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digitaltransformation_2021-01-13_05-07-11.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2021
Short Description:
digitaltransformation via NodeXL https://bit.ly/35DRfUU
@chidambara09
@haroldsinnott
@ronald_vanloon
@teamofindore
@ingliguori
@ipfconline1
@antgrasso
@alvinfoo
@mvollmer1
@helene_wpli

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

Description:
Description
The graph represents a network of 4,522 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 Wednesday, 13 January 2021 at 13:22 UTC.

The requested start date was Wednesday, 13 January 2021 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 1-day, 12-hour, 54-minute period from Monday, 11 January 2021 at 12:05 UTC to Wednesday, 13 January 2021 at 01:00 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 : 4522
Unique Edges : 4454
Edges With Duplicates : 10562
Total Edges : 15016
Number of Edge Types : 5
Mentions : 1736
Tweet : 2841
Retweet : 4208
MentionsInRetweet : 6131
Replies to : 100
Self-Loops : 2994
Reciprocated Vertex Pair Ratio : 0.0122067216233354
Reciprocated Edge Ratio : 0.0241190289741582
Connected Components : 1401
Single-Vertex Connected Components : 1026
Maximum Vertices in a Connected Component : 2469
Maximum Edges in a Connected Component : 12642
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.630857
Graph Density : 0.000312317152614547
Modularity : 0.367228
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 4,522 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 Wednesday, 13 January 2021 at 13:22 UTC.

The requested start date was Wednesday, 13 January 2021 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 1-day, 12-hour, 54-minute period from Monday, 11 January 2021 at 12:05 UTC to Wednesday, 13 January 2021 at 01:00 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:
[67] https://twinybots.ch/
[55] https://medium.com/@albmllt/introducing-the-human-centered-ai-canvas-a4c9d2fc127e
[35] https://siliconangle.com/2021/01/06/openais-newest-ai-models-draw-recognize-objects-efficiently/
[33] https://www.zdnet.com/article/event-report-the-ces2021-preview-whats-hot-and-useful-in-the-enterprise/
[28] https://blog.usejournal.com/understanding-machine-learning-deep-learning-f5aa95264d61?gi=4727e16d7b89
[28] https://www.infoworld.com/article/3603128/containers-require-good-architecture.html#tk.rss_cloudcomputing
[28] https://www.forbes.com/sites/danielnewman/2020/09/21/top-10-digital-transformation-trends-for-2021/?sh=6a35214dc6f4&utm_content=149610953&utm_medium=social&utm_source=twitter&hss_channel=tw-888498978387513344
[27] https://www.informationweek.com/big-data/ai-machine-learning/7-steps-to-ai-success/a/d-id/1339863
[26] https://www.weforum.org/agenda/2020/12/covid-women-workload-domestic-caring/
[25] https://www.weforum.org/agenda/2020/02/ai-looks-set-to-disrupt-the-established-world-order-here-s-how?utm_source=twitter&utm_medium=social_scheduler&utm_term=Fourth+Industrial+Revolution&utm_content=26/12/2020+05:00

Top URLs in Tweet in G1:
[11] https://econsultancy.com/how-vistaprint-built-a-masks-ecommerce-experience-in-two-weeks/
[10] https://www.effekten.se/radio/
[7] https://twinybots.ch/
[5] http://brazilsfeterms.blogspot.com.br/2018/04/o-que-e-ML-Machine-Learning.html
[3] https://coruzant.com/digital-strategy/the-digitalization-of-business-in-the-new-normal/
[3] https://www.infoworld.com/article/3603128/containers-require-good-architecture.html#tk.rss_cloudcomputing
[2] https://storism.io/data-model-guide-video/?utm_campaign=data-model-guide-video&utm_medium=social_link&utm_source=missinglettr
[2] https://immediatefuture.co.uk/blog/making-fragility-into-agility/
[2] https://sites.ziftsolutions.com/atlassian.ziftsolutions.com/8a9982f96d020a98016d03b6ce727276?cid=8a9982f476e2dcd40176eac8bd7c3423&url=https%3A%2F%2Fwww.joetheitguy.com%2Fit-service-desk-planning-for-2021s-new-normal%2F
[2] https://btweeps.com/hello-2021/

Top URLs in Tweet in G2:
[25] https://twinybots.ch/
[6] https://www.infoworld.com/article/3603128/containers-require-good-architecture.html#tk.rss_cloudcomputing
[5] https://www.zdnet.com/article/event-report-the-ces2021-preview-whats-hot-and-useful-in-the-enterprise/
[5] https://siliconangle.com/2021/01/06/openais-newest-ai-models-draw-recognize-objects-efficiently/
[5] https://www.informationweek.com/big-data/ai-machine-learning/7-steps-to-ai-success/a/d-id/1339863
[5] https://www.itweb.co.za/content/KPNG8v8K4rVq4mwD
[5] https://digileaders.com/how-to-cut-waste-from-digital-transformation/
[4] https://www.weforum.org/agenda/2020/12/covid-women-workload-domestic-caring/
[4] https://blog.o-launchpad.com/business/15-key-strategies-for-business-development/
[4] https://enterprisetalk.com/featured/how-businesses-can-tackle-big-data-aggregation-conveniently/

Top URLs in Tweet in G3:
[47] https://medium.com/@albmllt/introducing-the-human-centered-ai-canvas-a4c9d2fc127e
[21] https://siliconangle.com/2021/01/06/openais-newest-ai-models-draw-recognize-objects-efficiently/
[21] https://www.altoros.com/blog/what-it-takes-to-build-and-train-neural-networks-for-autonomous-vehicles/
[21] https://blog.usejournal.com/understanding-machine-learning-deep-learning-f5aa95264d61?gi=4727e16d7b89
[19] https://www.weforum.org/agenda/2020/12/covid-women-workload-domestic-caring/
[19] https://www.afr.com/technology/tech-services-giant-cognizant-acquires-local-player-servian-20210111-p56t6s
[17] https://www.zdnet.com/article/event-report-the-ces2021-preview-whats-hot-and-useful-in-the-enterprise/
[17] https://www.dailymail.co.uk/tvshowbiz/article-9135829/Sex-City-stars-make-1-MILLION-episode-HBO-Max-revival-confirmed.html?ito=amp_twitter_share-top
[16] https://blogs.timesofisrael.com/a-new-world-of-work/
[16] https://www.nytimes.com/2021/01/02/style/jeanie-buss-lakers.html?smid=tw-share

Top URLs in Tweet in G4:
[18] https://digital.ces.tech/home
[12] https://blogs.oracle.com/datascience/knowledge-distillation-incremental-learning
[12] https://www.information-age.com/five-emerging-trends-drive-technology-innovation-next-decade-123490920/
[10] https://disruptionhub.com/why-data-quality-is-critical-for-digital-transformation/
[7] https://www.ft.com/content/e057ed7b-2b4c-44b9-92b2-cbd07522cfe2
[7] https://thefinancialbrand.com/106283/digital-banking-onboarding-success-trends/?smedia-twt-jm
[7] https://trib.al/EsomJRi
[6] http://snip.ly/udvx8r
[6] https://www.weforum.org/agenda/2020/02/ai-looks-set-to-disrupt-the-established-world-order-here-s-how?utm_source=twitter&utm_medium=social_scheduler&utm_term=Fourth+Industrial+Revolution&utm_content=26/12/2020+05:00
[6] https://www.cio.com/article/3602911/how-diversity-and-inclusion-drives-digital-transformation.html

Top URLs in Tweet in G5:
[18] https://fintechnews.ch/virtual-banking/top-20-neobanks-of-2020/41608/
[9] http://openbusinesscouncil.org/summit/
[8] https://edition.cnn.com/videos/business/2021/01/11/ces-1989-retro-tech-vault-orig.cnn-business/video/playlists/stories-worth-watching/
[6] https://www.youtube.com/watch?v=qf9pCPWZFEA&feature=youtu.be

[4] https://www.intelligenthq.com/4ir-vs-society-5-0/
[4] https://www.entrepreneur.com/article/360970?utm_medium=email&utm_source=fintechweeklycom
[4] https://www.intelligenthq.com/digital-transformation-blockchain-and-the-art-market/
[4] https://www.youtube.com/watch?v=EzjLxatzb7Q&feature=youtu.be

[4] https://medium.com/gr-capital-venture-blog/why-next-year-can-be-a-turning-point-for-the-global-insurance-innovation-market-ab497543cf37?utm_content=buffer05326&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.weforum.org/agenda/2020/02/ai-looks-set-to-disrupt-the-established-world-order-here-s-how?utm_source=twitter&utm_medium=social_scheduler&utm_term=Fourth+Industrial+Revolution&utm_content=26/12/2020+05:00

Top URLs in Tweet in G6:
[9] https://technative.io/five-essential-tools-for-digital-transformation-success/
[7] https://www.infoworld.com/article/3603128/containers-require-good-architecture.html#tk.rss_cloudcomputing
[3] https://foundry4.com/why-data-quality-is-critical-for-digital-transformation
[3] https://blogs.lse.ac.uk/businessreview/2020/06/03/digital-transformation-in-the-wake-of-a-crisis-focus-on-people/
[3] https://twinybots.ch/
[2] https://cloud28plus.com/EMEA/partner/Hydro66-Svenska-AB
[2] https://blog.walkme.com/digital-business-transformation/?utm_content=151203670&utm_medium=social&utm_source=twitter&hss_channel=tw-896043977471926272
[2] https://blog.strategicgroup.net.au/8-steps-to-get-employee-buy-in-for-change-and-digital-transformation?utm_campaign=CPA%20Webinar%20-%20Digital%20Transformation&utm_content=151154158&utm_medium=social&utm_source=twitter&hss_channel=tw-370379098
[2] https://towardsdatascience.com/amazon-wants-to-make-you-an-ml-practitioner-for-free-552c46cea9ba
[1] https://www.digitalistmag.com/digital-economy/2019/10/08/3-horizons-that-will-help-you-embrace-digital-transformation-06200980

Top URLs in Tweet in G7:
[4] https://twinybots.ch/
[3] https://blogs.lse.ac.uk/businessreview/2021/01/07/digitalisation-covid-19-and-the-future-of-banking/
[2] https://itbrief.com.au/story/six-digital-transformation-trends-to-watch-in-2021?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.expresscomputer.in/egov-watch/airtel-nsic-partner-for-digital-transformation-of-indian-msmes/71530/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/satoritrade/status/1343650722324180992
[2] https://digitalhealthitalia.com/patchai-chiude-un-round-da-17-milioni-di-euro-per-scalare-a-livello-internazionale/
[2] https://www.unily.com/insights/blogs/5-ways-digital-transformation-leaders-can-innovate-with-remote-ideation?utm_content=151314855&utm_medium=social&utm_source=twitter&hss_channel=tw-2447513720
[2] https://www.thestreet.com/tech/news/appleevjdm011221
[2] https://www.digitimes.com/news/a20181112PD214.html
[2] https://www.engadget.com/dell-latitude-9000-safeshutter-140021613.html

Top URLs in Tweet in G8:
[21] https://www.forbes.com/sites/danielnewman/2020/09/21/top-10-digital-transformation-trends-for-2021/?sh=6a35214dc6f4&utm_content=149610953&utm_medium=social&utm_source=twitter&hss_channel=tw-888498978387513344
[3] https://twinybots.ch/
[3] https://www.inc.com/marc-emmer/10-ways-to-leverage-digital-transformation-in-2021.html?utm_content=151235777&utm_medium=social&utm_source=twitter&hss_channel=tw-17392332
[3] https://medium.com/@Brian.johnson_62680/artificial-intelligence-ai-top-use-cases-and-technologies-used-today-3c22e1a63e78
[2] https://www.forbes.com/sites/bernardmarr/2018/08/20/10-amazing-examples-of-how-deep-learning-ai-is-used-in-practice/
[2] https://www.dataguidance.com/opinion/usa-cmmc-enough-protect-my-business-three-things
[2] https://www.forbes.com/sites/danielnewman/2020/11/25/5-iot-trends-to-watch-in-2021/amp/?read=https://www.forbes.com/sites/danielnewman/2020/11/25/5-iot-trends-to-watch-in-2021/&__twitter_impression=true
[2] https://blog.usejournal.com/understanding-machine-learning-deep-learning-f5aa95264d61?gi=4727e16d7b89
[1] https://www.forbes.com/sites/forbestechcouncil/2020/11/24/navigating-the-new-normal-to-deliver-an-exceptional-user-experience-for-enterprise-applications/?sh=47f4860e79e6&es_p=13205884
[1] https://twitter.com/i/web/status/1349075329881681929

Top URLs in Tweet in G9:
[5] https://twinybots.ch/
[3] https://www.standard.co.uk/tech/new-scanning-software-means-londons-risky-pedestrians-help-driverless-cars-past-their-tests-a3978946.html
[3] http://qurious.io/home
[2] http://dataconomy.com/2017/04/10-essential-algorithms-machine-learning-engineers/
[2] https://www.networkcomputing.com/networking/2021-keep-eye-data
[2] https://www.techrepublic.com/article/the-most-popular-and-fastest-declining-programming-languages/
[1] https://twitter.com/i/web/status/1348661202285637634
[1] https://twitter.com/i/web/status/1348631260831297539
[1] https://twitter.com/i/web/status/1348917140112478209
[1] https://twitter.com/i/web/status/1349012520422535169

Top URLs in Tweet in G10:
[7] https://www.informationweek.com/big-data/ai-machine-learning/7-steps-to-ai-success/a/d-id/1339863
[6] https://www.zdnet.com/article/event-report-the-ces2021-preview-whats-hot-and-useful-in-the-enterprise/
[5] https://twinybots.ch/
[3] https://www.techrepublic.com/article/digital-transformation-training-boosts-productivity-and-efficiency-for-devops-and-it-infrastructure-teams/
[2] https://autome.me/ibm-for-cloud-businesses/
[2] https://blog.konicaminolta.us/workspace-technologies-2021/?utm_source=twitter&utm_medium=organic%2520social&utm_campaign=social%2520media
[2] https://www.dxlatest.com/how-data-science-is-driving-digital-transformation/
[2] https://www.cio.com/article/3230145/product-management-in-digital-transformation-whats-different.html
[2] https://blog.usejournal.com/understanding-machine-learning-deep-learning-f5aa95264d61?gi=4727e16d7b89
[2] https://autome.me/best-practices-for-a-successful-digital-business-transformation-campaign/

Top Domains
Top Domains in Tweet in Entire Graph:
[3060] twitter.com
[157] paper.li
[132] co.uk
[87] medium.com
[82] weforum.org
[77] forbes.com
[67] twinybots.ch
[58] youtube.com
[47] zdnet.com
[45] linkedin.com

Top Domains in Tweet in G1:
[1036] twitter.com
[47] paper.li
[17] ziftsolutions.com
[12] econsultancy.com
[10] linkedin.com
[10] effekten.se
[9] youtube.com
[7] twinybots.ch
[6] co.uk
[6] com.br

Top Domains in Tweet in G2:
[588] twitter.com
[25] co.uk
[25] twinybots.ch
[23] theverge.com
[17] linkedin.com
[9] youtube.com
[9] paper.li
[8] weforum.org
[8] o-launchpad.com
[8] cio.com

Top Domains in Tweet in G3:
[317] twitter.com
[92] co.uk
[62] medium.com
[52] weforum.org
[28] afr.com
[22] siliconangle.com
[21] altoros.com
[21] usejournal.com
[18] zdnet.com
[18] datasciencecentral.com

Top Domains in Tweet in G4:
[183] twitter.com
[18] ces.tech
[16] cio.com
[15] forbes.com
[13] weforum.org
[12] oracle.com
[12] information-age.com
[10] disruptionhub.com
[8] zdnet.com
[7] ft.com

Top Domains in Tweet in G5:
[85] twitter.com
[18] youtube.com
[18] fintechnews.ch
[10] cnn.com
[10] intelligenthq.com
[9] openbusinesscouncil.org
[7] insurancethoughtleadership.com
[6] medium.com
[5] weforum.org
[5] paper.li

Top Domains in Tweet in G6:
[60] twitter.com
[10] technative.io
[7] infoworld.com
[3] foundry4.com
[3] towardsdatascience.com
[3] ac.uk
[3] twinybots.ch
[2] bit.ly
[2] siliconangle.com
[2] cloud28plus.com

Top Domains in Tweet in G7:
[77] twitter.com
[4] thestreet.com
[4] twinybots.ch
[3] ac.uk
[3] mopinion.com
[2] com.au
[2] expresscomputer.in
[2] manufacturing.net
[2] digitalhealthitalia.com
[2] zdnet.com

Top Domains in Tweet in G8:
[70] twitter.com
[31] forbes.com
[5] libsyn.com
[4] medium.com
[4] aiim.org
[3] twinybots.ch
[3] inc.com
[2] dataguidance.com
[2] usejournal.com
[1] informationweek.com

Top Domains in Tweet in G9:
[42] twitter.com
[5] twinybots.ch
[4] paper.li
[3] co.uk
[3] qurious.io
[2] medium.com
[2] dataconomy.com
[2] networkcomputing.com
[2] techrepublic.com
[2] datasciencecentral.com

Top Domains in Tweet in G10:
[62] twitter.com
[8] informationweek.com
[8] zdnet.com
[5] autome.me
[5] twinybots.ch
[3] techrepublic.com
[2] briansolis.com
[2] konicaminolta.us
[2] dxlatest.com
[2] cio.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4096] digitaltransformation
[1817] ai
[1002] iot
[966] bigdata
[769] machinelearning
[650] tech
[492] iiot
[484] ces2021
[473] artificialintelligence
[391] cloud



Top Hashtags in Tweet in G1:
[363] digitaltransformation
[56] ai
[48] digital
[23] iot
[21] innovation
[20] technology
[19] digitalmarketing
[18] covid19
[17] business
[15] cloud

Top Hashtags in Tweet in G2:
[709] digitaltransformation
[183] ai
[136] bigdata
[136] iot
[121] tech
[101] digital
[99] iiot
[71] usa
[58] innovation
[56] europe

Top Hashtags in Tweet in G3:
[1059] digitaltransformation
[879] ai
[693] bigdata
[540] machinelearning
[506] iot
[369] tech
[331] iiot
[301] artificialintelligence
[253] cloud
[211] usa

Top Hashtags in Tweet in G4:
[433] digitaltransformation
[312] ces2021
[293] ai
[119] iot
[114] machinelearning
[89] futureofwork
[63] artificialintelligence
[53] ces
[52] innovation
[39] covid19

Top Hashtags in Tweet in G5:
[187] digitaltransformation
[78] fintech
[61] ai
[44] tech
[42] iot
[37] digitalbanks
[32] blockchain
[31] finserv
[27] video
[25] iiot

Top Hashtags in Tweet in G6:
[123] digitaltransformation
[55] ai
[49] iot
[32] digital
[16] internetofthings
[16] automation
[14] tech
[13] bigdata
[13] technology
[13] innovation

Top Hashtags in Tweet in G7:
[142] digitaltransformation
[14] digital
[13] ai
[8] pakistan
[8] iot
[7] innovation
[7] cloud
[6] digitalization
[6] bigdata
[6] automation

Top Hashtags in Tweet in G8:
[106] digitaltransformation
[15] ai
[10] digital
[10] machinelearning
[9] transformation
[8] artificialintelligence
[8] cloud
[7] iot
[6] deeplearning
[6] ces2021

Top Hashtags in Tweet in G9:
[122] digitaltransformation
[41] ai
[31] iot
[31] cloudcomputing
[30] covid19
[26] enterprise
[26] pwc
[18] bigdata
[8] digital
[5] machinelearning

Top Hashtags in Tweet in G10:
[103] digitaltransformation
[57] ai
[36] digital
[27] analytics
[27] nlp
[22] modernization
[19] transformation
[15] machinelearning
[13] iot
[13] bigdata

Top Words
Top Words in Tweet in Entire Graph:
[4095] #digitaltransformation
[1817] #ai
[1002] #iot
[966] #bigdata
[884] digital
[769] #machinelearning
[655] #tech
[583] 2021
[492] #iiot
[484] #ces2021

Top Words in Tweet in G1:
[363] #digitaltransformation
[183] digital
[102] business
[93] 2021
[80] transformation
[71] more
[59] learn
[56] #ai
[52] year
[48] #digital

Top Words in Tweet in G2:
[709] #digitaltransformation
[183] #ai
[171] digital
[136] #bigdata
[136] #iot
[124] #tech
[104] #digital
[102] 2021
[99] #iiot
[87] tech

Top Words in Tweet in G3:
[1059] #digitaltransformation
[879] #ai
[693] #bigdata
[540] #machinelearning
[506] #iot
[370] #tech
[331] #iiot
[301] #artificialintelligence
[296] chidambara09
[253] #cloud

Top Words in Tweet in G4:
[433] #digitaltransformation
[312] #ces2021
[293] #ai
[122] ces
[122] ipfconline1
[119] #iot
[114] #machinelearning
[110] haroldsinnott
[89] #futureofwork
[82] cc

Top Words in Tweet in G5:
[187] #digitaltransformation
[78] #fintech
[61] #ai
[53] iot
[46] helene_wpli
[44] #tech
[43] learn
[42] #iot
[37] coffee
[37] #digitalbanks

Top Words in Tweet in G6:
[123] #digitaltransformation
[55] #ai
[49] #iot
[40] ronald_vanloon
[34] digital
[33] transformation
[32] #digital
[28] technative
[22] business
[19] need

Top Words in Tweet in G7:
[142] #digitaltransformation
[29] digital
[22] transformation
[17] 2021
[14] #digital
[13] #ai
[12] digital_trans4m
[11] experts
[11] business
[11] share

Top Words in Tweet in G8:
[106] #digitaltransformation
[42] 2021
[41] forbes
[33] trends
[32] top
[30] more
[28] learn
[26] 10
[19] strategicvenue
[16] behind

Top Words in Tweet in G9:
[162] gt
[122] #digitaltransformation
[66] mikequindazzi
[41] #ai
[32] digital
[31] #iot
[31] #cloudcomputing
[30] enterprises
[30] #covid19
[29] 10

Top Words in Tweet in G10:
[103] #digitaltransformation
[57] #ai
[36] #digital
[32] fda
[32] sas
[29] data
[28] science
[27] #analytics
[27] #nlp
[26] 49

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[397] #ai,#iot
[388] digital,transformation
[374] #iot,#tech
[263] #iiot,#usa
[248] #machinelearning,#bigdata
[210] #tech,#iiot
[205] #bigdata,#europe
[201] #ai,#digitaltransformation
[198] #bigdata,#ai
[197] #usa,#linux

Top Word Pairs in Tweet in G1:
[66] digital,transformation
[20] service,desk
[19] last,year
[18] desk,impacted
[18] impacted,massively
[18] massively,last
[18] year,plan
[18] plan,2021
[16] #digital,#digitaltransformation
[14] covid,19

Top Word Pairs in Tweet in G2:
[87] #iot,#tech
[83] #ai,#iot
[72] digital,transformation
[62] #iiot,#usa
[57] tech,update
[54] #usa,#linux
[52] #linux,#uk
[50] #bigdata,#europe
[50] #europe,#ai
[48] #tech,#iiot

Top Word Pairs in Tweet in G3:
[257] #iot,#tech
[246] #ai,#iot
[227] #machinelearning,#bigdata
[178] #iiot,#usa
[158] #bigdata,#artificialintelligence
[148] #digitaltransformation,#cloud
[145] #tech,#iiot
[140] #bigdata,#ai
[133] #bigdata,#europe
[126] #usa,#linux

Top Word Pairs in Tweet in G4:
[64] #ai,#digitaltransformation
[57] #machinelearning,#iot
[56] #ces2021,#digitaltransformation
[52] ipfconline1,#ces2021
[47] #digitaltransformation,cc
[47] artificial,intelligence
[44] #ai,#machinelearning
[41] digital,transformation
[36] ces,ready
[35] #artificialintelligence,#machinelearning

Top Word Pairs in Tweet in G5:
[36] iot,coffee
[35] coffee,talk
[25] #fintech,#finserv
[24] #digitaltransformation,#fintech
[23] #finserv,#digitaltransformation
[22] watch,bite
[22] bite,sized
[22] sized,#video
[22] #video,learn
[22] learn,advanced

Top Word Pairs in Tweet in G6:
[29] digital,transformation
[12] survey,receive
[11] #ai,#iot
[11] covid,created
[11] created,urgent
[11] urgent,need
[11] need,develop
[11] develop,business
[11] business,models
[11] models,faster

Top Word Pairs in Tweet in G7:
[21] digital,transformation
[9] experts,share
[9] share,tips
[8] tips,goal
[8] goal,setting
[8] setting,developing
[8] developing,empathy
[7] shine,#digitaltransformation
[7] #digitaltransformation,leader
[7] leader,experts

Top Word Pairs in Tweet in G8:
[23] top,10
[23] learn,more
[23] 2021,forbes
[22] trends,2021
[21] more,top
[21] 10,#digitaltransformation
[21] #digitaltransformation,trends
[19] strategicvenue,learn
[15] left,behind
[10] organizations,remain

Top Word Pairs in Tweet in G9:
[105] gt,gt
[29] 63,enterprises
[29] enterprises,embarked
[29] embarked,#digitaltransformation
[29] #digitaltransformation,enabled
[29] enabled,#cloudcomputing
[29] #cloudcomputing,#covid19
[29] #covid19,jumped
[29] jumped,gas
[27] gas,pedal

Top Word Pairs in Tweet in G10:
[28] data,science
[24] fda,inks
[24] inks,49
[24] deal,sas
[24] #analytics,#nlp
[22] 49,9m
[22] 9m,deal
[22] sas,#ai
[22] #ai,advanced
[22] advanced,#analytics

Top Replied-To
Top Replied-To in Entire Graph:
@strat_ai
@nuanceinc
@anandmahindra
@cortilia
@idealo_it
@ikn_italy
@epsonitalia
@ai_miami
@zipaworld
@enderton_justin

Top Replied-To in G2:
@nuanceinc
@cortilia
@epsonitalia
@ikn_italy
@idealo_it
@techinsider
@fmfrancoise
@parishilton
@zipaworld
@enderton_justin

Top Replied-To in G3:
@strat_ai
@ai_miami
@startup_magnate
@gerald_bader
@r_demidchuk
@sassoftware
@salesforce

Top Replied-To in G4:
@ipfconline1
@panasonic

Top Replied-To in G5:
@helene_wpli
@michael_saylor
@domainshane
@robbystarbuck

Top Replied-To in G6:
@mashable

Top Replied-To in G8:
@forbes

Top Replied-To in G9:
@wswmuc

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@haroldsinnott
@ingliguori
@ipfconline1
@wef
@antgrasso
@mvollmer1
@ces
@sheraj99
@alvinfoo

Top Mentioned in G1:
@david_rp90
@meiklwagner
@storism_io
@flydigitally
@arcdox
@schinelliusa
@skip7547
@btweeps_
@godexxhealth
@cogniphi

Top Mentioned in G2:
@chidambara09
@digital_trans4m
@csr_india
@wef
@dailymail
@7summitsinc
@tegeria2
@ronald_vanloon
@richardeudes
@mailonline

Top Mentioned in G3:
@chidambara09
@ingliguori
@sheraj99
@haroldsinnott
@antgrasso
@wef
@ruben_arce_s
@r_demidchuk
@techknology4u
@strat_ai

Top Mentioned in G4:
@ipfconline1
@haroldsinnott
@ces
@mvollmer1
@evankirstel
@jblefevre60
@nicochan33
@wef
@shannonplatz
@techinsider

Top Mentioned in G5:
@helene_wpli
@dinisguarda
@psb_dc
@robtiffany
@globaliqx
@drsharwood
@youtube
@intelligenthq
@openbusinesshq
@ztudium

Top Mentioned in G6:
@ronald_vanloon
@technative
@shanebrighton
@tansuyegen
@frronconi
@antgrasso
@blaudoux
@intengineering

Top Mentioned in G7:
@digital_trans4m
@statebank_pak
@govtofpakistan
@marshacollier
@arifhabibltd
@finm
@interactivetur
@milocamj
@larsrossen
@lseforbusiness

Top Mentioned in G8:
@forbes
@strategicvenue
@tricentis
@asokan_telecom
@tegeria2
@glwebeu_en
@r_demidchuk
@techwirenet
@haroldsinnott
@bernardmarr

Top Mentioned in G9:
@mikequindazzi
@digital_trans4m
@pointsource
@benchmarkit_sol
@microsoft
@antgrasso
@comendadormbf
@cyrilcoste
@hudson_chatbots
@worldtrendsinfo

Top Mentioned in G10:
@automeme
@briansolis
@zdnet
@chidambara09
@informationweek
@jgarber308
@stratodesk
@forrester
@gartner_inc
@seeker

Top Tweeters
Top Tweeters in Entire Graph:
@airtel_presence
@sectest9
@hrblock_21
@chidambara09
@cybersec_feeds
@charlesfrize
@femtech_
@evankirstel
@marino29b
@nilimajumder

Top Tweeters in G1:
@gabbariele
@7wdata
@scanmyphotos
@markhillary
@topmostshop
@marketingrdv
@mediarings
@skip7547
@alexwitzleben
@ross_quintana

Top Tweeters in G2:
@airtel_presence
@chidambara09
@sudeepkhatri
@rvp
@caring_mobile
@jacobussystems
@mariecolemanao
@jamesvgingerich
@sec_cyber
@greentechdon

Top Tweeters in G3:
@sectest9
@cybersec_feeds
@femtech_
@xaelbot
@aldoceccarelli
@codedailybot
@ottlegalrebels
@codegnuts
@cybersecurityn8
@santchiweb

Top Tweeters in G4:
@evankirstel
@tess_blue815
@calcaware
@heatherpeno
@bot_innovation
@gezgintrk
@trippbraden
@nicochan33
@cindyceemerson
@entwistletx

Top Tweeters in G5:
@fintechna
@nancyrubin
@cnn
@vanalich
@thomaspower
@debraruh
@thesecretjunio1
@enriquen
@markderiz
@ccprakay

Top Tweeters in G6:
@tmobile
@mashable
@vivmilano
@simonlporter
@meghanmbiro
@bernardo_pirola
@akil115
@jose_garde
@nowthisnews
@exokkaido_o

Top Tweeters in G7:
@biconnections
@marshacollier
@ft
@ijasonwu
@milocamj
@interactivetur
@robinheed
@teamofindore
@skykingtb2
@nfhassan

Top Tweeters in G8:
@forbes
@blkhwk0ps
@danielnewmanuv
@aklen
@sdtimes
@computerworld
@chuckdbrooks
@api_daily
@andresvilarino
@vrretweeter

Top Tweeters in G9:
@kuins
@marcguberti
@software4iot
@domingonarvaez1
@fininvestuk
@mariatravis45
@cybazesocial
@halfeatenmind
@publiceyesuk
@worldtrendsinfo

Top Tweeters in G10:
@bexxmodd
@dataaugmented
@ml_tweet_bot
@zdnet
@epuujee
@yvesmulkers
@gdprai
@grjenkin
@exp_mark
@blackpeopledata