ibm watson, Twitter, 9/19/2021 3:58:30 AM, 262369
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ibm watson_2021-09-18_20-39-28.xlsx
ibm watson_2021-09-18_20-39-28.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2021
Short Description:
ibm watson via NodeXL https://bit.ly/3hIErms
@ibm
@ibmwatson
@ibmnews
@godfrey_g_
@usopen
@noahsyken
@ibmcloud
@intelepeer
@espnfantasy
@venturebeat

Top hashtags:
#ai
#usopen
#ibm
#watson
#artificialintelligence
#ml
#machinelearning
#ibmwatson
#automation

Description:
Description
The graph represents a network of 1,793 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, 19 September 2021 at 03:44 UTC.

The requested start date was Sunday, 19 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, 8-hour, 10-minute period from Sunday, 05 September 2021 at 00:04 UTC to Saturday, 18 September 2021 at 08:15 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 : 1793
Unique Edges : 1544
Edges With Duplicates : 2972
Total Edges : 4516
Number of Edge Types : 5
Tweet : 738
Retweet : 1182
MentionsInRetweet : 1947
Replies to : 143
Mentions : 506
Self-Loops : 760
Reciprocated Vertex Pair Ratio : 0.0100227790432802
Reciprocated Edge Ratio : 0.0198466396030672
Connected Components : 525
Single-Vertex Connected Components : 387
Maximum Vertices in a Connected Component : 987
Maximum Edges in a Connected Component : 3540
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.702242
Graph Density : 0.000689997310971237
Modularity : 0.407275
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,793 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, 19 September 2021 at 03:44 UTC.

The requested start date was Sunday, 19 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, 8-hour, 10-minute period from Sunday, 05 September 2021 at 00:04 UTC to Saturday, 18 September 2021 at 08:15 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:
[32] https://venturebeat.com/2021/09/09/ibm-launches-watson-assistant-capabilities-for-call-center-automation/
[25] https://siecledigital.fr/2021/09/13/watson-assistant-ibm-lance-veut-automatiser-les-centres-dappels/
[20] https://www.zdnet.com/article/espn-and-ibm-unveil-new-fantasy-football-trade-features-with-help-from-watson-ai/
[19] https://venturebeat.com/2021/09/09/ibm-launches-watson-assistant-capabilities-for-call-center-automation/?utm_source=dlvr.it&utm_medium=twitter
[17] https://spectrum.ieee.org/tomorrows-ai-will-reason-like-humans-ibm-watson-developer-predicts
[16] https://venturebeat.com/?p=2719977
[14] https://www.zdnet.com/article/espn-and-ibm-unveil-new-fantasy-football-trade-features-with-help-from-watson-ai/?utm_content=bufferaa122&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[14] https://venturebeat.com/2021/09/09/ibm-launches-watson-assistant-capabilities-for-call-center-automation/?utm_source=pocket_mylist
[13] https://kapilrajyaguru.medium.com/watson-studio-pipeline-demo-75979f257af9?source=rss------artificial_intelligence-5&utm_source=dlvr.it&utm_medium=twitter
[13] https://www.ibm.com/blogs/cloud-computing/2020/01/07/sopra-steria-customer-service-intelligent-virtual-assistant-ibm-watson/

Top URLs in Tweet in G1:
[19] https://venturebeat.com/2021/09/09/ibm-launches-watson-assistant-capabilities-for-call-center-automation/
[13] https://siecledigital.fr/2021/09/13/watson-assistant-ibm-lance-veut-automatiser-les-centres-dappels/
[10] https://spectrum.ieee.org/tomorrows-ai-will-reason-like-humans-ibm-watson-developer-predicts
[7] https://venturebeat.com/2021/09/09/ibm-launches-watson-assistant-capabilities-for-call-center-automation/?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.itmedia.co.jp/enterprise/articles/2109/16/news057.html
[5] https://www.zdnet.com/article/espn-and-ibm-unveil-new-fantasy-football-trade-features-with-help-from-watson-ai/#ftag=RSSbaffb68
[5] https://www.zdnet.com/article/espn-and-ibm-unveil-new-fantasy-football-trade-features-with-help-from-watson-ai/
[5] 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://www.helpnetsecurity.com/2021/09/11/intelepeer-ibm/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.helpnetsecurity.com/2021/09/11/intelepeer-ibm/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+HelpNetSecurity+%28Help+Net+Security%29

Top URLs in Tweet in G2:
[2] https://usopen.org/powerrankings
[2] http://www.techrepublic.com/article/ibm-watson-is-coming-to-the-iphone-and-thats-big-news-for-business-users/?linkId=30373754
[2] https://console.bluemix.net/catalog/#ibmwatsonhello#@inthehighest1
[2] https://infosystems.lll-ll.com?i=2095182
[1] https://www.persistent.com/blogs/best-practices-to-implementing-aiops-for-csps/
[1] https://turbonomic.shp.so/a/osROvU
[1] https://www.ibm.com/case-studies/hera-spa/
[1] https://www.youtube.com/watch?v=MjehIjs8ilY&feature=youtu.be

[1] https://www.nasdaq.com/articles/ibm-focuses-on-ai-business-adds-new-features-to-watson-2021-09-10
[1] https://www.ibm.com/ibm/history/ibm100/us/en/icons/think_culture/

Top URLs in Tweet in G3:
[2] https://dutchitchannel.nl/680859/ibm-watson-lanceert-nieuwe-ai-en-automation-functies.html
[1] https://www.ibm.com/watson/trustworthy-ai?utm_medium=OSocial&utm_source=Twitter&utm_content=CIIWW&utm_term=20J10&utm_id=IBM-Watson-is-AI-for-smarter-business&social_post=5506603738&linkId=132063569
[1] https://www.usopen.org/en_US/matchinsights/2501.html?utm_medium=OSocial&utm_source=Twitter&utm_content=000018QT&utm_term=10013846&utm_id=Raducanu-vs-Bencic-Match-Insights-with-Watson&linkId=131143206
[1] https://www.ibm.com/blogs/journey-to-ai/2021/07/supply-chain-planning-in-an-xpa-world/?utm_medium=OSocial&utm_source=Twitter&utm_content=000037VM&utm_term=10013056&utm_id=CDAIS&social_post=5476340155&linkId=131491266
[1] https://newsroom.ibm.com/2021-09-09-IBM-Watson-Launches-New-AI-and-Automation-Features-to-Help-Businesses-Transform-Customer-Service?social_post=5452123200&linkId=130948054
[1] https://www.morningbrew.com/emerging-tech/stories/2021/09/08/us-opens-new-toy-aipowered-power-rankings?utm_source=twitter_share&linkId=130855448
[1] https://www.ibm.com/blogs/watson/2021/09/watson-assistant-intelepeer/?campaign=socialselling&share=b06d408d-f2e2-4e3c-af76-2282a970b70e&channel=twitter&userID=5c0272f8-b7fe-4f40-b85a-2e2242825c8c&advocacy_source=everyonesocial&es_id=8cc0ad3904
[1] https://newsroom.ibm.com/5-Things-to-know-about-Watson-Orchestrate?es_id=71062015e5
[1] https://medium.com/ibm-watson/watson-assistant-now-connects-to-genesys-in-under-30-minutes-99f51974cf2c?source=rss----22a2beb5a88a---4&es_id=96a817e3a3
[1] https://usopen.org/matchinsights

Top URLs in Tweet in G4:
[16] https://venturebeat.com/?p=2719977
[14] https://venturebeat.com/2021/09/09/ibm-launches-watson-assistant-capabilities-for-call-center-automation/?utm_source=pocket_mylist
[13] https://www.zdnet.com/article/espn-and-ibm-unveil-new-fantasy-football-trade-features-with-help-from-watson-ai/
[11] https://www.zdnet.com/article/espn-and-ibm-unveil-new-fantasy-football-trade-features-with-help-from-watson-ai/?utm_content=bufferaa122&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.01net.it/ibm-watson-nuove-funzionalita-intelligenza-artificiale-automation/?linkId=131402529
[7] https://www.zdnet.com/article/espn-and-ibm-unveil-new-fantasy-football-trade-features-with-help-from-watson-ai/?ftag=COS-05-10aaa0g&taid=613692e905de4d0001e77cd2&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[7] https://venturebeat.com/2021/09/09/ibm-launches-watson-assistant-capabilities-for-call-center-automation/
[5] https://www.zdnet.com/article/espn-and-ibm-unveil-new-fantasy-football-trade-features-with-help-from-watson-ai/?ftag=COS-05-10aaa0g&taid=61362cf86edf5a000104b20c&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://spectrum.ieee.org/ibm-ai-watson-modernize-legacy-code
[3] https://ibm.com/planning

Top URLs in Tweet in G5:
[10] https://www.ibm.com/blogs/cloud-computing/2020/01/07/sopra-steria-customer-service-intelligent-virtual-assistant-ibm-watson/
[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-a-watson-danger-response-tool-with-custom-nlu-domain-model/
[8] https://martechseries.com/predictive-ai/ai-platforms-machine-learning/ibm-watson-launches-new-ai-and-automation-features-to-help-businesses-transform-customer-service/
[7] https://developer.ibm.com/patterns/monitor-azure-machine-learning-studio-models-with-ai-openscale/
[6] https://developer.ibm.com/patterns/cognos-analytics-and-watson-studio-better-together-credit-risk-analysis-tutorial/
[6] https://developer.ibm.com/patterns/create-a-multilingual-voicebot-on-whatsapp-using-watson-services/
[6] https://theintermind.com/#Knowledge
[5] https://developer.ibm.com/patterns/build-a-framework-that-connects-whatsapp-to-any-watson-service-on-ibm-cloud/
[5] https://developer.ibm.com/patterns/build-an-e-learning-portal-with-watson-media/

Top URLs in Tweet in G6:
[4] https://grjenkin.com/articles/category/artificial-intelligence/643953/09/06/2021/4-ways-ibm-watson-s-artificial-intelligence-is-changing-healthcare
[2] http://suresteinforma.com/noticias/ibm-crea-experiencia-personalizada-para-fantasy-football-con-actualizaciones-en-el-trade-assistant-with-watson-y-player-insights-en-la-espn-fantasy-app-267407/
[2] http://suresteinforma.com/noticias/clip-mejora-la-experiencia-de-cliente-con-ibm-watson-266581/
[2] http://suresteinforma.com/noticias/ibm-watson-lanza-nuevas-funciones-de-automatizacion-e-ia-para-que-las-empresas-transformen-el-servicio-al-cliente-267119/
[2] https://channeldrive.in/artificial-intelligence/ibm-watson-launches-new-ai-automation-features/
[1] https://ibm.co/3w5shbx
[1] https://www.ibm.com/blogs/journey-to-ai/2021/07/supply-chain-planning-in-an-xpa-world/?utm_medium=OSocial&utm_source=Twitter&utm_content=000037VM&utm_term=10013056&utm_id=CDAIS&social_post=5452536392&linkId=130956409
[1] https://www.ibm.com/cloud/blog/ibm-to-acquire-turbonomic?utm_medium=OSocial&utm_source=Twitter&utm_content=000039IZ&utm_term=10011482&utm_id=CDAIS&social_post=4770916727&linkId=117467961
[1] https://capsulainformativa.cl/ibm-watson-lanza-nuevas-funciones-de-automatizacion-e-ia-para-que-empresas-transformen-el-servicio-al-cliente/
[1] https://venturebeat.com/2021/09/09/ibm-launches-watson-assistant-capabilities-for-call-center-automation/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G7:
[7] https://cyberiqs.com/intelepeer-atmosphere-cpaas-solution-now-available-within-ibm-watson-assistant-help-net-security/
[5] https://www.ibm.com/blogs/watson/2021/05/trustworthy-ai/
[4] https://venturebeat.com/2021/09/09/ibm-launches-watson-assistant-capabilities-for-call-center-automation/?utm_source=dlvr.it&utm_medium=twitter
[3] http://dlvr.it/S7LVlC
[3] https://www.helpnetsecurity.com/2021/09/11/intelepeer-ibm/?utm_source=dlvr.it&utm_medium=twitter
[2] https://jackofalltechs.com/2021/09/09/ibm-launches-watson-assistant-capabilities-for-call-center-automation/
[2] https://www.zdnet.com/article/espn-and-ibm-unveil-new-fantasy-football-trade-features-with-help-from-watson-ai/#ftag=RSSbaffb68
[2] https://www.persistent.com/blogs/best-practices-to-implementing-aiops-for-csps/
[2] https://cyberiqs.com/intelepeer-atmosphere-cpaas-solution-now-available-within-ibm-watson-assistant/
[2] http://B.Tech

Top URLs in Tweet in G9:
[12] https://kapilrajyaguru.medium.com/watson-studio-pipeline-demo-75979f257af9?source=rss------artificial_intelligence-5&utm_source=dlvr.it&utm_medium=twitter
[5] https://kapilrajyaguru.medium.com/watson-studio-pipeline-demo-75979f257af9?source=rss------machine_learning-5&utm_source=dlvr.it&utm_medium=twitter
[3] https://spectrum.ieee.org/tomorrows-ai-will-reason-like-humans-ibm-watson-developer-predicts#toggle-gdpr
[2] https://developer.ibm.com/blogs/kubeflow-pipelines-and-tekton-advances-data-workloads/
[1] https://medium.com/analytics-vidhya/identify-and-remove-bias-from-ai-models-using-watson-studio-688d214008ee?source=rss------machine_learning-5&utm_source=dlvr.it&utm_medium=twitter
[1] https://medium.com/analytics-vidhya/identify-and-remove-bias-from-ai-models-using-watson-studio-688d214008ee?source=rss------artificial_intelligence-5&utm_source=dlvr.it&utm_medium=twitter
[1] https://venturebeat.com/2021/09/09/ibm-launches-watson-assistant-capabilities-for-call-center-automation/

Top URLs in Tweet in G10:
[3] https://www.businesswireindia.com/ibm-watson-launches-new-ai-and-automation-features-to-help-businesses-transform-customer-service-74827.html
[3] https://www.ibm.com/blogs/cloud-computing/2020/01/07/sopra-steria-customer-service-intelligent-virtual-assistant-ibm-watson/
[2] https://www.crn.com/news/cloud/ibm-watson-assistant-gains-3-new-ai-features
[2] https://www.dqindia.com/ibm-watson-explore-ai-can-mitigate-advertising-bias/
[2] 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
[2] https://martechseries.com/predictive-ai/ai-platforms-machine-learning/ibm-partner-spacetime-release-intelligent-avatars-powered-by-ibm-watson/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://cobusgreyling.medium.com/how-to-setup-ibm-watson-assistant-for-customer-effort-extraction-edc379cebfc6
[1] https://voicebot.ai/
[1] https://voicebot.ai/2021/09/10/ibm-upgrades-watson-voice-ai-for-call-centers/
[1] https://www.zdnet.com/article/espn-and-ibm-unveil-new-fantasy-football-trade-features-with-help-from-watson-ai/

Top Domains
Top Domains in Tweet in Entire Graph:
[192] ibm.com
[89] zdnet.com
[87] venturebeat.com
[31] linkedin.com
[30] ieee.org
[30] siecledigital.fr
[27] medium.com
[22] youtube.com
[17] twitter.com
[17] martechseries.com

Top Domains in Tweet in G1:
[39] ibm.com
[29] venturebeat.com
[20] zdnet.com
[17] siecledigital.fr
[16] linkedin.com
[14] youtube.com
[12] ieee.org
[11] co.jp
[10] twitter.com
[10] helpnetsecurity.com

Top Domains in Tweet in G2:
[8] ibm.com
[8] okt.to
[3] usopen.org
[3] twitter.com
[3] techrepublic.com
[2] contentmx.com
[2] bluemix.net
[2] lll-ll.com
[1] persistent.com
[1] shp.so

Top Domains in Tweet in G3:
[5] ibm.com
[3] usopen.org
[2] dutchitchannel.nl
[1] morningbrew.com
[1] medium.com
[1] twitter.com
[1] sciencedirect.com

Top Domains in Tweet in G4:
[55] zdnet.com
[41] venturebeat.com
[37] ibm.com
[12] 01net.it
[7] usopen.org
[6] ieee.org
[5] linkedin.com
[5] corrierecomunicazioni.it
[4] zpy.io
[3] knowlengr.com

Top Domains in Tweet in G5:
[71] ibm.com
[15] martechseries.com
[6] zdnet.com
[6] theintermind.com
[5] techtarget.com
[5] neurons.ai
[3] intelepeer.com
[3] itsecuritynews.info
[3] aithority.com
[3] indiatimes.com

Top Domains in Tweet in G6:
[6] suresteinforma.com
[4] grjenkin.com
[3] ibm.com
[3] channeldrive.in
[2] venturebeat.com
[2] linkedin.com
[2] com.mx
[1] ibm.co
[1] capsulainformativa.cl
[1] xprize.org

Top Domains in Tweet in G7:
[9] cyberiqs.com
[5] venturebeat.com
[5] ibm.com
[3] dlvr.it
[3] helpnetsecurity.com
[2] jackofalltechs.com
[2] zdnet.com
[2] persistent.com
[2] b.tech
[1] google.com

Top Domains in Tweet in G9:
[19] medium.com
[3] ieee.org
[2] ibm.com
[1] venturebeat.com

Top Domains in Tweet in G10:
[10] ibm.com
[3] businesswireindia.com
[3] medium.com
[2] voicebot.ai
[2] crn.com
[2] zdnet.com
[2] indiatimes.com
[2] dqindia.com
[2] martechseries.com
[1] guerbet.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[443] ai
[162] usopen
[156] ibm
[84] watson
[70] artificialintelligence
[68] ml
[68] machinelearning
[51] ibmwatson
[34] automation
[31] fantasyfootball



Top Hashtags in Tweet in G1:
[32] ibm
[19] watson
[11] ai
[6] ibmcloud
[6] ibmwatson
[5] usopen
[5] meetyoursecondlife
[5] artificialintelligence
[4] 適職診断
[4] セカンドライフ

Top Hashtags in Tweet in G2:
[115] ai
[108] usopen
[9] worldphotographyday
[8] aiops
[7] cloudpak
[7] watson
[5] ibm
[4] ibmwatson
[4] ibmpartner
[4] automation

Top Hashtags in Tweet in G3:
[39] ai
[36] usopen
[3] humansofix
[3] ibmpartner
[2] garyvee
[2] westworld
[1] supplychain
[1] usopen2021
[1] usopentennis
[1] ibm

Top Hashtags in Tweet in G4:
[92] ai
[41] ibm
[31] watson
[18] fantasyfootball
[15] artificialintelligence
[14] automation
[14] marketing
[14] callcenters
[11] watsonai
[11] fintech

Top Hashtags in Tweet in G5:
[105] ai
[50] ml
[20] cloud
[15] ibmwatson
[14] machinelearning
[12] cpaas
[11] artificialintelligence
[10] howto
[8] philosophy
[6] contactcenter

Top Hashtags in Tweet in G6:
[9] ai
[8] ibm
[7] watson
[6] entérate
[5] artificialintelligence
[3] automation
[2] voice
[2] ia
[1] think2021
[1] supplychain

Top Hashtags in Tweet in G7:
[14] ai
[9] bigdata
[9] machinelearning
[7] ibm
[6] aiethics
[5] cybersecurity
[4] infosec
[3] threatintelligence
[3] cybernews
[3] poseidontpa

Top Hashtags in Tweet in G8:
[2] fantasyfootball
[1] ibm
[1] watson
[1] ibmwatson
[1] espn

Top Hashtags in Tweet in G9:
[30] artificialintelligence
[27] machinelearning
[25] ibm
[18] mlops
[17] ibmwatson
[8] watsonstudio
[8] aiethics
[6] ai
[5] ml
[3] machineleaning

Top Hashtags in Tweet in G10:
[35] ai
[6] ibm
[5] digitaltransformation
[4] ml
[4] cloud
[3] nlp
[3] bigdata
[3] machinelearning
[3] automation
[2] ibmwatson

Top Words
Top Words in Tweet in Entire Graph:
[2590] ibm
[1859] watson
[581] ai
[576] help
[442] #ai
[421] learn
[371] cloud
[323] assistant
[317] usopen
[256] features

Top Words in Tweet in G1:
[419] ibm
[403] watson
[141] ø
[131] assistant
[105] ai
[97] ù
[62] ãƒ
[61] automation
[55] features
[50] help

Top Words in Tweet in G2:
[812] ibm
[367] watson
[212] cloud
[164] help
[135] learn
[135] rankings
[115] #ai
[108] #usopen
[103] using
[102] deliver

Top Words in Tweet in G3:
[573] ibm
[332] watson
[239] learn
[239] help
[224] usopen
[220] ai
[151] match
[148] insights
[148] chrissieevert
[145] finals

Top Words in Tweet in G4:
[214] ibm
[187] watson
[92] #ai
[71] ai
[67] help
[66] features
[64] espn
[59] assistant
[52] trade
[50] unveil

Top Words in Tweet in G5:
[120] ibm
[115] watson
[104] #ai
[50] #ml
[42] assistant
[37] using
[33] intelepeer
[31] ai
[30] service
[30] help

Top Words in Tweet in G6:
[69] ibm
[65] watson
[48] account
[47] free
[43] ibmcloud
[43] time
[41] cloud
[39] access
[39] 40
[39] always

Top Words in Tweet in G7:
[47] ibm
[42] watson
[26] assistant
[18] intelepeer
[18] atmosphere
[18] cpaas
[18] solution
[18] available
[18] within
[14] #ai

Top Words in Tweet in G8:
[19] watson
[18] ibm
[12] espnfantasy
[5] trade
[4] fieldyates
[4] matthewberrytmr
[3] espn
[3] zkantzff
[3] popular
[3] opinion

Top Words in Tweet in G9:
[33] watson
[30] #artificialintelligence
[27] #machinelearning
[25] #ibm
[21] studio
[21] akbarth3great
[18] #mlops
[17] #ibmwatson
[17] pipeline
[17] demo

Top Words in Tweet in G10:
[35] #ai
[33] ibm
[33] watson
[14] assistant
[12] features
[9] customer
[8] ai
[8] service
[7] help
[7] aichatter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1156] ibm,watson
[272] watson,assistant
[208] match,insights
[202] insights,ibm
[198] ibm,cloud
[197] features,help
[170] watson,ibm
[161] semi,finals
[159] watson,help
[159] future,superstars

Top Word Pairs in Tweet in G1:
[222] ibm,watson
[116] watson,assistant
[59] ø,ø
[53] ø,ù
[35] features,help
[34] ù,ø
[33] ãƒ,ãƒ
[33] fantasy,football
[33] ai,automation
[28] call,center

Top Word Pairs in Tweet in G2:
[240] ibm,watson
[106] ibm,ibm
[105] ibm,cloud
[103] watson,ibm
[102] ibm,using
[101] cloud,qradar
[101] qradar,security
[101] security,learn
[101] learn,ibm
[101] using,cloud

Top Word Pairs in Tweet in G3:
[324] ibm,watson
[147] match,insights
[145] insights,ibm
[143] watson,help
[143] help,learn
[143] learn,future
[143] future,superstars
[143] superstars,usopen
[143] usopen,semi
[143] semi,finals

Top Word Pairs in Tweet in G4:
[65] ibm,watson
[52] features,help
[52] watson,assistant
[50] espn,ibm
[49] ibm,unveil
[48] trade,features
[47] fantasy,football
[37] unveil,fantasy
[37] help,watson
[35] football,trade

Top Word Pairs in Tweet in G5:
[76] ibm,watson
[50] #ai,#ml
[29] watson,assistant
[27] customer,service
[25] help,businesses
[23] features,help
[21] ai,automation
[19] #ai,#cloud
[19] watson,launches
[19] launches,ai

Top Word Pairs in Tweet in G6:
[40] ibm,cloud
[40] 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 G7:
[26] watson,assistant
[26] ibm,watson
[18] intelepeer,atmosphere
[18] atmosphere,cpaas
[18] cpaas,solution
[18] solution,available
[18] available,within
[18] within,ibm
[10] assistant,help
[10] help,net

Top Word Pairs in Tweet in G8:
[18] ibm,watson
[5] watson,trade
[3] espnfantasy,popular
[3] popular,opinion
[3] opinion,ibm
[3] trade,proposals
[3] proposals,horrible
[2] spotrightkyle,espnfantasy

Top Word Pairs in Tweet in G9:
[21] watson,studio
[17] #machinelearning,#ibmwatson
[17] #ibmwatson,#ibm
[17] #ibm,#artificialintelligence
[17] #artificialintelligence,#mlops
[17] #mlops,watson
[17] studio,pipeline
[17] pipeline,demo
[15] akbarth3great,#machinelearning
[11] artificial,intelligence

Top Word Pairs in Tweet in G10:
[24] ibm,watson
[9] watson,assistant
[8] customer,service
[7] features,help
[5] watson,launches
[5] help,businesses
[5] businesses,transform
[5] transform,customer
[4] #ai,#digitaltransformation
[4] #digitaltransformation,cc

Top Replied-To
Top Replied-To in Entire Graph:
@ibm
@cbfowler
@espnfantasy
@thedecaying
@intelepeer
@jeopardy
@zkantzff
@ibmwatson
@chrissieevert
@fieldyates

Top Replied-To in G1:
@bottingkruger

Top Replied-To in G2:
@cbfowler
@ibm
@sarah_oestreich
@benrothenberg
@chrissieevert

Top Replied-To in G3:
@chrissieevert
@ibm
@ibmnews

Top Replied-To in G4:
@ibmwatson
@tk1ng
@bengincet
@ibm
@ibmsports
@vidyasagarmsc
@brookingsgov

Top Replied-To in G5:
@ibm
@intelepeer
@techtarget

Top Replied-To in G8:
@espnfantasy
@zkantzff
@fieldyates
@djdotkham
@matthewberrytmr
@roto_wizard

Top Mentioned
Top Mentioned in Entire Graph:
@ibm
@usopen
@chrissieevert
@cbfowler
@ibmnews
@ibmwatson
@ibmcloud
@venturebeat
@aichatter

Top Mentioned in G1:
@csatrpi
@saeedikamal1
@claytonmwaka
@ibrahimfacuri
@dougbrowndba
@michaelnishiki
@kazukazu0102
@prensainnova
@goinhouse
@16kthir0grxgnqn

Top Mentioned in G2:
@ibm
@cbfowler
@usopen
@turbonomic
@ibmnews
@instanahq
@chrissieevert
@ibmsports
@sofi

Top Mentioned in G3:
@ibm
@usopen
@chrissieevert
@ibmnews
@ibm_ix
@ibmsports
@ibmdata
@danhernandezatx
@haydenfield
@etechbrew

Top Mentioned in G4:
@ibmwatson
@ibm
@venturebeat
@zdnet
@kyle_l_wiggers
@01netit
@ibmitalia
@flashtweet
@ibmsports
@jgreigj

Top Mentioned in G5:
@ibm
@intelepeer
@aichatter
@ibm_in
@ibmwatson
@martechseries
@richardeudes
@steveklinko
@daring35991901
@dnm54

Top Mentioned in G6:
@ibmcloud
@ibmwatson
@ibmdata
@ibm
@ibmresearch
@ibmlatam
@ibmdeveloper
@ibmdesign
@economistevents
@nigewillson

Top Mentioned in G7:
@cyberiqs_
@persistentsys
@ibm
@deeplearn007
@kirkdborne
@ipfconline1
@s
@ronald_vanloon
@asifrazzaq1988
@nordicinst

Top Mentioned in G8:
@espnfantasy
@matthewberrytmr
@fieldyates
@spotrightkyle
@stephania_espn
@danieldopp
@espn_ff
@nflfantasy
@fantasyfocus
@sweettoes94

Top Mentioned in G9:
@akbarth3great
@nigewillson
@kuriharan
@cuongcz
@mvollmer
@mvollmer1
@rwang0
@dunkenkbliths
@sumitg0yal

Top Mentioned in G10:
@aichatter
@mikequindazzi
@justheena
@bwindia
@ibm
@hildesheim
@jimharris
@tamaramccleary
@jadeollerensha1
@prasad_kothari

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@oldlady12345
@filafresh
@cybersec_feeds
@chidambara09
@hrblock_21
@raymond_norman
@robre62
@quibellpaul
@crweworld

Top Tweeters in G1:
@crweworld
@lado_mx
@prpnews
@schestowitz
@newsfilterio
@trialanderror_v
@dev_discourse
@prtimes_news
@exbulletinuk
@radiomakro

Top Tweeters in G2:
@oldlady12345
@hrblock_21
@raymond_norman
@flipthescript8
@southerngemgal
@beverlynotmypre
@cherrybaysb
@belleepoquec
@mjoehlerich
@comeonnoles

Top Tweeters in G3:
@filafresh
@drocktrot
@teshawnedmonds
@john_siracusa
@bob_stinson1234
@famouspixs
@straitarrow10
@birdwriter7
@earlworthington
@fwdcrocblu

Top Tweeters in G4:
@robre62
@hubofml
@dna
@fintechna
@fabriciosx
@godfrey_g_
@corriere
@machinelearnflx
@mabelinr94
@nuclear94

Top Tweeters in G5:
@rosenchild
@it_securitynews
@dataaugmented
@ml_tweet_bot
@calcaware
@thecuriousluke
@pythonexpertbot
@the404code
@ganjasmokercb
@newsfrombw

Top Tweeters in G6:
@dhinakaranrajan
@artificialbra1n
@grjenkin
@harishrev
@cobras_santiago
@alapati3636
@steinforma
@ibmdeveloper
@marigold33333j
@directvchile

Top Tweeters in G7:
@sectest9
@cybersec_feeds
@chidambara09
@cybersecurityn8
@botcybersec
@ricardo_ik_ahau
@ipfconline1
@dinisguarda
@kirkdborne
@poseidontpa

Top Tweeters in G8:
@mikeclaynfl
@roto_wizard
@matthewberrytmr
@scratchonemore
@fieldyates
@nflfantasy
@espnfantasy
@fammirantetfj
@stephania_espn
@_eddieaquino12

Top Tweeters in G9:
@combatsespoir
@rwang0
@kuriharan
@mediapython
@akbarth3great
@getmazak
@ztsecure
@agent_guzman
@developerbot_v1
@nigewillson

Top Tweeters in G10:
@education_24x7
@robotconsumer
@jais_george
@tamaramccleary
@digital_trans4m
@mikequindazzi
@jimharris
@botosynthesis
@bwindia
@textsla


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