digitaltransformation, Twitter, 11/23/2022 1:49:04 PM, 284851


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digitaltransformation_2022-11-23_04-54-41.xlsx
digitaltransformation_2022-11-23_04-54-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 23, 2022
Short Description:
digitaltransformation via NodeXL https://bit.ly/3EYrT6t
@kirkdborne
@rpatoolsc
@ingliguori
@godfrey_g_
@skodineya
@o_fabriciosouza
@eli_krumova
@digitalhealthxx
@ratingology
@atqzahmd

Top hashtags:
#digitaltransformation
#ai
#python
#machinelearning
#iot
#datascience

Description:
Description
The graph represents a network of 4,865 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, 23 November 2022 at 13:06 UTC.

The requested start date was Wednesday, 23 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 19-day, 8-hour, 39-minute period from Thursday, 03 November 2022 at 16:21 UTC to Wednesday, 23 November 2022 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 : 4865
Unique Edges : 4018
Edges With Duplicates : 11867
Total Edges : 15885
Number of Edge Types : 5
Retweet : 4492
MentionsInRetweet : 5901
Mentions : 2906
Replies to : 253
Tweet : 2333
Self-Loops : 2499
Reciprocated Vertex Pair Ratio : 0.0281515854601701
Reciprocated Edge Ratio : 0.054761546562359
Connected Components : 1038
Single-Vertex Connected Components : 639
Maximum Vertices in a Connected Component : 2933
Maximum Edges in a Connected Component : 13214
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.744867
Graph Density : 0.000280898401579488
Modularity : 0.376457
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,865 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, 23 November 2022 at 13:06 UTC.

The requested start date was Wednesday, 23 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 19-day, 8-hour, 39-minute period from Thursday, 03 November 2022 at 16:21 UTC to Wednesday, 23 November 2022 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:
[72] https://twinybots.ch/
[46] https://roboinu.medium.com/robo-inu-finance-is-giving-airdrop-when-they-reach-5-000-holders-on-etherscan-a36fb42978b1
[41] https://www.youtube.com/watch?v=GQo5ktm0WnQ&feature=youtu.be

[41] http://pdf.amazingdiscoveries.org/Conspiracy_Theories/The%20Secret%20Terrorists.pdf
[35] https://twitter.com/timeisfinishing/status/1202327345845227521
[30] https://finance.yahoo.com/news/robo-inu-finance-aims-create-072900231.html
[21] https://www.infoworld.com/article/3678972/7-ways-to-reduce-costs-with-agile-and-devops.html
[19] https://www.i-scoop.eu/digital-transformation/
[16] https://www.mckinsey.com/capabilities/operations/our-insights/the-scaling-imperative-for-industry-4-point-0
[14] https://www.sas.com/gms/redirect.jsp?detail=GMS243074_333791

Top URLs in Tweet in G1:
[34] https://twinybots.ch/
[18] https://www.i-scoop.eu/digital-transformation/
[12] https://www.itsecurityguru.org/2022/11/21/cgis-cyber-escape-experience-visits-lincoln/?utm_source=rss&utm_medium=rss&utm_campaign=cgis-cyber-escape-experience-visits-lincoln
[10] https://medium.com/the-corix-partners-friday-reading-list/the-corix-partners-friday-reading-list-may-13-2022-c5059b31bceb?source=rss------cybersecurity-5&utm_source=dlvr.it&utm_medium=twitter
[8] https://geoffmobile.medium.com/fictional-interview-with-dr-c323ca4cfe6c?source=rss------artificial_intelligence-5
[8] https://www.newscientist.com/article/mg25634141-200-will-artificial-intelligence-ever-discover-new-laws-of-physics/
[7] https://ml-ops.org/content/end-to-end-ml-workflow
[7] https://www.siemens.com/global/en/company/fairs-events/fairs/sps-fair.html?stc=wwdi122420
[7] https://digitalsalutem.com/top-5-wearables-trends/
[7] https://technative.io/cyber-security-message-board/?utm_content=buffer3dc75&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[17] https://twinybots.ch/
[7] https://solidedge.siemens.com/en/resource/report/digital-transformation-in-product-design-and-development/
[5] https://coruzant.com/digital-strategy/how-to-kick-start-digital-transformation-in-banking/
[4] https://amazon.de/
[3] https://lnkd.in/gVjczatP
[3] https://discover.fisglobal.com/rs/975-BCU-707/images/Article_Insurance_ETHOS_ENGAGE_QnA.pdf?utm_source=SM&utm_medium=ADV&utm_medium1=TW&utm_campaign=INS_XS_AO_TOFU_SM_ADV_TW_NOV2022_NONE_NAM_ETHOSENGAGE
[3] https://flevy.com/browse/flevypro/doc-3446
[3] http://EnterpriseArchitectureRadio.com
[3] https://www.gartner.com/en/newsroom/press-releases/2022-10-19-gartner-says-89-percent-of-board-directors-say-digital-is-embedded-in-all-business-growth-strategies?ref=refind
[2] https://hbr.org/2022/10/is-your-company-seizing-its-digital-value

Top URLs in Tweet in G3:
[9] https://www.datasciencecentral.com/profiles/blogs/forewarn-business-growth-with-current-situation-of-ai-in
[5] https://www.forbes.com/sites/bernardmarr/2020/05/25/3-ways-every-company-should-prepare-for-the-internet-of-things/
[4] https://www.ciodive.com/news/hitachi-vantara-iot-technology-skills/632379/
[4] https://www.datasciencecentral.com/profiles/blogs/augmented-reality-trends-check-to-make-a-smart-choice-for-your
[4] https://gcn.com/emerging-tech/2022/10/how-government-might-work-3d-printed-buildings/378929/
[3] https://www.academia.edu/35259624/The_Predictive_Retailer
[3] https://www.datasciencecentral.com/profiles/blogs/how-ai-is-transforming-marketing-for-better-conversions-1
[3] https://venturebeat.com/data-infrastructure/building-iot-ready-organization/
[3] https://www.datasciencecentral.com/profiles/blogs/how-to-use-augmented-reality-in-distance-learning
[2] https://www.sciencedirect.com/science/article/abs/pii/S0926580520310979

Top URLs in Tweet in G4:
[5] https://www.iiot-world.com/energy/down-to-the-wire-putting-data-to-work-to-help-minimize-wildfires/?utm_source=IIoTWorldSocialMedia
[5] https://blog.hyland.com/cloud-enablement/cloud-migration-guide/
[4] https://www.theguardian.com/australia-news/2022/nov/19/full-on-robot-writing-the-artificial-intelligence-challenge-facing-universities
[4] https://iotpractitioner.com/iot-premier-league-and-iot-champions-league-week-40/
[4] https://iotpractitioner.com/iot-premier-league-and-iot-champions-league-week-39/
[4] https://engatica.com/blog/updated-50-most-powerful-ai-influencers-in-2022?contentId=621876196f56fd5ee1a60e55?utm_source=linkedin&utm_medium=50-outstanding-ai-in-business&utm_campaign=social-blast
[4] https://iotpractitioner.com/todd-spraggins-appointed-as-a-pillar-of-excellence-leader-in-the-mobility-and-connectivity-of-things-center-of-excellence/
[4] https://www.siemens.com/global/en/company/fairs-events/fairs/sps-fair.html?stc=wwdi122420
[4] https://www.cio.com/article/228268/12-reasons-why-digital-transformations-fail.html
[3] https://healthitanalytics.com/news/artificial-intelligence-method-can-help-predict-skin-cancer-recurrence

Top URLs in Tweet in G5:
[5] https://web.umang.gov.in/landing
[4] https://meripehchaan.gov.in/
[3] https://openforge.gov.in/
[2] https://myscheme.gov.in:443/
[2] https://www.esaras.in:443/
[1] https://mygov.in/task/suggest-name
[1] https://innovateindia.mygov.in/yuvai
[1] https://myscheme.gov.in:443/schemes/nswf
[1] https://twitter.com/aajtak/status/1594944185144340480
[1] https://kashmirahead.com/digital-services-portal-begins-in-kulgam-under-digital-india-mission/

Top URLs in Tweet in G6:
[5] https://7wdata.be/event/make-informed-decisions-assessing-your-future-sap-roadmap/?utm_source=Twitter&utm_medium=BIConnections++[twitter]-Wall&utm_campaign=202:+Events+Affiliate+Promos+twitter
[4] https://7wdata.be/event/make-informed-decisions-assessing-your-future-sap-roadmap/?utm_source=Twitter&utm_medium=7wData+[twitter]-Wall&utm_campaign=202:+Events+Affiliate+Promos+twitter
[3] https://www2.corraogroup.com/l/52032/2022-11-19/lfds7l/75275
[3] https://360fashionnetwork.eo.page/1d99x
[2] https://www.tiktok.com/@erickimberling0/video/7168889813637123374?_t=8XZeb1gyxkx&_r=1
[2] https://www.tiktok.com/@erickimberling0/video/7161277614991150382
[2] https://www.digitaljournal.com/business/future-of-work-technologies-systems-must-work-better-to-ensure-employee-retention/article
[2] https://faisalhoque.com/overcoming-the-challenges-of-reinvention/
[2] https://healthitanalytics.com/news/uc-davis-launches-digital-transformation-collaboration
[2] https://www.computerweekly.com/opinion/Artificial-Intelligence-in-the-Workplace

Top URLs in Tweet in G7:
[9] https://digital-leadership-associates.passle.net/post/102ht3z/10-books-to-energise-your-leadership-skills-this-autumn
[8] http://digital-leadership-associates.passle.net/post/102hzun/the-world-is-on-digital-data-update-4th-quarter-2022
[7] http://digital-leadership-associates.passle.net/post/102i1vs/why-your-social-media-organizational-culture-has-to-be-people-centric
[7] http://digital-leadership-associates.passle.net/post/102i1k5/where-are-next-years-mega-deals-coming-from
[6] http://www.tlbcoaching.com/blog/personal-brands-contribute-to-digital-influence
[6] http://digital-leadership-associates.passle.net/post/102hyyh/the-number-one-thing-you-are-getting-wrong-on-linkedin
[5] https://aliceheiman.com/why-ceos-should-care-about-starting-a-digital-conversation
[5] https://buff.ly/3Np1UaI
[5] https://www.linkedin.com/posts/adamgray_socialselling-digitalselling-digitaltransformation-activity-7000747168391135232-_c6s
[4] https://www.linkedin.com/pulse/power-social-adam-gray

Top URLs in Tweet in G9:
[3] https://link.medium.com/UUUKxq6cFub
[2] https://www.finextra.com/blogposting/23183/leaning-into-the-digital-revolution-could-end-quiet-quitting
[2] https://www.snakconsultancy.com/big-data.php
[1] https://gcn.com/emerging-tech/
[1] https://www.cfasociety.org/cleveland/Lists/Events%20Calendar/Attachments/1045/BIG-Data_AI-JPMmay2017.pdf
[1] https://www.forbes.com/sites/forbestechcouncil/2020/06/30/integrating-data-analytics-and-iot/
[1] https://www.forbes.com/sites/bernardmarr/2020/05/25/3-ways-every-company-should-prepare-for-the-internet-of-things/
[1] https://www.forbes.com/sites/sap/2020/03/04/how-the-internet-of-things-speeds-up-industry-40-progress/
[1] https://link.medium.com/1JoNelBOEub

Top URLs in Tweet in G10:
[15] https://twinybots.ch/
[12] https://www.mckinsey.com/capabilities/operations/our-insights/the-scaling-imperative-for-industry-4-point-0
[12] https://www.infoworld.com/article/3678972/7-ways-to-reduce-costs-with-agile-and-devops.html
[6] https://blogs.starcio.com/2021/11/thanks-teams-digital-transformation.html#sq_h8cfgkeh8g
[5] https://www.pearlorganisation.com/
[5] https://www.whitecase.com/insight-our-thinking/bright-future-smart-cities-latin-america
[3] https://etnews.uk/10-must-read-digital-transformation-books-in-2022/#sq_h7wz8qfrqk
[3] https://www.servicenow.com/products/financial-services-operations.html
[3] https://news.google.com/__i/rss/rd/articles/CBMiemh0dHBzOi8vd3d3LnBybmV3c3dpcmUuY29tL25ld3MtcmVsZWFzZXMvbWF0ZXJpYWxzLWluZm9ybWF0aWNzLWRpZ2l0YWwtdHJhbnNmb3JtYXRpb24tY29tZXMtdG8tbWF0ZXJpYWxzLXJkLTMwMTY4Mzc1Mi5odG1s0gEA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[3] https://medium.com/the-corix-partners-friday-reading-list/the-corix-partners-friday-reading-list-may-13-2022-c5059b31bceb?source=rss------cybersecurity-5&utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[369] twitter.com
[231] robtiffanydigital.com
[156] bit.ly
[153] medium.com
[143] linkedin.com
[126] youtube.com
[108] forbes.com
[72] twinybots.ch
[61] buff.ly
[60] passle.net

Top Domains in Tweet in G1:
[231] robtiffanydigital.com
[77] medium.com
[57] packetstormsecurity.com
[53] twitter.com
[45] technative.io
[34] twinybots.ch
[31] forbes.com
[31] linkedin.com
[25] bit.ly
[19] mckinsey.com

Top Domains in Tweet in G2:
[34] forbes.com
[34] twitter.com
[29] dy.si
[27] linkedin.com
[20] bit.ly
[20] okt.to
[17] twinybots.ch
[12] vision33.com
[11] youtube.com
[11] medium.com

Top Domains in Tweet in G3:
[27] datasciencecentral.com
[8] forbes.com
[8] twitter.com
[5] gcn.com
[4] ciodive.com
[3] iiot-world.com
[3] academia.edu
[3] venturebeat.com
[2] sciencedirect.com
[2] mindbreeze.com

Top Domains in Tweet in G4:
[62] twitter.com
[39] hyland.com
[24] iiot-world.com
[17] bit.ly
[14] buff.ly
[12] iotpractitioner.com
[10] linkedin.com
[10] siemens.com
[10] co.uk
[9] forbes.com

Top Domains in Tweet in G5:
[15] gov.in
[2] mygov.in
[2] esaras.in
[2] twitter.com
[1] kashmirahead.com

Top Domains in Tweet in G6:
[18] twitter.com
[16] voicestorm.com
[10] 7wdata.be
[7] youtube.com
[6] tiktok.com
[6] paper.li
[4] linkedin.com
[3] corraogroup.com
[3] eo.page
[3] forbes.com

Top Domains in Tweet in G7:
[59] passle.net
[46] linkedin.com
[15] tlbcoaching.com
[7] buff.ly
[5] aliceheiman.com
[4] twitter.com
[4] paper.li
[3] medium.com
[2] constellationr.com
[2] bit.ly

Top Domains in Tweet in G9:
[4] medium.com
[3] forbes.com
[2] finextra.com
[2] snakconsultancy.com
[1] gcn.com
[1] cfasociety.org

Top Domains in Tweet in G10:
[20] bit.ly
[19] google.com
[15] twinybots.ch
[14] starcio.com
[12] mckinsey.com
[12] infoworld.com
[6] twitter.com
[5] pearlorganisation.com
[5] whitecase.com
[5] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4937] digitaltransformation
[1675] ai
[1059] python
[959] machinelearning
[804] iot
[765] datascience
[719] ml
[628] bigdata
[613] cloud
[598] digital



Top Hashtags in Tweet in G1:
[1550] digitaltransformation
[1105] ai
[565] python
[553] datascience
[500] iot
[413] infographic
[410] bigdata
[406] automation
[393] cloud
[392] machinelearning

Top Hashtags in Tweet in G2:
[749] digitaltransformation
[60] technology
[60] innovation
[47] cloud
[42] digital
[35] ai
[27] it
[24] business
[22] automation
[22] tech

Top Hashtags in Tweet in G3:
[397] machinelearning
[359] python
[356] ml
[356] algorithms
[62] ai
[59] digitaltransformation
[56] bigdata
[51] iot
[47] datascience
[43] iotpl

Top Hashtags in Tweet in G4:
[302] digitaltransformation
[139] iot
[130] iiot
[118] ai
[87] tech
[80] iotpl
[68] datascience
[67] iotcl
[66] automation
[60] iotcommunity

Top Hashtags in Tweet in G5:
[188] password
[121] ai
[82] online
[78] otp
[76] stay
[76] vigilant
[76] help
[76] cyberattacks
[76] crimes
[76] name

Top Hashtags in Tweet in G6:
[146] digitaltransformation
[19] erp
[19] cloud
[16] cdwsocial
[14] ai
[13] digitalstrategy
[12] sap
[11] digital
[9] 7wdataevent
[8] enterprises

Top Hashtags in Tweet in G7:
[165] digitaltransformation
[97] socialselling
[92] digitalselling
[40] socialmediastrategy
[37] digitalorganization
[34] leadership
[29] marketing
[21] sales
[20] salestips
[19] digitalmarketing

Top Hashtags in Tweet in G8:
[86] ratingology
[86] news
[86] digitaltransformation
[86] website
[86] aajtak
[86] ndtv
[1] indianexpress

Top Hashtags in Tweet in G9:
[87] python
[73] machinelearning
[66] ml
[64] algorithms
[37] ai
[31] bigdata
[27] datascience
[25] infographic
[24] analytics
[23] pytorch

Top Hashtags in Tweet in G10:
[157] digitaltransformation
[33] digital
[25] technology
[23] machinelearning
[22] transformation
[16] innovation
[15] businesstransformation
[13] ai
[13] analytics
[12] industry40

Top Words
Top Words in Tweet in Entire Graph:
[4932] #digitaltransformation
[1670] #ai
[1088] digital
[1059] #python
[958] #machinelearning
[804] #iot
[763] #datascience
[719] #ml
[629] #bigdata
[612] #cloud

Top Words in Tweet in G1:
[1546] #digitaltransformation
[1103] #ai
[565] #python
[553] #datascience
[517] coffee
[500] #iot
[437] ingliguori
[413] #infographic
[407] #bigdata
[406] #automation

Top Words in Tweet in G2:
[748] #digitaltransformation
[165] digital
[119] more
[92] transformation
[91] business
[77] learn
[70] help
[63] read
[60] #technology
[60] #innovation

Top Words in Tweet in G3:
[397] #machinelearning
[390] kirkdborne
[359] #python
[357] code
[357] guide
[356] morgan
[356] comprehensive
[356] 280
[356] #algorithms
[356] popular

Top Words in Tweet in G4:
[302] #digitaltransformation
[139] #iot
[130] #iiot
[116] #ai
[87] #tech
[78] #iotpl
[67] #datascience
[65] #automation
[64] #iotcl
[60] #iotcommunity

Top Words in Tweet in G5:
[381] skodineya
[188] #password
[121] #ai
[79] one
[79] making
[79] time
[78] prevents
[78] user
[78] identity
[78] theft

Top Words in Tweet in G6:
[146] #digitaltransformation
[28] digital
[20] transformation
[19] #erp
[19] #cloud
[16] #cdwsocial
[15] future
[14] #ai
[13] more
[13] #digitalstrategy

Top Words in Tweet in G7:
[165] #digitaltransformation
[139] timothy_hughes
[116] dlaignite
[97] #socialselling
[96] passle
[92] #digitalselling
[71] digital
[52] social
[48] agsocialmedia
[46] follow

Top Words in Tweet in G8:
[86] #ratingology
[86] traffic
[86] five
[86] #news
[86] #ndtv
[86] share
[86] indian
[86] top
[86] #website
[86] #digitaltransformation

Top Words in Tweet in G9:
[87] #python
[73] #machinelearning
[73] digitalhealthxx
[66] #ml
[64] morgan
[64] popular
[64] comprehensive
[64] guide
[64] code
[64] 280

Top Words in Tweet in G10:
[157] #digitaltransformation
[83] digital
[68] transformation
[33] #digital
[25] #technology
[23] ways
[23] #machinelearning
[22] #transformation
[18] nyike
[17] driving

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[465] #machinelearning,#python
[460] #ml,#algorithms
[459] popular,#ml
[459] code,popular
[459] morgan,comprehensive
[459] guide,#machinelearning
[459] 280,guide
[459] #python,code
[459] comprehensive,280
[420] digital,transformation

Top Word Pairs in Tweet in G1:
[290] #iiot,#automation
[289] coffee,talk
[289] welcome,#iot
[289] #digital,#iiot
[289] chat,#digital
[289] #iot,coffee
[272] #automation,#digitaltwins
[252] #digitaltwins,#edge
[245] #bigdata,#analytics
[244] #iotpl,#iotcl

Top Word Pairs in Tweet in G2:
[83] digital,transformation
[28] learn,more
[23] read,more
[21] #digital,#digitaltransformation
[17] platforms,help
[17] #cto,#cio
[16] aligning,esm
[16] portfolios,#isgproviderlens
[16] services,software
[16] enterprises,#serviceproviders

Top Word Pairs in Tweet in G3:
[356] #ml,#algorithms
[356] #python,code
[356] morgan,comprehensive
[356] #machinelearning,#python
[356] guide,#machinelearning
[356] code,popular
[356] popular,#ml
[356] comprehensive,280
[356] 280,guide
[355] kirkdborne,morgan

Top Word Pairs in Tweet in G4:
[56] #iot,#iiot
[43] #iotpl,#iotcl
[39] welcome,#iot
[39] coffee,talk
[39] chat,#digital
[39] #digital,#iiot
[39] #iot,coffee
[38] #ai,#ml
[38] #iiot,#automation
[37] #tech,#technology

Top Word Pairs in Tweet in G5:
[78] user,name
[78] #password,prevents
[78] one,time
[78] theft,making
[78] sure,captured
[78] identity,theft
[78] prevents,identity
[78] time,#password
[78] name,#password
[78] #password,pair

Top Word Pairs in Tweet in G6:
[18] digital,transformation
[12] #digitaltransformation,#erp
[11] decisions,assessing
[11] assessing,future
[11] 'make,informed
[11] 29,nov
[11] informed,decisions
[11] #erp,#sap
[11] sap,roadmap'
[11] future,sap

Top Word Pairs in Tweet in G7:
[94] passle,timothy_hughes
[77] #socialselling,#digitalselling
[65] dlaignite,#socialselling
[51] timothy_hughes,dlaignite
[42] agsocialmedia,dlaignite
[40] #digitalselling,#digitaltransformation
[36] social,media
[36] #digitaltransformation,#digitalorganization
[36] #digitalorganization,#socialmediastrategy
[23] please,follow

Top Word Pairs in Tweet in G8:
[86] #digitaltransformation,#website
[86] top,five
[86] traffic,share
[86] news,website
[86] #news,#digitaltransformation
[86] five,indian
[86] website,#ratingology
[86] indian,news
[86] #ratingology,#news
[86] #website,#aajtak

Top Word Pairs in Tweet in G9:
[64] #ml,#algorithms
[64] 280,guide
[64] guide,#machinelearning
[64] morgan,comprehensive
[64] code,popular
[64] popular,#ml
[64] #machinelearning,#python
[64] #python,code
[64] comprehensive,280
[55] digitalhealthxx,morgan

Top Word Pairs in Tweet in G10:
[57] digital,transformation
[20] #digitaltransformation,#machinelearning
[17] #digitaltransformation,#digital
[15] #businesstransformation,#technology
[15] #digitaltransformation,#businesstransformation
[13] agile,devops
[12] ways,reduce
[12] scaling,imperative
[12] reduce,costs
[12] costs,agile

Top Replied-To
Top Replied-To in Entire Graph:
@gemhackerhunter
@officialshehr
@jamyies
@ralvero
@cryptoxmad
@eli_krumova
@sharkscoins
@realcryptorich
@420xgains
@hodlbee

Top Replied-To in G1:
@salesforce
@gartner_inc
@eli_krumova

Top Replied-To in G3:
@eli_krumova

Top Replied-To in G4:
@kirkdborne
@accenture
@iotchannel
@iotslam

Top Replied-To in G5:
@narendramodi
@ashwinivaishnaw
@egovacademy

Top Replied-To in G6:
@salesforce

Top Replied-To in G7:
@officialshehr
@elonmusk
@jokerniofficial
@mckinsey
@sahondow
@imranriazkhan
@balochi5252
@ramazanizoltr

Top Replied-To in G10:
@servicenow

Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@skodineya
@ingliguori
@timothy_hughes
@antgrasso
@technative
@digitalhealthxx
@dlaignite
@rgi_info
@beingovee

Top Mentioned in G1:
@ingliguori
@antgrasso
@beingovee
@yuhelenyu
@enricomolinari
@kirkdborne
@technative
@robtiffany
@_silvino_
@thinkers360

Top Mentioned in G2:
@ruigfsilva
@socialstationme
@iocuanto
@nathanhvnter
@idcind
@senaryoservices
@kyennapepper
@thetecexec
@d_m_expertbd

Top Mentioned in G3:
@kirkdborne
@iotcommunity
@iotchannel
@iotpractitioner
@mindbreeze
@kirstenerrick
@gcntech
@gopikonnanath
@datasciencectrl
@techtarget

Top Mentioned in G4:
@hyland
@eli_krumova
@robtiffany
@iotchannel
@iotcommunity
@crudinschi
@iotpractitioner
@jamesvgingerich
@iotslam
@iiot_world

Top Mentioned in G5:
@skodineya
@goi_meity
@narendramodi
@_digitalindia
@dept_pradesh
@cpcb_official
@umangofficial_
@negd_goi
@iibmguwahati

Top Mentioned in G6:
@erickimberling
@cdwcorp
@salesforce
@jamesvgingerich
@hyland
@educause
@thirdstageerp
@youtube
@fastcopress
@hpe_greenlake

Top Mentioned in G7:
@timothy_hughes
@dlaignite
@agsocialmedia
@tborreson11
@gettothecrux
@insider_changer
@imrankhanpti
@eric_crux
@_jordan_abbott_
@rwang0

Top Mentioned in G8:
@ratingology
@aajtak
@indiatimes
@ndtv
@indianexpress
@indiacomnews

Top Mentioned in G9:
@digitalhealthxx
@ingliguori
@kirkdborne
@johnnosta
@hiteshdhawan
@cloudpreacher
@deeplearn007
@heinzvhoenen
@ahier
@frronconi

Top Mentioned in G10:
@nyike
@star_cio
@r_demidchuk
@servicenow
@richardeudes
@katilehmuskoski
@lsl_wi
@ilceruttino
@enterprise_talk
@milocamj

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@paoloigna1
@chidambara09
@codedailybot
@cybersecurityn8
@dpiloncita
@javascriptd
@wadakashiho
@evankirstel

Top Tweeters in G1:
@codedailybot
@javascriptd
@evankirstel
@o_fabriciosouza
@education_24x7
@telstra
@hubofml
@ottlegalrebels
@godfrey_g_
@serverlessfan

Top Tweeters in G2:
@eraser
@billmoore20
@pcdue
@tweetpresss
@mediarings
@lucasoft_co_uk
@moutfield
@sajidmirza
@cover_up8d
@peoplematters2

Top Tweeters in G3:
@rvp
@pvalsfr
@vrretweeter
@mquigley1963
@fullnam35087976
@raheemdickson
@gdprai
@hlfavorito1
@ham_gretsky
@albertan48

Top Tweeters in G4:
@marshawright
@rahul05ranjan
@periscopeislit
@guardian
@ricardo_ik_ahau
@jamesvgingerich
@mashable
@akwyz
@pyscalellc
@agenzia_ansa

Top Tweeters in G5:
@botjammu
@merikashi
@rudrana43833445
@sankalpitbela
@office_saurabh
@sonebhadraup
@kuldeep54500474
@samarjeetrath14
@manjeet4bjp
@officesatyam

Top Tweeters in G6:
@chidambara09
@chuddles11
@myloc_tracker
@microsofthelps
@biconnections
@fastcompany
@7wdata
@lucian2drei
@yourstoryco
@rachelloumiller

Top Tweeters in G7:
@rwang0
@timothy_hughes
@the__hustlerguy
@michaelbathurst
@naziarubbani
@diversityup
@sahondow
@ross_quintana
@constellationr
@aliceheiman

Top Tweeters in G8:
@ndtv
@indianexpress
@aajtak
@indiatimes
@thepinki_ind
@kushwahapinki1
@dashingshivamk1
@imkrishnaind01
@nandkishorindon
@neelamgupta02

Top Tweeters in G9:
@ml_tweet_bot
@fintechna
@calzole
@xthebigdatabotx
@sachatb
@johnnosta
@msmtweet1968
@michaeldacosta
@botkoshur
@andyhorvitz

Top Tweeters in G10:
@grjenkin
@digitaltransf11
@milocamj
@cybazesocial
@themohawkstudio
@yixuantu1
@sureshrukman
@drandrewv2
@everyday_mba
@analyticsfr