ibm watson, Twitter, 9/5/2021 4:21:57 AM, 261151
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ibm watson_2021-09-04_20-39-28.xlsx
ibm watson_2021-09-04_20-39-28.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
September 05, 2021
Short Description:
ibm watson via NodeXL https://bit.ly/3jKyyqd
@ibm
@usopen
@ibmcloud
@cubicpostcode
@mythreesons132
@us_fda
@chrissieevert
@ibmwatson
@artificialbra1n
@godfrey_g_

Top hashtags:
#ai
#usopen
#watson
#ibm
#ml
#artificialintelligence
#machinelearning
#cloud

Description:
Description
The graph represents a network of 1,626 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, 05 September 2021 at 03:42 UTC.

The requested start date was Sunday, 05 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 7-hour, 23-minute period from Sunday, 22 August 2021 at 00:14 UTC to Saturday, 04 September 2021 at 07:37 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 : 1626
Unique Edges : 1229
Edges With Duplicates : 2680
Total Edges : 3909
Number of Edge Types : 5
Retweet : 1084
MentionsInRetweet : 1713
Tweet : 484
Mentions : 483
Replies to : 145
Self-Loops : 503
Reciprocated Vertex Pair Ratio : 0.00888656560376372
Reciprocated Edge Ratio : 0.0176165803108808
Connected Components : 422
Single-Vertex Connected Components : 251
Maximum Vertices in a Connected Component : 865
Maximum Edges in a Connected Component : 2954
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.358738
Graph Density : 0.000730438073611505
Modularity : 0.421898
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 1,626 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, 05 September 2021 at 03:42 UTC.

The requested start date was Sunday, 05 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 7-hour, 23-minute period from Sunday, 22 August 2021 at 00:14 UTC to Saturday, 04 September 2021 at 07:37 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:
[15] https://www.ibm.com/thought-leadership/jp-ja/super-aging-society/meet-your-second-life/?cm_mmc=OSocial_Twitter-_-Corporate+Advertising_Pillars-_-JP_JP-_-second-life-app-share&cm_mmca1=000027JP&cm_mmca2=10006704
[10] https://www.ibm.com/blogs/cloud-computing/2020/03/10/fraud-detection-thelem-assurances-ibm-services-watson/
[9] https://developer.ibm.com/patterns/monitor-amazon-sagemaker-machine-learning-models-with-ai-openscale/
[8] https://developer.ibm.com/patterns/cognos-analytics-and-watson-studio-better-together-credit-risk-analysis-tutorial/
[8] https://developer.ibm.com/patterns/build-an-e-learning-portal-with-watson-media/
[7] https://developer.ibm.com/patterns/create-a-next-generation-call-center-with-voice-gateway/
[7] https://spectrum.ieee.org/tomorrows-ai-will-reason-like-humans-ibm-watson-developer-predicts
[6] https://ibm.com/planning
[6] https://www.nytimes.com/2021/07/16/technology/what-happened-ibm-watson.html
[6] https://lastwordonsports.com/tennis/2021/08/30/ibm-watson-downgrades-djokovic-at-us-open/

Top URLs in Tweet in G1:
[4] https://mediacenter.ibm.com/media/Scaling+AI+at+Lufthansa/1_9vpa8ufj/98867552
[2] https://developer.ibm.com/patterns/cognos-analytics-and-watson-studio-better-together-credit-risk-analysis-tutorial/
[2] https://twitter.com/usopen/status/1431287165133197317
[1] https://www.ibm.com/sports/usopen/?utm_medium=PSocial&utm_source=Twitter&utm_content=000033TY&utm_term=10009339&social_post=5377189058&linkId=129279889
[1] https://www.ibm.com/sports/usopen/?utm_medium=PSocial&utm_source=Twitter&utm_content=000033TY&utm_term=10009339&social_post=5409699005&linkId=130045224
[1] https://www.ibm.com/cloud/blog/greater-performance-leads-to-better-outcomes-with-aiops
[1] https://medium.com/design-ibm/ibm-sets-company-record-with-3-product-design-wins-at-the-2021-red-dot-awards-cafa2cde3c4a
[1] https://www.ibm.com/sports/usopen?utm_medium=PSocial&utm_source=Twitter&utm_content=000033TY&utm_term=10009339&social_post=5377189058&linkId=129279889
[1] https://t.co/xaNoRuY9BY
[1] https://t.co/e0TQVF81h9

Top URLs in Tweet in G2:
[15] https://www.ibm.com/thought-leadership/jp-ja/super-aging-society/meet-your-second-life/?cm_mmc=OSocial_Twitter-_-Corporate+Advertising_Pillars-_-JP_JP-_-second-life-app-share&cm_mmca1=000027JP&cm_mmca2=10006704
[5] https://spectrum.ieee.org/tomorrows-ai-will-reason-like-humans-ibm-watson-developer-predicts
[4] https://www.nytimes.com/2021/07/16/technology/what-happened-ibm-watson.html
[4] https://androidfun.fr/
[4] https://www.youtube.com/watch?v=lIH3btgbBpk

[3] https://xtech.nikkei.com/atcl/nxt/column/18/01743/081000002/?n_cid=nbpnxt_twbn
[3] https://ibm-developer.connpass.com/event/223333/
[2] https://spsprodeus21.vssps.visualstudio.com/_signin?realm=inthehighest1.visualstudio.com&reply_to=https%3A%2F%2Finthehighest1.visualstudio.com%2FIbm%2520Watson&redirect=1&hid=d7d0ab1d-ddf1-462d-a6a8-da9ecc2e2eb5&context=eyJodCI6MiwiaGlkIjoiOWE3MzczOWEtNjAwZi00MTkyLTgwNzQtMTUyMmMwZDE0MGFiIiwicXMiOnt9LCJyciI6IiIsInZoIjoiIiwiY3YiOiIiLCJjcyI6IiJ90#ctx=eyJTaWduSW5Db29raWVEb21haW5zIjpbImh0dHBzOi8vbG9naW4ubWljcm9zb2Z0b25saW5lLmNvbSIsImh0dHBzOi8vbG9naW4ubWljcm9zb2Z0b25saW5lLmNvbSJdfQ2
[2] https://www.estamosenlinea.com.ve/2021/08/24/directv-mejora-la-experiencia-de-sus-clientes-en-america-latina-con-ibm-cloud-y-watson/
[2] https://www.forbes.com/sites/saibala/2021/06/27/a-company-that-uses-ai-to-fight-malaria-just-won-the-ibm-watson-ai-xprize-competition/?sh=fd918654704a&es_id=66c8593fed

Top URLs in Tweet in G3:
[3] https://usopen.org/matchinsights
[2] https://usopen.org/fantasy
[1] https://twitter.com/ChrissieEvert/status/1431662995344695297
[1] https://twitter.com/cbfowler/status/1432805432511324164
[1] https://usopen.org/powerrankings
[1] https://www.ibm.com/sports/usopen/?utm_medium=OSocial&utm_source=Twitter&utm_content=000040TC&utm_term=10014474&utm_id=IBMSports-FantasyTennisUSOpenQT-2021-08-27
[1] https://twitter.com/usopen/status/1431287165133197317
[1] http://usopen.org/matchinsights?linkId=129961212
[1] https://newsroom.ibm.com/2021-09-02-IBM-Creates-Personalized-Fantasy-Football-Experience-with-Updated-Trade-Assistant-with-Watson-and-Player-Insights-in-ESPN-Fantasy-App?utm_medium=OSocial&utm_source=Twitter&utm_content=000040TC&utm_term=10014525&utm_id=twitter-fantasyfootball-launch-2021-09-02&social_post=5410617354&linkId=130071985
[1] http://usopen.org/matchinsights?linkId=130115933

Top URLs in Tweet in G4:
[2] https://www.totalmedios.com/nota/46368/directv-mejora-la-experiencia-de-sus-clientes-en-america-latina-con-ibm-cloud-y-watson
[1] https://ibm.co/363wrG9
[1] https://ibm.co/3w5shbx
[1] https://ibm.co/3h3Ait6
[1] https://www.zdnet.com/article/ibm-announces-new-tennis-power-rankings-fantasy-tennis-teams-and-more-ahead-of-us-open/
[1] https://plataformas.news/alianzas/nota/directv-mejora-la-experiencia-de-sus-clientes-en-latam-con-ibm-cloud-y-watson
[1] https://www.rebellionresearch.com/ibm-watson-security-director-harold-moss
[1] https://cobusgreyling.medium.com/ibm-watson-assistant-actions-now-with-improved-management-5b090fbf076c
[1] https://cobusgreyling.medium.com/ibm-watson-assistant-enabled-automatic-model-retraining-c01345739cad
[1] https://elinformatorio.blogspot.com/2021/08/directv-mejora-asistencia-103m-de.html

Top URLs in Tweet in G6:
[4] http://knowlengr.com/machine-intelligence/ibm-watson/why-computers-and-doctors-need-narratology/
[3] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=&eventid=3338964&sessionid=1&key=CE33585A91E2EFE0E08D9D9431EE7E19®Tag=&V2=false&sourcepage=register&es_id=e50690eadd
[2] https://integrations.inbenta.io/content/ibm-watson-chatbot
[1] https://turbonomic.shp.so/a/W57NQB
[1] https://www.ibm.com/cloud/blog/watch-aiops-and-it-automation-in-action?campaign=socialselling&share=6394be1f-9d87-4547-916b-a21c1f9836c6&channel=twitter&userID=18be08ac-1e84-4a54-ad1e-4ba0f0957474&advocacy_source=everyonesocial&es_id=63382537d8
[1] https://www.ibm.com/cloud/blog/the-role-of-rpa-in-it-process-automation?campaign=socialselling&share=ead563a7-0b57-47d4-86ad-170906dcee1f&channel=twitter&userID=80a483f7-24df-4d5e-9524-15c95ab7b12b&advocacy_source=everyonesocial&es_id=c5bf048758
[1] https://www.ibm.com/cloud/cloud-pak-for-watson-aiops
[1] https://hfsresearch.turtl.co/story/the-five-automation-have-to-haves-you-wont-achieve-your-digital-nirvana-without-them/
[1] https://event.on24.com/wcc/r/3386901/E313ECCF27FC808BDDF643FBEED7DD6E?es_id=daf180039d
[1] https://www.ibm.com/cloud/blog/ibm-watson-orchestrate?campaign=socialselling&share=fef7d448-3078-4963-bf3f-89e8d6c30adf&channel=twitter&userID=dd3fda88-8eda-4d09-907f-875ef922f96c&advocacy_source=everyonesocial&es_id=0c12f8b0a0

Top URLs in Tweet in G7:
[9] https://www.ibm.com/blogs/cloud-computing/2020/03/10/fraud-detection-thelem-assurances-ibm-services-watson/
[8] https://developer.ibm.com/patterns/build-an-e-learning-portal-with-watson-media/
[7] https://developer.ibm.com/patterns/create-a-next-generation-call-center-with-voice-gateway/
[6] https://developer.ibm.com/patterns/cognos-analytics-and-watson-studio-better-together-credit-risk-analysis-tutorial/
[5] https://www.ibm.com/blogs/cloud-computing/2020/01/07/sopra-steria-customer-service-intelligent-virtual-assistant-ibm-watson/
[4] https://developer.ibm.com/patterns/build-a-framework-that-connects-whatsapp-to-any-watson-service-on-ibm-cloud/
[4] https://developer.ibm.com/patterns/monitor-amazon-sagemaker-machine-learning-models-with-ai-openscale/
[4] https://developer.ibm.com/blogs/kubeflow-pipelines-and-tekton-advances-data-workloads/
[3] https://ibm.com/planning
[3] https://developer.ibm.com/patterns/monitor-azure-machine-learning-studio-models-with-ai-openscale/

Top URLs in Tweet in G8:
[5] https://developer.ibm.com/patterns/monitor-amazon-sagemaker-machine-learning-models-with-ai-openscale/
[4] https://www.equities.com/news/where-ibm-watson-ai-went-wrong-jeff-kagan
[2] https://developer.ibm.com/videos/in-the-open-with-luke-and-joe/
[1] https://www.ibm.com/blogs/watson-health/cloud-medicaid-fraud/?utm_medium=OSocial&utm_source=Twitter&utm_content=000036NB&utm_term=10011130&utm_id=GHHS-blog-Cloud-and-Medicaid-fraud-prevention-Aug-2021&social_post=5357005477&linkId=128748367
[1] https://www.ibm.com/blogs/watson-health/from-intern-to-employee-alexis-mills/?utm_medium=OSocial&utm_source=Twitter&utm_content=000031BA&utm_term=10005057&utm_id=Intern-to-FT-employee-Alexis-Mills-profile&social_post=5271556897&linkId=126562830
[1] https://www.ibm.com/blogs/watson-health/intern-to-employee-caroline-muse/?utm_medium=OSocial&utm_source=Twitter&utm_content=000031BA&utm_term=10005057&utm_id=Intern-to-FT-profile-Caroline-Muse-2021-5-Aug&social_post=5271556897&linkId=126562831
[1] https://developer.ibm.com/articles/an-introduction-to-the-dataops-discipline/?utm_medium=OSocial&utm_source=Twitter&utm_content=000039JL&utm_term=10013593&utm_id=general2021&social_post=5266475977&linkId=126383132
[1] https://www.ibm.com/case-studies/liberty-mutual-insurance-watson-health/?social_post=5356162627&linkId=128720212
[1] https://spectrum.ieee.org/how-ibm-watson-overpromised-and-underdelivered-on-ai-health-care

Top URLs in Tweet in G9:
[1] https://twitter.com/realSimonaMP/status/1433126719683239942
[1] https://www.xprize.org/prizes/artificial-intelligence/articles/grand-prize-winner-announced-in-5m-ibm-watson-ai-xprize-competition
[1] https://manometcurrent.com/healthcare-artificial-intelligence-market-valuation-to-boom-through-2026-nvidia-next-it-ibm-watson-health/
[1] https://medium.com/the-new-york-times/what-ever-happened-to-ibms-watson-d4ce7b497599

Top URLs in Tweet in G10:
[5] https://versusmedia.mx/directv-implementa-asistente-virtual-con-inteligencia-artificial-de-ibm-watson/
[4] http://suresteinforma.com/noticias/directv-mejora-la-experiencia-de-sus-clientes-en-america-latina-con-ibm-cloud-y-watson-264440/
[1] https://www.amchamchile.cl/2021/09/directv-mejora-la-experiencia-de-sus-clientes-en-america-latina-con-ibm-cloud-y-watson/
[1] https://style.shockvisual.net/directv-mejora-la-experiencia-de-sus-clientes-en-america-latina-con-ibm-cloud-y-watson/?linkId=129036965
[1] http://ibm.biz/BdqyR5?social_post=3306424534&linkId=87530887
[1] https://www.mscnoticiaslatam.com/2021/08/directv-mejora-la-experiencia-de-sus-clientes-en-latam-con-ibm-cloud-y-watson/

Top Domains
Top Domains in Tweet in Entire Graph:
[181] ibm.com
[39] twitter.com
[16] medium.com
[14] linkedin.com
[12] ieee.org
[12] youtube.com
[12] nytimes.com
[9] google.com
[9] usopen.org
[6] on24.com

Top Domains in Tweet in G1:
[17] ibm.com
[5] twitter.com
[2] medium.com
[2] t.co
[2] data41.com
[1] plataformas.news
[1] aithority.com
[1] multivu.com
[1] martechseries.com
[1] datanami.com

Top Domains in Tweet in G2:
[45] ibm.com
[14] twitter.com
[7] ieee.org
[7] youtube.com
[6] nytimes.com
[6] androidfun.fr
[6] connpass.com
[5] linkedin.com
[4] nikkei.com
[4] sesin.at

Top Domains in Tweet in G3:
[9] usopen.org
[3] twitter.com
[3] ibm.com
[1] prnewswire.com
[1] multivu.com

Top Domains in Tweet in G4:
[3] ibm.co
[2] totalmedios.com
[2] medium.com
[1] zdnet.com
[1] plataformas.news
[1] rebellionresearch.com
[1] blogspot.com
[1] google.com

Top Domains in Tweet in G6:
[11] ibm.com
[5] on24.com
[4] knowlengr.com
[2] inbenta.io
[1] shp.so
[1] turtl.co
[1] youtube.com
[1] mybluemix.net
[1] twitter.com
[1] businesswire.com

Top Domains in Tweet in G7:
[70] ibm.com
[3] techrepublic.com
[3] enterpriseai.news
[3] co.uk
[2] ieee.org
[1] youtu.be
[1] on24.com
[1] twitter.com
[1] bnamericas.com
[1] businesscol.com

Top Domains in Tweet in G8:
[12] ibm.com
[4] equities.com
[1] ieee.org

Top Domains in Tweet in G9:
[1] twitter.com
[1] xprize.org
[1] manometcurrent.com
[1] medium.com

Top Domains in Tweet in G10:
[5] versusmedia.mx
[4] suresteinforma.com
[1] amchamchile.cl
[1] shockvisual.net
[1] ibm.biz
[1] mscnoticiaslatam.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[490] ai
[267] usopen
[97] watson
[87] ibm
[44] ml
[34] artificialintelligence
[33] machinelearning
[24] cloud
[23] watsonassistant
[23] ibmcloud



Top Hashtags in Tweet in G1:
[226] ai
[157] usopen
[20] worldphotographyday
[6] ibm
[6] watson
[5] design
[2] ibmdesign
[2] cloud
[2] ml
[2] ibmpartner

Top Hashtags in Tweet in G2:
[31] ibm
[28] watson
[19] ibmcloud
[17] ai
[15] 適職診断
[15] セカンドライフ
[14] meetyoursecondlife
[4] success
[4] podcast
[3] jeopardy

Top Hashtags in Tweet in G3:
[90] ai
[87] usopen
[5] ibmpartner

Top Hashtags in Tweet in G4:
[17] ai
[6] usopen
[4] ibm
[3] think2021
[3] watson
[1] ibmpartner
[1] climate
[1] quantum
[1] semiconductors
[1] socioscaa

Top Hashtags in Tweet in G5:
[1] usa
[1] capitalism
[1] socialism

Top Hashtags in Tweet in G6:
[19] ai
[13] watson
[11] aiops
[7] automation
[5] ibm
[4] tei
[4] nlp
[4] cdss
[4] patientcentered
[3] rpa

Top Hashtags in Tweet in G7:
[90] ai
[41] ml
[15] cloud
[8] ibm
[7] watson
[7] artificialintelligence
[6] dyk
[5] sevone
[5] aiops
[4] usopen

Top Hashtags in Tweet in G8:
[5] ai
[5] artificialintelligence
[4] iot
[4] watson
[4] intheopen
[2] medicaid
[2] fraud
[2] internship
[2] linuxforhealth
[2] alvearie

Top Hashtags in Tweet in G9:
[2] ai
[1] watson
[1] healthcare
[1] market
[1] forecast

Top Hashtags in Tweet in G10:
[10] ibm
[5] directv
[4] entérate
[4] cloud
[4] watson
[1] noticiassocios
[1] ai
[1] 24ago
[1] latam
[1] mscnoticiaslatam

Top Words
Top Words in Tweet in Entire Graph:
[2165] ibm
[1725] watson
[575] cloud
[490] #ai
[475] insights
[336] fantasy
[332] usopen
[299] tennis
[294] ai
[285] match

Top Words in Tweet in G1:
[818] ibm
[527] watson
[294] cloud
[226] #ai
[177] insights
[157] #usopen
[122] fantasy
[113] tennis
[112] rankings
[108] technology

Top Words in Tweet in G2:
[260] ibm
[241] watson
[38] cloud
[35] ai
[33] fantasy
[31] #ibm
[28] #watson
[27] trade
[27] insights
[24] assistant

Top Words in Tweet in G3:
[429] ibm
[339] watson
[274] usopen
[225] insights
[179] match
[164] fantasy
[150] tennis
[149] ai
[145] help
[140] player

Top Words in Tweet in G4:
[79] ibm
[73] watson
[53] time
[52] cloud
[48] account
[48] free
[43] ibmcloud
[39] access
[39] 40
[39] always

Top Words in Tweet in G5:
[3] online
[3] surveys
[2] ibm
[2] watson
[2] money
[2] budget
[2] us_fda

Top Words in Tweet in G6:
[60] ibm
[36] watson
[29] ibmwatson
[19] #ai
[13] #watson
[13] results
[12] more
[12] webcast
[12] study
[11] #aiops

Top Words in Tweet in G7:
[90] #ai
[84] watson
[73] ibm
[41] #ml
[16] services
[15] #cloud
[15] build
[15] learning
[14] insights
[14] using

Top Words in Tweet in G8:
[22] watson
[18] ibm
[7] jeffkagan
[7] ibmwatsonhealth
[7] cloud
[7] learn
[6] ai
[6] more
[6] data
[6] health

Top Words in Tweet in G9:
[11] ibm
[7] artificial
[7] watson
[6] intelligence
[4] built
[4] learning
[4] winner
[2] fbi
[2] read
[2] tweets

Top Words in Tweet in G10:
[27] ibm
[21] watson
[20] directv
[18] asistente
[18] virtual
[15] assistant
[12] utilizando
[12] desarrollado
[10] ibmlatam
[10] #ibm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[715] ibm,watson
[356] ibm,cloud
[263] match,insights
[255] insights,ibm
[226] fantasy,tennis
[191] ibm,ibm
[171] ibm,power
[169] power,rankings
[165] rankings,watson
[164] watson,ai

Top Word Pairs in Tweet in G1:
[163] ibm,cloud
[134] ibm,watson
[128] ibm,ibm
[100] ibm,power
[97] power,rankings
[96] rankings,watson
[91] fantasy,tennis
[85] re,bringing
[85] watson,powered
[85] ibm,#ai

Top Word Pairs in Tweet in G2:
[115] ibm,watson
[29] ibm,cloud
[22] cloud,watson
[19] #ibm,#watson
[19] clientes,américa
[19] américa,latina
[19] latina,ibm
[18] trade,assistant
[18] directv,mejora
[18] mejora,experiencia

Top Word Pairs in Tweet in G3:
[166] ibm,watson
[165] match,insights
[161] insights,ibm
[128] watson,ai
[126] fantasy,tennis
[123] usopen,daily
[123] daily,match
[123] ai,help
[123] help,fans
[123] fans,gain

Top Word Pairs in Tweet in G4:
[47] ibm,cloud
[39] cloud,account
[39] account,access
[39] access,40
[39] 40,always
[39] always,free
[39] free,products
[39] products,time
[39] time,limit
[39] limit,including

Top Word Pairs in Tweet in G5:
[3] online,surveys

Top Word Pairs in Tweet in G6:
[21] ibm,watson
[8] ibm,cloud
[7] learn,more
[7] cloud,pak
[7] forrester,talking
[7] talking,app
[7] app,performance
[7] performance,check
[7] check,webcast
[7] webcast,share

Top Word Pairs in Tweet in G7:
[41] #ai,#ml
[25] ibm,watson
[15] watson,#ai
[15] #ai,#cloud
[10] #ai,allows
[10] allows,ibm's
[10] ibm's,advertising
[10] advertising,accelerator
[10] accelerator,three
[10] three,key

Top Word Pairs in Tweet in G8:
[7] jeffkagan,ibm
[6] watson,health
[5] ibm,watson
[5] 25,3pm
[5] monitor,sagemaker
[5] sagemaker,machine
[5] machine,learning
[5] learning,watson
[5] watson,openscale
[5] openscale,#artificialintelligence

Top Word Pairs in Tweet in G9:
[6] artificial,intelligence
[4] ibm,watson
[2] fbi,read
[2] read,tweets
[2] tweets,keyword
[2] keyword,russia
[2] russia,ukraine
[2] ukraine,big
[2] big,artificial
[2] intelligence,system

Top Word Pairs in Tweet in G10:
[18] asistente,virtual
[16] ibm,watson
[15] watson,assistant
[12] utilizando,asistente
[12] virtual,desarrollado
[12] desarrollado,ibm
[8] directv,reveló
[7] ibm,cloud
[7] reveló,conjunto
[7] assistant,alojado

Top Replied-To
Top Replied-To in Entire Graph:
@ibm
@chrissieevert
@drmjoyner
@bottingkruger
@matthewberrytmr
@moosechris
@remisalomon
@pbleic
@espnfantasy
@shelleymcelyea1

Top Replied-To in G1:
@ibm
@abelc007

Top Replied-To in G2:
@bottingkruger

Top Replied-To in G3:
@chrissieevert
@cbfowler

Top Replied-To in G4:
@ibmdata

Top Replied-To in G5:
@microft
@tony__heller

Top Replied-To in G6:
@moosechris
@forrester
@jonerlichman
@valaafshar
@jamesmaguire
@joshuabaer
@fightingmonarch

Top Replied-To in G7:
@tirath

Top Replied-To in G9:
@ianljones98

Top Mentioned
Top Mentioned in Entire Graph:
@ibm
@usopen
@cbfowler
@chrissieevert
@ibmcloud
@ibmwatson
@arinbhowmick
@madison_keys
@canieti

Top Mentioned in G1:
@ibm
@usopen
@arinbhowmick
@madison_keys
@reddot
@ibmsports
@chrissieevert
@ibmeurope
@astorino_steven
@aichatter

Top Mentioned in G2:
@jamesmichaelcr6
@prensainnova
@michaelnishiki
@inthehighest1
@omoi0kane
@zoroaria11
@stodd12
@breakinggovtech
@ayatokura

Top Mentioned in G3:
@ibm
@usopen
@cbfowler
@chrissieevert
@ibmsports
@madison_keys
@andyroddick
@ibmwatson
@prntech

Top Mentioned in G4:
@ibmcloud
@ibm
@directvla
@ibmwatson
@usopen
@ibmresearch
@arinbhowmick
@newslinereport
@repmondaire
@directvar

Top Mentioned in G5:
@us_fda
@ibm
@watson
@andylumm
@stephenbevan15
@tonybaduy
@kathmarval
@oldiowagirl
@takethatct
@realpitbulldog

Top Mentioned in G6:
@ibmwatson
@ibm
@forrester
@usopen
@instanahq
@ozyind
@peterdkramer
@amybaer
@turbonomic
@hsbc

Top Mentioned in G7:
@ibm
@teena_maddox
@techrepublic
@aichatter
@ronald_vanloon
@sdegrace
@amartin171
@ozyind
@vincecatalli
@dineshknirmal

Top Mentioned in G8:
@ibmwatsonhealth
@lukeschantz
@ibm
@jeffkagan
@equitiesinc
@ibmwatson
@joe_sepi
@tctjr
@thisisadamo
@ibmdeveloper

Top Mentioned in G9:
@fbi
@ibm
@jamanetwork
@nevillegaunt
@nicochan33
@betamoroney
@tobiaskintzel
@antgrasso
@enilev
@louiseoconor

Top Mentioned in G10:
@ibmlatam
@lalogtzg
@tic_ort
@luuparrondo
@c
@directvchile
@ibmcloud
@lufevelasquez
@darkmonstr

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@filafresh
@dichristine
@eazeee2004
@hrblock_21
@chidambara09
@federicoalves
@raymond_norman
@insdatainter
@7b73f39b85e1415

Top Tweeters in G1:
@filafresh
@eazeee2004
@raymond_norman
@insdatainter
@7b73f39b85e1415
@calcaware
@valsadie
@atptennis2002
@sabinmarketing
@sassyneveragain

Top Tweeters in G2:
@crweworld
@prpnews
@newsfilterio
@flashalert_me
@biconnections
@otcdynamics
@jamesvgingerich
@eprnetwork
@ibljad
@pressrelease_cc

Top Tweeters in G3:
@oldlady12345
@dichristine
@hrblock_21
@john_siracusa
@govkhan
@bob_stinson1234
@straitarrow10
@mstepczyk
@jimmyroybloom
@nanteos620

Top Tweeters in G4:
@ausshot3dave
@01062021ad
@dragonflyboo71
@tjazz41
@directv
@corpliazon
@elinformatorio
@kyonpa350
@gaytip
@bismayaparida6

Top Tweeters in G5:
@doritmi
@_mamadeb
@tony__heller
@monstercoyliar
@takethatct
@mcfunny
@joltdude
@21wire
@wendyorent
@geoffschuler

Top Tweeters in G6:
@hubofml
@valaafshar
@adrianvelascos
@joshuabaer
@onyianyado777
@magtathmaggie
@fightingmonarch
@ozyind
@twilio
@businesswire

Top Tweeters in G7:
@godfrey_g_
@techjunkiejh
@ricardo_ik_ahau
@pythonexpertbot
@gdprai
@techrepublic
@junjudapi
@brainroaring
@ronald_vanloon
@abhibisht89

Top Tweeters in G8:
@rosenchild
@dataaugmented
@ml_tweet_bot
@hubbucket
@ibmdeveloper
@docmentillo
@elizabot9
@jeffkagan
@prosumersoft
@jasnell

Top Tweeters in G9:
@federicoalves
@artificialbra1n
@nicochan33
@nevillegaunt
@sallyeaves
@jeancayeux
@frronconi
@baski_la
@antgrasso
@betamoroney

Top Tweeters in G10:
@pequeninwarrior
@cobras_santiago
@mscnoticias
@darkmonstr
@steinforma
@directvchile
@versusmex
@ibmlatam
@happy_pao
@tintatic


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