ibm watson, Twitter, 4/27/2020 2:21:01 AM, 225620
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ibm watson_2020-04-25_23-23-34.xlsx
ibm watson_2020-04-25_23-23-34.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
April 27, 2020
Short Description:
ibm watson via NodeXL https://bit.ly/359yEia
@ibmnews
@ibm
@ibmwatson
@ibmcloud
@renatam26052317
@ibmdeveloper
@thomas_harrer
@ibmwatsonhealth
@thecuriousluke
@hoffman11my

Top hashtags:
#ibm
#ai
#covid19
#watson
#machinelearning
#nlp
#ibmwatson
#ad

Description:
Description
The graph represents a network of 2,140 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, 26 April 2020 at 06:24 UTC.

The requested start date was Sunday, 26 April 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, 8-hour, 33-minute period from Sunday, 12 April 2020 at 00:14 UTC to Saturday, 25 April 2020 at 08:48 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 : 2140
Unique Edges : 1491
Edges With Duplicates : 2828
Total Edges : 4319
Number of Edge Types : 5
Tweet : 870
Mentions : 633
Retweet : 1145
MentionsInRetweet : 1476
Replies to : 195
Self-Loops : 913
Reciprocated Vertex Pair Ratio : 0.0198070086338243
Reciprocated Edge Ratio : 0.0388446215139442
Connected Components : 624
Single-Vertex Connected Components : 392
Maximum Vertices in a Connected Component : 965
Maximum Edges in a Connected Component : 2728
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.863456
Graph Density : 0.000438671228148362
Modularity : 0.488605
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 2,140 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, 26 April 2020 at 06:24 UTC.

The requested start date was Sunday, 26 April 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, 8-hour, 33-minute period from Sunday, 12 April 2020 at 00:14 UTC to Saturday, 25 April 2020 at 08:48 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:
[39] https://www.theregister.co.uk/2020/04/23/ibm_watson_gpu_cluster_brexits/
[29] https://zpy.io/ca/a3ca4e2c
[26] https://www.ibm.com/watson/jp-ja/developercloud/personality-insights.html
[20] https://zpy.io/ca/509196b2
[15] https://venturebeat.com/2020/04/20/allergy-insights-with-watson-uses-ai-to-predict-allergy-symptom-risk/amp/?__twitter_impression=true
[14] https://www.ibm.com/watson/covid-response
[14] https://geneticliteracyproject.org/2018/09/10/can-artificial-intelligence-give-us-a-more-efficient-health-care-system/
[12] 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
[12] https://wired.jp/2016/09/05/ibm-watson-film-trailer/
[11] https://zpy.io/ca/64f8a0fe

Top URLs in Tweet in G1:
[12] 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
[8] https://www.ibm.com/watson/jp-ja/developercloud/personality-insights.html
[6] https://algorithmxlab.com/blog/ibm-watson-what-you-need-to-know-2/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[6] https://www.theregister.co.uk/2020/04/23/ibm_watson_gpu_cluster_brexits/
[6] https://www.lemondeinformatique.fr/actualites/lire-rgpd-post-brexit-ibm-transfere-le-cluster-gpu-de-watson-ml-a-francfort-78879.html
[5] https://www.ibm.com/watson/covid-response
[4] https://www.intec.co.uk/ibm-watson-recruitment/
[4] https://www.ibm.com/cloud/blog/announcements/watson-machine-learning-gpu-cluster-migration-from-london-to-frankfurt
[3] https://www.ibm.com/blogs/watson-health/covid-19-screening-and-triage/
[3] https://newsroom.ibm.com/2020-04-02-IBM-Offers-Watson-Assistant-for-Citizens-to-Provide-Responses-to-COVID-19-Questions

Top URLs in Tweet in G2:
[6] https://www.ibm.com/watson/covid-response
[6] http://knowlengr.com/machine-intelligence/ibm-watson/why-computers-and-doctors-need-narratology/
[5] https://plus.kuppingercole.com/article/ev80232/ibm-watson/
[4] https://thingstream.io/resources/mqtt-mqtt-sn-ibm-watson/?utm_campaign=Inflow&utm_content=126251589&utm_medium=social&utm_source=twitter&hss_channel=tw-861944341111164928
[4] https://www.youtube.com/watch?v=d0aKwo4LLZk&feature=youtu.be

[3] https://www.ibm.com/watson/covid-response?social_post=3287721303&linkId=86900034
[2] https://www.linkedin.com/posts/torstenvolk_ibm-watson-stackoverflow-activity-6658014652611514368-ZTQx
[2] https://m.huffpost.com/us/entry/us_1301691
[2] https://www.youtube.com/watch?v=kclsWqSax9Q&feature=youtu.be

[2] https://www.computer.org/publications/tech-news/research/ibm-thomas-j-watson-sr-pater-familias-culture

Top URLs in Tweet in G3:
[3] https://www.ibm.com/blogs/business-partners/a-novel-virus-calls-for-a-novel-chatbot/?social_post=3282201002&linkId=86712596
[3] https://www.linkedin.com/slink?code=eH9dEbv
[2] https://www.readyharris.org/?linkId=86813199
[2] https://www.ibm.com/watson/covid-response?utm_medium=OSocial&utm_source=Twitter&utm_content=000033YX&utm_term=10009339&utm_id=covid19&cm_mmc=OSocial_Twitter-_-IBM+Master+Brand_IBM+Watson-_-WW_WW-_-covid19&cm_mmca1=000033YX&cm_mmca2=10009339&social_post=3244464287&linkId=85691370
[2] https://www.ibm.com/blogs/watson-health/governments-agencies-rising-challenge-of-covid-19/?utm_medium=OSocial&utm_source=Twitter&utm_content=000036NB&utm_term=10011130&utm_id=WH-TW-govt+agencies+rise+to+covid+by+david+nelson&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Management+Decision+Support-_-WW_WW-_-WH-TW-govt+agencies+rise+to+covid+by+david+nelson&cm_mmca1=000036NB&cm_mmca2=10011130&social_post=3275054555&linkId=86470283&es_p=11566505
[1] https://video.foxbusiness.com/v/6146591489001/#sp=show-clips
[1] https://newsroom.ibm.com/2020-04-02-IBM-Offers-Watson-Assistant-for-Citizens-to-Provide-Responses-to-COVID-19-Questions?social_post=3244068717&linkId=85678430
[1] https://newsroom.ibm.com/2020-04-15-CIMON-2-Masters-Its-Debut-on-the-International-Space-Station?social_post=3279116475&linkId=86613726
[1] https://www.computerweekly.com/news/252481083/Coronavirus-Welsh-National-Health-Service-preps-Watson-powered-chatbot?linkId=85757519
[1] https://www.ibm.com/case-studies/eri-bancaire-watson-cloud?social_post=3278873267&linkId=86604144

Top URLs in Tweet in G4:
[2] https://www.theregister.co.uk/2020/04/23/ibm_watson_gpu_cluster_brexits/
[1] https://www.ibm.com/watson/natural-language-processing?cm_mmc=OSocial_Linkedin-_-Watson+AI_Watson+Core+-+Platform-_-WW_WW-_-NLP+Page&cm_mmca1=000036IU&cm_mmca2=10010585&social_post=3200461320&linkId=84343099&es_p=11589143
[1] https://medium.com/ibm-watson/covid-19-are-your-virtual-assistants-answers-up-to-date-c9e1ba70eb65?source=rss----22a2beb5a88a---4&es_p=11589156
[1] https://www.ibm.com/blogs/think/2019/12/in-telecom-watson-assistant-begins-to-scale-growing-150-year-over-year/?utm_campaign=everyonesocial&utm_source=254220&utm_medium=twitter&es_p=11589050
[1] https://www.ibm.com/watson/covid-response?social_post=3287721303&linkId=86900034&es_p=11603323
[1] https://www.ibm.com/blogs/watson/2020/03/building-nlp-models-from-out-of-the-box-to-customization/?social_post=3197913362&linkId=84289794&es_p=11589075
[1] https://www.linkedin.com/slink?code=d9YDHmn
[1] https://www.linkedin.com/slink?code=eXNU8RN
[1] https://www.ibm.com/cloud/blog/announcements/watson-studio-gpu-notebook-now-generally-available
[1] https://developer.ibm.com/articles/classify-images-with-watson-machine-learning-accelerator/?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=3278578803&linkId=86593913&es_p=11572831

Top URLs in Tweet in G5:
[8] https://www.ibm.com/watson/covid-response?utm_medium=OSocial&utm_source=Twitter&utm_content=000033YX&utm_term=10009339&utm_id=COVID-19&cm_mmc=OSocial_Twitter-_-IBM+Master+Brand_IBM+Watson-_-WW_WW-_-COVID-19&cm_mmca1=000033YX&cm_mmca2=10009339
[5] https://www.ibm.com/blogs/think/2020/04/technology-can-help-the-lonely-elderly-endure-social-distancing/?utm_campaign=everyonesocial&utm_source=260307&utm_medium=twitter&es_p=11510516
[3] https://www.ibm.com/account/reg/in-en/signup?formid=urx-43430
[2] https://londontechweek.videomarketingplatform.co/digital-series-2020-build-resilient?utm_source=twitter-f&utm_medium=social&utm_campaign=ai-content-ibm-webinar-1
[2] https://www.ibm.com/blogs/watson-health/covid-19-screening-and-triage/
[2] https://lexfridman.com/david-ferrucci/
[1] https://www.ibm.com/products/dynamed-and-micromedex-with-watson?utm_medium=OSocial&utm_source=Twitter&utm_content=000036NC&utm_term=10005057&utm_id=WH-TW-provider-micromedx+dynamed+landing+page&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Clinical+Decision+Support-_-WW_WW-_-WH-TW-provider-micromedx+dynamed+landing+page&cm_mmca1=000036NC&cm_mmca2=10005057&social_post=3284902304&linkId=86981276
[1] https://www.ibm.com/blogs/watson-health/governments-agencies-rising-challenge-of-covid-19/?utm_medium=OSocial&utm_source=Twitter&utm_content=000036NB&utm_term=10011130&utm_id=WH-TW-govt+agencies+rise+to+covid+by+david+nelson&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Management+Decision+Support-_-WW_WW-_-WH-TW-govt+agencies+rise+to+covid+by+david+nelson&cm_mmca1=000036NB&cm_mmca2=10011130&social_post=3275054555&linkId=86470283
[1] https://www.ibm.com/blogs/watson-health/covid-19-screening-and-triage/?utm_medium=OSocial&utm_source=Twitter&utm_content=000031BP&utm_term=10011130&utm_id=WH-TW-Simpler+blog+on+Desert+Sage+COVID+clinic+standup&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Management+Decision+Support-_-WW_WW-_-WH-TW-Simpler+blog+on+Desert+Sage+COVID+clinic+standup+&cm_mmca1=000031BP&cm_mmca2=10011130&social_post=3279960846&linkId=86635258
[1] https://www.ibm.com/products/marketscan-research-databases?utm_medium=OSocial&utm_source=Twitter&utm_content=000036MX&utm_term=10005057&utm_id=WH-TW-life+sciences-marketscan+homepage&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Management+Decision+Support-_-WW_WW-_-WH-TW-life+sciences-marketscan+homepage&cm_mmca1=000036MX&cm_mmca2=10005057&social_post=3282074192&linkId=86708872

Top URLs in Tweet in G6:
[7] https://developer.ibm.com/series/learning-path-get-started-with-natural-language-processing/?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=3266056494&linkId=86267750
[5] https://euvsvirus.org
[3] https://www.meetup.com/IBM-Developers/events/270193002/
[3] https://www.meetup.com/IBM-Cloud-Dublin/events/269936453/
[3] https://developer.ibm.com/series/learning-path-get-started-with-natural-language-processing/?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=3266059637&linkId=86267837
[3] https://ibm.biz/BdqfgC
[2] https://developer.ibm.com/tutorials/create-a-voice-enabled-covid-19-chatbot-using-node-red/?utm_medium=OSocial&utm_source=Twitter&utm_content=000039JL&utm_term=10008917&utm_id=2020-cfc&cm_mmc=OSocial_Twitter-_-Audience+Developer_Developer+Conversation-_-WW_WW-_-2020-cfc_ov75914&cm_mmca1=000039JL&cm_mmca2=10008917&social_post=3236540217&linkId=85431338
[2] https://developer.ibm.com/tutorials/create-a-covid-19-chatbot-embedded-on-a-website/?utm_medium=OSocial&utm_source=Twitter&utm_content=000039JL&utm_term=10008917&utm_id=2020-cfc&cm_mmc=OSocial_Twitter-_-Audience+Developer_Developer+Conversation-_-WW_WW-_-2020-cfc_ov75914&cm_mmca1=000039JL&cm_mmca2=10008917&social_post=3235951216&linkId=85406742
[2] https://developer.ibm.com/patterns/build-an-avatar-based-mobile-chatbot-powered-with-ai-and-ar-capabilities/?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=3263448216&linkId=86232068
[2] https://developer.ibm.com/callforcode/?utm_medium=OSocial&utm_source=Blog&utm_content=000031SE&utm_term=10008401&utm_id=SaurabhM&cm_mmc=OSocial_Blog-_-Audience+Developer_Developer+Conversation-_-IN_IN-_-SaurabhM&cm_mmca1=000031SE&cm_mmca2=10008401

Top URLs in Tweet in G7:
[8] https://www.themsphub.com/how-watson-assistant-helps-you-treat-customers-like-vips-blog/?utm_source=twitter&utm_medium=social&utm_campaign=Q4_PWE
[7] https://www.themsphub.com/brand-connected-watson-assistant-ibm-ifttt-partnership/?utm_source=twitter&utm_medium=social&utm_campaign=Q4_PWE
[5] https://medium.com/design-ibm/ibm-watson-openscale-wins-an-ai-excellence-award-b9f60d9372bc?source=rss----9d530348b622---4&es_p=11564062
[4] https://medium.com/design-ibm/ibm-watson-openscale-wins-an-ai-excellence-award-b9f60d9372bc?source=rss----9d530348b622---4&es_p=11565745
[4] https://www.ibm.com/cloud/blog/deep-learning-with-ibm-visual-insights-and-schematics
[3] https://www.themsphub.com/encrypted-workers-in-the-ibm-cloud-kubernetes-services/?utm_source=Twitter&utm_medium=Social&utm_campaign=Q4_PWE
[2] https://www.linkedin.com/slink?code=d9YDHmn
[2] https://www.linkedin.com/slink?code=dPie4sp
[2] https://ibm.biz/Bdqf2v?social_post=3295313679&linkId=87165119
[2] https://developer.ibm.com/articles/classify-images-with-watson-machine-learning-accelerator/?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=3278578803&linkId=86593913&es_p=11575049

Top URLs in Tweet in G8:
[4] https://www.ibm.com/blogs/research/2020/03/enterprise-ai-pipeline/
[4] https://www.readyharris.org/?linkId=86813199
[3] https://www.ibm.com/internet-of-things/learn/munich-iot-center
[1] https://www.ibm.com/blogs/think/2020/03/how-ibm-is-advancing-ai/
[1] https://de.newsroom.ibm.com/2020-04-15-Auch-CIMON-2-meistert-seinen-Einstand-auf-der-ISS
[1] https://www.tagesschau.de/wirtschaft/boerse/blockchain-corona-101.html
[1] https://www.onlinepc.ch/software/kuenstliche-intelligenz/ki-internet-dinge-revolutioniert-2529910.html
[1] https://twitter.com/IBM_IndustryLab/status/1249958918836703234
[1] https://www.ibm.com/watson/covid-response
[1] https://de.newsroom.ibm.com/2020-04-21-Virtueller-KI-Assistent-von-IBM-unterstutzt-Unternehmen-bei-der-Beantwortung-von-COVID-19-Fragen

Top URLs in Tweet in G9:
[1] https://www.ibm.com/blogs/research/2019/09/building-quantum-skills/

Top URLs in Tweet in G10:
[28] https://zpy.io/ca/a3ca4e2c
[20] https://zpy.io/ca/509196b2
[14] https://geneticliteracyproject.org/2018/09/10/can-artificial-intelligence-give-us-a-more-efficient-health-care-system/
[11] https://zpy.io/ca/64f8a0fe
[2] https://zpy.io/ca/454dd3ae
[2] https://www.ibm.com/blogs/digital-transformation/in-en/blog/ibm-services-breakthrough-partnerships-future-group-optimizes-energy-consumption-with-a-watson-iot-solution/
[2] https://www.ibm.com/cloud/blog/2020-watson-studio-webinar-playlist
[1] https://www.independent.co.uk/life-style/gadgets-and-tech/news/artificial-intelligence-ibm-watson-ai-language-idiom-a9391166.html
[1] https://www.ibm.com/blogs/ibm-training/watson-iot-academy-moves-to-skills-gateway-new-opportunities-to-build-your-skills/

Top Domains
Top Domains in Tweet in Entire Graph:
[310] ibm.com
[146] linkedin.com
[63] medium.com
[62] zpy.io
[57] twitter.com
[49] co.uk
[36] youtube.com
[22] venturebeat.com
[19] themsphub.com
[14] healthcareitnews.com

Top Domains in Tweet in G1:
[102] ibm.com
[63] linkedin.com
[27] medium.com
[24] twitter.com
[14] co.uk
[11] youtube.com
[11] ziftsolutions.com
[7] com.ar
[6] dy.si
[6] algorithmxlab.com

Top Domains in Tweet in G2:
[29] ibm.com
[15] youtube.com
[13] linkedin.com
[8] twitter.com
[6] kuppingercole.com
[6] knowlengr.com
[5] medium.com
[4] thingstream.io
[3] eventbrite.com
[2] huffpost.com

Top Domains in Tweet in G3:
[13] ibm.com
[7] linkedin.com
[2] readyharris.org
[1] foxbusiness.com
[1] computerweekly.com
[1] seismic.com
[1] on24.com
[1] lopezdoriga.com
[1] ibmbigdatahub.com
[1] cnn.com

Top Domains in Tweet in G4:
[7] ibm.com
[3] linkedin.com
[2] co.uk
[1] medium.com
[1] twitter.com

Top Domains in Tweet in G5:
[34] ibm.com
[3] videomarketingplatform.co
[2] lexfridman.com
[1] medium.com

Top Domains in Tweet in G6:
[22] ibm.com
[6] meetup.com
[6] ibm.biz
[5] euvsvirus.org
[3] twitter.com
[2] slash.berlin
[2] blogsaays.com
[2] medium.com
[2] zoom.us
[1] ics.ie

Top Domains in Tweet in G7:
[24] linkedin.com
[19] themsphub.com
[13] medium.com
[12] ibm.com
[2] ibm.biz
[1] giz.de
[1] finextra.com
[1] youtube.com
[1] founderslist.com
[1] tweetedtimes.com

Top Domains in Tweet in G8:
[12] ibm.com
[4] readyharris.org
[2] twitter.com
[1] tagesschau.de
[1] onlinepc.ch

Top Domains in Tweet in G9:
[1] ibm.com

Top Domains in Tweet in G10:
[61] zpy.io
[14] geneticliteracyproject.org
[5] ibm.com
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[316] ibm
[220] ai
[180] covid19
[154] watson
[103] machinelearning
[65] nlp
[64] ibmwatson
[62] ad
[50] artificialintelligence
[49] ibmresearch



Top Hashtags in Tweet in G1:
[55] ibm
[37] watson
[34] ai
[17] ibmcloud
[15] covid19
[12] ibmwatson
[12] meetyoursecondlife
[12] 適職診断
[12] セカンドライフ
[8] artificialintelligence

Top Hashtags in Tweet in G2:
[66] covid19
[39] ai
[28] watson
[28] ibm
[9] machinelearning
[9] 코로나19
[8] ml
[8] artificialintelligence
[8] wfh
[6] stackoverflow

Top Hashtags in Tweet in G3:
[10] watson
[8] ibm
[5] ibmcloud
[5] ai
[4] artificialintelligence
[3] ibmpartners
[3] covid19
[2] who
[2] iot
[2] iss

Top Hashtags in Tweet in G4:
[2] privatebanking
[2] publiccloud
[2] cloud
[2] kubernetes
[2] security
[1] brexit
[1] ibm
[1] watson
[1] openscale
[1] opensource

Top Hashtags in Tweet in G5:
[34] ibm
[34] covid19
[24] lonely
[12] healthheroes
[11] datasets
[11] lean
[10] uk
[8] coronavirus
[4] ai
[3] closedcaptioning

Top Hashtags in Tweet in G6:
[24] ai
[14] callforcode
[11] nlp
[9] ibmcloud
[9] watson
[9] ibm
[6] deeplearning
[6] euvsvirus
[6] innovation
[6] covid19

Top Hashtags in Tweet in G7:
[46] ibm
[40] ai
[25] watson
[17] watsonassistant
[17] iot
[16] covid19
[11] ibmwatson
[8] tunisia
[7] openscale
[7] datascience

Top Hashtags in Tweet in G8:
[67] ibm
[49] ibmresearch
[46] nlp
[23] covid19
[12] texas
[9] smm
[8] defstar5
[8] ibmer
[6] watson
[6] munich

Top Hashtags in Tweet in G10:
[77] machinelearning
[61] ad
[26] datascience
[25] digitalhealth
[25] healthtech
[25] ibmwatson
[25] bigdata
[19] artificialintelligence
[14] dataanalytics
[14] deeplearning

Top Words
Top Words in Tweet in Entire Graph:
[1484] Words in Sentiment List#1: Positive
[726] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[49353] Non-categorized Words
[51563] Total Words
[1719] watson
[1656] ibm
[335] assistant
[315] #ibm
[291] citizens

Top Words in Tweet in G1:
[372] ibm
[352] watson
[72] ai
[68] covid
[67] 19
[54] #ibm
[37] #watson
[37] assistant
[35] thomas
[34] #ai

Top Words in Tweet in G2:
[193] ibm
[146] watson
[97] ibmwatson
[66] assistant
[66] #covid19
[54] help
[39] trained
[39] #ai
[39] fight
[35] integrated

Top Words in Tweet in G3:
[193] ibm
[176] watson
[143] ibmnews
[133] citizens
[78] cimon
[77] space
[77] stress
[76] powered
[76] debuted
[76] international

Top Words in Tweet in G4:
[89] watson
[81] ibm
[69] ibmcloud
[52] cloud
[49] lite
[49] free
[49] access
[49] 40
[49] services
[49] including

Top Words in Tweet in G5:
[76] watson
[58] ibmwatsonhealth
[51] ibm
[45] yuli_sidharta
[43] accurate
[42] citizens
[40] access
[39] assistant
[38] help
[38] provide

Top Words in Tweet in G6:
[47] watson
[30] using
[26] ibmdeveloper
[24] #ai
[21] assistant
[20] virtual
[17] meetup
[17] mobile
[16] natural
[16] language

Top Words in Tweet in G7:
[46] #ibm
[41] ibm
[40] #ai
[38] watson
[25] #watson
[18] customers
[18] data
[17] #watsonassistant
[17] ai
[17] develop

Top Words in Tweet in G8:
[85] watson
[67] #ibm
[57] thomas_harrer
[49] #ibmresearch
[49] once
[49] again
[47] project
[47] debater
[46] begin
[46] integrating

Top Words in Tweet in G9:
[3] watson
[3] ibm
[3] computer
[2] missesj3
[2] still
[2] find
[2] odd
[2] open
[2] sourced
[2] quantum

Top Words in Tweet in G10:
[93] watson
[90] ibm
[77] #machinelearning
[61] #ad
[43] machinelearnflx
[28] artificial
[28] intelligence
[28] cognitive
[28] computing
[26] #datascience

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[812] ibm,watson
[276] watson,assistant
[236] covid,19
[184] assistant,citizens
[176] ibmnews,ibm
[121] watson,powered
[113] space,station
[111] international,space
[109] successfully,completed
[108] powered,cimon

Top Word Pairs in Tweet in G1:
[173] ibm,watson
[65] covid,19
[35] watson,assistant
[32] thomas,watson
[20] watson,ibm
[20] watson,openscale
[19] assistant,citizens
[18] london,frankfurt
[17] watson,powered
[15] #ibm,#watson

Top Word Pairs in Tweet in G2:
[51] ibm,watson
[49] watson,assistant
[39] ibm,trained
[37] help,fight
[37] fight,#covid19
[37] #covid19,ibm
[37] trained,watson
[36] ibmwatson,help
[34] assistant,easily
[34] easily,integrated

Top Word Pairs in Tweet in G3:
[149] ibm,watson
[138] ibmnews,ibm
[76] watson,powered
[76] powered,cimon
[76] cimon,debuted
[76] debuted,international
[76] international,space
[76] space,station
[76] station,successfully
[76] successfully,completed

Top Word Pairs in Tweet in G4:
[49] ibm,cloud
[49] cloud,lite
[49] lite,free
[49] free,access
[49] access,40
[49] 40,services
[49] services,including
[49] including,watson
[49] watson,apis
[49] apis,devops

Top Word Pairs in Tweet in G5:
[39] watson,assistant
[39] assistant,citizens
[38] ibm,watson
[32] provide,quick
[32] quick,access
[32] access,latest
[32] latest,accurate
[32] accurate,local
[32] local,information
[32] information,ibm

Top Word Pairs in Tweet in G6:
[18] watson,assistant
[16] natural,language
[16] language,processing
[14] mobile,app
[14] watson,natural
[13] virtual,meetup
[11] create,mobile
[11] app,join
[11] meetup,discover
[11] discover,connect

Top Word Pairs in Tweet in G7:
[16] helping,customers
[16] customers,develop
[16] develop,products
[16] products,end
[16] end,users
[16] users,chameleon
[16] chameleon,took
[16] took,look
[16] look,data
[16] data,make

Top Word Pairs in Tweet in G8:
[49] once,again
[48] thomas_harrer,#ibm
[47] project,debater
[46] #ibm,begin
[46] begin,integrating
[46] integrating,#nlp
[46] #nlp,features
[46] features,developed
[46] developed,project
[46] debater,watson

Top Word Pairs in Tweet in G9:
[2] still,find
[2] find,odd
[2] odd,open
[2] open,sourced
[2] sourced,ibm
[2] ibm,watson
[2] watson,quantum
[2] quantum,computer
[2] computer,dont
[2] dont,know

Top Word Pairs in Tweet in G10:
[87] ibm,watson
[61] #machinelearning,#ad
[31] watson,#machinelearning
[28] watson,artificial
[28] artificial,intelligence
[28] intelligence,cognitive
[28] cognitive,computing
[28] computing,#machinelearning
[25] doctors,credit
[25] credit,ibm

Top Replied-To
Top Replied-To in Entire Graph:
@ibmwatson
@billgates
@aklson_ds
@chamath
@ibmsystems
@bottingkruger
@smaurizi
@ibmcloud
@jeraldino82
@mivozmipalabra

Top Replied-To in G1:
@bottingkruger

Top Replied-To in G2:
@ibmwatson
@ibmsystems
@bscotttodd
@vinatpt
@ibm
@usccfbiz4good
@sdobrin
@ibmindustries
@johnkevinmuu
@fastcompany

Top Replied-To in G3:
@ibmnews
@billgates

Top Replied-To in G4:
@ibmcloud
@_th1nk3r

Top Replied-To in G6:
@codemeetup

Top Replied-To in G7:
@ibmtraining
@rvp

Top Replied-To in G9:
@missesj3

Top Mentioned
Top Mentioned in Entire Graph:
@ibmnews
@ibm
@ibmwatson
@ibmcloud
@ibmwatsonhealth
@thomas_harrer
@yuli_sidharta
@machinelearnflx
@eastunltd
@ibmdeveloper

Top Mentioned in G1:
@intec_systems
@mpallage
@kazukazu0102
@wakoppa
@cybersec2030
@hybrid_circle
@abhisheksinha_
@jamesmichaelcr6

Top Mentioned in G2:
@ibm
@ibmwatson
@youtube
@cdcgov
@ibmiot
@ibmnews
@usembassyseoul
@ibmwatsonmedia
@peterdkramer
@kuppingercole

Top Mentioned in G3:
@ibmnews
@ibmpartners
@ronaldvelten
@ibm
@robdthomas
@who
@filamentai
@scm_ronald
@mikepottertd
@dag_dom

Top Mentioned in G4:
@ibmcloud
@quinnypig
@victorlfandino
@googlenews
@gordy_mc1ntosh
@ibmpartners
@pierrekauffmann
@aaairom
@tinkersec
@dakacki

Top Mentioned in G5:
@ibmwatsonhealth
@yuli_sidharta
@kasslermd
@peggy_mcshane
@weatherchannel
@weathercompany
@ibmnews
@hubbucket
@prosumersoft
@ibm_uk_news

Top Mentioned in G6:
@ibmdeveloper
@nodejs
@jessieevaline
@ibm_in
@ibmcloudant
@here
@daltonology
@wtejada223
@callforcode
@luketechire

Top Mentioned in G7:
@theibmmspteam
@sdegrace
@__racha
@aaairom
@botpb67
@techdata_ibm
@marjourie_w
@soulliers
@ibmnews
@ibmwatson

Top Mentioned in G8:
@thomas_harrer
@annettehodapp
@ibmnews
@amartin171
@ibmresearch
@acspmse
@ibmwatson
@therab
@ibmiot
@mmaushart

Top Mentioned in G9:
@isitmadness01
@hogansgoat2423
@dragonflyglitta
@rterriers2
@lovellastroude
@meemzertrudy
@wtwtwcwwg1
@4heartandsoul
@greenmike16

Top Mentioned in G10:
@machinelearnflx
@aihealth1
@gentackle
@mikepottertd
@ibmiotsupport

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@robre62
@quibellpaul
@chidambara09
@evankirstel
@politicalhedge
@aaroncuddeback
@schestowitz
@startupnws
@ancalerts

Top Tweeters in G1:
@flavio58
@evanderburg
@radnalco
@call_user_func
@growthhackers
@spdk5yn9miki
@eprnetwork
@derektmckinney
@anith
@bewickwren

Top Tweeters in G2:
@patrickmarierom
@lovegahun
@cnn
@flatearthcity
@fastcompany
@forbes
@iconversations
@thecuriousluke
@kirara20545
@risetoflyy

Top Tweeters in G3:
@billnigh
@medicalquack
@silentseawolf
@tmmmarshall
@meladalklimat
@tufkaa
@stem_nastics
@leszektojatak
@blackhairsalons
@dreamytravels

Top Tweeters in G4:
@santchiweb
@otdon
@tinstargames
@sadandmadusa
@i4yjaja
@bbox
@twanomatic2
@hacks4pancakes
@francedevops
@thestrayworld

Top Tweeters in G5:
@rosenchild
@joshgalka88
@hubbucket
@msnbc
@ksl5tv
@maddowblog
@andreasht
@andrejbr
@maddow
@peterlavers

Top Tweeters in G6:
@bizcom
@lucasoft_co_uk
@ibmdeveloper
@deepindex
@drahmadbazzi
@hansb001
@eu_commission
@kirstengraham
@here
@glenn_a_allen

Top Tweeters in G7:
@aaroncuddeback
@rvp
@zimei_no_ri
@calcaware
@taieb_bot
@nicochan33
@entwistletx
@websecurityit
@xzpwedvhhh37i3c
@dylanstrain

Top Tweeters in G8:
@topcybernews
@jesirok
@therab
@majorexxt
@callmenickwoods
@ancarrillo964
@digitalnaiv
@redbizzle131
@carlyblit
@meyoumusicboy

Top Tweeters in G9:
@reelect20
@meemzertrudy
@lavenderlives
@_twiceborn_
@17thops
@tf0620
@paulconservativ
@rterriers
@adrienne711
@dragonflyglitta

Top Tweeters in G10:
@chidambara09
@machinelearnflx
@2601manish
@akdm_bot
@web_pixelportal
@hubofml
@machine_ml
@edrc30
@technojeder
@msarozz


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