk
[120] chat,#digital

Top Word Pairs in Tweet in G1:
[136] digital,transformation
[57] #govtech,#digitaltransformation
[56] legacy,modernization
[56] year,learn
[55] state,cio
[55] factors,driving
[55] priority,year
[55] survey,legacy
[55] biggest,priority
[55] nascio,state

Top Word Pairs in Tweet in G2:
[158] #iot,#iiot
[145] #iotpl,#iotcl
[99] chat,#digital
[99] iot,coffee
[99] #tech,#iiot
[99] welcome,iot
[99] coffee,talk
[99] #futurist,#tech
[99] #digital,#futurist
[98] #iiot,#automation

Top Word Pairs in Tweet in G3:
[154] huawei,5g
[107] watch,learn
[88] comment,application
[88] application,innovative
[88] daily,life
[88] tech,help
[88] innovative,tech
[88] enhance,daily
[88] help,enhance
[88] find,minute

Top Word Pairs in Tweet in G4:
[57] digital,transformation
[22] #infosec,#cio
[22] #cyberskills,#infosec
[22] #cso,#cdo
[22] #ciso,#cso
[22] #cio,#ciso
[22] #cdo,#msps
[19] digital,health
[18] gt,gt
[17] thinkers360,digital

Top Word Pairs in Tweet in G5:
[54] #climateaction,#climatestrike
[54] #climatescam,#climateemergency
[54] #johnkerry,#climateenvoy
[54] #climateemergency,#climateaction
[54] #climateenvoy,#climatescam
[51] drelidavid,climateenvoy
[51] climateenvoy,#johnkerry
[42] #cio,#enterpriseit
[42] #cto,#cio
[42] #enterpriseit,#digitaltransformation

Top Word Pairs in Tweet in G6:
[30] development,#ldcs
[30] technology,innovation
[29] science,technology
[29] opportunity,imperative
[29] innovation,opportunity
[29] digital,development
[29] #ldcs,science
[28] itusecgen,digital
[16] secretary,general
[14] meeting,itu

Top Word Pairs in Tweet in G7:
[81] #cybersecurity,#innovation
[80] #innovation,#fintech
[76] #fintech,#startups
[75] #ai,#ml
[75] #startups,#ai
[68] #ml,#digitaltransformation
[47] #digitaltransformation,#fintechnews
[37] rgi_info,#roboex
[34] #roboinu,#digitaltransformation
[32] #roboex,#roboinu

Top Word Pairs in Tweet in G8:
[19] digital,transformation
[9] #digitaltransformation,female
[9] mackensie,mcentire
[6] mcentire,speaking
[6] speaking,#digitaltransformation
[6] artificial,intelligence
[6] techshowlondon,catch
[6] heading,techshowlondon
[6] info,tactproconsulting
[6] catch,toptal's

Top Word Pairs in Tweet in G9:
[11] digital,transformation
[9] #sap,#aws
[9] #dell,#nyse
[9] #metaverse,#microsoft
[9] vp,fbi
[9] #tesla,#ibm
[9] piyushmehta322,#bangalore
[9] #hsbc,#tesla
[9] fbi,statedept
[9] #cloud,#tesla

Top Word Pairs in Tweet in G10:
[10] #quantum,computers
[10] wswmuc,#quantum
[8] digital,disruption
[7] #digitaltransformation,journey
[7] advance,#digitaltransformation
[7] 2021,vendor
[7] session,redhat
[7] read,red
[7] ibm,report
[7] gartner's,2021

Top Replied-To
Top Replied-To in Entire Graph:
@drelidavid
@kirkdborne
@iotchannel
@davebart
@avrohomg
@haroldsinnott
@eli_krumova
@cryptogems_
@wearablesexpert
@cbtechinc

Top Replied-To in G2:
@kirkdborne
@iotchannel
@davebart
@avrohomg
@eli_krumova
@haroldsinnott
@cbtechinc
@khulood_almani
@sdgs4good
@pierrepinna

Top Replied-To in G4:
@wearablesexpert
@rafateixeira5_

Top Replied-To in G5:
@drelidavid
@donaldjtrumpjr
@huawei
@infocamere

Top Replied-To in G7:
@cryptogems_
@derecknftking
@altcoingemgod
@_snuppy08
@mechilambre
@georginatristen
@joaquinbayc
@dickymurphy1
@belufrancese
@bitcoinomist

Top Replied-To in G9:
@ajenglish
@yahoonews
@cnn
@cnnpolitics
@latimes
@bbcnews
@livemint
@cnbc
@whitehouse
@infosys

Top Mentioned
Top Mentioned in Entire Graph:
@huawei
@iotchannel
@iotcommunity
@eli_krumova
@antgrasso
@kirkdborne
@iotslam
@iotpractitioner
@dlaignite
@timothy_hughes

Top Mentioned in G1:
@ross_quintana
@ycliao7
@domaindomme
@docrmanagement
@yourvoicespa
@otssolutions
@singularxq
@simdetroit
@zenoonboard
@playsolutionsro

Top Mentioned in G2:
@iotcommunity
@iotchannel
@eli_krumova
@iotslam
@antgrasso
@iotpractitioner
@kirkdborne
@ingliguori
@lindagrass0
@mvollmer1

Top Mentioned in G3:
@huawei
@pau
@dongshengnews
@china4tech
@dhinchcliffe
@telecomegypt
@zawya
@tobiaskintzel
@rmereneanu
@3kingzappz1

Top Mentioned in G4:
@technative
@thinkers360
@nyike
@dinisguarda
@wearablesexpert
@corixpartners
@corix_jc
@psb_dc
@sap
@ztudium

Top Mentioned in G5:
@climateenvoy
@timeisfinishing
@drelidavid
@sole24ore
@antgrasso_it
@infocamere
@robtiffany
@martina_topic
@r_demidchuk
@innovazionetri1

Top Mentioned in G6:
@itusecgen
@itu
@itubdtdirector
@lazaruschakwera
@un
@accenture
@ungeneva
@rsilvero1
@mreparaguay
@sdgailab

Top Mentioned in G7:
@rgi_info
@_silvino_
@curtisb12620021
@entrepreneur
@techhubfl
@cnnent
@miamiherald
@sunsentinel
@cnnbrk
@accelq

Top Mentioned in G8:
@toptal
@ania_kubow
@techshowlondon
@microsoft
@tiersky
@miroveldotcom
@unicredit_pr
@abdu_alpha
@iamkoustavbag
@5pudmuffin

Top Mentioned in G9:
@potus
@billgates
@vp
@fbi
@statedept
@thejusticedept
@piyushmehta322
@ralexjimenez
@kevin_jackson
@lisah_jackson

Top Mentioned in G10:
@wswmuc
@redhat
@gartner
@meta_industrial
@venturebeat
@harvardbiz
@_futurework_
@roar_insights
@fogoros
@munichre

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@chidambara09
@evankirstel
@rahul05ranjan
@sudeepkhatri
@theofficialsbi
@repubblica
@reuters
@mcdonalds
@ruisaldanha

Top Tweeters in G1:
@biconnections
@stanleyepstein
@thesundaily
@grjenkin
@realnerdjunkie
@milocamj
@tweetpresss
@mediarings
@brazilsfe
@aremorch

Top Tweeters in G2:
@evankirstel
@rahul05ranjan
@reuters
@ottlegalrebels
@walmart
@gezgintrk
@mashable
@nicochan33
@marshacollier
@shi4tech

Top Tweeters in G3:
@fintechna
@nomanakbar18
@ciangaia
@loivnoeled
@dimakatsos05
@dante1lp
@evereeze
@multiplex_zero
@mtue2551
@ahmed747hassan

Top Tweeters in G4:
@chidambara09
@ricardo_ik_ahau
@valaafshar
@sdreyse
@caring_mobile
@digitaldecoded1
@pythonroboto
@zdnet
@parvez1
@debraruh

Top Tweeters in G5:
@miti_vigliero
@pymesunidases
@eco1start
@karadagmetin2
@sole24ore
@akp2336
@pierrecappelli
@timeisfinishing
@coindesk
@digiday

Top Tweeters in G6:
@baluch_h1
@zimrirosas
@madhavanpallan
@tonnyadamms
@candidh
@londonrights
@animuathiei
@miguelseoane8
@malawipage
@un

Top Tweeters in G7:
@miamiherald
@dasfintechbot
@_silvino_
@sunsentinel
@entrepreneur
@el_obino
@reveldes_vdv
@magnifintech
@divergentcio
@cnnbrk

Top Tweeters in G8:
@ucloudify
@qlabe1
@ucloudifyai
@andimann
@nendemnyama
@microsoft
@dana_gardner
@katebaucherel
@tiersky
@chatterbox_44

Top Tweeters in G9:
@cnbc
@bbcnews
@latimes
@livemint
@ostraca_eu
@ajenglish
@yahoonews
@kevin_jackson
@techcrunch
@cnnpolitics

Top Tweeters in G10:
@theeconomist
@drjdrooghaag
@venturebeat
@2morrowknight
@harvardbiz
@alvinfoo
@anjahoffmann
@danieloh30
@arjenvanberkum
@wswmuc