ibm watson, Twitter, 1/17/2021 4:19:05 AM, 245811


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ibm watson_2021-01-16_19-30-00.xlsx
ibm watson_2021-01-16_19-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 17, 2021
Short Description:
ibm watson via NodeXL https://bit.ly/3qvJE2C
@ibm
@ibmwatson
@ibmcloud
@trendsinai
@ibmdata
@drtiajolie
@pyscalellc
@124875cube
@chrispadilla00
@ibmwatsonhealth

Top hashtags:
#banking
#it
#ai
#ibm
#watson
#generalscience
#ibmwatson
#machinelearning
#newyork
#cloud

Description:
Description
The graph represents a network of 1,537 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, 17 January 2021 at 03:32 UTC.

The requested start date was Sunday, 17 January 2021 at 01:01 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, 24-minute period from Sunday, 03 January 2021 at 02:30 UTC to Saturday, 16 January 2021 at 08:54 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 : 1537
Unique Edges : 968
Edges With Duplicates : 1890
Total Edges : 2858
Number of Edge Types : 5
Retweet : 604
MentionsInRetweet : 731
Tweet : 1059
Mentions : 334
Replies to : 130
Self-Loops : 1076
Reciprocated Vertex Pair Ratio : 0.0028169014084507
Reciprocated Edge Ratio : 0.00561797752808989
Connected Components : 678
Single-Vertex Connected Components : 517
Maximum Vertices in a Connected Component : 475
Maximum Edges in a Connected Component : 1351
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.698769
Graph Density : 0.000452382888744307
Modularity : 0.448173
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 1,537 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, 17 January 2021 at 03:32 UTC.

The requested start date was Sunday, 17 January 2021 at 01:01 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, 24-minute period from Sunday, 03 January 2021 at 02:30 UTC to Saturday, 16 January 2021 at 08:54 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:
[16] https://zpy.io/ca/64f8a0fe
[9] https://www.aitrends.com/ai-in-business/ibm-advances-watson-family-including-ai-factsheets-at-ai-summit/
[9] http://botosynthesis.com/
[8] https://www.nytimes.com/2021/01/12/business/dealbook/political-donations-ibm.html
[8] https://cobusgreyling.medium.com/ibm-watson-assistant-now-has-improved-intent-recognition-5364e1a86733
[7] https://www.ibm.com/de-de/blogs/think/2021/01/12/watson-assistant/
[7] https://www.ibm.com/cloud/watson-speech-to-text
[6] https://python-bloggers.com/2021/01/how-to-analyze-personalities-with-ibm-watson/
[6] http://knowlengr.com/machine-intelligence/ibm-watson/why-computers-and-doctors-need-narratology/
[6] https://personality-insights-demo.ng.bluemix.net/

Top URLs in Tweet in G1:
[6] https://www.aitrends.com/ai-in-business/ibm-advances-watson-family-including-ai-factsheets-at-ai-summit/
[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://algorithmxlab.com/blog/ibm-watson-what-you-need-to-know-2/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[5] https://www.nytimes.com/2021/01/12/business/dealbook/political-donations-ibm.html
[4] https://community.ibm.com/community/user/watsonapps/blogs/daniel-toczala1/2020/07/08/welcome-to-the-build-with-watson-apps-topic-group?social_post=4376193526&linkId=108344810
[4] https://www.aitrends.com/ai-in-business/ibm-advances-watson-family-including-ai-factsheets-at-ai-summit/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.ibm.com/blogs/watson/2020/09/heres-how-watson-assistant-and-soul-machines-are-helping-the-un-keep-the-oceans-clean/?utm_medium=OSocial&utm_source=Linkedin&utm_content=000027BD&utm_term=10004432&utm_id=UN-Oceans&cm_mmc=OSocial_Linkedin-_-Cloud+and+Data+Platform_DAI+-+Watson+Applications+and+Solutions-_-WW_WW-_-UN-Oceans&cm_mmca1=000027BD&cm_mmca2=10004432&social_post=4377981555&linkId=108384437
[3] https://jobs.ennuviz.com/careers/92744-Career/jobs/13932539-IBM-Watson-Architect/&ref=twitter
[3] https://chatbotslife.com/ibm-watson-assistant-provides-better-intent-classification-than-other-commercial-products-8929f194a0be?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.ibm.com/blogs/watson/2020/12/watson-assistant-improves-intent-detection-accuracy-leads-against-ai-vendors-cited-in-published-study/?utm_medium=OSocial&utm_source=Twitter&utm_content=000027BD&utm_term=10004432&social_post=4407639004&linkId=109233416

Top URLs in Tweet in G2:
[4] https://www.youtube.com/watch?v=eTmfZMn4cAo&feature=youtu.be

[2] https://www.nytimes.com/2021/01/12/business/dealbook/political-donations-ibm.html
[2] https://www.linkedin.com/slink?code=gJD9H_s
[2] https://newsroom.ibm.com/2020-12-17-IBM-Helps-Prepare-Clients-for-Next-Generation-Encryption-Technology
[2] http://po.st/scms/OrMCe04Lcp0lOFmbgke4sOjuQbWpX3LcJZFwqL8bcp0l/cogmusictwittershare
[2] https://www.nytimes.com/2021/01/12/business/dealbook/political-donations-ibm.html?referringSource=articleShare
[1] https://www.techrepublic.com/article/ibm-creates-knowledgeable-nlp-system-and-adds-ai-governance-capabilities-to-watson/
[1] https://www.ibm.com/blogs/watson/2020/09/heres-how-watson-assistant-and-soul-machines-are-helping-the-un-keep-the-oceans-clean/
[1] https://veracitiz.com/blog/watson-assistant-making-impact-during-covid-19/
[1] https://searchenterpriseai.techtarget.com/news/252493368/New-updated-IBM-AI-tech-bring-better-NLP-NLU-to-business-users

Top URLs in Tweet in G3:
[7] https://www.ibm.com/cloud/watson-speech-to-text
[6] http://knowlengr.com/machine-intelligence/ibm-watson/why-computers-and-doctors-need-narratology/
[2] https://www.ibm.com/blogs/watson/2016/12/five-ways-agriculture-benefit-artificial-intelligence/
[1] https://www.ibm.com/blogs/watson/2020/12/watson-assistant-improves-intent-detection-accuracy-leads-against-ai-vendors-cited-in-published-study/?utm_medium=OSocial&utm_source=Twitter&utm_content=000027BD&utm_term=10004432&social_post=4407639004&linkId=109233416
[1] https://www.ibm.com/blogs/watson/2020/07/emerge-smarter-with-watson-how-conversational-ai-keeps-us-connected-in-a-post-covid-19-world/?social_post=4363785202&linkId=108067496
[1] https://medium.com/trusted-ai/bias-detection-in-ibm-watson-openscale-6f37f055a1aa?linkId=71881713
[1] https://www.ibm.com/blogs/watson/2020/05/revolutionize-it-operations-with-watson-aiops/?utm_medium=OSocial&utm_source=Twitter&utm_content=000027BD&utm_term=10004432&utm_id=AIOps&social_post=4307293529&linkId=106936708
[1] https://www.ibm.com/blogs/watson/2020/06/ibm-watson-natural-language-processing-technology-powers-weather-channel-covid-19-incident-map/?social_post=4368116461&linkId=108136868
[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=4376193526&linkId=108344810
[1] https://www.ibm.com/blogs/watson/2020/09/heres-how-watson-assistant-and-soul-machines-are-helping-the-un-keep-the-oceans-clean/?utm_medium=OSocial&utm_source=Linkedin&utm_content=000027BD&utm_term=10004432&utm_id=UN-Oceans&cm_mmc=OSocial_Linkedin-_-Cloud+and+Data+Platform_DAI+-+Watson+Applications+and+Solutions-_-WW_WW-_-UN-Oceans&cm_mmca1=000027BD&cm_mmca2=10004432&social_post=4377981555&linkId=108384437

Top URLs in Tweet in G4:
[1] http://www.ibm.com/?social_post=4388989307&linkId=108704412
[1] https://t.co/5Qkc9ZUkaD

Top URLs in Tweet in G5:
[15] https://zpy.io/ca/64f8a0fe
[9] http://botosynthesis.com/
[8] https://cobusgreyling.medium.com/ibm-watson-assistant-now-has-improved-intent-recognition-5364e1a86733
[6] https://python-bloggers.com/2021/01/how-to-analyze-personalities-with-ibm-watson/
[6] https://cobusgreyling.medium.com/building-a-chatbot-using-actions-in-ibm-watson-assistant-ff28cb09f65e
[4] https://www.techrepublic.com/article/ibm-creates-knowledgeable-nlp-system-and-adds-ai-governance-capabilities-to-watson/
[2] https://www.meetup.com/it-IT/IBM-Cloud-Italia/events/275602744/
[2] http://watson.media.ibm.com/daily-demos.html?social_post=4402123567&linkId=109080543
[2] https://twitter.com/EricTopol/status/1347599524093517829
[1] https://predictivehacks.com/how-to-analyze-personalities-with-ibm-watson/

Top URLs in Tweet in G7:
[4] https://medium.com/towards-artificial-intelligence/how-to-analyze-personalities-with-ibm-watson-d723b7e60d0e?source=rss----98111c9905da---4
[3] http://www.accurasllc.mydmportal.com/sw/swchannel/Registration/internet/Registration.cfm?SWSESSIONID=529ABBA833E32AB8ED661826C366EEC3&RegPageID=5682211
[2] https://t.co/aKQFcC3vZN
[1] https://medium.com/ibm-watson/improve-your-users-service-experience-with-relevant-routing-148c7cf1bcb6?source=rss-------8-----------------artificial_intelligence
[1] https://www.ibm.com/cloud/blog/watson-aiops-bringing-ai-to-it-operations-management?campaign=socialselling&share=2e672f7a-d81e-4511-80b3-8ee431c6d293&channel=twitter&userID=eb15bbe4-b8a5-4634-840a-2226dfba6f0d&advocacy_source=everyonesocial&es_id=0dc2e3aeb0
[1] https://researcher.watson.ibm.com/researcher/view_group.php?id=7664
[1] https://www.linkedin.com/slink?code=e3gxVZa
[1] https://www.ibm.com/demos/collection/IBM-Watson-Knowledge-Catalog/?lc=en
[1] http://stwb.co/sw/app/ServicePages/Social/RedirectShortLink.aspx?ShortUrlKey=pluasch
[1] http://stwb.co/sw/app/ServicePages/Social/RedirectShortLink.aspx?ShortUrlKey=plrusza

Top URLs in Tweet in G8:
[2] https://www.binghamton.edu/watson/continuing-education/data-science/artificial-intelligence.html
[2] https://www.ibm.com/resources/guides/accelerate-your-journey-to-ai-with-the-enterprise-leader/?utm_medium=OSocial&utm_source=Twitter&utm_content=000037VM&utm_term=10013056&utm_id=CDAIS&cm_mmc=OSocial_Twitter-_-Unlock+Cloud+and+AI_Data+and+AI-_-WW_WW-_-CDAIS&cm_mmca1=000037VM&cm_mmca2=10013056&social_post=4380094333&linkId=108444386
[2] https://venturebeat.com/2021/01/14/gitlab-partners-with-ibm-cloud-to-improve-collaboration-for-devops/
[2] https://www.ibm.com/blogs/watson/2016/12/five-ways-agriculture-benefit-artificial-intelligence/
[2] https://www.aitrends.com/ai-in-business/ibm-advances-watson-family-including-ai-factsheets-at-ai-summit/
[1] https://www.ibm.com/cloud/blog/watson-aiops-bringing-ai-to-it-operations-management
[1] https://www.ibm.com/cloud/blog/instana
[1] https://github.com/CODAIT/text-extensions-for-pandas/blob/master/notebooks/Understand_Tables.ipynb?utm_medium=OSocial&utm_source=Twitter&utm_content=000037VM&utm_term=10011122&utm_id=ibmdata-sprinklr-FuryRoadNLUTextReader-2020-12-15&linkId=107191869
[1] https://www.ibm.com/case-studies/ifarming-watson-cloud?campaign=socialselling&share=a68184d7-e27e-43d5-a2a8-584a37478e2b&channel=twitter&userID=d7b75a81-be61-41d4-be14-9b256e521c55&advocacy_source=everyonesocial&es_id=d4897cc022
[1] https://www.ey.com/en_gl/news/2020/12/ey-platform-hosted-on-ibm-cloud-and-using-ibm-watson-discovery-to-reframe-the-future-of-m-a-due-diligence?es_id=a7236e41b4

Top URLs in Tweet in G9:
[6] https://www.ibm.com/de-de/blogs/think/2021/01/12/watson-assistant/
[3] https://hostingjournalist.com/ibm-cloud-pak-for-watson-aiops-it-automation-powered-by-ai/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.ibm.com/business-operations/resources/munich-center
[1] https://www.meetup.com/de-DE/meetup-group-ibm-cloud-vienna/events/275536234/?rv=ea1_v2&_xtd=gatlbWFpbF9jbGlja9oAJDA1NjY3MjU1LWU1Y2MtNGY0Yy05YmE2LWUyZmViY2I5ODNmZA&utm_campaign=event-announce&utm_medium=email&utm_source=promo
[1] https://www.ibm.com/de-de/blogs/think/2020/12/09/watson-ki-studie/?social_post=4348616392&linkId=107766377
[1] https://www.ibm.com/demos/live/watson-language-translator/self-service
[1] https://ibm.com/de-de/blogs/think/2021/01/12/watson-assistant/
[1] https://www.industry-of-things.de/wie-die-blockchain-schnellere-und-schlankere-logistik-im-globalen-handel-ermoeglicht-a-987538/
[1] https://twitter.com/Assima/status/1347265145173659660
[1] https://twitter.com/Assima/status/1344961610381750278

Top URLs in Tweet in G10:
[1] https://www.nytimes.com/2021/01/12/business/dealbook/political-donations-ibm.html?referringSource=articleShare

Top Domains
Top Domains in Tweet in Entire Graph:
[180] careerarc.com
[175] ibm.com
[81] linkedin.com
[37] medium.com
[23] twitter.com
[23] youtube.com
[17] zpy.io
[15] nytimes.com
[15] aitrends.com
[14] bit.ly

Top Domains in Tweet in G1:
[171] careerarc.com
[76] ibm.com
[50] linkedin.com
[14] bit.ly
[10] aitrends.com
[9] twitter.com
[9] medium.com
[8] nytimes.com
[7] dy.si
[6] spotify.com

Top Domains in Tweet in G2:
[10] ibm.com
[8] linkedin.com
[7] youtube.com
[4] nytimes.com
[3] twitter.com
[2] po.st
[2] ift.tt
[2] fortune.com
[1] techrepublic.com
[1] veracitiz.com

Top Domains in Tweet in G3:
[19] ibm.com
[6] knowlengr.com
[1] medium.com
[1] nytimes.com
[1] fudzilla.com
[1] precisetarget.com
[1] crn.com

Top Domains in Tweet in G4:
[1] ibm.com
[1] t.co

Top Domains in Tweet in G5:
[16] zpy.io
[14] medium.com
[11] linkedin.com
[9] botosynthesis.com
[6] python-bloggers.com
[4] techrepublic.com
[2] meetup.com
[2] mccourier.com
[2] ibm.com
[2] twitter.com

Top Domains in Tweet in G7:
[5] medium.com
[5] ibm.com
[3] mydmportal.com
[3] smh.re
[2] stwb.co
[2] t.co
[1] linkedin.com
[1] elearning.company
[1] zpy.io
[1] twitter.com

Top Domains in Tweet in G8:
[9] ibm.com
[5] linkedin.com
[4] ey.com
[2] binghamton.edu
[2] venturebeat.com
[2] medium.com
[2] aitrends.com
[1] github.com
[1] spotify.com
[1] instagram.com

Top Domains in Tweet in G9:
[12] ibm.com
[3] hostingjournalist.com
[2] twitter.com
[1] meetup.com
[1] industry-of-things.de

Top Domains in Tweet in G10:
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[185] banking
[179] it
[154] ai
[123] ibm
[104] watson
[102] generalscience
[49] ibmwatson
[49] machinelearning
[32] newyork
[31] cloud



Top Hashtags in Tweet in G1:
[181] banking
[161] it
[102] generalscience
[45] ibm
[42] watson
[32] newyork
[22] austin
[20] cloud
[18] manufacturing
[18] raleigh

Top Hashtags in Tweet in G2:
[19] watson
[17] ibm
[12] cognitive
[11] ai
[5] ibmwatson
[3] it
[3] cloud
[3] aiops
[3] leadership
[2] nlp

Top Hashtags in Tweet in G3:
[9] ibmwatson
[7] nlu
[7] ai
[6] cdss
[6] patientcentered
[3] covid19
[1] fantasyfootball
[1] ibmcloud
[1] proudibmer
[1] goodtech

Top Hashtags in Tweet in G5:
[34] machinelearning
[26] ai
[16] ibm
[16] ad
[14] watson
[13] ibmwatson
[12] python
[10] chatbot
[9] datascience
[8] ml

Top Hashtags in Tweet in G7:
[36] ai
[11] machinelearning
[9] ibm
[9] ml
[5] watson
[4] ibmwatson
[4] artificialintelligence
[3] chatbot
[3] datascience
[3] deeplearning

Top Hashtags in Tweet in G8:
[32] ai
[8] ibm
[5] futuretech
[5] changemindset
[4] ibmwatson
[2] artificialintelligence
[2] binghamtonuniversity
[2] nlu
[2] watson
[2] digitaltransformation

Top Hashtags in Tweet in G9:
[15] ki
[11] watson
[10] ibm
[4] chatbot
[4] ibmcloud
[3] chatbots
[3] ai
[3] ibmcloudvideo
[3] letsputsmarttowork
[2] industries

Top Words
Top Words in Tweet in Entire Graph:
[1417] ibm
[1389] watson
[414] health
[394] job
[282] link
[279] bio
[265] business
[241] more
[231] click
[225] data

Top Words in Tweet in G1:
[640] watson
[622] ibm
[379] job
[359] health
[273] bio
[271] link
[226] click
[219] business
[203] analyst
[195] apply

Top Words in Tweet in G2:
[112] ibm
[84] watson
[43] thomas
[42] political
[39] company
[31] ibmpolicy
[25] policy
[24] make
[24] pac
[24] founder

Top Words in Tweet in G3:
[68] ibmwatson
[46] watson
[38] re
[30] youâ
[24] build
[20] oceans
[19] face
[19] mask
[19] wearing
[19] plastic

Top Words in Tweet in G4:
[98] watson
[95] ibm
[91] cloud
[90] lite
[90] 40
[90] services
[90] devops
[88] free
[88] including
[88] apis

Top Words in Tweet in G5:
[71] watson
[62] ibm
[34] #machinelearning
[26] #ai
[19] chatbot
[17] machine
[16] #ibm
[16] develop
[16] #ad
[14] #watson

Top Words in Tweet in G6:
[2] watson

Top Words in Tweet in G7:
[85] ibm
[58] watson
[36] #ai
[34] cloud
[24] build
[21] supports
[21] partners
[21] building
[21] app
[21] development

Top Words in Tweet in G8:
[78] watson
[57] ibm
[41] artificial
[40] intelligence
[32] #ai
[28] ai
[25] studio
[24] assistant
[24] conversational
[24] cloud

Top Words in Tweet in G9:
[17] ibmdach
[17] welche
[15] #ki
[12] assistant
[12] ibm
[11] #2021
[11] effekte
[11] arbeitsplatz
[11] antworten
[11] frage

Top Words in Tweet in G10:
[30] political
[30] ibm
[29] company
[29] try
[29] function
[29] organization
[29] way
[29] thomas
[29] watson
[29] jr

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[373] ibm,watson
[332] watson,health
[276] link,bio
[193] ibm,cloud
[176] click,link
[160] health,business
[143] thomas,watson
[141] business,analyst
[116] entry,level
[115] including,watson

Top Word Pairs in Tweet in G1:
[314] watson,health
[270] link,bio
[173] click,link
[153] health,business
[139] business,analyst
[128] ibm,watson
[111] entry,level
[98] analyst,summer
[98] summer,intern
[81] see,latest

Top Word Pairs in Tweet in G2:
[43] thomas,watson
[31] ibmpolicy,company
[23] company,make
[23] make,political
[23] political,donations
[23] pac,policy
[23] policy,set
[23] set,ibm
[23] ibm,founder
[23] founder,thomas

Top Word Pairs in Tweet in G3:
[30] youâ,re
[24] build,watson
[19] face,mask
[19] re,wearing
[19] wearing,plastic
[19] plastic,bottle
[19] re,drinking
[19] drinking,easily
[19] easily,find
[19] find,way

Top Word Pairs in Tweet in G4:
[91] ibm,cloud
[90] cloud,lite
[90] 40,services
[88] including,watson
[88] watson,apis
[88] apis,devops
[88] devops,tools
[88] tools,more
[54] lite,free
[54] free,access

Top Word Pairs in Tweet in G5:
[53] ibm,watson
[16] develop,chatbot
[16] #machinelearning,#ad
[15] chatbot,ibm
[15] watson,#machinelearning
[14] watson,assistant
[14] machine,learning
[13] machinelearnflx,develop
[12] analyze,personalities
[12] personalities,ibm

Top Word Pairs in Tweet in G7:
[34] ibm,cloud
[29] ibm,watson
[21] ibm,supports
[21] supports,partners
[21] partners,building
[21] building,ibm
[21] cloud,app
[21] app,development
[21] development,go
[21] go,market

Top Word Pairs in Tweet in G8:
[40] artificial,intelligence
[25] watson,studio
[24] watson,assistant
[22] critical,advancements
[22] advancements,products
[22] products,watson
[22] assistant,conversational
[22] conversational,#ai
[22] #ai,autoai
[22] autoai,watson

Top Word Pairs in Tweet in G9:
[11] #2021,welche
[11] welche,effekte
[11] effekte,#ki
[11] #ki,arbeitsplatz
[11] arbeitsplatz,antworten
[11] antworten,frage
[11] frage,liefern
[11] liefern,zwei
[11] zwei,fallstudien
[11] fallstudien,siemensde

Top Word Pairs in Tweet in G10:
[29] company,try
[29] try,function
[29] function,political
[29] political,organization
[29] organization,way
[29] way,ibm
[29] ibm,thomas
[29] thomas,watson
[29] watson,jr
[28] chrispadilla00,company

Top Replied-To
Top Replied-To in Entire Graph:
@ibmwatson
@ibm
@bottingkruger
@ravahuja
@slagter
@andrewrsorkin
@grady_booch
@quinnypig
@gary_d_cohn
@margaretsiegien

Top Replied-To in G1:
@bottingkruger

Top Replied-To in G2:
@ibm
@quinnypig
@gary_d_cohn
@andrewrsorkin

Top Replied-To in G3:
@ibmwatson
@crblake

Top Replied-To in G4:
@ibmwatson
@nicorvonderbeck
@ibmcloud

Top Replied-To in G5:
@jspadoan
@botosynthesis
@machinelearnflx
@laforge_ai

Top Replied-To in G6:
@allistairgraham

Top Replied-To in G7:
@margaretsiegien

Top Replied-To in G8:
@ravahuja
@ibm
@ibmdata

Top Replied-To in G9:
@likepunk

Top Mentioned
Top Mentioned in Entire Graph:
@ibmwatson
@ibm
@ibmcloud
@ibmwatsonhealth
@chrispadilla00
@ibmpolicy
@ibmdata
@ibmdach
@wallstcynic
@ibmpartners

Top Mentioned in G1:
@southerngemgal

Top Mentioned in G2:
@ibm
@ibmpolicy
@soulmachines
@youtube
@ricktroiani
@gary_d_cohn
@veracitiz
@nytimes
@chrispadilla00
@ibmwatson

Top Mentioned in G3:
@ibmwatson
@peterdkramer
@dr_umitgunes
@ibmresearch
@ibmdeveloper
@steven_cowley
@ibm
@cnet
@stshank
@ibmcloud

Top Mentioned in G4:
@ibmcloud
@ibm
@iupac
@naturephysics
@pfpaofficial
@nasa
@ibmpartners
@nicorvonderbeck

Top Mentioned in G5:
@machinelearnflx
@predictivehacks
@pythonbloggers
@datasciencectrl
@ibmwatsonmedia
@ibmdata
@chi2innovations
@botosynthesis
@smart_associate
@nordicinst

Top Mentioned in G6:
@willsworldview
@johnkrahn2
@discojerrys
@pray2pesci
@globalist13903
@kitemanargues
@cern_lxxl
@zypisfy
@imkimaaron
@falchion14

Top Mentioned in G7:
@ibmpartners
@towards_ai
@ibmwatson
@cpalexander_ey
@shikharkwatra
@motorcycletwitt
@florizoonepetra
@predictivehacks
@pcmag
@pawlowskimario

Top Mentioned in G8:
@ibmdata
@ibmwatson
@beatrix0503
@bingindustry
@njdequeiros
@binhnguyen78
@bing_watson
@llcstarlight
@ravahuja
@sensiblehair

Top Mentioned in G9:
@ibmdach
@siemensde
@deu
@berndschierholz
@amartin171
@matthias_biniok
@beatew
@hostingjournal
@afassnacht

Top Mentioned in G10:
@chrispadilla00

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@chidambara09
@syuu1228
@gambiste1
@mrcoollooking75
@schestowitz
@ottlegalrebels
@jhamby
@guardian
@handsome_jake_

Top Tweeters in G1:
@schestowitz
@jhamby
@southerngemgal
@dataaugmented
@gabrillasarti2
@techjunkiejh
@suriyasubraman
@wagan_land
@mazenz_com
@entmedianews

Top Tweeters in G2:
@nytimes
@wildmarshphoto
@designthinkbot
@epuujee
@fortunemagazine
@tmmmarshall
@planetf1
@douglaschongys
@gallagdy
@blackhairsalons

Top Tweeters in G3:
@mrcoollooking75
@viralvideovlogs
@cnet
@scitechmachine
@edrc30
@standupkid
@ibmdeveloper
@jesuswept_4us
@quanlegend
@cioc_colatini

Top Tweeters in G4:
@emperatriz1827
@yuliyainopinapr
@ronald_heine
@virboy21
@newsneus
@linuxmil
@stem_nastics
@cdwgwagov
@drscratch
@hmandirola

Top Tweeters in G5:
@koudaiin
@calcaware
@machinelearnflx
@ml_tweet_bot
@hubofml
@thecuriousluke
@gangstamovement
@trendsinai
@fabriciosx
@greentechdon

Top Tweeters in G6:
@zapher134
@smokeystafford
@zypisfy
@imkimaaron
@cern_lxxl
@tklforgiven
@praisehisname50
@jools6691
@kitemanargues
@realist_dragon

Top Tweeters in G7:
@andrewmorrisuk
@webmasterfree
@openmarketingtv
@drferdowsi
@mariuskarma
@davidvorpe65
@ja_gonzalez49
@derry1709
@pcmag
@codeflawbot

Top Tweeters in G8:
@bexxmodd
@artificialbra1n
@technojeder
@eagerbeavertech
@ibmdata
@discriminantbot
@giogreatti
@knxchg
@shogookamoto
@astraffon

Top Tweeters in G9:
@ottlegalrebels
@deutschetelekom
@petrabernhardt
@svensemet
@kurtgoeschler
@hostingjournal
@_verdi
@tsystems_mms
@thilodotzel
@molzberger

Top Tweeters in G10:
@vijayasankarv
@erich1s
@tobykdotcom
@ksorum1
@ethanwinters
@katsnelson
@jmkamensky
@danielkrook
@krvarshney
@chrispadilla00


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