digitaltransformation, Twitter, 8/5/2020 1:35:12 PM, 231919


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digitaltransformation_2020-08-05_05-04-01.xlsx
digitaltransformation_2020-08-05_05-04-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 05, 2020
Short Description:
digitaltransformation via NodeXL https://bit.ly/33tRm5p
@ronald_vanloon
@api_daily
@chidambara09
@antgrasso
@ingliguori
@developersbot
@ipfconline1
@sallyeaves
@datasciencebot_
@forbes

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

Description:
Description
The graph represents a network of 5,002 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, 05 August 2020 at 12:15 UTC.

The requested start date was Wednesday, 05 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 8-hour, 51-minute period from Sunday, 02 August 2020 at 14:36 UTC to Tuesday, 04 August 2020 at 23:28 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 : 5002
Unique Edges : 6142
Edges With Duplicates : 12741
Total Edges : 18883
Number of Edge Types : 5
Retweet : 4981
MentionsInRetweet : 8078
Tweet : 1877
Mentions : 3885
Replies to : 62
Self-Loops : 2043
Reciprocated Vertex Pair Ratio : 0.031063321385902
Reciprocated Edge Ratio : 0.0602549246813441
Connected Components : 967
Single-Vertex Connected Components : 543
Maximum Vertices in a Connected Component : 3092
Maximum Edges in a Connected Component : 16255
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.371825
Graph Density : 0.000379492274276052
Modularity : 0.386322
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,002 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, 05 August 2020 at 12:15 UTC.

The requested start date was Wednesday, 05 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 8-hour, 51-minute period from Sunday, 02 August 2020 at 14:36 UTC to Tuesday, 04 August 2020 at 23:28 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:
[77] https://twinybots.ch/
[75] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828
[60] https://www.everestgrp.com/2018-12-artificial-intelligence-use-cases-across-industries-market-insights-48045.html/
[54] https://www.comptia.org/blog/emerging-technologies-impact-2020
[47] https://www.ubuntupit.com/most-remarkable-iot-applications-in-todays-world/
[45] https://jadirectives.com/best-c-plus-plus-tutorial-for-beginners/
[36] https://www.visualcapitalist.com/connected-workers-digital-transformation-future/
[31] https://www.linkedin.com/pulse/do-companies-need-chief-ai-ethics-officer-murat-durmus/
[30] http://Metaversex.com
[26] https://towardsdatascience.com/the-data-science-process-a19eb7ebc41b

Top URLs in Tweet in G1:
[65] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828
[58] https://www.everestgrp.com/2018-12-artificial-intelligence-use-cases-across-industries-market-insights-48045.html/
[52] https://www.comptia.org/blog/emerging-technologies-impact-2020
[39] https://www.ubuntupit.com/most-remarkable-iot-applications-in-todays-world/
[21] https://www.visualcapitalist.com/connected-workers-digital-transformation-future/
[21] https://towardsdatascience.com/the-data-science-process-a19eb7ebc41b
[19] https://www.iotworldtoday.com/2019/11/17/iot-putting-the-smart-into-smart-cities/
[13] https://peggysmedleyshow.com/
[12] https://towardsdatascience.com/building-the-future-of-data-science-d5587a402e42
[12] https://connectedworld.com/making-a-mockery-of-u-s-in-stem/

Top URLs in Tweet in G2:
[27] https://twinybots.ch/
[13] http://snip.ly/fj5ggg
[11] https://www.thetimes.co.uk/article/the-age-of-presenteeism-is-over-declares-boss-of-pwc-xd22whb58
[8] https://ibsintelligence.com/ibs-journal/ibs-news/hsbc-and-microsoft-hong-kong-to-expedite-smes-digital-transformation/
[8] https://www.statista.com/chart/21584/gafam-revenue-growth/
[7] https://www.zdnet.com/article/digital-transformation-overnight-welcome-to-the-year-2025-60-months-early/
[6] https://www.verdict.co.uk/automation-network-skills/
[6] https://www.zendesk.com/blog/chatbots-for-business/
[6] https://www.forbes.com/sites/charlestowersclark/2020/07/22/trust-is-a-keystone-of-digital-transformation/
[6] https://informaconnect.com/the-future-of-business-post-covid-19-a-survey-from-informa-connect/

Top URLs in Tweet in G3:
[20] https://digitaltelcos.com/
[14] https://twinybots.ch/
[5] https://twitter.com/MontyCloudInc/status/1290289558567841793
[5] https://www.pivotcloudsolutions.com/
[4] https://sites.ziftsolutions.com/siemens.ziftsolutions.com/8a99835f6a95901f016a97bd7b79527c?cid=8a9982d373a1dbee0173a30721f60c00&g=1&url=https%3A%2F%2Fgo.additive-manufacturing-network.sws.siemens.com%2Fhubfs%2Finfographics%2Fsiemens-infographic-v8.pdf%3Fstc%3Dwwdi106850%26pid%3D0011B000028l9psQAA%26spi%3D4366476
[4] https://www.infoworld.com/article/3569120/cloud-tech-certifications-count-more-than-degrees-now.html#tk.rss_cloudcomputing
[3] https://www.visualcapitalist.com/connected-workers-digital-transformation-future/
[3] https://www.cogneesol.com/blog/digital-transformation-in-insurance-industry
[3] https://cio.florence-consulting.it/3-aziende-utilizzano-api-per-ottimizzare-processi-mulesoft-anypoint-platform?utm_campaign=3-aziende-che-utilizzano-le-api-per-ottimizzare-i-processi-mulesoft-anypoint-platform&utm_medium=social_link&utm_source=missinglettr-twitter
[2] https://www.forbes.com/sites/danielnewman/2019/06/18/digital-optimization-isnt-digital-transformation/#5750b7b34741

Top URLs in Tweet in G4:
[15] https://twinybots.ch/
[9] https://hbr.org/2020/05/digital-transformation-is-about-talent-not-technology
[8] https://enterprisersproject.com/article/2020/8/digital-transformation-strategy-10-questions
[6] https://cxm.co.uk/backlash-against-chatbots-begins/
[5] https://sloanreview.mit.edu/download-artificial-intelligence-machine-learning-imperative/?utm_medium=email&utm_source=newsletter&utm_campaign=AWSExecGuideAI0820
[5] https://www.visualcapitalist.com/connected-workers-digital-transformation-future/
[4] https://www.cio.com/article/3569575/defining-the-post-covid-19-digital-transformation-of-healthcare.html
[3] http://www.lexology.com/library/detail.aspx?g=9beb78c9-8e64-477b-bffc-022342d2f6a5
[3] https://twitter.com/CyrilCoste/status/870584527533387776
[3] http://www.thoughtwave.techendeavour.com/wearables/wearable-technology-key-adoption-reasons-and-concerns/

Top URLs in Tweet in G5:
[10] https://www.cogneesol.com/blog/digital-transformation-in-insurance-industry
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231826
[4] https://biztechmagazine.com/article/2020/07/digital-transformation-retail-surges-pandemic
[4] https://www.forbes.com/sites/jiawertz/2020/05/29/creating-value-through-digital-transformation/?utm_content=133549201&utm_medium=social&utm_source=twitter&hss_channel=tw-6415422
[4] https://www.commercient.com/how-chatbots-are-reinventing-lead-generation-customer-service/
[4] https://www.forbes.com/sites/danielnewman/2019/06/18/digital-optimization-isnt-digital-transformation/#5750b7b34741
[4] https://twinybots.ch/
[3] https://www.pmtoday.co.uk/what-is-digital-transformation-and-why-does-it-matter/?fbclid=IwAR35PnkwRdsrWZpyjtFk8vyhZ86gklCMaXT4b9JOiRR5AHt4VOx3_ZBjI9g
[3] https://www.commercient.com/3-terrific-ways-social-media-helps-erp-users/
[3] https://www.ft.com/content/ac12f5b6-46a1-40fe-b262-27ec505126e5

Top URLs in Tweet in G6:
[38] https://jadirectives.com/best-c-plus-plus-tutorial-for-beginners/
[25] https://www.linkedin.com/pulse/do-companies-need-chief-ai-ethics-officer-murat-durmus/
[22] http://Metaversex.com
[18] http://grapheneom.com
[15] https://blueneom.com/
[15] https://blackdubai.com/
[12] https://www.digistore24.com/redir/316541/dotcomplanet/
[10] https://www.aisoma.de/10-useful-ai-ml-slides/
[8] https://droneom.com/
[8] https://www.shopifortunes.com

Top URLs in Tweet in G7:
[8] https://www.linkedin.com/pulse/3-legged-stool-successful-project-management-ralph-montague/
[3] https://www.youtube.com/watch?v=RROl3nYtCjk&feature=youtu.be

[2] https://androidrookies.com/here-is-how-google-killed-a-small-smart-glass-maker-after-acquiring-it/
[2] https://www.youtube.com/watch?v=M04OMiZQm2g&feature=youtu.be

[1] https://video.buffer.com/v/5f27ff46587c5c59f8393d93
[1] https://video.buffer.com/v/5f2802a66135484f9925fce2
[1] https://www.forgerock.com/blog/forgerock-congratulates-bmw-prestigious-kuppingercole-award?utm_content=%F0%9F%9A%99__%E2%9C%A8__bmw_is_working_towa&utm_medium=social-organic&utm_source=twitter
[1] https://www.bimacademyafrica.co.za/course?courseid=project-manager
[1] https://hbr.org/2020/05/digital-transformation-is-about-talent-not-technology
[1] https://sifted.eu/articles/digital-health-post-covid/

Top URLs in Tweet in G8:
[7] https://towardsdatascience.com/data-visualization-audiences-and-scenarios-ffe64adcd364?source=social.tw
[4] https://www.forbes.com/sites/danielnewman/2019/06/18/digital-optimization-isnt-digital-transformation/#5750b7b34741
[3] https://twinybots.ch/
[3] https://thefintechtimes.com/examples-of-the-two-largest-credit-card-networks-forming-stronger-partnerships-in-the-middle-east-africa/
[2] https://www.globalbankingandfinance.com/how-open-banking-can-drive-innovation-and-growth-in-a-post-covid-world/
[2] https://www.forbes.com/sites/jumio/2020/08/03/how-banks-can-balance-ux-and-security-amid-a-pandemic/#36f82ed61450
[2] https://www.digitalmarketnews.com/it-is-time-for-blockchain-to-prioritize-diversity-and-inclusion/
[2] https://www.newsmaker.com.au/news/377884/hktdc-entrepreneur-day-startups-get-insights-into-overcoming-challenges#.XyNxuuco_Dc
[2] https://www.pipelinepub.com/IoT/smart-cities-smart-nations?utm_source=contentstudio.io&utm_medium=referral
[2] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828

Top URLs in Tweet in G9:
[14] https://cloudchangelog.substack.com
[5] https://cloud.withgoogle.com/next/sf/sessions?session=CMP116
[2] https://sdx.io/RJZD
[2] https://www.cmswire.com/leadership/6-steps-to-revive-your-digital-transformation-projects/
[2] https://www.hpe.com/us/en/insights/articles/3-good-ways-to-run-linux-on-windows-2007.html?jumpid=in_510397410_NXT3goodwayslinuxonwindows-080320
[2] https://www.youtube.com/watch?v=jLYbGQlqIpA&feature=youtu.be

[2] https://aws.amazon.com/blogs/enterprise-strategy/mental-models-for-digital-transformation/
[1] https://sdx.io/OTRR
[1] https://sdx.io/YUQ8
[1] https://www.cmswire.com/leadership/5-best-practices-to-shepherd-your-organization-through-digital-transformation/

Top URLs in Tweet in G10:
[5] https://play.google.com/store/apps/details?id=com.technology.technews
[4] https://searchapparchitecture.techtarget.com/news/252487118/Deloitte-Unqork-team-up-to-bring-no-code-to-the-enterprise
[4] https://cio.economictimes.indiatimes.com/news/strategy-and-management/how-enterprises-are-leveraging-open-source-tech-to-drive-digital-transformation/77011012
[3] https://intellyx.com/2019/04/25/reinventing-customer-engagement-in-manufacturing-with-low-code/
[2] https://intellyx.com/2020/08/02/dotdata-automating-ai-for-everyone/
[2] https://www.forbes.com/sites/jasonbloomberg/2019/02/18/can-blockchain-help-fast-fiction-disrupt-the-streaming-media-disruptors/
[2] https://intellyx.com/2020/08/03/ibm-power-systems-bring-mission-critical-to-the-cloud/
[2] https://siliconangle.com/2020/08/03/cloud-native-observability-transforming-enterprise-technology/
[2] https://www.forbes.com/sites/servicenow/2020/07/28/how-low-code-apps-can-help-address-racial-and-economic-inequality/
[2] https://community.appsheet.com/t/learn-how-to-use-appsheet/16125?utm_content=136148217&utm_medium=social&utm_source=twitter&hss_channel=tw-2612425153

Top Domains
Top Domains in Tweet in Entire Graph:
[199] forbes.com
[196] linkedin.com
[143] twitter.com
[98] medium.com
[91] co.uk
[84] everestgrp.com
[77] twinybots.ch
[69] youtube.com
[57] dy.si
[54] comptia.org

Top Domains in Tweet in G1:
[75] everestgrp.com
[69] medium.com
[52] comptia.org
[49] datasciencecentral.com
[46] forbes.com
[41] connectedworld.com
[39] ubuntupit.com
[35] iotworldtoday.com
[34] towardsdatascience.com
[24] analyticsinsight.net

Top Domains in Tweet in G2:
[28] co.uk
[27] forbes.com
[27] twinybots.ch
[21] twitter.com
[17] linkedin.com
[13] zdnet.com
[13] snip.ly
[11] visualcapitalist.com
[10] bcg.com
[10] mit.edu

Top Domains in Tweet in G3:
[64] linkedin.com
[39] digitaltelcos.com
[32] twitter.com
[21] forbes.com
[14] twinybots.ch
[13] dy.si
[12] libsyn.com
[11] co.uk
[8] youtube.com
[7] okt.to

Top Domains in Tweet in G4:
[23] enterprisersproject.com
[19] starcio.com
[17] forbes.com
[16] co.uk
[16] cio.com
[15] twinybots.ch
[13] hbr.org
[12] dy.si
[11] mit.edu
[11] okt.to

Top Domains in Tweet in G5:
[51] forbes.com
[34] businessinsider.com
[22] commercient.com
[11] fusebill.com
[10] cogneesol.com
[9] thesixfivesummit.com
[9] twitter.com
[8] mckinsey.com
[6] co.uk
[6] linkedin.com

Top Domains in Tweet in G6:
[40] jadirectives.com
[33] linkedin.com
[22] metaversex.com
[18] grapheneom.com
[15] blueneom.com
[15] blackdubai.com
[12] digistore24.com
[12] youtube.com
[10] aisoma.de
[9] dfdnews.com

Top Domains in Tweet in G7:
[9] linkedin.com
[5] youtube.com
[2] buffer.com
[2] androidrookies.com
[1] forgerock.com
[1] co.za
[1] hbr.org
[1] sifted.eu
[1] nytimes.com
[1] medium.com

Top Domains in Tweet in G8:
[8] forbes.com
[7] towardsdatascience.com
[3] twinybots.ch
[3] thefintechtimes.com
[2] globalbankingandfinance.com
[2] digitalmarketnews.com
[2] com.au
[2] pipelinepub.com
[2] medium.com
[2] ncrypted.net

Top Domains in Tweet in G9:
[14] substack.com
[5] withgoogle.com
[4] sdx.io
[3] cmswire.com
[3] hpe.com
[2] youtube.com
[2] amazon.com
[1] martechseries.com
[1] bootstraplabs.com
[1] lnkd.in

Top Domains in Tweet in G10:
[11] intellyx.com
[5] forbes.com
[5] google.com
[4] techtarget.com
[4] indiatimes.com
[3] appsheet.com
[2] siliconangle.com
[2] outsystems.com
[2] twitter.com
[1] eventbank.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4739] digitaltransformation
[1444] ai
[940] iot
[691] bigdata
[660] machinelearning
[611] datascience
[515] digital
[495] innovation
[391] artificialintelligence
[316] analytics



Top Hashtags in Tweet in G1:
[960] digitaltransformation
[697] ai
[479] iot
[390] datascience
[385] machinelearning
[354] bigdata
[224] artificialintelligence
[177] iiot
[148] infographic
[135] 5g

Top Hashtags in Tweet in G2:
[667] digitaltransformation
[187] ai
[171] iot
[102] futureofwork
[102] fintech
[98] innovation
[96] artificialintelligence
[95] digital
[73] ar
[72] covid19

Top Hashtags in Tweet in G3:
[675] digitaltransformation
[62] digital
[31] innovation
[27] business
[25] automation
[24] digitalmarketing
[24] covid19
[23] technology
[23] ai
[20] cloud

Top Hashtags in Tweet in G4:
[489] digitaltransformation
[61] iot
[60] ai
[56] digital
[34] cio
[31] transformation
[19] covid19
[17] futureofwork
[16] cx
[15] innovation

Top Hashtags in Tweet in G5:
[367] digitaltransformation
[59] bigdata
[56] ai
[40] iot
[39] digitaltechnology
[38] eastmidlandschamber
[35] digital
[33] datascience
[25] technology
[25] automation

Top Hashtags in Tweet in G6:
[211] ai
[197] digitaltransformation
[158] machinelearning
[157] smm
[127] datascience
[116] iot
[113] bigdata
[110] analytics
[94] marketing
[91] seo

Top Hashtags in Tweet in G7:
[83] digitaltransformation
[76] innovation
[61] tech
[60] bigdata
[58] ai
[51] fintech
[45] lot
[31] technology
[30] ml
[22] aec

Top Hashtags in Tweet in G8:
[64] digitaltransformation
[35] digital
[22] fintech
[17] ai
[15] business
[13] devops
[13] finserv
[13] algorithms
[10] transformation
[9] innovation

Top Hashtags in Tweet in G9:
[31] digitaltransformation
[11] ai
[8] googlecloudnext
[7] cloud
[7] data
[7] digital
[6] linux
[6] aws
[5] googlecloud
[5] leadership

Top Hashtags in Tweet in G10:
[58] digitaltransformation
[19] lowcode
[17] nocode
[15] thoughtleadership
[15] enterpriseit
[13] tech
[9] opensource
[8] technology
[7] enterprises
[6] customerengagement

Top Words
Top Words in Tweet in Entire Graph:
[4737] #digitaltransformation
[1444] #ai
[1095] digital
[940] #iot
[768] gt
[691] #bigdata
[669] transformation
[660] #machinelearning
[629] data
[624] business

Top Words in Tweet in G1:
[960] #digitaltransformation
[697] #ai
[628] gt
[479] #iot
[468] ingliguori
[441] antgrasso
[390] #datascience
[385] #machinelearning
[357] data
[354] #bigdata

Top Words in Tweet in G2:
[667] #digitaltransformation
[187] #ai
[171] #iot
[141] nicochan33
[122] jblefevre60
[121] ronald_vanloon
[102] #futureofwork
[102] #fintech
[100] digital
[98] #innovation

Top Words in Tweet in G3:
[675] #digitaltransformation
[145] digital
[97] more
[92] transformation
[75] business
[66] learn
[62] #digital
[39] cloud
[35] read
[35] join

Top Words in Tweet in G4:
[487] #digitaltransformation
[178] digital
[133] transformation
[70] cc
[69] business
[63] more
[61] #iot
[60] #ai
[57] #digital
[46] technology

Top Words in Tweet in G5:
[367] #digitaltransformation
[82] digital
[59] #bigdata
[56] #ai
[46] transformation
[45] business
[44] data
[43] forbes
[40] #iot
[39] #digitaltechnology

Top Words in Tweet in G6:
[211] #ai
[197] #digitaltransformation
[158] #machinelearning
[157] #smm
[127] #datascience
[116] #iot
[113] #bigdata
[110] #analytics
[94] #marketing
[91] #seo

Top Words in Tweet in G7:
[83] #digitaltransformation
[76] #innovation
[63] #tech
[60] #bigdata
[58] #ai
[51] #fintech
[45] #lot
[34] mahsamoulavi
[31] #technology
[30] #ml

Top Words in Tweet in G8:
[64] #digitaltransformation
[35] #digital
[22] #fintech
[17] #ai
[16] data
[16] stratorob
[15] #business
[13] #devops
[13] #finserv
[13] #algorithms

Top Words in Tweet in G9:
[31] #digitaltransformation
[15] transformation
[14] latest
[14] news
[14] inbox
[14] subscribe
[13] digital
[11] #ai
[11] driven
[11] cloudchangelog

Top Words in Tweet in G10:
[58] #digitaltransformation
[19] #lowcode
[18] featured
[17] #nocode
[16] theebizwizard
[16] week
[15] #thoughtleadership
[15] #enterpriseit
[14] code
[13] intellyx

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[536] digital,transformation
[365] gt,gt
[219] #digitaltransformation,#machinelearning
[215] link,gt
[187] #ai,#machinelearning
[184] #analytics,#datascience
[175] artificial,intelligence
[167] #datascience,#ai
[160] #digitaltransformation,#iot
[159] data,science

Top Word Pairs in Tweet in G1:
[321] gt,gt
[196] link,gt
[175] #digitaltransformation,#machinelearning
[144] use,cases
[134] artificial,intelligence
[120] data,science
[99] ingliguori,#digitaltransformation
[95] digital,transformation
[90] data,source
[80] #ai,#machinelearning

Top Word Pairs in Tweet in G2:
[87] #digitaltransformation,#iot
[55] #digitaltransformation,jblefevre60
[51] digital,transformation
[49] 2030,wef
[48] #ar,transforming
[48] transforming,operating
[48] operating,rooms
[47] india,2030
[47] wef,changes
[47] changes,impressive

Top Word Pairs in Tweet in G3:
[73] digital,transformation
[32] learn,more
[26] #digital,#digitaltransformation
[20] join,discussion
[20] discussion,#digitaltransformation
[20] #digitaltransformation,#telecommunications
[20] #telecommunications,#telecom
[13] read,more
[13] covid,19
[12] #digitaltransformation,#digital

Top Word Pairs in Tweet in G4:
[115] digital,transformation
[40] #digitaltransformation,cc
[25] #digitaltransformation,#iot
[24] learn,more
[22] #iot,cc
[19] #digital,#digitaltransformation
[17] transformation,#digitaltransformation
[17] #ai,#digitaltransformation
[15] covid,19
[15] industrial,revolution

Top Word Pairs in Tweet in G5:
[39] digital,transformation
[38] #digitaltransformation,#digitaltechnology
[38] #digitaltechnology,#eastmidlandschamber
[15] general,session
[15] government,agencies
[14] centurylink,providing
[14] providing,network
[14] network,connectivity
[14] connectivity,managed
[14] managed,services

Top Word Pairs in Tweet in G6:
[103] #analytics,#datascience
[80] #bigdata,#analytics
[79] #marketing,#digital
[79] #defstar5,#mpgvip
[78] open,offers
[78] offers,#marketing
[78] #digital,#smm
[78] #smm,#seo
[78] #seo,#socialmedia
[78] #socialmedia,#defstar5

Top Word Pairs in Tweet in G7:
[34] #fintech,#tech
[34] #tech,#lot
[31] #bigdata,#innovation
[30] #lot,#ai
[30] #ai,#ml
[29] #ml,#bigdata
[27] #innovation,#technology
[15] #technology,#digitaltransformation
[15] #digitaltransformation,saeedbaygi
[15] saeedbaygi,riskcentre

Top Word Pairs in Tweet in G8:
[18] #digitaltransformation,#digital
[13] #business,#devops
[13] #devops,#fintech
[13] #fintech,#finserv
[13] #finserv,#ai
[13] #ai,#algorithms
[11] #algorithms,#digitaltransformation
[9] #digital,#digitaltransformation
[8] #digital,revolution
[7] globaliqx,data

Top Word Pairs in Tweet in G9:
[14] latest,news
[14] inbox,subscribe
[11] driven,digital
[11] digital,transformation
[11] cloudchangelog,latest
[10] subscribe,daily
[10] daily,updates
[8] tomorrow,catch
[8] catch,rwang0
[8] rwang0,session

Top Word Pairs in Tweet in G10:
[15] featured,#thoughtleadership
[15] #thoughtleadership,#enterpriseit
[15] #enterpriseit,week
[7] theebizwizard,featured
[7] low,code
[7] heptagontech,#enterprises
[7] #enterprises,leveraging
[7] leveraging,#opensource
[7] #opensource,#tech
[7] #tech,drive

Top Replied-To
Top Replied-To in Entire Graph:
@vyaparapp
@doclinkbyaltec
@enricomolinari
@cmrubinworld
@cunamutualgroup
@smartindustryus
@ipfconline1
@lyakovet
@forbescouncils
@applepay

Top Replied-To in G1:
@ruben_arce_s
@usgbc
@cityzenith5d
@vistex
@antgrasso

Top Replied-To in G2:
@enricomolinari
@ipfconline1
@labordeolivier
@cognitionfoundr
@helene_wpli
@thoheller

Top Replied-To in G4:
@forbescouncils

Top Replied-To in G5:
@lyakovet
@forbes
@blakemichellem

Top Replied-To in G6:
@readblogwithme
@shirastweet

Top Replied-To in G7:
@applepay

Top Replied-To in G9:
@retailordering

Top Mentioned
Top Mentioned in Entire Graph:
@antgrasso
@ingliguori
@lindagrass0
@mikequindazzi
@ronald_vanloon
@kirkdborne
@nicochan33
@jblefevre60
@bedit
@mvollmer1

Top Mentioned in G1:
@antgrasso
@ingliguori
@lindagrass0
@kirkdborne
@mikequindazzi
@bedit
@everestgroup
@statistacharts
@frronconi
@connectedwmag

Top Mentioned in G2:
@nicochan33
@ronald_vanloon
@jblefevre60
@wef
@helene_wpli
@mvollmer1
@sallyeaves
@haroldsinnott
@paula_piccard
@margaretsiegien

Top Mentioned in G3:
@jam_mondol
@socialexplosio
@appstoryorg
@akrammo51263236
@pereion
@govpilot
@mcsquareequal2e
@claudiomkd
@automateurbiz

Top Mentioned in G4:
@cyrilcoste
@4enterprisers
@nyike
@wswmuc
@dhinchcliffe
@cioonline
@wga_consulting
@mlb
@royals
@8x8

Top Mentioned in G5:
@forbes
@centurylink
@shellykramer
@danielnewmanuv
@commercient
@chidambara09
@bedit
@ingliguori
@mckinsey
@ipfconline1

Top Mentioned in G6:
@comistaken
@ceo_aisoma
@thejupaul
@uhligtobias
@jamilahmed_16
@ingliguori
@bedit
@realfrankhoods
@dotcom_planet
@meerara63973840

Top Mentioned in G7:
@mahsamoulavi
@vladobotsvadze
@ralph_arcdox
@saeedbaygi
@riskcentre
@axonwork
@financedata1
@equalitywomen2
@womenidiaspora
@datacenter0

Top Mentioned in G8:
@stratorob
@globaliqx
@bmnanalytics
@tdatascience
@santchiweb
@emmanueltackie
@irenatadic1
@chboursin
@lutzkiesewetter
@harbrimah

Top Mentioned in G9:
@googlecloud
@cloudchangelog
@awscloud
@rwang0
@gcpcloud
@haydon_chris
@reinvent
@enterprisenxt
@decisioninc
@cmswire

Top Mentioned in G10:
@theebizwizard
@intellyx
@omenopaul
@outsystems
@appsheet
@alap2027
@charlesaraujo
@progress
@_wem_
@t4spartners

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@paoloigna1
@jurylady5
@charlesfrize
@chidambara09
@independent
@cybersec_feeds
@evankirstel
@aaroncuddeback

Top Tweeters in G1:
@sectest9
@jurylady5
@kibsolfuture
@iam__network
@g1
@itknowingness
@swissbusiness
@calcaware
@biconnections
@andrewmorrisuk

Top Tweeters in G2:
@independent
@fintechna
@breizh2008
@marshacollier
@trippbraden
@nicochan33
@akwyz
@nomoreslaves
@shicooks
@ssxman2

Top Tweeters in G3:
@aldoceccarelli
@gabbariele
@fortivus
@bizcom
@mrspaznanski
@alexwitzleben
@bduperrin
@kevin_craine
@claudiomkd
@nicholas_redhat

Top Tweeters in G4:
@deejayiwan
@valaafshar
@solomankarl
@digitaljournal
@marcguberti
@mariuskarma
@michaelbathurst
@fmfrancoise
@mlb
@techpearce2

Top Tweeters in G5:
@chidambara09
@hubbucket
@jacobussystems
@forbes
@shellykramer
@jamesvgingerich
@rstatstweet
@jsnewsbot
@theatlantic
@fullnam35087976

Top Tweeters in G6:
@charlesfrize
@cybersec_feeds
@aaroncuddeback
@gambiste1
@thomasclone
@taieb_bot
@xaelbot
@tess_blue815
@codedailybot
@juandoming

Top Tweeters in G7:
@bot_innovation
@mashable
@caring_mobile
@saeedbaygi
@rosannafreedom1
@digitaltrends
@___wj___
@jwilhelmi
@vladobotsvadze
@google

Top Tweeters in G8:
@marshawright
@santchiweb
@mjoehlerich
@digitaldecoded1
@sec_cyber
@silentseawolf
@pardoe_ai
@haydentiff
@bubbles4tw
@gdprai

Top Tweeters in G9:
@rosenchild
@llnuxbot
@serverlessfan
@iconic88
@holgermu
@mrtallerjerry
@linuxdreams
@cmswire
@mthiele10
@sjvn

Top Tweeters in G10:
@techcrunch
@sminaev2015
@hernangraffe
@ron_miller
@theebizwizard
@jeffkagan
@botblacktech
@diioannid
@outsystems
@bereachedgaming