ibm watson, Twitter, 4/18/2021 7:10:51 AM, 253000


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ibm watson_2021-04-17_20-35-20.xlsx
ibm watson_2021-04-17_20-35-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 18, 2021
Short Description:
ibm watson via NodeXL https://bit.ly/3akO7Qf
@ibm
@ibmcloud
@sfshock
@ibmwatson
@overwatchleague
@godfrey_g_
@ibmsports
@artificialbra1n
@ibmwatsonhealth
@ymunemasa

Top hashtags:
#ai
#ibm
#watson
#artificialintelligence
#machinelearning
#blockchain
#ibmwatson
#ml

Description:
Description
The graph represents a network of 2,052 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, 18 April 2021 at 03:38 UTC.

The requested start date was Sunday, 18 April 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, 6-hour, 15-minute period from Sunday, 04 April 2021 at 02:17 UTC to Saturday, 17 April 2021 at 08:33 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 : 2052
Unique Edges : 1361
Edges With Duplicates : 3671
Total Edges : 5032
Number of Edge Types : 5
Retweet : 1508
MentionsInRetweet : 2177
Mentions : 545
Tweet : 639
Replies to : 163
Self-Loops : 658
Reciprocated Vertex Pair Ratio : 0.00832986255726781
Reciprocated Edge Ratio : 0.0165220983064849
Connected Components : 421
Single-Vertex Connected Components : 252
Maximum Vertices in a Connected Component : 1054
Maximum Edges in a Connected Component : 3494
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.930766
Graph Density : 0.000575243569675041
Modularity : 0.43661
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,052 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, 18 April 2021 at 03:38 UTC.

The requested start date was Sunday, 18 April 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, 6-hour, 15-minute period from Sunday, 04 April 2021 at 02:17 UTC to Saturday, 17 April 2021 at 08:33 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:
[31] https://vaiotltd.medium.com/introduction-to-ibm-watson-b228789db716
[20] https://wired.jp/2016/09/05/ibm-watson-film-trailer/
[13] https://www.forbes.com/sites/krisholt/2021/04/13/ibm-watson-ai-will-calculate-the-overwatch-leagues-data-driven-power-rankings-in-2021/
[13] https://www.wsj.com/articles/ibms-retreat-from-watson-highlights-broader-ai-struggles-in-health-11613839579
[12] https://www.statnews.com/2021/03/08/ibm-watson-health-sale/
[12] https://medcitynews.com/2021/04/why-ibm-watson-health-could-never-live-up-to-the-promises/
[12] https://bankautomationnews.com/allposts/retail/keybank-prototypes-digital-conversation-with-ibms-watson/
[12] https://www.aitrends.com/healthcare/ibm-reportedly-retreating-from-healthcare-with-watson/
[11] https://cryptodivine.ai/
[11] https://theintermind.com/#Knowledge

Top URLs in Tweet in G1:
[9] https://bankautomationnews.com/allposts/retail/keybank-prototypes-digital-conversation-with-ibms-watson/
[6] https://medcitynews.com/2021/04/why-ibm-watson-health-could-never-live-up-to-the-promises/
[5] https://www.youtube.com/watch?v=lIH3btgbBpk

[4] https://twinybots.ch/
[4] https://bankautomationnews.com/allposts/retail/keybank-prototypes-digital-conversation-with-ibms-watson/?utm_source=dlvr.it&utm_medium=twitter
[3] https://developer.ibm.com/articles/fantasy-golf-at-the-masters-with-watson/
[2] https://medcitynews.com/2021/04/why-ibm-watson-health-could-never-live-up-to-the-promises/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.ibm.com/blogs/watson/2021/04/cheap-chatbots-conversational-ai-strategy/
[2] https://marketingland.com/ibm-watson-boost-vaccine-campaign-pinterest-climbing-fridays-daily-brief-284615
[2] https://marketingland.com/ibm-watson-boost-vaccine-campaign-pinterest-climbing-fridays-daily-brief-284615?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[3] http://2021.IBM
[2] https://www.ibm.com/overwatchleague?utm_medium=OSocial&utm_source=Twitter&utm_content=000033TY&social_post=4736171923&linkId=116376806
[2] https://www.ibm.com/watson/watson-works?utm_medium=OSocial&utm_source=Twitter&utm_content=000040RV&utm_term=10014326&utm_id=Watson-Works-Teaser-1&social_post=4700496952&linkId=115418467
[2] https://www.research.ibm.com/artificial-intelligence/project-debater/
[2] https://www.youtube.com/watch?v=m3u-1yttrVw&feature=youtu.be

[2] https://www.techrepublic.com/article/what-a-potential-sale-of-ibms-watson-health-means-for-ai-in-healthcare/
[2] https://twitter.com/IBMSports/status/1380641769646346243
[2] https://www.youtube.com/watch?v=Cx_-MC9a28I&feature=youtu.be

[2] https://twitter.com/zachjohnsonpga/status/1379892052276690949
[1] https://www.ibm.com/watson/nlp-explainer/?utm_medium=PSocial&utm_source=Twitter&utm_content=000037VM&utm_term=10009339&utm_id=ProjectAlphaPredictTensorFlowTW&social_post=4715468320&linkId=115767549

Top URLs in Tweet in G3:
[7] https://www.forbes.com/sites/krisholt/2021/04/13/ibm-watson-ai-will-calculate-the-overwatch-leagues-data-driven-power-rankings-in-2021/?sh=72abfe2349f5&utm_medium=OSocial&utm_source=Twitter&utm_content=000040UV&utm_term=10014622&utm_id=Twitter-IBMNews-2021OWL-2021-04-13&linkId=116083941
[7] https://www.forbes.com/sites/krisholt/2021/04/13/ibm-watson-ai-will-calculate-the-overwatch-leagues-data-driven-power-rankings-in-2021/
[7] http://knowlengr.com/machine-intelligence/ibm-watson/why-computers-and-doctors-need-narratology/
[6] http://www.ibm.com/overwatchleague?social_post=4726565806&linkId=116084954
[4] https://www.shacknews.com/article/123802/overwatch-league-teams-with-ibm-watson-for-season-4-power-rankings?utm_source=dlvr.it&utm_medium=twitter
[4] https://developer.ibm.com/tutorials/watson-iot-platform-last-event-cache/?utm_medium=OSocial&utm_source=Twitter&utm_content=000039JL&utm_term=10013593&utm_id=general2021&social_post=4615390554&linkId=113802655
[4] http://www.christopherspenn.com/2021/04/ibm-watson-autoai-time-series-forecasting-bakeoff/
[4] https://overwatchleague.com/en-us/news/introducing-power-rankings-with-ibm-watson
[2] https://www.campaignlive.com/article/clorox-used-ai-educate-people-covid-19/1711514?linkId=115405868
[2] https://www.ibm.com/blogs/watson/2021/03/ibm-openpages-data-privacy-management/?utm_medium=OSocial&utm_source=Twitter&utm_content=000027BD&utm_term=10004432&utm_id=IBM-OpenPages-Data-Privacy-Management-Blog&social_post=4683912464&linkId=115017324

Top URLs in Tweet in G4:
[2] https://vaiotltd.medium.com/introduction-to-ibm-watson-b228789db716
[2] https://aster.cloud/2021/03/03/ibm-and-the-recording-academy-debut-new-fan-experience-powered-by-watson-and-ibm-cloud-ahead-of-the-63rd-annual-grammy-awards/
[2] https://arinbhowmick.medium.com/dual-2021-if-design-award-wins-for-ibm-watson-knowledge-catalog-and-automation-decision-services-827dc3f19ace
[1] https://www.ibm.com/uk-en/cloud/watson-assistant?utm_medium=OSocial&utm_source=Thinkoutloud&utm_content=000033PC&utm_term=10004432&utm_id=WA-LP-ES&campaign=socialselling&share=eedeab54-beb2-4021-9792-93eb4587f934&channel=twitter&userID=5ef4c707-3968-442d-bb84-68c1b0385b4c&advocacy_source=everyonesocial&es_id=eae5081980
[1] https://www.automation.com/en-us/articles/april-2021/evonik-member-mit-ibm-watson-ai-lab-innovation
[1] https://cobusgreyling.medium.com/how-to-orchestrate-the-four-ibm-watson-assistant-skill-types-9a1bcb747709
[1] https://cobusgreyling.medium.com/voice-agent-with-ibm-watson-is-dead-24d5d8f18814
[1] https://medium.com/p/5364e1a86733?source=linkShare-b0fbe613be9d-1617818740&_branch_match_id=link-908404516432839961
[1] https://cobusgreyling.medium.com/build-a-chatbot-using-ibm-watson-assistant-search-skill-watson-discovery-de29dd476ce5
[1] https://cobusgreyling.medium.com/how-to-add-search-to-ibm-watson-assistant-using-watson-discovery-88d3ca8393e7

Top URLs in Tweet in G6:
[12] https://www.aitrends.com/healthcare/ibm-reportedly-retreating-from-healthcare-with-watson/
[11] https://theintermind.com/#Knowledge
[11] https://www.wsj.com/articles/ibms-retreat-from-watson-highlights-broader-ai-struggles-in-health-11613839579
[5] https://zpy.io/ca/8922b1a1
[4] https://www.automation.com/en-us/articles/april-2021/evonik-member-mit-ibm-watson-ai-lab-innovation
[4] https://vaiotltd.medium.com/introduction-to-ibm-watson-b228789db716
[3] https://www.analyticsinsight.net/ibm-watson-applications-competitors-and-success-stories/
[2] https://www.ibm.com/watson/ai-customer-service/customer-service-assessment?utm_medium=social&utm_source=twitter
[2] http://theintermind.com/
[2] https://zpy.io/ca/1eae347e

Top URLs in Tweet in G7:
[1] https://www.cnet.com/news/probing-ibms-nazi-connection/
[1] https://www.msn.com/en-us/money/other/palantir-snags-899m-nuclear-security-administration-contract/ar-BB1fk16G
[1] https://louisville.edu/communityengagement/news/closing-the-tech-gap-uofl-ibm-partnership-aims-to-prepare-next-generation-workforce
[1] https://www.wilsoncenter.org/article/wilson-center-and-ibm-explore-the-future-computing

Top URLs in Tweet in G9:
[22] https://vaiotltd.medium.com/introduction-to-ibm-watson-b228789db716
[7] https://www.wsj.com/articles/ibms-retreat-from-watson-highlights-broader-ai-struggles-in-health-11613839579?mod=flipboard
[2] https://www.automation.com/en-us/articles/april-2021/evonik-member-mit-ibm-watson-ai-lab-innovation
[2] https://developer.ibm.com/patterns/build-a-framework-that-connects-whatsapp-to-any-watson-service-on-ibm-cloud/
[2] https://neurons.ai/blog/news-stories/ibm-watson-advertising-announces-year-two-of-call-for-creative/
[2] https://developer.ibm.com/patterns/build-a-watson-danger-response-tool-with-custom-nlu-domain-model/
[1] https://www.linkedin.com/slink?code=dyit5NF
[1] https://www.linkedin.com/slink?code=dKCCDmm
[1] https://www.linkedin.com/slink?code=dbv5-i6
[1] https://www.linkedin.com/slink?code=dwftbnu

Top URLs in Tweet in G10:
[2] https://www.ibm.com/watson/health/resources/digital-health-pass-blockchain-explained/
[1] https://www.ibm.com/blogs/watson-health/cardiovascular-image-and-data-management/?utm_medium=OSocial&utm_source=Twitter&utm_content=000036ND&utm_term=10013647&utm_id=WH-Tw-Imaging-RTH-blog-BW-photo&social_post=4688028775&linkId=115111413
[1] https://www.ibm.com/blogs/watson-health/how-ai-infused-clinical-decision-support-may-change-medicine/?utm_medium=OSocial&utm_source=Twitter&utm_content=000036NA&utm_term=10010735&utm_id=WH-provider-Tw-AI-infused-CDS-static-graphic&social_post=4685242678&linkId=115048332
[1] https://www.ibm.com/blogs/watson-health/vaccine-distribution-critical-populations/?utm_medium=OSocial&utm_source=Twitter&utm_content=000036NB&utm_term=10011130&utm_id=WH-GHHS-Tw-vaccine-targeted-analytics-blog-Kassler&linkId=108886401&social_post=4664352953&linkId=114667060
[1] https://www.ibm.com/blogs/watson-health/medical-coding-with-ai/?utm_medium=OSocial&utm_source=Twitter&utm_content=000036MX&utm_term=10013647&utm_id=WH-Tw-LS-AI-medical-coding-blog-with-70-percent&social_post=4688348775&linkId=115139420
[1] https://ibm.co/31Djq43
[1] https://www.ibm.com/blogs/watson-health/ethical-use-real-world-data/?utm_medium=OSocial&utm_source=Twitter&utm_content=000036MX&utm_term=10013647&utm_id=WH-Tw-LS-LandisMcGrawth-Ethical-AI-with-audiogram&social_post=4716484415&linkId=115799760
[1] https://www.ibm.com/blogs/watson-health/technology-relieves-documentation-burden/?utm_medium=OSocial&utm_source=Twitter&utm_content=000036NB&utm_term=10011130&utm_id=childcare&social_post=4728618813&linkId=116147109
[1] https://www.ibm.com/blogs/watson-health/?utm_medium=OSocial&utm_source=Twitter&utm_content=000031BA&utm_term=10005057&utm_id=WH-Tw-World-Health-Day-2021-Perspectives&social_post=4705241719&linkId=115510047
[1] https://www.ibm.com/blogs/watson-health/blockchain-healthcare-how-to-get-started/?utm_medium=OSocial&utm_source=Twitter&utm_content=000031BA&utm_term=10005057&utm_id=blockchain&social_post=4723831123&linkId=115992933

Top Domains
Top Domains in Tweet in Entire Graph:
[177] ibm.com
[102] linkedin.com
[48] medium.com
[41] twitter.com
[36] dy.si
[29] forbes.com
[25] youtube.com
[22] wsj.com
[20] wired.jp
[19] medcitynews.com

Top Domains in Tweet in G1:
[47] linkedin.com
[44] ibm.com
[35] dy.si
[15] twitter.com
[13] youtube.com
[13] bankautomationnews.com
[10] medcitynews.com
[6] masters.com
[4] com.br
[4] marketingland.com

Top Domains in Tweet in G2:
[11] ibm.com
[9] twitter.com
[4] youtube.com
[3] 2021.ibm
[2] techrepublic.com
[2] medcitynews.com
[2] linkedin.com
[1] coindesk.com
[1] capitalware.com
[1] stocktwits.com

Top Domains in Tweet in G3:
[48] ibm.com
[18] forbes.com
[7] linkedin.com
[7] knowlengr.com
[6] christopherspenn.com
[5] overwatchleague.com
[4] twitter.com
[4] shacknews.com
[3] sportsvideo.org
[2] campaignlive.com

Top Domains in Tweet in G4:
[9] medium.com
[2] ibm.com
[2] aster.cloud
[1] automation.com
[1] linkedin.com
[1] sportsvideo.org
[1] twitter.com

Top Domains in Tweet in G6:
[13] aitrends.com
[13] ibm.com
[13] theintermind.com
[12] wsj.com
[11] linkedin.com
[7] zpy.io
[5] medium.com
[4] automation.com
[4] analyticsinsight.net
[3] google.com

Top Domains in Tweet in G7:
[1] cnet.com
[1] msn.com
[1] louisville.edu
[1] wilsoncenter.org

Top Domains in Tweet in G9:
[22] medium.com
[14] linkedin.com
[7] wsj.com
[7] ibm.com
[3] neurons.ai
[2] automation.com
[1] coatingsworld.com
[1] marktechpost.com
[1] forbes.com
[1] on24.com

Top Domains in Tweet in G10:
[12] ibm.com
[1] ibm.co
[1] scientificamerican.com
[1] ieee.org
[1] nature.com
[1] google.com
[1] darkdaily.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[353] ai
[96] ibm
[50] watson
[50] artificialintelligence
[47] machinelearning
[43] blockchain
[32] ibmwatson
[30] ml
[24] technology
[23] customers



Top Hashtags in Tweet in G1:
[43] ai
[14] ibm
[11] watson
[9] machinelearning
[9] customers
[7] ibmwatson
[6] overwatchleague
[5] watsonassistant
[5] aiops
[5] ia

Top Hashtags in Tweet in G2:
[9] ibm
[9] themasters
[8] ai
[7] ibmpartner
[4] workplace
[3] leadership
[3] artificialintelligence
[2] messagesight
[2] mqtt
[2] ibmchampion

Top Hashtags in Tweet in G3:
[80] ai
[8] machinelearning
[8] owl2021
[8] watson
[7] advertising
[7] themasters
[7] cdss
[7] patientcentered
[7] planninganalytics
[5] ibm

Top Hashtags in Tweet in G4:
[15] ai
[6] watson
[4] watsonassistant
[4] ibmwatson
[4] ibmdesign
[3] ifdesignaward
[3] data
[3] cloudpakfordata
[3] technology
[3] ibm

Top Hashtags in Tweet in G6:
[84] ai
[32] artificialintelligence
[21] ml
[19] technology
[19] bigdata
[17] machinelearning
[17] philosophy
[13] ibm
[12] ibmwatson
[11] healthcare

Top Hashtags in Tweet in G7:
[1] trumprussia
[1] cnp

Top Hashtags in Tweet in G9:
[86] ai
[23] ibm
[22] blockchain
[20] nft
[19] quantum
[7] customers
[6] ml
[4] customerservice
[3] mit
[3] vaiot

Top Hashtags in Tweet in G10:
[9] covid19
[8] blockchain
[7] ai
[4] medicalcoding
[3] medicaid
[2] machinelearning
[1] heartfailure
[1] cardiovascular
[1] medicine
[1] realworddata

Top Words
Top Words in Tweet in Entire Graph:
[1928] ibm
[1713] watson
[387] player
[353] #ai
[317] ai
[281] more
[241] cloud
[218] #1
[217] rankings
[211] power

Top Words in Tweet in G1:
[243] ibm
[230] watson
[61] ai
[43] #ai
[33] more
[28] thomas
[25] assistant
[23] data
[21] organizations
[21] partners

Top Words in Tweet in G2:
[263] ibm
[189] text
[148] watson
[128] used
[126] ve
[109] fantasy
[108] golf
[97] themasters
[90] player
[86] check

Top Words in Tweet in G3:
[230] watson
[228] ibm
[183] rankings
[170] power
[138] overwatchleague
[84] ibmsports
[82] player
[80] #ai
[73] ibmwatson
[69] team

Top Words in Tweet in G4:
[242] ibm
[232] watson
[204] cloud
[198] services
[196] tools
[195] lite
[195] free
[195] 40
[195] including
[195] apis

Top Words in Tweet in G5:
[212] #1
[212] player
[136] ibm
[135] watson
[131] sfshock
[106] trying
[106] calculate
[106] support
[106] dps
[27] one

Top Words in Tweet in G6:
[107] ibm
[87] watson
[84] #ai
[32] ai
[32] #artificialintelligence
[29] machine
[29] learning
[21] #ml
[20] health
[19] #technology

Top Words in Tweet in G7:
[73] watson
[65] ibm
[57] 1d_nasty
[55] health
[54] spectrum
[43] council
[42] national
[40] funded
[40] jeffrey
[40] epstein

Top Words in Tweet in G8:
[94] ibm
[91] jordanschachtel
[52] watson
[51] kick
[51] fact
[51] corporations
[51] pay
[51] named
[51] chairman
[51] assisted

Top Words in Tweet in G9:
[86] #ai
[84] ibm
[60] watson
[25] learn
[23] everything
[23] #ibm
[23] ai
[23] vaiot_ltd
[22] know
[22] latest

Top Words in Tweet in G10:
[29] ibmwatsonhealth
[17] read
[17] watson
[14] ai
[13] ibm
[12] covid
[12] 19
[11] back
[10] data
[10] abuse

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[853] ibm,watson
[216] ibm,cloud
[195] cloud,lite
[195] 40,services
[195] including,watson
[195] watson,apis
[195] apis,devops
[195] devops,tools
[195] tools,more
[180] power,rankings

Top Word Pairs in Tweet in G1:
[140] ibm,watson
[26] thomas,watson
[23] watson,assistant
[18] watson,ai
[18] 68,organizations
[18] organizations,exchange
[18] exchange,information
[18] information,more
[18] more,250
[18] 250,partners

Top Word Pairs in Tweet in G2:
[126] ve,used
[108] fantasy,golf
[82] ibm,watson
[74] golf,foursome
[68] themasters,fantasy
[65] natural,language
[63] used,speech
[63] speech,text
[63] text,text
[63] text,messages

Top Word Pairs in Tweet in G3:
[155] ibm,watson
[148] power,rankings
[42] rankings,ibm
[40] player,team
[39] determine,best
[38] way,determine
[38] best,player
[38] team,owl
[38] owl,given
[38] given,time

Top Word Pairs in Tweet in G4:
[203] ibm,cloud
[195] cloud,lite
[195] 40,services
[195] including,watson
[195] watson,apis
[195] apis,devops
[195] devops,tools
[195] tools,more
[142] lite,free
[142] free,access

Top Word Pairs in Tweet in G5:
[135] ibm,watson
[106] watson,trying
[106] trying,calculate
[106] calculate,#1
[106] #1,support
[106] support,player
[106] player,#1
[106] #1,dps
[106] dps,player
[105] sfshock,ibm

Top Word Pairs in Tweet in G6:
[54] ibm,watson
[28] machine,learning
[19] #ai,#technology
[18] #technology,#bigdata
[18] #bigdata,#ml
[13] ibm,retreat
[13] retreat,watson
[13] watson,highlights
[13] highlights,broader
[13] broader,#ai

Top Word Pairs in Tweet in G7:
[60] ibm,watson
[54] spectrum,health
[42] council,national
[40] watson,funded
[40] funded,jeffrey
[40] jeffrey,epstein
[39] health,council
[39] national,policy's
[39] policy's,ibm
[36] epstein,leon

Top Word Pairs in Tweet in G8:
[51] kick,fact
[51] fact,corporations
[51] corporations,pay
[51] pay,watson
[51] watson,named
[51] named,ibm
[51] ibm,chairman
[51] chairman,assisted
[51] assisted,nazis
[50] jordanschachtel,kick

Top Word Pairs in Tweet in G9:
[50] ibm,watson
[22] learn,everything
[22] everything,know
[22] know,ibm
[22] watson,latest
[22] latest,article
[22] article,#blockchain
[22] #blockchain,#ai
[22] #ai,#ibm
[21] vaiot_ltd,learn

Top Word Pairs in Tweet in G10:
[12] covid,19
[9] watson,health's
[9] protect,test
[9] test,treat
[9] treat,whole
[9] whole,global
[9] global,population
[9] population,end
[9] end,covid
[9] 19,pandemic

Top Replied-To
Top Replied-To in Entire Graph:
@ibm
@bottingkruger
@eslaven
@ibmcloud
@krvarshney
@petestrzok
@overwatchleague
@mahmoud16600912
@inthehighest_1
@ibmwatson

Top Replied-To in G1:
@bottingkruger

Top Replied-To in G2:
@ibm
@jonerlichman
@lehors
@seymourlolis
@indiahistorypic
@m4renz
@ibmnews

Top Replied-To in G3:
@overwatchleague
@ibmwatson

Top Replied-To in G4:
@ibmcloud

Top Replied-To in G5:
@slmnio
@lilrainbow19
@whatsuppizzas

Top Replied-To in G6:
@evonik

Top Replied-To in G7:
@petestrzok
@eslaven
@danielsgoldman
@christopherjm
@page88
@lummoxacillin
@billhelmich
@carolecadwalla

Top Replied-To in G9:
@jaygambetta
@kucoincom

Top Replied-To in G10:
@ibm
@mahmoud16600912

Top Mentioned
Top Mentioned in Entire Graph:
@ibm
@overwatchleague
@ibmcloud
@ibmsports
@sfshock
@themasters
@ibmwatson
@jordanschachtel
@1d_nasty
@bobby_network

Top Mentioned in G1:
@aliyece_ece_
@judsontelemed
@fudzologyseo
@pmaher_art
@inn_fin_grp

Top Mentioned in G2:
@ibm
@themasters
@ibmsports
@overwatchleague
@carlosortizgolf
@ib
@zachjohnsonpga
@ibmiot
@hackylawyer
@ugliestduck

Top Mentioned in G3:
@overwatchleague
@ibmsports
@ibm
@ibmwatson
@ib
@ibmdata
@ibmdeveloper
@ibmnews
@themasters
@krisholt

Top Mentioned in G4:
@ibmcloud
@ibmpartners
@ibmwatson
@ibm
@dushmantaroy
@maaaje
@overwatchleague
@benefitsmind
@vaiot_ltd
@jamesmichaelcr6

Top Mentioned in G5:
@sfshock
@ibm
@lilrainbow19
@super_ow
@ibmwatson
@spex_j
@amiller
@overwatchleague
@krisholt

Top Mentioned in G6:
@wsj
@benefitsmind
@jhoie__
@tamaramccleary
@steveklinko
@machinelearnflx
@evonik
@ibm
@cybersecboardrm
@richardkimphd

Top Mentioned in G7:
@1d_nasty
@christopherjm
@danielsgoldman
@petestrzok
@page88
@tedcruz
@lindseygrahamsc
@ydanasmithdutra
@bergerchristian
@leftsplintered

Top Mentioned in G8:
@jordanschachtel

Top Mentioned in G9:
@vaiot_ltd
@quantumverd
@quantumsamorai
@jaygambetta
@googlenews
@mfordfuture
@ibmwatson
@pguaitani
@adcouncil
@overwatchleague

Top Mentioned in G10:
@ibmwatsonhealth
@who
@episcini
@ibmwatson
@redhat
@ibmcloud
@ibmblockchain
@darpa
@nasalasercomm
@nasa

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@hrblock_21
@chidambara09
@applesupport
@yoshiki7111
@femtech_
@gambiste1
@evankirstel
@xaelbot
@mrcoollooking75

Top Tweeters in G1:
@yoshiki7111
@jhamby
@thedextazlab
@ahmadnormaulana
@jchapman1729
@spanishcountry
@theiot
@bleedingcool
@fintechbot
@overflow_meme

Top Tweeters in G2:
@filafresh
@hrblock_21
@roylmurry425
@john_siracusa
@bexxmodd
@rogeriofreeyes
@straitarrow10
@rudyglove27
@heatherpeno
@jimmyroybloom

Top Tweeters in G3:
@mrcoollooking75
@madmanmarz
@hubofml
@passarelliallan
@soldier76bot
@cb765
@s8nxepiea
@brandonmscales
@forbes
@doritmi

Top Tweeters in G4:
@rvp
@dhinakaranrajan
@umeshjhaji
@18akgoyal
@andym6769
@trendsinai
@mig30m6
@mark45dominic
@anilreja
@radha_sudan

Top Tweeters in G5:
@fanscott1234
@bluechipxd
@mittmmoon_
@tdolluz
@shinenamon234
@marcusnewling
@109silkie
@justnatanel
@vap3_
@orimagen5

Top Tweeters in G6:
@chidambara09
@femtech_
@xaelbot
@ssxman2
@dataaugmented
@ml_tweet_bot
@machinelearnflx
@akwyz
@xzpwedvhhh37i3c
@fabriciosx

Top Tweeters in G7:
@jjj5819
@carrybeyond
@whirledcitizen_
@ydanasmithdutra
@avonan
@aziegler
@xeni
@janjanward
@deidreeversull
@mrtachilles

Top Tweeters in G8:
@_yvonneburton
@cherrybaysb
@googwaba
@mkjkimk
@cptcookswife
@peculiarbaptist
@novaculus
@illinidiva12
@brownyasmine
@annasilvani

Top Tweeters in G9:
@into_ai
@godfrey_g_
@education_24x7
@techpearce2
@technojeder
@drkarajan
@pawansomanchi
@hplusbot
@neuzida
@student_launch

Top Tweeters in G10:
@rosenchild
@hubbucket
@coindesk
@nasa
@who
@sbc111
@redhat
@israel
@andreasht
@lockheedmartin


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