ibm watson, Twitter, 6/21/2020 7:22:50 PM, 229709


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ibm watson_2020-06-20_23-24-00.xlsx
ibm watson_2020-06-20_23-24-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2020
Short Description:
ibm watson via NodeXL https://bit.ly/2AMT7Pd
@ibm
@ibmwatson
@v_id_blockchain
@silvia_tweety
@ibmwatsonhealth
@s_akrati
@alexfleischer1
@machinelearnflx
@crblake
@watsonads

Top hashtags:
#ai
#ibm
#watson
#machinelearning
#covid19
#ibmwatson
#digibyte
#blockchain

Description:
Description
The graph represents a network of 2,531 Twitter users whose tweets in the requested range contained "ibm watson", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 21 June 2020 at 06:25 UTC.

The requested start date was Sunday, 21 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 6-hour, 33-minute period from Sunday, 07 June 2020 at 01:30 UTC to Saturday, 20 June 2020 at 08:03 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 : 2531
Unique Edges : 1585
Edges With Duplicates : 3641
Total Edges : 5226
Number of Edge Types : 5
Tweet : 924
Mentions : 602
Retweet : 1516
MentionsInRetweet : 1972
Replies to : 212
Self-Loops : 951
Reciprocated Vertex Pair Ratio : 0.0119952019192323
Reciprocated Edge Ratio : 0.0237060450414856
Connected Components : 642
Single-Vertex Connected Components : 430
Maximum Vertices in a Connected Component : 1345
Maximum Edges in a Connected Component : 3640
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.247412
Graph Density : 0.000395256916996047
Modularity : 0.485144
NodeXL Version : 1.0.1.434
Data Import : The graph represents a network of 2,531 Twitter users whose tweets in the requested range contained "ibm watson", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 21 June 2020 at 06:25 UTC.

The requested start date was Sunday, 21 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 6-hour, 33-minute period from Sunday, 07 June 2020 at 01:30 UTC to Saturday, 20 June 2020 at 08:03 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 : ibm watson
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:
[33] https://www.ibm.com/watson/jp-ja/developercloud/personality-insights.html
[29] https://newsroom.ibm.com/2020-06-18-IBM-Launches-Watson-Works-to-Address-the-Challenges-of-Returning-to-the-Workplace
[21] https://zpy.io/ca/a3ca4e2c
[21] https://www.ibm.com/watson/jp-ja/developercloud/personality-insights.html#try-it-out
[18] https://www.adweek.com/agencies/ibm-watson-ad-council-ai-brands-social-good/
[16] https://www.techrepublic.com/article/ibms-new-watson-works-products-use-ai-to-help-companies-plan-when-to-safely-send-employees-back-to-the-workplace/
[15] https://thedailychain.com/v-id-demos-ioe-ibm-cloud-and-watson-integration/
[14] https://zpy.io/ca/64f8a0fe
[14] https://www.zdnet.com/article/ibm-launches-watson-works-aimed-at-managing-works-new-normal-amid-covid-19/
[14] https://geneticliteracyproject.org/2018/09/10/can-artificial-intelligence-give-us-a-more-efficient-health-care-system/

Top URLs in Tweet in G1:
[17] https://www.ibm.com/watson/jp-ja/developercloud/personality-insights.html
[9] https://www.ibm.com/watson/jp-ja/developercloud/personality-insights.html#try-it-out
[8] https://newsroom.ibm.com/2020-06-18-IBM-Launches-Watson-Works-to-Address-the-Challenges-of-Returning-to-the-Workplace
[6] https://www.ibm.com/account/reg/in-en/signup?formid=urx-43430&utm_medium=OSocial&utm_source=Linkedin&utm_content=000039LO&utm_term=10013342&utm_id=Convo-5-covid-page-URX&cm_mmc=OSocial_Linkedin-_-Building+a+Smarter+Business_SB+Theme+Level+Execution-_-AS_AS-_-Convo-5-covid-page-URX&cm_mmca1=000039LO&cm_mmca2=10013342
[5] https://www.adweek.com/agencies/ibm-watson-ad-council-ai-brands-social-good/
[5] https://www.ibm.com/blogs/watson-health/flatten-the-curves-of-covid-19/
[5] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&partnerref=Twitter&eventid=2310973&sessionid=1&key=268C669BF1E8754D9B94301A53EFE87D®Tag=&sourcepage=register
[5] https://japan.zdnet.com/article/35155544/
[4] https://www.ibm.com/sg-en/watson/ai-customer-service?utm_medium=OSocial&utm_source=Linkedin&utm_content=000039LO&utm_term=10013342&utm_id=convo5-ai-customer-service&cm_mmc=OSocial_Linkedin-_-Building+a+Smarter+Business_SB+Theme+Level+Execution-_-AS_AS-_-convo5-ai-customer-service&cm_mmca1=000039LO&cm_mmca2=10013342
[4] https://www.youtube.com/watch?v=lIH3btgbBpk


Top URLs in Tweet in G2:
[3] https://www.zdnet.com/article/ibm-launches-watson-works-aimed-at-managing-works-new-normal-amid-covid-19/
[3] https://towardsdatascience.com/deploy-and-explain-neural-networks-using-ibm-watson-and-openscale-87288d46e6f3?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.mymindsparklearning.org/ibm-ai-education
[2] https://www.ibm.com/support/knowledgecenter/en/SS88XH_1.6.0/iva/int_i2frs_intro.html
[2] https://www.ibm.com/nl-en/cloud/watson-visual-recognition
[2] http://www.globenewswire.com/news-release/2020/06/04/2043840/0/en/Anaconda-and-IBM-Watson-Team-to-Simplify-Enterprise-Adoption-of-AI-Open-Source-Technologies.html
[1] https://newsroom.ibm.com/IBM-watson?item=30759&social_post=1902399031&linkId=59736898
[1] https://www.anaconda.com/press/anaconda-and-ibm-watson-team-to-simplify-enterprise-adoption-of-ai-open-source-technologies
[1] https://www.itbusiness.ca/news/ibm-launches-watson-works-to-help-businesses-navigate-the-return-to-workplace-challenge/115413
[1] https://zpy.io/ca/71af2efc

Top URLs in Tweet in G3:
[6] https://www.ibm.com/blogs/watson/2020/05/women-leaders-in-ai/?social_post=3323515101&linkId=88043064
[6] http://knowlengr.com/machine-intelligence/ibm-watson/why-computers-and-doctors-need-narratology/
[5] https://www.ibmbigdatahub.com/blog/accelerating-journey-ai-government-post-covid-world?utm_medium=OSocial&utm_source=Twitter&utm_content=000037VM&utm_term=10013056&utm_id=CDAIS&cm_mmc=OSocial_Twitter-_-Unlock+Cloud+and+AI_Data+and+AI-_-WW_WW-_-CDAIS&cm_mmca1=000037VM&cm_mmca2=10013056&social_post=3372240843&linkId=89467842
[5] https://newsroom.ibm.com/2020-06-18-IBM-Launches-Watson-Works-to-Address-the-Challenges-of-Returning-to-the-Workplace
[5] https://www.adweek.com/agencies/ibm-watson-ad-council-ai-brands-social-good/
[4] https://developer.ibm.com/patterns/visualize-unstructured-data-from-watson-discovery-in-the-cognos-analytics-dashboard/
[4] https://liwaiwai.com/2020/06/09/anaconda-and-ibm-watson-team-to-simplify-enterprise-adoption-of-ai-open-source-technologies/
[3] https://dy.si/DX3ED
[3] https://www.cxoinsightme.com/news/etisalat-misr-enhances-customer-experience-with-ibm-watson/
[2] https://www.ibm.com/case-studies/ifarming-watson-cloud?utm_medium=OSocial&utm_source=Twitter&utm_content=000028KG&utm_term=10003590&utm_id=CDAIS-iFarming-Cloud-Tweet&cm_mmc=OSocial_Twitter-_-Cloud+and+Data+Platform_IBM+Cloud-_-WW_WW-_-CDAIS-iFarming-Cloud-Tweet&cm_mmca1=000028KG&cm_mmca2=10003590&social_post=3414046343&linkId=90655937

Top URLs in Tweet in G4:
[13] https://thedailychain.com/v-id-demos-ioe-ibm-cloud-and-watson-integration/
[6] to
[3] https://www.techcircle.in/2020/06/19/ibm-releases-watson-works-to-help-cos-adjust-to-the-new-normal-amid-covid-19?utm_source=twitter&utm_medium=social&utm_campaign=IBM
[3] releases
[3] Watson
[3] Works
[3] help
[3] cos
[3] adjust
[3] the

Top URLs in Tweet in G5:
[19] https://zpy.io/ca/a3ca4e2c
[14] https://geneticliteracyproject.org/2018/09/10/can-artificial-intelligence-give-us-a-more-efficient-health-care-system/
[13] https://zpy.io/ca/64f8a0fe
[10] https://zpy.io/ca/71af2efc
[7] https://www.adweek.com/agencies/ibm-watson-ad-council-ai-brands-social-good/
[4] https://www.investorideas.com/news/2020/artificial-intelligence/06181AIEye-IBM-INTC.asp
[4] https://www.investorideas.com/Audio/Podcasts/2020/061820-AI-Eye.mp3
[2] https://www.ibm.com/sg-en/watson/ai-customer-service?utm_medium=OSocial&utm_source=Linkedin&utm_content=000039LO&utm_term=10013342&utm_id=convo5-ai-customer-service&cm_mmc=OSocial_Linkedin-_-Building+a+Smarter+Business_SB+Theme+Level+Execution-_-AS_AS-_-convo5-ai-customer-service&cm_mmca1=000039LO&cm_mmca2=10013342
[2] https://www.linkedin.com/slink?code=gWmASV6
[1] https://medium.com/@alexfleischer_84755/command-line-call-opl-cplex-model-in-watson-machine-learning-518aba1be0b4

Top URLs in Tweet in G6:
[2] https://www.ibm.com/partnerworld/wps/servlet/ContentHandler/pw_com_sol-watson?cm_mmc=Email_PW
[2] Weekly-_-PartnerWorld-_-WW_WW-_-42822
[2] http://www.ibm.com/services/us/gbs/ais/
[2] http://www-03.ibm.com/systems/power/advantages/why-power-systems.html#ibmwatsonhello#@inthehighest1
[2] https://console.cloud.google.com/home/dashboard?project=ibm-watson-hello&_ga=2.30786431.-1528651160.1574175879
[2] https://www.ibm.com/cloud-computing/bluemix/watson?cm_mmc=display-#ibmwatsonhello#@inthehighest1-_-solution-watson-_-
[2] https://www.ibm.com/design/language/#ibmwatson#@inthehighest1#?UP=SP253022F3-105F-4C12-BF00-75726380CA45
[2] http://ir.theice.com/sec-filings/ice-inc-filings#adv=128952494156137776#/blockchain/#ibmwatsonhello#@inthehighest1&SSPV=/yhs/web?hspart=iry&UP=SP253022F3-105F-4C12-BF00-75726380CA45
[2] https://console.cloud.google.com/launcher?project=ibm-watson-hello
[2] https://www.themsphub.com/brand-connected-watson-assistant-ibm-ifttt-partnership/?utm_source=twitter&utm_medium=social&utm_campaign=Q4_PWE

Top URLs in Tweet in G7:
[9] https://smnyct.org
[2] https://lopezdoriga.com/ciencia-tecnologia/smnyct-e-ibm-crean-agente-virtual-para-responder-cuestionamientos-sobre-covid-19/
[1] https://www.linkedin.com/slink?code=gw48Umi
[1] https://www.ibm.com/sg-en/watson/ai-customer-service?utm_medium=OSocial&utm_source=Linkedin&utm_content=000039LO&utm_term=10013342&utm_id=convo5-ai-customer-service&cm_mmc=OSocial_Linkedin-_-Building+a+Smarter+Business_SB+Theme+Level+Execution-_-AS_AS-_-convo5-ai-customer-service&cm_mmca1=000039LO&cm_mmca2=10013342
[1] https://www.linkedin.com/slink?code=gDBGpW8
[1] https://www.linkedin.com/slink?code=gzvvuYu
[1] https://www.ibm.com/account/reg/in-en/signup?formid=urx-43430&utm_medium=OSocial&utm_source=Linkedin&utm_content=000039LO&utm_term=10013342&utm_id=Convo-5-covid-page-URX&cm_mmc=OSocial_Linkedin-_-Building+a+Smarter+Business_SB+Theme+Level+Execution-_-AS_AS-_-Convo-5-covid-page-URX&cm_mmca1=000039LO&cm_mmca2=10013342
[1] https://www.linkedin.com/slink?code=g_tJdci
[1] https://www.linkedin.com/slink?code=gKsCbDN
[1] https://www.ibm.com/products/tririga

Top URLs in Tweet in G8:
[3] https://www.ibm.com/thought-leadership/ai-and-art/index.html
[3] https://de.newsroom.ibm.com/2020-06-09-Virtueller-Assistent-von-IBM-unterstutzt-Kunstvermittlung-im-Berliner-PalaisPopulaire
[2] https://www.ibm.com/demos/live/natural-language-understanding/self-service/home
[1] https://twitter.com/theCUBE/status/1258547506171924481

Top URLs in Tweet in G9:
[2] https://www.ibm.com/blogs/watson-health/flatten-the-curves-of-covid-19/
[1] https://developer.ibm.com/blogs/whats-new-on-the-ibm-data-asset-exchange/?utm_medium=OSocial&utm_source=Twitter&utm_content=000039JL&utm_term=10004805&utm_id=2020-ai&cm_mmc=OSocial_Twitter-_-Audience+Developer_Developer+Conversation-_-WW_WW-_-2020-ai_ov75636&cm_mmca1=000039JL&cm_mmca2=10004805&social_post=3371728059&linkId=89477524&es_p=11951981
[1] https://www.ibm.com/products/return-to-workplace-advisor?utm_medium=OSocial&utm_source=Twitter&utm_content=000036MW&utm_term=10010739&utm_id=TW-WH-IBM-Return-to-Work-Advisor-homepage&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Management+Decision+Support-_-WW_WW-_-TW-WH-IBM-Return-to-Work-Advisor-homepage&cm_mmca1=000036MW&cm_mmca2=10010739&linkId=88490758&social_post=3363325221&linkId=89217880
[1] https://twitter.com/IBMIBV/status/1263546386798256128
[1] https://twitter.com/IBMWatsonHealth/status/1264866550089121793?es_p=11969406
[1] https://medium.com/ibm-watson/building-a-covid-19-virtual-assistant-with-watson-services-on-ibm-cloud-e34f07aad620?source=rss----22a2beb5a88a---4&es_p=11969428
[1] https://event.on24.com/eventRegistration/EventLobbyServlet?target=lobby20.jsp&eventid=2373359&sessionid=1&key=B6443010024A84EBDF0CAE2384FA9652&eventuserid=311570643&linkId=90923357
[1] https://www.ibm.com/account/reg/us-en/signup?formid=urx-44538&utm_medium=OSocial&utm_source=Twitter&utm_content=000036MX&utm_term=10005057&utm_id=WH-TW-LS-Explorys-COVID-free-report-UX-form&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Management+Decision+Support-_-WW_WW-_-WH-TW-LS-Explorys-COVID-free-report-UX-form&cm_mmca1=000036MX&cm_mmca2=10005057&social_post=3379102043&linkId=89647994
[1] https://www.ibm.com/products/return-to-workplace-advisor?utm_medium=OSocial&utm_source=Twitter&utm_content=000036MW&utm_term=10010739&utm_id=TW-WH-IBM-Return-to-Work-Advisor-homepage&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Management+Decision+Support-_-WW_WW-_-TW-WH-IBM-Return-to-Work-Advisor-homepage&cm_mmca1=000036MW&cm_mmca2=10010739&social_post=3360863202&linkId=89147207
[1] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=https://mail.notes.na.collabserv.com/verse&eventid=2305157&sessionid=1&key=6FD1711379F0FEC3FC6DCEAE137E6BDD®Tag=&sourcepage=register&linkId=90457543

Top URLs in Tweet in G10:
[2] https://www.wired.com/story/watsons-creator-teach-ai-new-trick-common-sense?utm_campaign=falcon&utm_source=twitter&utm_social-type=owned&mbid=social_twitter&utm_brand=wired&utm_medium=social
[1] https://medium.com/ibm-watson/nlp-in-practice-building-wks-type-systems-with-mural-e82326525ccc
[1] https://www.ibm.com/watson/ai-ethics/
[1] https://medium.com/@alex.jones/ibm-watson-openscale-and-ai-fairness-360-two-new-ai-analysis-tools-that-work-great-together-5f0740142ba1
[1] https://www.linkedin.com/slink?code=eX_peX2
[1] https://developer.ibm.com/v1/api/vcpi/5eced91cf85635b0a68975ba
[1] https://www.ibm.com/uk-en/cloud/watson-speech-to-text
[1] https://developer.ibm.com/livestream/
[1] https://developer.ibm.com/events/analysing-the-tone-of-tweets-with-keras/
[1] https://www.cnn.com/2020/06/09/tech/ibm-facial-recognition-blm/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[372] ibm.com
[164] linkedin.com
[53] twitter.com
[46] zpy.io
[35] youtube.com
[32] dy.si
[27] zdnet.com
[26] techrepublic.com
[24] adweek.com
[23] medium.com

Top Domains in Tweet in G1:
[145] ibm.com
[110] linkedin.com
[27] twitter.com
[11] dy.si
[9] medium.com
[9] youtube.com
[9] on24.com
[9] zdnet.com
[8] adweek.com
[6] bluemix.net

Top Domains in Tweet in G2:
[10] ibm.com
[4] linkedin.com
[4] mymindsparklearning.org
[3] zdnet.com
[3] towardsdatascience.com
[2] channelnomics.com
[2] globenewswire.com
[1] anaconda.com
[1] itbusiness.ca
[1] zpy.io

Top Domains in Tweet in G3:
[49] ibm.com
[7] linkedin.com
[6] adweek.com
[6] knowlengr.com
[5] ibmbigdatahub.com
[4] dy.si
[4] liwaiwai.com
[4] medium.com
[3] cxoinsightme.com
[2] tumblr.com

Top Domains in Tweet in G4:
[13] thedailychain.com
[4] techcircle.in
[2] twitter.com
[1] zpy.io
[1] adweek.com
[1] adtmag.com

Top Domains in Tweet in G5:
[42] zpy.io
[14] geneticliteracyproject.org
[11] ibm.com
[10] linkedin.com
[10] youtube.com
[10] investorideas.com
[7] adweek.com
[2] medium.com
[1] boursedirect.fr
[1] smnyct.org

Top Domains in Tweet in G6:
[17] ibm.com
[5] google.com
[3] themsphub.com
[2] theice.com
[2] linkedin.com
[1] ibm.biz
[1] youtube.com
[1] aithority.com
[1] twitter.com

Top Domains in Tweet in G7:
[9] smnyct.org
[7] linkedin.com
[3] ibm.com
[2] lopezdoriga.com

Top Domains in Tweet in G8:
[8] ibm.com
[1] twitter.com

Top Domains in Tweet in G9:
[16] ibm.com
[2] twitter.com
[2] medium.com
[2] on24.com
[1] ibmbigdatahub.com
[1] linkedin.com
[1] mmsholdings.com
[1] scdm2020.org

Top Domains in Tweet in G10:
[6] ibm.com
[2] medium.com
[2] wired.com
[1] linkedin.com
[1] cnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[335] ai
[251] ibm
[155] watson
[82] machinelearning
[77] covid19
[73] ibmwatson
[66] digibyte
[56] blockchain
[54] artificialintelligence
[46] ad



Top Hashtags in Tweet in G1:
[66] ai
[57] ibm
[27] watson
[12] ibmwatson
[11] humans
[11] liberalism
[11] ynh
[11] algorithms
[8] covid19
[8] ibm4ins

Top Hashtags in Tweet in G2:
[17] ai
[16] anacondacon
[11] watson
[10] artificialintelligence
[6] machinelearning
[6] covid19
[6] workforce
[5] datascience
[5] ibmwatson
[4] ibm

Top Hashtags in Tweet in G3:
[101] ai
[44] ibm
[37] thinkitaly
[34] covid19
[22] watson
[20] cloud
[18] ibmstudios
[18] ibmsecurity
[18] thinkdigitalsummit
[18] cybersecurity

Top Hashtags in Tweet in G4:
[66] digibyte
[46] blockchain
[13] ioe
[3] ai
[1] techcircleindia
[1] machinelearning
[1] ad
[1] maximo
[1] ibmcloud
[1] ibm

Top Hashtags in Tweet in G5:
[68] machinelearning
[42] ad
[32] datascience
[31] bigdata
[26] artificialintelligence
[24] digitalhealth
[24] healthtech
[24] ibmwatson
[21] analytics
[19] ibm

Top Hashtags in Tweet in G6:
[8] watsonassistant
[8] ibm
[7] ai
[3] cloud
[2] watson
[2] ibmpartners
[2] rp
[2] mj
[2] mybusiness
[2] googledeepmind

Top Hashtags in Tweet in G7:
[22] ai
[14] inteligenciaartificial
[9] ibm
[4] watson
[3] ibmtririga
[2] ia
[2] coronavirus
[1] customerexperience
[1] emergesmarter
[1] think

Top Hashtags in Tweet in G8:
[9] watson
[7] ibm
[7] ki
[6] ai
[4] aiops
[3] think2020
[2] racist
[2] facist
[2] ibmer
[1] bigot

Top Hashtags in Tweet in G9:
[15] ai
[12] returntowork
[5] employers
[5] patientcare
[4] ibm
[3] covid_19
[2] cloud
[2] covid19
[2] podcast
[2] it

Top Hashtags in Tweet in G10:
[7] ai
[4] developer
[4] edgecomputing
[4] iot
[4] entwickler
[4] coding
[4] ibmcloud
[4] bias
[3] ethics
[1] nlproc

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[386] watson
[332] ibm
[101] ai
[75] works
[66] #ai
[60] help
[56] workplace
[55] #ibm
[44] ibm's
[42] covid

Top Words in Tweet in G2:
[742] ibm
[383] watson
[296] questions
[264] covid
[262] 19
[258] answers
[255] explore
[54] ai
[51] people
[49] help

Top Words in Tweet in G3:
[196] ibm
[157] watson
[112] ibmwatson
[101] #ai
[81] women
[67] help
[62] ai
[56] ibmcloud
[48] cloud
[46] use

Top Words in Tweet in G4:
[228] ibm
[130] data
[123] v_id_blockchain
[69] watson
[66] #digibyte
[66] technology
[65] internet
[65] environments
[65] ensure
[65] integrity

Top Words in Tweet in G5:
[193] ibm
[168] watson
[68] #machinelearning
[42] #ad
[39] ai
[32] #datascience
[31] #bigdata
[30] chatbot
[29] machinelearnflx
[26] #artificialintelligence

Top Words in Tweet in G6:
[62] ibm
[55] watson
[26] leverage
[26] natural
[26] language
[26] processing
[26] visual
[26] recognition
[26] machine
[26] learning

Top Words in Tweet in G7:
[37] agente
[36] virtual
[36] watson
[35] smnyct
[34] sociedad
[34] mexicana
[34] neumología
[34] cirugía
[34] responder
[33] lanzan

Top Words in Tweet in G8:
[25] erklärt
[24] ibmdeutschland
[21] glaubst
[21] jung
[21] bleiben
[21] kunst
[21] birgt
[21] werk
[21] große
[21] überraschung

Top Words in Tweet in G9:
[49] ibmwatsonhealth
[43] company
[31] employees
[30] health
[28] right
[26] watson
[22] mission
[21] healthcare
[21] safety
[21] critical

Top Words in Tweet in G10:
[48] watson
[44] ibm
[35] more
[35] artificial
[34] david
[34] ferrucci
[34] built
[34] jeopardy
[34] playing
[34] machine

Top Word Pairs
Top Word Pairs in Tweet in G2:
[144] ibm,watson
[73] covid,19
[39] questions,answers
[38] answers,explore
[30] explore,covid
[28] 19,ibm
[27] ibm,questions
[26] watson,assistant
[26] questions,ibm
[25] help,business

Top Word Pairs in Tweet in G3:
[321] ibm,watson
[262] ibm,cloud
[255] incredible,women
[255] way,#ai
[255] thomas_harrer,ibm
[255] women,ai
[253] watson,assistant
[41] women,paving
[38] paving,way
[38] #ai,pleased

Top Word Pairs in Tweet in G4:
[82] internet,environments
[41] environments,ensure
[39] ensure,data
[39] data,integrity
[38] integrity,sensor
[36] sensor,data
[36] data,using
[35] using,#digibyte
[35] #digibyte,partner
[35] partner,v_id_blockchain

Top Word Pairs in Tweet in G5:
[65] ibm,watson
[65] #machinelearning,#ad
[65] doctors,credit
[65] credit,ibm
[65] watson,saving
[65] saving,woman
[65] woman,life
[65] life,#digitalhealth
[65] #digitalhealth,#healthtech
[65] #healthtech,#ibmwatson

Top Word Pairs in Tweet in G6:
[119] ibm,watson
[42] leverage,ibm
[24] watson,natural
[24] natural,language
[24] language,processing
[24] processing,visual
[24] visual,recognition
[24] recognition,machine
[24] machine,learning
[24] learning,try

Top Word Pairs in Tweet in G7:
[30] agente,virtual
[26] sociedad,mexicana
[26] mexicana,neumología
[26] neumología,cirugía
[26] lanzan,agente
[26] cirugía,tórax
[26] responder,preguntas
[26] smnyct,lanzan
[26] tórax,smnyct
[26] virtual,#ai

Top Word Pairs in Tweet in G8:
[36] glaubst,jung
[34] jung,bleiben
[34] bleiben,kunst
[34] kunst,birgt
[33] birgt,werk
[32] werk,große
[27] große,überraschung
[21] überraschung,welche
[20] welche,erklärt
[20] ibmdeutschland,glaubst

Top Word Pairs in Tweet in G9:
[21] company,healthcare
[21] healthcare,company
[21] company,right
[21] right,health
[21] health,safety
[21] safety,employees
[21] employees,mission
[21] mission,critical
[21] ibmwatsonhealth,company
[19] watson,health's

Top Word Pairs in Tweet in G10:
[21] david,ferrucci
[21] ferrucci,built
[21] built,ibm
[21] ibm,jeopardy
[21] jeopardy,playing
[21] playing,machine
[21] machine,watson
[21] watson,tackling
[20] tackling,more
[12] more,challenging

Top Replied-To
Top Replied-To in Entire Graph:
@ibm
@ibmwatson
@ibm_uk_news
@bottingkruger
@sebabortnik
@edgwaterprog
@aklson_ds
@obiobvi
@ibmdeutschland
@ifortknox

Top Replied-To in G1:
@bottingkruger

Top Replied-To in G2:
@ibm
@nickofnewyork
@rhiannonjudithw
@anncoulter
@kathmorrow90
@ibmaustralia
@valaafshar
@spartysubs
@cannonf29167032
@aoc

Top Replied-To in G3:
@ibmwatson
@quinnypig
@silvia_tweety
@watson
@adweek
@forbes_india
@danrayburn

Top Replied-To in G6:
@inthehighest_1
@skyhodl

Top Replied-To in G7:
@ibm_mx
@elguapodelface1

Top Replied-To in G8:
@ibm
@dariogila
@zenwriter2
@ibmwatson
@mitchellvii
@ibmdeutschland
@realdonaldtrump
@sam_vinograd

Top Replied-To in G10:
@mouradski
@btbytes
@hammertoe

Top Mentioned
Top Mentioned in Entire Graph:
@ibm
@v_id_blockchain
@ibmwatson
@digibytecoin
@ibmcloud
@ibmwatsonhealth
@thomas_harrer
@ibmpartners
@virginringo
@smnyct

Top Mentioned in G1:
@realsaintsteven
@shorty56167141
@hybrid_ts
@electricshe3p

Top Mentioned in G2:
@ibm
@anacondainc
@fnthawar
@valaafshar
@mymindspark
@digital_mainst
@airbusspace
@dd_invest
@mcqubit
@channelnomics

Top Mentioned in G3:
@ibmwatson
@ibmcloud
@ibm
@thomas_harrer
@virginringo
@ibmdata
@silvia_tweety
@ibmitalia
@altieriluca
@morganastell

Top Mentioned in G4:
@v_id_blockchain
@digibytecoin
@ibm
@dailychainnews
@techcircleindia
@veracitiz
@machinelearnflx
@richardeudes

Top Mentioned in G5:
@machinelearnflx
@ibmpartners
@jashansingh918
@aihealth1
@richardeudes
@gp_pulipaka
@darioandriani
@datasciencectrl
@anacondainc
@ibm

Top Mentioned in G6:
@ibmpartners
@watsonads
@theibmmspteam
@ibmwatson
@harrietgreen1
@inthehighest1
@ibmwatsonhealth
@ibm
@bitcoin
@ibmcloud

Top Mentioned in G7:
@smnyct
@lalogtzg
@ibm_mx
@ibm
@cloudbalta
@ceci_lozano
@manuel_avalos_v
@joannewright16
@sistemas_a3
@coolsal

Top Mentioned in G8:
@ibmdeutschland
@arvindkrishna
@deutschebank
@ibm
@ibmwatson
@realdonaldtrump
@dariogila
@ronald_vanloon
@ibmpolicy
@tuckercarlson

Top Mentioned in G9:
@ibmwatsonhealth
@kyurheemd
@walmartinc
@drhowardkoh
@ibmwatson
@dynamed_ebsco
@ibm
@weathercompany
@alexfleischer1
@gpurcelljackson

Top Mentioned in G10:
@wired
@jessieevaline
@tinaniegel
@s_grodzietzki
@hammertoe
@8b_ec
@ibm
@btcnasia
@ibmdata
@mouradski

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@filafresh
@marshawright
@marcodacostafx
@robre62
@raybae689
@chidambara09
@cybersec_feeds
@aaroncuddeback
@prpnews

Top Tweeters in G1:
@marshawright
@prpnews
@trialanderror_v
@stanleysuen
@medical_news_j
@tkdkz
@newsfilterio
@eprnetwork
@cryptow1re
@tucan

Top Tweeters in G2:
@raybae689
@cahulaan
@onahunttoday
@asher_wolf
@unlewis
@helloteamtrump
@lllwry
@catlover1943
@nadiasindi
@valaafshar

Top Tweeters in G3:
@robre62
@cybersec_feeds
@aaroncuddeback
@calcaware
@bot_innovation
@trippbraden
@etisalatmisr
@vivmilano
@wsj
@slackhq

Top Tweeters in G4:
@2601manish
@eljaboom
@michelle1129591
@watusicrypto
@max_lyashko
@brizendinesean
@victordorofeev1
@techcircleindia
@alshawafmumin
@stylist_crypto

Top Tweeters in G5:
@chidambara09
@codernotesbot
@taieb_bot
@xaelbot
@machinelearnflx
@andrewmorrisuk
@100xcode
@llnuxbot
@learn__together
@openmarketingtv

Top Tweeters in G6:
@nomoreslaves
@stfuimtweetn0_o
@jimmyroybloom
@yuliyainopinapr
@tmmmarshall
@twanomatic2
@drahmadbazzi
@inthehighest1
@theibmmspteam
@cliffbaldridge

Top Tweeters in G7:
@victor_ruiz
@julio_kulco
@s_yeverino
@benusita
@dacrow21kg
@jmunozcasillas
@ibm_mx
@luxyrs
@guillermodiazgr
@manuel_avalos_v

Top Tweeters in G8:
@foxnews
@yvesmulkers
@mitchellvii
@ps9714
@katrinhilger
@ronald_vanloon
@avrohomg
@digitalcloudgal
@cspenn
@realdonaldtrump

Top Tweeters in G9:
@s_akrati
@ezzoef
@agallmei
@mbp817
@gagan_response
@seetalabs
@niambhscullion
@andrejbr
@ibmwatsonhealth
@fabian_burgos_r

Top Tweeters in G10:
@kimvie
@sequoia2001
@surbatovictina
@solefalabella
@lunarheritage
@whimchic
@wired
@technojeder
@iottogether
@marcocampa10


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