ibm watson, Twitter, 12/2/2019 7:12:14 PM, 217875


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ibm watson_2019-12-02_04-51-17.xlsx
ibm watson_2019-12-02_04-51-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2019
Short Description:
ibm watson via NodeXL http://bit.ly/2OIBJPJ
@ibmwatson
@ibm
@ibmblockchain
@drahmadbazzi
@ibmiot
@crblake
@ibmwatsonhealth
@justinlogan88
@ibmnews
@ibmanalytics

Top hashtags:
#ai
#ibm
#blockchain
#watson
#technology
#ibmwatson
#machinelearning
#iot
#datascience

Description:
Description
The graph represents a network of 3,053 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 Monday, 02 December 2019 at 12:51 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 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, 23-hour, 55-minute period from Monday, 18 November 2019 at 01:04 UTC to Monday, 02 December 2019 at 01:00 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 : 3053
Unique Edges : 3768
Edges With Duplicates : 1914
Total Edges : 5682
Number of Edge Types : 3
Mentions : 3887
Replies to : 176
Tweet : 1619
Self-Loops : 1619
Reciprocated Vertex Pair Ratio : 0.0162454873646209
Reciprocated Edge Ratio : 0.0319715808170515
Connected Components : 890
Single-Vertex Connected Components : 635
Maximum Vertices in a Connected Component : 1517
Maximum Edges in a Connected Component : 3897
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.251168
Graph Density : 0.000362533640073855
Modularity : 0.557386
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,053 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 Monday, 02 December 2019 at 12:51 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 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, 23-hour, 55-minute period from Monday, 18 November 2019 at 01:04 UTC to Monday, 02 December 2019 at 01:00 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:
[43] https://liwaiwai.com/2019/11/05/mit-ibm-watson-ai-lab-releases-groundbreaking-research-on-ai-and-the-future-of-work/
[43] https://www.independent.co.uk/news/world/americas/nazca-lines-peru-desert-yamagata-ibm-watson-a9212951.html?utm_medium=Social&utm_source=Twitter#Echobox=1574371485
[36] https://www.businessinsider.com/scientists-used-ibm-watson-to-discover-an-ancient-humanoid-stick-figure-2019-11
[31] https://venturebeat.com/2019/11/18/yamagata-university-uses-ibms-pairs-geoscope-and-watson-to-uncover-patterns-in-ancient-etchings/
[23] https://www.fastcompany.com/90432589/this-2000-year-old-cartoon-figure-was-rediscovered-by-ibms-watson-in-peru
[18] https://www.techrepublic.com/article/ibm-and-espn-take-fantasy-football-to-the-next-level-with-watson-ai/
[17] https://www.ibm.com/blockchain/what-is-blockchain?utm_medium=OSocial&utm_source=Twitter&utm_content=000020YK&utm_term=10005803&utm_id=11302019+What+Is+Blockchain+Twitter&cm_mmc=OSocial_Twitter-_-Blockchain+and+Watson+Financial+Services_Blockchain-_-WW_WW-_-11302019+What+Is+Blockchain+Twitter&cm_mmca1=000020YK&cm_mmca2=10005803&linkId=77931389
[17] https://towardsdatascience.com/googles-new-explainable-ai-xai-service-83a7bc823773
[16] https://www.independent.co.uk/news/world/americas/nazca-lines-peru-desert-yamagata-ibm-watson-a9212951.html
[15] https://www.lanacion.com.ar/tecnologia/servidores-nube-watson-blockchain-visita-laboratorios-ibm-nid2310965

Top URLs in Tweet in G1:
[16] https://www.businessinsider.com/scientists-used-ibm-watson-to-discover-an-ancient-humanoid-stick-figure-2019-11
[15] 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
[14] https://venturebeat.com/2019/11/18/yamagata-university-uses-ibms-pairs-geoscope-and-watson-to-uncover-patterns-in-ancient-etchings/
[11] https://www.fastcompany.com/90432589/this-2000-year-old-cartoon-figure-was-rediscovered-by-ibms-watson-in-peru?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[9] https://twinybots.ch/
[9] https://liwaiwai.com/2019/11/05/mit-ibm-watson-ai-lab-releases-groundbreaking-research-on-ai-and-the-future-of-work/
[9] https://www.ibm.com/account/reg/uk-en/signup?formid=urx-33527&cm_mmc=OSocial_Blog-_-Cloud+and+Data+Platform_Watson+Applications+and+Solutions-_-EP_EP-_-WAI-WA-TW-urx-whitepaper-forrester-msg2_ov64153&cm_mmca1=000033PC&cm_mmca2=10006606
[7] https://www.fastcompany.com/90432589/this-2000-year-old-cartoon-figure-was-rediscovered-by-ibms-watson-in-peru
[7] https://www.independent.co.uk/news/world/americas/nazca-lines-peru-desert-yamagata-ibm-watson-a9212951.html
[6] https://www.businessinsider.com/scientists-used-ibm-watson-to-discover-an-ancient-humanoid-stick-figure-2019-11?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[12] https://venturebeat.com/2019/11/18/yamagata-university-uses-ibms-pairs-geoscope-and-watson-to-uncover-patterns-in-ancient-etchings/
[7] https://venturebeat.com/?p=2550604
[5] https://twitter.com/IBM/status/1199721756761763840
[4] https://www.youtube.com/watch?v=k-ZnqzsmiYk

[3] https://www.sporttechie.com/ibm-watson-fantasy-football-espn-monday-night-football-kansas-city-chiefs-los-angeles-chargers
[3] https://venturebeat.com/2019/11/18/yamagata-university-uses-ibms-pairs-geoscope-and-watson-to-uncover-patterns-in-ancient-etchings/?linkId=77465420
[3] https://mediacenter.ibm.com/media/IBM+Services+Breakthrough+PartnershipsA+Vodafone/1_5qxz3ad6?cm_mmc=OSocial_Socialhub-_-Global+Technology+Services_Multi+Cloud+Services-_-AS_AS-_-Vodafone+video+Nov+11&cm_mmca1=000036DX&cm_mmca2=10010594
[2] https://www.ibm.com/watson/stories/ca-en/guiding-eyes.html?cm_mmc=OSocial_Twitter-_-IBM+Master+Brand_IBM+Brand-_-WW_WW&cm_mmca1=000033QA&linkId=74761136
[2] https://weather.onelink.me/2902176432/d480fe1e
[2] https://www.ibm.com/blogs/industries/port-of-rotterdam-digitization-energy-transition/?utm_medium=OSocial&utm_source=Twitter&utm_content=000033YX&cm_mmc=OSocial_Twitter-_-IBM+Master+Brand_IBM+Watson-_-WW_WW&cm_mmca1=000033YX&linkId=77529981

Top URLs in Tweet in G3:
[9] https://www.fastcompany.com/90432589/this-2000-year-old-cartoon-figure-was-rediscovered-by-ibms-watson-in-peru
[8] https://newsroom.ibm.com/2019-06-11-IBM-Celebrates-Women-Business-Pioneers-In-Artificial-Intelligence?cm_mmc=OSocial_Twitter-_-Watson+AI_Watson+Core+-+Platform-_-WW_WW-_-IBM+Women+Leaders+In+AI+June+2019&cm_mmca1=000000OF&cm_mmca2=10000408&2397380006&linkId=68844721
[7] http://knowlengr.com/machine-intelligence/ibm-watson/why-computers-and-doctors-need-narratology/
[6] https://www.youtube.com/watch?v=k-ZnqzsmiYk

[5] https://events.vtools.ieee.org/m/209523
[4] https://www.fastcompany.com/90432589/this-2000-year-old-cartoon-figure-was-rediscovered-by-ibms-watson-in-peru?partner=rss&utm_source=twitter.com&utm_medium=social&utm_campaign=rss+fastcompany&utm_content=rss
[4] http://businessoverbroadway.com/2019/03/13/using-ibm-watson-to-answer-two-important-questions-about-your-customers/
[3] https://www.fastcompany.com/90432589/this-2000-year-old-cartoon-figure-was-rediscovered-by-ibms-watson-in-peru?linkId=77377551
[3] https://www.ibm.com/watson/health/business-need/biased-decision-making/
[2] https://www.ibm.com/blogs/watson/2019/05/building-bots-with-empathy-requires-finding-the-right-balance/?linkId=76912431

Top URLs in Tweet in G4:
[13] https://www.ibm.com/blockchain/what-is-blockchain?utm_medium=OSocial&utm_source=Twitter&utm_content=000020YK&utm_term=10005803&utm_id=11302019+What+Is+Blockchain+Twitter&cm_mmc=OSocial_Twitter-_-Blockchain+and+Watson+Financial+Services_Blockchain-_-WW_WW-_-11302019+What+Is+Blockchain+Twitter&cm_mmca1=000020YK&cm_mmca2=10005803&linkId=77931389
[7] https://www.ibm.com/watson/supply-chain/resources/five-trends-for-supply-chain-future/?utm_medium=OSocial&utm_source=Twitter&utm_content=000020LU&utm_term=10005663&utm_id=5+SC+Trends&cm_mmc=OSocial_Twitter-_-Watson+Supply+Chain_Watson+Supply+Chain-_-WW_WW-_-5+SC+Trends&cm_mmca1=000020LU&cm_mmca2=10005663&linkId=77336869#section-5
[5] https://developer.ibm.com/tutorials/accelerate-deep-learning-training-with-watson-studio-and-wml-accelerator/?cm_mmc=OSocial_Twitter-_-Developer_IBM+Developer-_-WW_WW-_-ibmdev-&cm_mmca1=000037FD&cm_mmca2=10010797&linkId=76866457
[5] https://developer.ibm.com/tutorials/getting-started-with-watson-openscale/?cm_mmc=OSocial_Twitter-_-Developer_IBM+Developer-_-WW_WW-_-ibmdev-&cm_mmca1=000037FD&cm_mmca2=10010797&linkId=77000317
[4] https://developer.ibm.com/tutorials/getting-started-with-watson-openscale/?cm_mmc=OSocial_Twitter-_-Developer_IBM+Developer-_-WW_WW-_-ibmdev-&cm_mmca1=000037FD&cm_mmca2=10010797&linkId=76862707
[4] https://developer.ibm.com/tutorials/getting-started-with-watson-openscale/?cm_mmc=OSocial_Twitter-_-Developer_IBM+Developer-_-WW_WW-_-ibmdev-&cm_mmca1=000037FD&cm_mmca2=10010797&linkId=76324609
[4] https://developer.ibm.com/tutorials/getting-started-with-watson-openscale/?cm_mmc=OSocial_Twitter-_-Developer_IBM+Developer-_-WW_WW-_-ibmdev-&cm_mmca1=000037FD&cm_mmca2=10010797&linkId=77119535
[3] https://developer.ibm.com/tutorials/visual-recognition-challenge/?cm_mmc=OSocial_Twitter-_-Developer_IBM+Developer-_-WW_WW-_-ibmdev-&cm_mmca1=000037FD&cm_mmca2=10010797&linkId=76867322
[3] https://developer.ibm.com/tutorials/accelerate-deep-learning-training-with-watson-studio-and-wml-accelerator/?cm_mmc=OSocial_Twitter-_-Developer_IBM+Developer-_-WW_WW-_-ibmdev-&cm_mmca1=000037FD&cm_mmca2=10010797&linkId=76868473
[3] https://developer.ibm.com/technologies/artificial-intelligence/patterns/analyze-batch-job-with-watson-machine-learning-for-zos/?cm_mmc=OSocial_Twitter-_-Developer_IBM+Developer-_-WW_WW-_-ibmdev-&cm_mmca1=000037FD&cm_mmca2=10010797&linkId=77746057

Top URLs in Tweet in G5:
[16] https://towardsdatascience.com/googles-new-explainable-ai-xai-service-83a7bc823773
[10] https://www.themsphub.com/how-watson-assistant-helps-you-treat-customers-like-vips-blog/?utm_source=twitter&utm_medium=social&utm_campaign=Q4_PWE
[8] https://www.themsphub.com/brand-connected-watson-assistant-ibm-ifttt-partnership/?utm_source=twitter&utm_medium=social&utm_campaign=Q4_PWE
[7] https://which-50.com/australian-cyber-engineers-use-ibm-watson-to-detect-insider-threats-across-platforms/
[5] https://www.ibm.com/blogs/internet-of-things/iot-exchange-2020-your-greatest-asset/?utm_medium=OSocial&utm_source=Twitter&utm_content=000001AN&utm_term=10001988&utm_id=iotexchange+earlybird+blog+reg&cm_mmc=OSocial_Twitter-_-Watson+IoT_Maximo-_-WW_WW-_-iotexchange+earlybird+blog+reg&cm_mmca1=000001AN&cm_mmca2=10001988&linkId=77317025
[5] https://www.youtube.com/watch?v=gtTcO1J6lgU&feature=youtu.be

[4] https://www.themsphub.com/introducing-watson-assistant-blog/?utm_source=twitter&utm_medium=social&utm_campaign=Q4_PWE
[4] https://www.themsphub.com/content/delivering-road-safety-via-the-cloud-and-ibm-watson/?utm_source=Twitter&utm_medium=Social&utm_campaign=With_IBM
[3] https://www.youtube.com/watch?v=xeMYyog6icQ&feature=youtu.be&a

[3] https://dy.si/ZyPfh

Top URLs in Tweet in G6:
[4] https://www.linkedin.com/slink?code=gxaRkRJ
[2] https://community.ibm.com/community/user/datascience/blogs/sivakumar-anne1/2019/09/26/devops-for-ml-applications-cicd-workflows?cm_mmc=OSocial_Twitter-_-Cloud+and+Data+Platform_Cross+Hybrid+Cloud-_-WW_WW-_-CDAIS+20191003+DS+Tech+Community+Blog+Post+Copy&cm_mmca1=000038BV&cm_mmca2=10011044&linkId=74712442
[2] https://www.ibmbigdatahub.com/blog/faster-roi-ai-watson-studio-premium-ibm-cloud-pak-data?cm_mmc=OSocial_Twitter-_-Cloud+and+Data+Platform_Data+Science-_-WW_WW-_-CDAIS+20191101+Faster+ROI+for+AI+Blog+Post+Post+Copy&cm_mmca1=000038LA&cm_mmca2=10012457&linkId=76281676
[2] https://www.ibmbigdatahub.com/blog/autoai-wins-aiconics-intelligent-automation-award-meet-key-inventor?cm_mmc=OSocial_Twitter-_-Cloud+and+Data+Platform_Data+Science-_-WW_WW-_-CDAIS+20190926+AutoAI+win+blog+post+Big+Data+Hub+Post+Copy&cm_mmca1=000000RE&cm_mmca2=10000668&linkId=74315061
[2] https://www.linkedin.com/slink?code=gcKkudx
[2] https://www.linkedin.com/slink?code=fRDtKnq
[2] https://www.linkedin.com/slink?code=eJX4UiG
[2] https://www.linkedin.com/slink?code=gM87t7C
[2] https://www.linkedin.com/slink?code=dw2jqS3
[2] https://www.linkedin.com/slink?code=eUsp8WH

Top URLs in Tweet in G7:
[15] https://geneticliteracyproject.org/2018/09/10/can-artificial-intelligence-give-us-a-more-efficient-health-care-system/
[13] https://developer.ibm.com/tutorials/accelerate-deep-learning-training-with-watson-studio-and-wml-accelerator/
[8] https://zpy.io/ca/7440b86c
[4] https://developer.ibm.com/tutorials/accelerate-deep-learning-training-with-watson-studio-and-wml-accelerator/?cm_mmc=OSocial_Twitter-_-Developer_IBM+Developer-_-WW_WW-_-ibmdev-&cm_mmca1=000037FD&cm_mmca2=10010797&linkId=76866457
[4] https://developer.ibm.com/linuxonpower/2019/11/15/watson-machine-learning-community-edition-1-6-2-new-versions-new-channels-and-more-oh-my/
[3] https://developer.ibm.com/tutorials/accelerate-deep-learning-training-with-watson-studio-and-wml-accelerator/?cm_mmc=OSocial_Twitter-_-Developer_IBM+Developer-_-WW_WW-_-ibmdev-&cm_mmca1=000037FD&cm_mmca2=10010797&linkId=76868473
[3] https://www.youtube.com/watch?v=gIdSaBu-scI

[3] https://www.informationweek.com/big-data/ai-machine-learning/ibm-takes-watson-ai-to-aws-google-azure/d/d-id/1333895?_mc=rss_x_iwr_edt_aud_iw_x_x-rss-simple
[2] https://venturebeat.com/2019/11/18/yamagata-university-uses-ibms-pairs-geoscope-and-watson-to-uncover-patterns-in-ancient-etchings/
[2] http://www.tohoku-epco.co.jp/news/press/1204580_1067.html

Top URLs in Tweet in G8:
[10] http://ibm.biz/BdzkGd?linkId=77552700
[10] https://www.ibm.com/blogs/watson-health/waste-in-us-health-system/
[4] https://medium.com/ibm-watson/watson-openscale-promoting-trust-and-transparency-when-climbing-the-ai-ladder-aeb3d6f9f04d
[4] https://newsroom.ibm.com/2019-11-19-IBM-Watson-Health-Announces-50-Top-Cardiovascular-Hospitals-in-U-S
[4] https://twinybots.ch/
[3] http://theintermind.com/
[2] https://www.ibm.com/watson-health?utm_medium=OSocial&utm_source=Twitter&utm_content=000031BA&utm_term=10005057&utm_id=tw-wh+homepage+rebrand&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Cross+Program-_-WW_WW-_-tw-wh+homepage+rebrand&cm_mmca1=000031BA&cm_mmca2=10005057&linkId=77552782
[2] https://www.ibm.com/blogs/watson-health/unintended-consequences-price-transparency-avoid/
[2] http://theintermind.com/#ArtificialIntelligence
[2] https://go.oncehub.com/RSNA2019

Top URLs in Tweet in G9:
[8] https://www.businessinsider.com/scientists-used-ibm-watson-to-discover-an-ancient-humanoid-stick-figure-2019-11
[6] https://www.businessinsider.com/scientists-used-ibm-watson-to-discover-an-ancient-humanoid-stick-figure-2019-11?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[4] https://www.businessinsider.com/scientists-used-ibm-watson-to-discover-an-ancient-humanoid-stick-figure-2019-11?r=US&IR=T
[2] https://www.businessinsider.my/scientists-used-ibm-watson-to-discover-an-ancient-humanoid-stick-figure-2019-11/?linkId=77326228#.XdQQnR8Gz1g.twitter
[1] https://www.businessinsider.com/scientists-used-ibm-watson-to-discover-an-ancient-humanoid-stick-figure-2019-11?nr_email_referer=1&utm_source=Sailthru&utm_medium=email&utm_content=Tech_select
[1] https://www.ibm.com/watson/ai-customer-service/customer-self-service?linkId=77700472
[1] https://venturebeat.com/2019/05/24/ibms-ai-uses-grammar-rules-to-catch-linguistic-nuances-of-u-s-english/?linkId=70389637
[1] https://newsroom.ibm.com/2019-06-11-IBM-Celebrates-Women-Business-Pioneers-In-Artificial-Intelligence?cm_mmc=OSocial_Twitter-_-Watson+AI_Watson+Core+-+Platform-_-WW_WW-_-IBM+Women+Leaders+In+AI+June+2019&cm_mmca1=000000OF&cm_mmca2=10000408&2397380006&linkId=68844721
[1] https://www.ibmbigdatahub.com/blog/faster-roi-ai-watson-studio-premium-ibm-cloud-pak-data?cm_mmc=OSocial_Twitter-_-Cloud+and+Data+Platform_Data+Science-_-WW_WW-_-CDAIS+20191101+Faster+ROI+for+AI+Blog+Post+Post+Copy&cm_mmca1=000038LA&cm_mmca2=10012457&linkId=76281676
[1] https://www.ibm.com/watson/supply-chain/resources/five-trends-for-supply-chain-future/?utm_medium=OSocial&utm_source=Twitter&utm_content=000020LU&utm_term=10005663&utm_id=5+SC+Trends&cm_mmc=OSocial_Twitter-_-Watson+Supply+Chain_Watson+Supply+Chain-_-WW_WW-_-5+SC+Trends&cm_mmca1=000020LU&cm_mmca2=10005663&linkId=77336869#section-5

Top URLs in Tweet in G10:
[27] https://liwaiwai.com/2019/11/05/mit-ibm-watson-ai-lab-releases-groundbreaking-research-on-ai-and-the-future-of-work/
[8] https://www.ibm.com/blogs/research/2019/10/mit-ibm-watson-ai-lab-future-of-work/
[1] https://www.newstatesman.com/spotlight/emerging-technologies/2019/11/what-watson-did-ai-conversation
[1] https://towardsdatascience.com/googles-new-explainable-ai-xai-service-83a7bc823773
[1] https://www.ibm.com/blogs/internet-of-things/iot-exchange-2020-your-greatest-asset/?utm_medium=OSocial&utm_source=Twitter&utm_content=000001AN&utm_term=10001988&utm_id=iotexchange+earlybird+blog+reg&cm_mmc=OSocial_Twitter-_-Watson+IoT_Maximo-_-WW_WW-_-iotexchange+earlybird+blog+reg&cm_mmca1=000001AN&cm_mmca2=10001988&linkId=77317025
[1] http://out.faveeo.com/?url=https://liwaiwai.com/2019/11/05/mit-ibm-watson-ai-lab-releases-groundbreaking-research-on-ai-and-the-future-of-work/&vertical=cybersecurity&family=ai

Top Domains
Top Domains in Tweet in Entire Graph:
[572] ibm.com
[330] linkedin.com
[90] youtube.com
[73] venturebeat.com
[70] dy.si
[69] businessinsider.com
[69] twitter.com
[69] co.uk
[62] techrepublic.com
[48] fastcompany.com

Top Domains in Tweet in G1:
[136] linkedin.com
[83] ibm.com
[41] dy.si
[36] businessinsider.com
[32] youtube.com
[30] venturebeat.com
[27] twitter.com
[22] fastcompany.com
[20] techrepublic.com
[10] liwaiwai.com

Top Domains in Tweet in G2:
[37] ibm.com
[25] venturebeat.com
[11] twitter.com
[7] sporttechie.com
[6] youtube.com
[4] linkedin.com
[3] psu.edu
[2] onelink.me
[2] fastcompany.com
[2] pinterest.com

Top Domains in Tweet in G3:
[40] linkedin.com
[31] ibm.com
[17] fastcompany.com
[7] knowlengr.com
[7] youtube.com
[6] venturebeat.com
[5] ieee.org
[4] businessoverbroadway.com
[2] wired.com
[2] dy.si

Top Domains in Tweet in G4:
[107] ibm.com
[16] dy.si
[15] linkedin.com
[3] businessinsider.com
[2] liwaiwai.com
[2] techrepublic.com
[2] bit.ly
[1] ibm.biz
[1] on24.com
[1] venturebeat.com

Top Domains in Tweet in G5:
[56] ibm.com
[30] themsphub.com
[24] youtube.com
[16] towardsdatascience.com
[7] which-50.com
[7] google.com
[5] on24.com
[5] dy.si
[4] linkedin.com
[3] newstatesman.com

Top Domains in Tweet in G6:
[58] linkedin.com
[13] ibm.com
[8] ibmbigdatahub.com
[5] ziftsolutions.com
[3] youtube.com
[2] forbes.com
[2] youtu.be
[1] fortune.com
[1] medium.com
[1] vimeo.com

Top Domains in Tweet in G7:
[32] ibm.com
[15] geneticliteracyproject.org
[8] zpy.io
[4] co.jp
[4] youtube.com
[3] informationweek.com
[2] venturebeat.com
[2] linkedin.com
[2] co.uk
[2] dy.si

Top Domains in Tweet in G8:
[34] ibm.com
[10] ibm.biz
[6] linkedin.com
[5] theintermind.com
[4] medium.com
[4] twinybots.ch
[2] oncehub.com
[2] internetworld.de
[1] prnewswire.com
[1] fastcompany.com

Top Domains in Tweet in G9:
[19] businessinsider.com
[4] ibm.com
[2] businessinsider.my
[1] venturebeat.com
[1] ibmbigdatahub.com
[1] nytimes.com
[1] lexfridman.com
[1] davidcrosstravels.com

Top Domains in Tweet in G10:
[27] liwaiwai.com
[9] ibm.com
[1] newstatesman.com
[1] towardsdatascience.com
[1] faveeo.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[757] ai
[472] ibm
[327] blockchain
[271] watson
[175] technology
[147] ibmwatson
[98] machinelearning
[97] iot
[83] datascience
[76] artificialintelligence



Top Hashtags in Tweet in G1:
[80] ibm
[75] ai
[68] watson
[22] artificialintelligence
[19] ibmcloud
[19] blockchain
[15] iot
[15] technology
[15] meetyoursecondlife
[15] 適職診断

Top Hashtags in Tweet in G2:
[58] ai
[28] watson
[23] ibm
[15] ibmservices
[9] nazcalines
[9] peru
[8] cyberday4girls
[8] chatbot
[8] breakthroughpartnerships
[8] iot

Top Hashtags in Tweet in G3:
[122] ai
[43] ibmwatson
[36] ibm
[23] chatbot
[23] customerservice
[21] watson
[14] womenintech
[13] blackfriday
[9] datascience
[7] cdss

Top Hashtags in Tweet in G4:
[197] blockchain
[115] technology
[67] ai
[55] free
[55] ebook
[38] podcast
[34] trends
[34] enterprise
[32] ibm
[28] ibmsterling

Top Hashtags in Tweet in G5:
[152] ibm
[128] ai
[27] iot
[25] watson
[23] engineering
[22] maximo
[20] iotexchange
[16] watsoniot
[16] tech
[11] gaming

Top Hashtags in Tweet in G6:
[40] ai
[14] ibm
[12] watson
[11] machinelearning
[11] data
[9] datascience
[6] ibmwatson
[3] openscale
[3] nlp
[3] autoai

Top Hashtags in Tweet in G7:
[49] machinelearning
[38] ibmwatson
[38] datascience
[38] bigdata
[38] deeplearning
[38] ai
[37] digitalhealth
[37] healthtech
[19] ibm
[18] artificialintelligence

Top Hashtags in Tweet in G8:
[26] ai
[20] ibm4ins
[13] ehealth
[12] ibm
[10] cardiovascular
[10] articles
[9] insurance
[8] artificialintelligence
[6] rsna19
[6] smarterhealth

Top Hashtags in Tweet in G9:
[14] ai
[4] peru
[4] nazca
[4] rt
[3] ibm
[3] ibmwatson
[3] ia
[3] watsonibm
[3] tranfonum
[2] archaeology

Top Hashtags in Tweet in G10:
[46] ai
[39] futureofwork
[11] ibm
[10] watson
[9] digitaltransformation
[8] mit
[8] lab
[8] work
[6] artificialintelligence
[1] conversation

Top Words
Top Words in Tweet in Entire Graph:
[3120] Words in Sentiment List#1: Positive
[1200] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[88592] Non-categorized Words
[92912] Total Words
[2332] ibm
[2277] watson
[755] #ai
[654] ai
[447] #ibm

Top Words in Tweet in G1:
[585] ibm
[529] watson
[123] ai
[79] #ibm
[75] #ai
[68] #watson
[61] figure
[58] health
[55] data
[54] ancient

Top Words in Tweet in G2:
[232] ibm
[159] watson
[66] learn
[58] #ai
[54] yamagata
[54] university
[41] flu
[41] ancient
[39] football
[36] risk

Top Words in Tweet in G3:
[242] ibmwatson
[175] watson
[161] ibm
[123] ai
[121] #ai
[88] women
[71] make
[66] learn
[66] year
[66] 000

Top Words in Tweet in G4:
[197] #blockchain
[184] ibmblockchain
[115] #technology
[102] watson
[83] ibm
[82] more
[67] #ai
[66] visibility
[65] learn
[58] app

Top Words in Tweet in G5:
[131] #ibm
[128] #ai
[124] watson
[104] ibm
[99] ibmiot
[56] digital
[51] data
[50] asset
[48] twin
[46] assistant

Top Words in Tweet in G6:
[146] ibm
[118] watson
[65] ai
[53] ibmanalytics
[40] #ai
[34] studio
[31] data
[29] blockchain
[28] business
[28] openscale

Top Words in Tweet in G7:
[201] watson
[141] learning
[100] ibm
[73] machine
[50] accelerator
[49] #machinelearning
[42] studio
[39] life
[38] accelerate
[38] #ibmwatson

Top Words in Tweet in G8:
[65] health
[62] watson
[57] ibmwatsonhealth
[57] ibm
[33] top
[26] #ai
[23] hospitals
[20] #ibm4ins
[18] 50
[16] ai

Top Words in Tweet in G9:
[61] nazca
[44] lines
[41] scientists
[40] used
[39] year
[39] figure
[38] artificial
[38] intelligence
[38] discover
[38] 000

Top Words in Tweet in G10:
[46] #ai
[39] research
[39] #futureofwork
[32] lab
[31] releases
[31] groundbreaking
[31] ai
[29] ibmwatson
[24] ipfconline1
[23] liwa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1203] ibm,watson
[240] year,old
[237] 000,year
[153] nazca,lines
[146] artificial,intelligence
[145] scientists,used
[145] stick,figure
[139] machine,learning
[136] watson,assistant
[135] watson,ai

Top Word Pairs in Tweet in G1:
[323] ibm,watson
[51] 000,year
[51] year,old
[46] watson,health
[41] artificial,intelligence
[39] stick,figure
[37] watson,ai
[37] scientists,used
[35] yamagata,university
[35] uses,ibm

Top Word Pairs in Tweet in G2:
[59] ibm,watson
[54] yamagata,university
[25] europe's,oldest
[25] oldest,largest
[25] largest,port
[25] port,become
[25] become,world's
[25] world's,smartest
[25] smartest,learn
[25] learn,working

Top Word Pairs in Tweet in G3:
[97] ibm,watson
[65] 000,year
[65] year,old
[59] ai,fast
[59] fast,growing
[59] growing,technology
[59] technology,poised
[59] poised,drive
[59] drive,dramatic
[59] dramatic,changes

Top Word Pairs in Tweet in G4:
[73] #blockchain,#technology
[55] killer,app
[55] #free,#ebook
[54] fundamentals,#blockchain
[54] #technology,transforming
[54] transforming,industries
[54] industries,adding
[54] adding,visibility
[52] ibmblockchain,fundamentals
[52] visibility,st

Top Word Pairs in Tweet in G5:
[54] ibm,watson
[48] digital,twin
[35] watson,assistant
[26] data,#ibm
[25] enterprise,scale
[24] #ai,without
[24] without,digital
[24] twin,digital
[24] twin,truth
[24] truth,data

Top Word Pairs in Tweet in G6:
[77] ibm,watson
[29] watson,studio
[28] watson,openscale
[22] ibm,cloud
[22] cloud,pak
[22] find,adapt
[22] adapt,ai
[22] ai,business
[22] business,ibm
[19] pak,data

Top Word Pairs in Tweet in G7:
[75] ibm,watson
[72] machine,learning
[63] watson,machine
[50] learning,accelerator
[42] watson,studio
[39] studio,watson
[38] accelerate,learning
[38] learning,watson
[37] doctors,credit
[37] credit,ibm

Top Word Pairs in Tweet in G8:
[48] ibm,watson
[34] watson,health
[14] 50,top
[14] smarter,health
[12] workforce,doesn
[12] doesn,surprises
[12] surprises,know
[12] know,package
[12] package,services
[12] services,doctor

Top Word Pairs in Tweet in G9:
[44] nazca,lines
[40] scientists,used
[38] artificial,intelligence
[38] 000,year
[38] year,old
[38] stick,figure
[37] discover,000
[37] old,stick
[37] mysterious,nazca
[36] intelligence,discover

Top Word Pairs in Tweet in G10:
[31] lab,releases
[31] releases,groundbreaking
[31] groundbreaking,research
[30] #ai,lab
[27] research,ai
[26] ibmwatson,#ai
[26] ai,#futureofwork
[23] ipfconline1,ibmwatson
[23] #futureofwork,liwa
[8] research,#mit

Top Replied-To
Top Replied-To in Entire Graph:
@ibm
@vodafonein
@ibmwatson
@scobleizer
@bottingkruger
@james_holzhauer
@gabriel_quinjin
@chainofthings
@judicialwatch
@jeopardy

Top Replied-To in G1:
@bottingkruger

Top Replied-To in G2:
@vodafonein
@ibm
@jeopardy
@ibmsports
@data_bayes
@danieldopp
@jason_juliano
@abcnetwork
@crispinhavener

Top Replied-To in G3:
@ibm
@ibmwatson
@stephania_espn
@sergiosotelo75

Top Replied-To in G4:
@thorsxrphammer

Top Replied-To in G5:
@tajymany
@kavericamire
@inthehighest_1
@whitehouse

Top Replied-To in G6:
@jfpuget

Top Replied-To in G7:
@geracaodevalor
@ibmpowersystems

Top Replied-To in G8:
@ibmwatsonhealth
@ibm

Top Replied-To in G10:
@mirkoduesel
@julez_norton

Top Mentioned
Top Mentioned in Entire Graph:
@ibmwatson
@ibm
@ibmblockchain
@ibmiot
@ibmanalytics
@ibmwatsonhealth
@ibmdeveloper
@ibmwatsonmedia
@fastcompany
@independent

Top Mentioned in G1:
@icloudseven
@hybrid_ts
@medically_home
@clinicalphase
@sucreoscar
@carlrioux

Top Mentioned in G2:
@ibm
@ibmwatson
@espnfantasy
@ibmresearch
@portofrotterdam
@weatherchannel
@venturebeat
@rwlord
@ibmsports
@ibmnews

Top Mentioned in G3:
@ibmwatson
@fastcompany
@iconversations
@ibm
@ibmiot
@ibmanalytics
@wnbt1959
@peterdkramer
@delisaatredhat
@rexhealthcare

Top Mentioned in G4:
@ibmblockchain
@ibmdeveloper
@ibmsupplychain
@rachelwolf00
@ibmwatson
@ibmiot
@ibm
@ibmwatsonhealth
@greenworkstools
@ibmindustries

Top Mentioned in G5:
@ibmiot
@tajymany
@rhigh
@ibmwatson
@youtube
@neurozoinnovat1
@ibmeurope
@ibm
@thomas_harrer
@theaihub

Top Mentioned in G6:
@ibmanalytics
@ibmwatson
@robdthomas
@ozyind
@ibmcanada
@ibm
@jfpuget
@mikespringgay
@karanbajwa_in
@shamorstor

Top Mentioned in G7:
@aihealth1
@datascience__
@ibmpowersystems
@ibm
@ibmwatson
@sumitgup
@ibmdeveloper
@ibm_uk_news
@noordintech
@machinelearnflx

Top Mentioned in G8:
@ibmwatsonhealth
@hardinmemorial
@wakemed
@stefanriedelibm
@ibmwatson
@pauleweisses
@guerbetgroup
@mercer
@markpricedavies
@datascience__

Top Mentioned in G9:
@businessinsider
@hamilbug
@ibmnews
@ibmwatson
@marialmejiamesa
@ibm
@venturebeat
@ncstate
@guidingeyes
@magraki

Top Mentioned in G10:
@ibmwatson
@mit
@ipfconline1
@liwa
@drsharwood
@liwaiwaicom
@pierrepinna
@helene_wpli
@psb_dc
@jblefevre60

Top Tweeters
Top Tweeters in Entire Graph:
@vodafonein
@arkangelscrap
@sectest9
@resilient_ent
@javascriptd
@nosqldigest
@falconhamada_90
@pypi_updates2
@defendressofsan
@marciojmsilva

Top Tweeters in G1:
@pypi_updates2
@marciojmsilva
@techl0g
@lucas_wyrsch
@thecloudnetwork
@bhumharit
@crweworld
@drpatfarrell
@droolindog
@kinobuyu

Top Tweeters in G2:
@vodafonein
@baarahk
@shalisa_renee
@mspan10
@analyticaglobal
@9b3or2qditmbdcd
@phycoinsc
@shafeeu
@tmmmarshall
@mayordollar

Top Tweeters in G3:
@mrcoollooking75
@trippbraden
@nomoreslaves
@mjoehlerich
@femtech_
@dabrams2021
@fastcompany
@jrkuhns
@iconversations
@divasdelite

Top Tweeters in G4:
@arkangelscrap
@sectest9
@patriceinmilano
@papriddey
@lelkan
@edimosip
@martinmavenjina
@tsxbo
@dcarsoncpa_mfc
@manifattura40

Top Tweeters in G5:
@aldoceccarelli
@santchiweb
@_steve3_
@2601manish
@jacobussystems
@drferdowsi
@spirosmargaris
@verge
@topcybernews
@ccprakay

Top Tweeters in G6:
@calcaware
@fortunemagazine
@akdm_bot
@virboy21
@johnangel1977
@justbementalist
@iluvhorseracing
@roshaundadgreen
@kat51481190
@mums27

Top Tweeters in G7:
@gamergeeknews
@chidambara09
@tess_blue815
@machinelearnflx
@sabinmarketing
@truthseeker6761
@datascience__
@serverlessfan
@thecuriousluke
@rstatstweet

Top Tweeters in G8:
@kotaknaren
@pegmeerkatz
@caring_mobile
@hubbucket
@amruthasuri
@manojmayogi
@brainroaring
@odsc
@steveklinko
@beckershr

Top Tweeters in G9:
@fusasippona
@businessinsider
@nytimes
@chennylou
@gonzalobarria
@iashleyrichards
@nadeemansary
@jst__x
@sai
@dokscho

Top Tweeters in G10:
@evankirstel
@akwyz
@andrewmorrisuk
@vivmilano
@debraruh
@ssxman2
@kuriharan
@vivekghosal
@ipfconline1
@jblefevre60