ibm watson, Twitter, 8/2/2020 5:14:45 AM, 231609


FAQ | Problem?

ibm watson_2020-08-01_19-12-00.xlsx
ibm watson_2020-08-01_19-12-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 02, 2020
Short Description:
ibm watson via NodeXL https://bit.ly/3i0gnZW
@ibmwatson
@ibm
@ibmdeveloper
@ibmcloud
@ibmwatsonhealth
@theibmmspteam
@watsonads
@ibmiot
@techrepublic
@javascriptfeed

Top hashtags:
#ai
#ibm
#watson
#nlp
#ibmwatson
#chatbot
#machinelearning
#artificialintelligence

Description:
Description
The graph represents a network of 1,593 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, 02 August 2020 at 02:16 UTC.

The requested start date was Sunday, 02 August 2020 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, 4-hour, 30-minute period from Sunday, 19 July 2020 at 01:04 UTC to Saturday, 01 August 2020 at 05:35 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 : 1593
Unique Edges : 1051
Edges With Duplicates : 2155
Total Edges : 3206
Number of Edge Types : 5
Retweet : 850
MentionsInRetweet : 1071
Tweet : 730
Mentions : 416
Replies to : 139
Self-Loops : 762
Reciprocated Vertex Pair Ratio : 0.0127659574468085
Reciprocated Edge Ratio : 0.0252100840336134
Connected Components : 521
Single-Vertex Connected Components : 313
Maximum Vertices in a Connected Component : 560
Maximum Edges in a Connected Component : 1771
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.365905
Graph Density : 0.000563079048727631
Modularity : 0.479377
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,593 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, 02 August 2020 at 02:16 UTC.

The requested start date was Sunday, 02 August 2020 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, 4-hour, 30-minute period from Sunday, 19 July 2020 at 01:04 UTC to Saturday, 01 August 2020 at 05:35 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:
[49] https://www.techrepublic.com/article/eighth-grader-builds-ibm-watson-powered-ai-chatbot-for-students-making-college-plans/
[14] https://www.ibm.com/internet-of-things/learn/munich-center
[10] https://www.discudemy.com//no-code-ai-machine-learning-using-ibm-autoai
[10] https://www.codemotion.com/magazine/dev-hub/machine-learning-dev/ai-driven-conversational-user-interface-enriched-with-search-skills/
[9] https://wired.jp/2016/09/05/ibm-watson-film-trailer/
[6] https://platzi.com/clases/ibm-watson/
[6] https://www.ibm.com/blogs/watson/2020/07/lets-talk-about-talent/?social_post=3518905770&linkId=94892645
[6] http://knowlengr.com/machine-intelligence/ibm-watson/why-computers-and-doctors-need-narratology/
[6] https://www.ibm.com/thought-leadership/smart/ai-in-space-xp/?social_post=3509400141&linkId=94457066
[6] https://www.themsphub.com/how-watson-assistant-helps-you-treat-customers-like-vips-blog/?utm_source=twitter&utm_medium=social&utm_campaign=Q4_PWE

Top URLs in Tweet in G1:
[12] https://www.techrepublic.com/article/eighth-grader-builds-ibm-watson-powered-ai-chatbot-for-students-making-college-plans/
[4] https://sites.ziftsolutions.com/techdata.ziftsolutions.com/ff808181554038d801554a4378ee52a0?cid=8a9983dc73819519017382a00a325012&url=https%3A%2F%2Fibm.co%2F2C5LwvD
[4] https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2020-4408
[4] https://www.youtube.com/watch?v=lIH3btgbBpk

[3] https://www.reddit.com/r/MachineLearning/comments/huqpzl/d_why_is_ibms_watson_platform_dreaded/
[3] https://www.ibm.com/watson/watson-works
[3] https://www.zdnet.com/article/brisbane-city-council-teaches-ibm-watson-sarcasm-to-understand-citizen-sentiment/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.ibm.com/blogs/watson-health/how-to-make-the-most-of-disruption/
[2] Watson
[2] Health:

Top URLs in Tweet in G2:
[11] https://www.techrepublic.com/article/eighth-grader-builds-ibm-watson-powered-ai-chatbot-for-students-making-college-plans/
[11] https://www.ibm.com/internet-of-things/learn/munich-center
[6] http://knowlengr.com/machine-intelligence/ibm-watson/why-computers-and-doctors-need-narratology/
[3] https://www.techrepublic.com/article/eighth-grader-builds-ibm-watson-powered-ai-chatbot-for-students-making-college-plans/?linkId=93981027
[2] https://www.datacenterdynamics.com/en/news/cbre-signs-deal-ibm-smart-maintenance-service/?linkId=94949358
[2] http://pharmaphorum.com/news/lundbeck-ibm-watson-develop-new-psychiatric-medicines/?utm_content=bufferd2662&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.ibm.com/demos/live/watson-language-translator/self-service
[1] https://www.ibm.com/watson-advertising/solutions/ibm-watson-advertising-social-targeting-influential
[1] https://www.ibm.com/events/think/watch/replay/126541345/?utm_medium=OSocial&utm_source=Twitter&utm_content=000021SW&utm_term=10000010&utm_id=Watson-Advertising&cm_mmc=OSocial_Twitter-_-xIBM+Events_Global+Conferences-_-WW_WW-_-Watson-Advertising&cm_mmca1=000021SW&cm_mmca2=10000010&social_post=3328926808&linkId=88207079
[1] https://www.ibm.com/blogs/watson/2020/05/women-leaders-in-ai/?social_post=3489422551&linkId=93763617

Top URLs in Tweet in G3:
[10] https://www.discudemy.com//no-code-ai-machine-learning-using-ibm-autoai
[4] https://www.crowdcast.io/e/ibm-cloud-series-ai/register?utm_source=crowdcast&utm_medium=email&utm_campaign=followers
[2] https://medium.com/ringcentral-developers/building-an-ibm-watson-bot-with-node-js-botkit-876e43650f2d
[1] https://www.ibm.com/watson/watson-works?utm_medium=OSocial&utm_source=Twitter&utm_content=000033YX&utm_term=10009339&utm_id=Watson-Works&cm_mmc=OSocial_Twitter-_-IBM+Master+Brand_IBM+Watson-_-WW_WW-_-Watson-Works&cm_mmca1=000033YX&cm_mmca2=10009339&social_post=3476901746&linkId=93270716
[1] https://m.europapress.es/portaltic/sector/noticia-msf-ibm-disenan-asistente-virtual-informacion-util-covid-19-residencias-mayores-20200728163535.html
[1] https://www.ibm.com/watson-advertising/solutions/ibm-watson-advertising-social-targeting-influential
[1] https://www.meetup.com/IBM-Developers/events/271311203/?linkId=94825713
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fcodeburst.io%2Fgetting-started-with-ibm-watson-personality-insights-33bf5f1ae404
[1] https://www.bloorresearch.com/research/ibm-watson-knowledge-catalog/
[1] https://www.ibm.com/watson/watson-works

Top URLs in Tweet in G4:
[10] https://www.codemotion.com/magazine/dev-hub/machine-learning-dev/ai-driven-conversational-user-interface-enriched-with-search-skills/
[4] https://www.ibm.com/blogs/journey-to-ai/2020/07/ibm-watson-studio-named-a-2020-gartner-peer-insights-customers-choice-qa-with-a-lead-architect/
[3] http://stwb.co/sw/app/ServicePages/Social/RedirectShortLink.aspx?ShortUrlKey=zrelpcu
[3] http://botosynthesis.com/
[3] https://www.calibraint.com/services/chatbot-services
[2] https://www.codemotion.com/magazine/dev-hub/machine-learning-dev/ibm-ai-for-enterprise/
[2] https://medium.com/ibm-watson/monitoring-voice-agent-with-watson-a31004d6d789
[2] https://medium.com/@CobusGreyling/taking-a-look-at-ibm-watson-assistant-intent-recommendations-930940e6c104
[2] http://hukum.blog/ext/57/https://www.zerounoweb.it/analytics/cognitive-computing/rientro-al-lavoro-il-ruolo-di-ibm-watson-works/
[1] https://developer.ibm.com/patterns/ai-powered-backend-system-for-order-processing-during-pandemics/?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=3531727743&linkId=95416429

Top URLs in Tweet in G5:
[1] https://www.linkedin.com/pulse/ibm-cloud-come-creare-servizi-di-ai-con-watson-michele-grossi
[1] https://www.linkedin.com/pulse/ibm-cloud-come-creare-servizi-di-ai-con-watson-michele-grossi/
[1] https://www.linkedin.com/slink?code=d6KrY-i
[1] https://www.linkedin.com/pulse/ibm-cloud-come-creare-un-chatbot-con-watson-assistant-michele-grossi/
[1] https://medium.com/@raoulalfredo.rocher/ibm-cloud-come-creare-servizi-di-ai-con-ibm-watson-f32eaf860a88

Top URLs in Tweet in G6:
[4] https://www.clouthub.com/optin-clouthub
[1] https://video.ibm.com/recorded/127438326

Top URLs in Tweet in G7:
[2] https://medium.com/ibm-watson/three-easy-steps-to-automate-decisions-using-models-from-watson-machine-learning-2d775b5737ac?source=rss----22a2beb5a88a---4&es_id=8939878285
[2] https://newsroom.ibm.com/2020-06-25-MEDIAPRO-Uses-IBM-Watson-to-Create-Personalized-Soccer-Experience
[1] https://www.ibm.com/internet-of-things/learn/munich-center
[1] https://www.ibm.com/us-en/marketplace/watson-care-manager?mkt_tok=eyJpIjoiTW1Ka1pXTmxPVGhqWVRjNCIsInQiOiJtVExINWF1K0d0K0hoRVRmK0hHbmkxeWtwbzRXRHRGSnZBb3dCN29FWFgrRXYyUE9VbllIcXljbWdKQ2ZvUEQxbUJIRmltOGkwNlwvVWZNVkp6VzFLVVJxRjJcL3A1WitheVVHMUt2aVpLdmIyOUsyUDVQTGtjWTl5dE5DNDM0REtVIn0%3D>)
[1] https://www.ibm.com/watson-health/solutions/life-sciences-technology?utm_medium=OSocial&utm_source=Twitter&utm_content=000036MX&utm_term=10005057&utm_id=WH-TW-LS-homepageJuly2020&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Management+Decision+Support-_-WW_WW-_-WH-TW-LS-homepageJuly2020&cm_mmca1=000036MX&cm_mmca2=10005057&social_post=3518576099&linkId=94876020
[1] https://www.ibm.com/products/account-group-insights?utm_medium=OSocial&utm_source=Twitter&utm_content=000036MY&utm_term=10010739&utm_id=WH-TW-payer-account-group-insights-homepage&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Management+Decision+Support-_-WW_WW-_-WH-TW-payer-account-group-insights-homepage&cm_mmca1=000036MY&cm_mmca2=10010739&social_post=3502976316&linkId=94260078
[1] https://www.ibm.com/blogs/watson-health/complete-race-ethnicity-health-data-for-covid-19-response/?utm_medium=OSocial&utm_source=Twitter&utm_content=000033ZT&utm_term=10005057&utm_id=WH-TW-DankwaIrene-Blog-inequality1&cm_mmc=OSocial_Twitter-_-IBM+Master+Brand_IBM+Watson+Health-_-WW_WW-_-WH-TW-DankwaIrene-Blog-inequality1&cm_mmca1=000033ZT&cm_mmca2=10005057&social_post=3516173033&linkId=94787068
[1] https://www.ibm.com/blogs/watson-health/flatten-the-curves-of-covid-19/?utm_medium=OSocial&utm_source=Twitter&utm_content=000031BA&utm_term=10005057&utm_id=WH-TW-Dr-Khu-Rhee-4-covid-curves-blog&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Cross+Program-_-WW_WW-_-WH-TW-Dr-Khu-Rhee-4-covid-curves-blog&cm_mmca1=000031BA&cm_mmca2=10005057&social_post=3521218378&linkId=94966644
[1] https://www.ibm.com/blogs/watson-health/practice-patterns-in-precision-oncology/?utm_medium=OSocial&utm_source=Twitter&utm_content=000036NA&utm_term=10011132&utm_id=WH-TW-Levitan-blog-precision-oncology&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Clinical+Decision+Support-_-WW_WW-_-WH-TW-Levitan-blog-precision-oncology&cm_mmca1=000036NA&cm_mmca2=10011132&social_post=3483162649&linkId=94152203
[1] https://www.ibm.com/blogs/watson-health/patient-reported-data-improve-medication/?utm_medium=OSocial&utm_source=Twitter&utm_content=000031BA&utm_term=10005057&utm_id=WH-TW-Pulse-survey-Tina-M-blog-drug-adherence&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Cross+Program-_-WW_WW-_-WH-TW-Pulse-survey-Tina-M-blog-drug-adherence&cm_mmca1=000031BA&cm_mmca2=10005057&social_post=3512912379&linkId=94624631

Top URLs in Tweet in G8:
[5] https://www.ibm.com/thought-leadership/smart/ai-in-space-xp/?social_post=3509400141&linkId=94457066
[4] https://www.ibm.com/case-studies/scor-se-ai-watson-cloud
[3] https://www.ibm.com/uk-en/watson/ai-customer-service?utm_medium=OSocial&utm_source=Twitter&utm_content=000039KW&utm_term=10013301&utm_id=WatsonAssistantLPtw&cm_mmc=OSocial_Twitter-_-Building+a+Smarter+Business_Customer+Experience-_-EP_EP-_-WatsonAssistantLPtw&cm_mmca1=000039KW&cm_mmca2=10013301&social_post=3495927723&linkId=93949709
[3] https://www.ibm.com/blogs/watson/2020/07/emerge-smarter-with-watson-how-conversational-ai-keeps-us-connected-in-a-post-covid-19-world/?utm_medium=OSocial&utm_source=Twitter&utm_content=000038FL&utm_term=10004432&utm_id=blog-emerge-smarter-with-watson&cm_mmc=OSocial_Twitter-_-Unlock+Cloud+and+AI_Data+and+AI-_-EP_EP-_-blog-emerge-smarter-with-watson&cm_mmca1=000038FL&cm_mmca2=10004432&social_post=3514044713&linkId=94679902
[2] https://medium.com/ibm-watson/ibm-cognos-analytics-watson-studio-cloud-better-together-ac011059878f
[2] https://www.ibm.com/ca-en/events/think-portrait-studio?social_post=3492072737&linkId=94229400
[2] https://data-ai-anz.coriniumintelligence.vfairs.com/
[2] https://www.ibm.com/blogs/watson/2020/04/the-next-generation-of-fighting-financial-crime-with-ai/
[2] https://www.linkedin.com/slink?code=em7cNkM
[2] https://www.verizon.com/about/news/ibm-and-verizon-business-collaborate

Top URLs in Tweet in G9:
[6] https://www.themsphub.com/how-watson-assistant-helps-you-treat-customers-like-vips-blog/?utm_source=twitter&utm_medium=social&utm_campaign=Q4_PWE
[5] https://www.themsphub.com/brand-connected-watson-assistant-ibm-ifttt-partnership/?utm_source=twitter&utm_medium=social&utm_campaign=Q4_PWE
[4] https://www.opm.gov/healthcare-insurance/healthcare/plan-information/plans/#ibmwatsonhello#@inthehighest1
[4] http://www.ibm.com/watson/health/#ibmwatsonhello#@inthehighest1
[4] https://www.themsphub.com/encrypted-workers-in-the-ibm-cloud-kubernetes-services/?utm_source=Twitter&utm_medium=Social&utm_campaign=Q4_PWE
[3] https://developer.ibm.com/blogs/8th-grader-creates-watson-powered-chatbot-to-help-students-plan-for-college/?social_post=3488553107&linkId=93718589
[3] https://www.ibm.com/watson/watson-works?utm_medium=OSocial&utm_source=Twitter&utm_content=000033YX&utm_term=10009339&utm_id=Watson-Works&cm_mmc=OSocial_Twitter-_-IBM+Master+Brand_IBM+Watson-_-WW_WW-_-Watson-Works&cm_mmca1=000033YX&cm_mmca2=10009339&social_post=3476901746&linkId=93270716
[3] https://www.themsphub.com/content/responsive-customer-conversations-with-ibm-watson/?utm_source=Twitter&utm_medium=Social&utm_campaign=Q319_JourneyToAIInfuse
[2] http://www.ibm.com/services/us/gbs/ais/
[2] http://www-03.ibm.com/systems/power/advantages/why-power-systems.html#ibmwatsonhello#@inthehighest1

Top URLs in Tweet in G10:
[2] https://www.ibm.com/blogs/watson/2020/07/lets-talk-about-talent/?social_post=3518905770&linkId=94892645
[1] https://www.ibm.com/watson-advertising/solutions/ibm-weatherfx?social_post=3535340144&linkId=95562034
[1] https://www.ibm.com/watson-advertising/solutions/ibm-advertising-accelerator-with-watson?utm_medium=social&utm_source=twitter&social_post=3514988482&linkId=94718531
[1] https://www.ibm.com/watson-advertising/thought-leadership/what-is-conversational-marketing?utm_medium=social&utm_source=twitter&social_post=3517209370&linkId=94819393
[1] https://www.ibm.com/watson-advertising/solutions/ibm-weatherfx?utm_medium=social&utm_source=twitter&social_post=3520749945&linkId=94946524
[1] https://newsroom.ibm.com/2020-07-30-IBM-and-Influential-Launch-AI-enabled-Social-Targeting-Solution-To-Help-Brands-Identify-Suitable-Influencers?utm_medium=social&utm_source=twitter&social_post=3534287572&linkId=95526938
[1] https://www.ibm.com/blogs/watson/category/trends-and-profiles/?social_post=3506358608&linkId=94345409
[1] https://www.ibm.com/blogs/watson/2019/12/whats-next-for-nlp/?social_post=3513449806&linkId=94658710
[1] https://community.ibm.com/community/user/watsonapps/blogs/daniel-toczala1/2020/07/08/welcome-to-the-build-with-watson-apps-topic-group?social_post=3515464499&linkId=94750536
[1] https://developer.ibm.com/articles/text-mining-and-analysis-from-webex-recordings/?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=3512105370&linkId=94583455

Top Domains
Top Domains in Tweet in Entire Graph:
[242] ibm.com
[122] linkedin.com
[58] techrepublic.com
[39] medium.com
[32] twitter.com
[26] ziftsolutions.com
[23] dy.si
[19] themsphub.com
[17] youtube.com
[16] google.com

Top Domains in Tweet in G1:
[81] linkedin.com
[59] ibm.com
[26] ziftsolutions.com
[15] techrepublic.com
[13] twitter.com
[10] youtube.com
[10] google.com
[6] medium.com
[5] ibmbigdatahub.com
[5] reddit.com

Top Domains in Tweet in G2:
[29] ibm.com
[20] linkedin.com
[14] techrepublic.com
[6] knowlengr.com
[4] twitter.com
[2] datacenterdynamics.com
[2] pharmaphorum.com
[1] industry-of-things.de
[1] cio.de
[1] ndr.de

Top Domains in Tweet in G3:
[10] discudemy.com
[5] ibm.com
[5] crowdcast.io
[5] ascentregtech.com
[3] medium.com
[1] europapress.es
[1] meetup.com
[1] bloorresearch.com
[1] elcandelerotecnologico.com
[1] techrepublic.com

Top Domains in Tweet in G4:
[17] ibm.com
[13] codemotion.com
[7] stwb.co
[6] medium.com
[3] botosynthesis.com
[3] calibraint.com
[2] ibmbigdatahub.com
[2] angel.co
[2] hukum.blog
[1] youtu.be

Top Domains in Tweet in G5:
[4] linkedin.com
[1] medium.com

Top Domains in Tweet in G6:
[4] clouthub.com
[1] ibm.com

Top Domains in Tweet in G7:
[17] ibm.com
[3] medium.com
[3] fortune.com
[2] twitter.com
[1] saintlukeskc.org
[1] techrepublic.com

Top Domains in Tweet in G8:
[32] ibm.com
[11] dy.si
[9] medium.com
[8] linkedin.com
[2] vfairs.com
[2] verizon.com
[1] youtube.com
[1] techrepublic.com
[1] vimeo.com
[1] youtu.be

Top Domains in Tweet in G9:
[20] ibm.com
[19] themsphub.com
[5] google.com
[4] opm.gov
[3] youtube.com
[2] theice.com
[2] office365.com
[1] linkedin.com

Top Domains in Tweet in G10:
[15] ibm.com
[2] on24.com
[1] ibmbigdatahub.com
[1] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[247] ai
[147] ibm
[101] watson
[57] nlp
[51] ibmwatson
[50] chatbot
[38] machinelearning
[36] artificialintelligence
[29] covid19
[26] javascript



Top Hashtags in Tweet in G1:
[29] ai
[29] ibm
[23] watson
[10] covid19
[8] gotalexa
[8] getrdone
[6] ebook
[6] chatbot
[6] ibmwatson
[5] 医療

Top Hashtags in Tweet in G2:
[77] ai
[23] nlp
[11] munichcenter
[10] girlswhocode
[10] womenintech
[8] ibm
[8] python
[6] cdss
[6] patientcentered
[6] covid19

Top Hashtags in Tweet in G3:
[24] javascript
[24] nodejs
[24] 100daysofcode
[21] coding
[21] programming
[21] webdev
[14] watson
[10] blockchain
[10] altchain
[6] developers

Top Hashtags in Tweet in G4:
[18] ai
[17] nlp
[13] ibmwatson
[13] chatbots
[10] preprocessing
[10] voiceassistants
[9] ibm
[9] machinelearning
[7] chatbot
[6] ml

Top Hashtags in Tweet in G5:
[8] ibmwatson
[7] ai
[4] ibmcloud
[3] cloud
[3] ibm
[1] developers
[1] devops
[1] chatbot

Top Hashtags in Tweet in G7:
[18] ai
[14] machinelearning
[9] race
[9] managers
[9] artificialintelligence
[9] cognitivecomputing
[9] deeplearning
[8] healthequity
[8] data
[7] cancer

Top Hashtags in Tweet in G8:
[28] ai
[23] watson
[8] ibm
[6] nlp
[6] watsonassistant
[5] engineering
[5] genz
[5] cimon
[4] watsonstudio
[4] ibmwatson

Top Hashtags in Tweet in G9:
[50] ibm
[14] watsonassistant
[13] ai
[12] iot
[10] watsonworks
[6] ibmer
[6] cto
[4] covid19
[4] cloud
[3] defstar5

Top Hashtags in Tweet in G10:
[12] ai
[8] ibmwatson
[3] nlp
[3] watson
[2] forecastfriday
[1] marketing
[1] preparedness
[1] mdm
[1] uem
[1] maas360

Top Words
Top Words in Tweet in Entire Graph:
[1286] watson
[1242] ibm
[278] ai
[247] #ai
[220] help
[208] chatbot
[206] more
[200] cloud
[185] ibmwatson
[158] powered

Top Words in Tweet in G1:
[325] watson
[308] ibm
[73] ai
[67] chatbot
[59] powered
[56] college
[55] grader
[54] students
[54] covid
[52] 19

Top Words in Tweet in G2:
[128] ibmwatson
[101] watson
[77] #ai
[69] chatbot
[54] 13
[50] year
[50] old
[46] rita
[45] free
[43] ibm

Top Words in Tweet in G3:
[156] ibm
[119] watson
[46] ai
[43] technology
[43] ocean
[42] jr
[41] protocol
[41] gaining
[41] steam
[41] solid

Top Words in Tweet in G4:
[109] watson
[69] ibm
[53] ibmdeveloper
[31] assistant
[29] help
[28] insights
[25] discovery
[24] learn
[23] cloud
[23] build

Top Words in Tweet in G5:
[67] watson
[62] ibm
[53] lite
[51] cloud
[51] services
[50] 40
[50] devops
[50] more
[49] tools
[48] apis

Top Words in Tweet in G6:
[45] ibm
[45] watson
[43] mitchellvii
[41] here's
[41] interview
[41] nick
[41] adams
[41] wrote
[41] trump
[41] churchill

Top Words in Tweet in G7:
[35] ibmwatsonhealth
[28] more
[27] watson
[26] health
[19] ibm
[18] #ai
[14] nearly
[14] #machinelearning
[13] patients
[11] build

Top Words in Tweet in G8:
[40] ibm
[28] #ai
[25] watson
[23] #watson
[20] ai
[19] business
[15] ibmiot
[14] global
[12] ibmwatson
[10] right

Top Words in Tweet in G9:
[50] #ibm
[37] help
[35] watson
[34] thomas_harrer
[30] powered
[29] built
[28] plan
[24] taking
[24] programming
[24] course

Top Words in Tweet in G10:
[42] watson
[24] more
[24] ibm
[18] learn
[14] advertising
[14] help
[13] social
[12] watsonads
[12] aligning
[12] trusted

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[615] ibm,watson
[132] watson,powered
[129] ibm,cloud
[96] covid,19
[78] watson,health
[73] powered,chatbot
[72] 8th,grader
[72] help,students
[72] students,plan
[72] plan,college

Top Word Pairs in Tweet in G1:
[137] ibm,watson
[53] watson,powered
[51] covid,19
[36] watson,studio
[34] powered,chatbot
[33] help,students
[32] 8th,grader
[32] chatbot,help
[32] students,plan
[32] plan,college

Top Word Pairs in Tweet in G2:
[50] 13,year
[50] year,old
[47] #ai,chatbot
[39] rita,#ai
[39] chatbot,built
[39] built,13
[39] old,taking
[39] taking,free
[39] free,ibmwatson
[39] ibmwatson,course

Top Word Pairs in Tweet in G3:
[101] ibm,watson
[41] ocean,protocol
[41] protocol,gaining
[41] gaining,steam
[41] steam,solid
[41] solid,technology
[41] technology,theodore
[41] theodore,tanner
[41] tanner,jr
[41] jr,cto

Top Word Pairs in Tweet in G4:
[35] ibm,watson
[28] watson,assistant
[25] watson,discovery
[23] ibm,cloud
[22] ibmdeveloper,tools
[22] cloud,watson
[22] discovery,watson
[22] assistant,help
[19] take,deep
[19] deep,dive

Top Word Pairs in Tweet in G5:
[51] ibm,cloud
[50] cloud,lite
[50] 40,services
[48] watson,apis
[48] apis,devops
[48] devops,tools
[45] lite,free
[45] free,access
[45] access,40
[45] services,including

Top Word Pairs in Tweet in G6:
[45] ibm,watson
[41] here's,interview
[41] interview,nick
[41] nick,adams
[41] adams,wrote
[41] wrote,trump
[41] trump,churchill
[41] churchill,trying
[41] trying,hosting
[41] hosting,service

Top Word Pairs in Tweet in G7:
[17] ibm,watson
[9] according,study
[9] learn,more
[9] watson,health
[9] world's,best
[9] best,#managers
[9] #managers,use
[9] use,#artificialintelligence
[9] #artificialintelligence,#ai
[9] #ai,#cognitivecomputing

Top Word Pairs in Tweet in G8:
[8] ibm,watson
[7] return,workplace
[7] #watson,#ai
[7] business,operations
[6] ibmwatson,according
[6] according,study
[6] study,tractia
[6] tractia,market
[6] market,opportunity
[6] opportunity,#nlp

Top Word Pairs in Tweet in G9:
[24] taking,#ibm
[24] #ibm,programming
[24] programming,course
[24] course,8th
[24] 8th,grader
[24] grader,built
[24] built,watson
[24] watson,powered
[24] powered,chatbot
[24] chatbot,help

Top Word Pairs in Tweet in G10:
[13] ibm,watson
[13] advertising,social
[12] aligning,trusted
[12] trusted,voices
[12] voices,matters
[12] matters,more
[12] more,ibm
[12] watson,advertising
[12] social,targeting
[12] targeting,influential

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@msf_espana
@cnbc
@vijayasankarv
@polonglin
@ibm
@aklson_ds
@schlieffen
@dukakisdude
@govofco

Top Replied-To in G1:
@bottingkruger

Top Replied-To in G3:
@msf_espana
@ibm
@elaineschwartz_
@bindureddy
@thomasm_geo
@talialikeitis
@coreydesir
@hashtag_cyber
@narendramodi

Top Replied-To in G5:
@ibmwatson

Top Replied-To in G7:
@chullu07

Top Replied-To in G9:
@realdonaldtrump
@jimcramer
@scclemons
@skyhodl
@inthehighest_1

Top Replied-To in G10:
@drsophiao

Top Mentioned
Top Mentioned in Entire Graph:
@ibmwatson
@ibm
@ibmdeveloper
@mitchellvii
@ibmcloud
@ocean_tracker
@ibmwatsonhealth
@thomas_harrer
@javascriptfeed
@ibmiot

Top Mentioned in G1:
@plugportal
@michaelnishiki
@bizdevgcc
@newzcomau
@federalistno78

Top Mentioned in G2:
@ibmwatson
@techrepublic
@caffeinate_adam
@ajnaddell
@wnbt1959
@womenwhocode
@sciencenews
@p_pattaravadee
@peterdkramer
@stemettes

Top Mentioned in G3:
@ibm
@ocean_tracker
@javascriptfeed
@ibmwatson
@theankurtyagi
@tobiasramzy
@igent_io
@here
@ringcentraldevs
@galilu

Top Mentioned in G4:
@ibmdeveloper
@codemotionit
@hashnode
@sharichiara
@didicodes
@jgperrin
@coderoflagos
@dd_invest
@ibmwatson
@tschaeck

Top Mentioned in G5:
@ibmcloud
@grosqmichi
@ibm
@s_carioni
@massiloa
@ibmdeveloper
@codemotionit

Top Mentioned in G6:
@mitchellvii

Top Mentioned in G7:
@ibmwatsonhealth
@hubbucket
@ibmwatson
@dankwairene
@petraschultzrx
@kyurheemd
@scm_ronald
@ibmdeveloper
@tinamoenpharmd
@fortunemagazine

Top Mentioned in G8:
@ibmiot
@ibmwatson
@ibmcctr
@ibmfintech
@bluwaveai
@ibmeurope
@ibmdeveloper
@rwlord
@aaairom
@coastw

Top Mentioned in G9:
@thomas_harrer
@theibmmspteam
@inthehighest1
@ibmnews
@realdonaldtrump
@bitcoin
@skyhodl
@ibmwatsonhealth
@ibmeurope
@squawkstreet

Top Mentioned in G10:
@watsonads
@ibmwatson
@ibmasiapacific
@bbrrnndd
@ibmnews
@ibmsecurity
@ibmrt

Top Tweeters
Top Tweeters in Entire Graph:
@joefreedomlove
@chidambara09
@wrikent3500
@miltonespinozaf
@aaroncuddeback
@gambiste1
@mrcoollooking75
@schestowitz
@kenkircher1
@thehill

Top Tweeters in G1:
@wrikent3500
@sivanakai
@jhamby
@takeddls
@newzcomau
@suriyasubraman
@sawakiseita
@datosfavoritos
@theandybabic
@bettyagnelli

Top Tweeters in G2:
@mrcoollooking75
@femtech_
@trippbraden
@ssxman2
@stockscout1
@bwdreyer
@katylied67
@womencodersbot
@jamesvgingerich
@techrepublic

Top Tweeters in G3:
@aaroncuddeback
@taieb_bot
@xaelbot
@learn__together
@dataaugmented
@redianbot
@codegnuts
@davidvorpe65
@nlognbot
@thedeveloperbot

Top Tweeters in G4:
@entwistletx
@hubofml
@greentechdon
@ginidietrich
@florciampoli
@qualityisarul3
@ibmdeveloper
@blkhwk0ps
@spinsucks
@cspenn

Top Tweeters in G5:
@santchiweb
@dcarsoncpa
@virboy21
@i4yjaja
@albertan48
@mums27
@pandey909
@alxxrt
@ibmcloud
@futuredude

Top Tweeters in G6:
@joefreedomlove
@miltonespinozaf
@icare4america16
@alicia45kag
@rettinol
@paphotog
@gigito31959
@vancliffdesign
@joyce_macri
@usalovestrumpz

Top Tweeters in G7:
@rosenchild
@hubbucket
@fortunemagazine
@thecuriousluke
@iamchuckrussell
@motorcycletwitt
@mikequindazzi
@diversityup
@joseperezjr01
@social_molly

Top Tweeters in G8:
@tmmmarshall
@scitechmachine
@enerphyschem
@naashonomics
@yogeshbang
@graemeknows
@peterlorenz58
@anantasak
@ozyind
@andresvarela

Top Tweeters in G9:
@thehill
@topcybernews
@jesirok
@jimcramer
@inthehighest1
@theibmmspteam
@majorexxt
@quebreda
@realdonaldtrump
@allmightyvon_

Top Tweeters in G10:
@wboricua98
@nickhtang
@ibmsecurity
@dbuttera_ibm
@lidodaduvhat26
@jaychance12
@burucu_osman
@ibmnews
@technewsbot1
@ibmasiapacific