IBM AI, Twitter, 4/24/2019 5:40:32 PM, 194768
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IBM AI_2019-04-24_09-33-28.xlsx
IBM AI_2019-04-24_09-33-28.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
April 24, 2019
Short Description:
IBM AI via NodeXL http://bit.ly/2L3Q0qi
@ibm
@ibmwatson
@chidambara09
@nodexl
@tmmmarshall
@pardoe_ai
@thomas_harrer
@topcybernews
@statnews
@calcaware

Top hashtags:
#ai
#ibm
#iot
#machinelearning
#artificialintelligence
#bigdata
#blockchain
#datascience
#cloud

Description:
Description
The graph represents a network of 5,141 Twitter users whose recent tweets contained "IBM AI", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 24 April 2019 at 16:57 UTC.

The tweets in the network were tweeted over the 9-day, 16-hour, 19-minute period from Monday, 15 April 2019 at 00:13 UTC to Wednesday, 24 April 2019 at 16:33 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 : 5141
Unique Edges : 7238
Edges With Duplicates : 4041
Total Edges : 11279
Self-Loops : 2726
Reciprocated Vertex Pair Ratio : 0.0280120481927711
Reciprocated Edge Ratio : 0.0544975095224143
Connected Components : 1225
Single-Vertex Connected Components : 960
Maximum Vertices in a Connected Component : 3322
Maximum Edges in a Connected Component : 9176
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.347322
Graph Density : 0.000258318530286391
Modularity : 0.523748
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[210] https://www.statnews.com/2019/04/18/ibm-halting-sales-of-watson-for-drug-discovery/
[146] https://spectrum.ieee.org/biomedical/diagnostics/how-ibm-watson-overpromised-and-underdelivered-on-ai-health-care
[65] https://www.cnbc.com/2019/04/03/ibm-ai-can-predict-with-95-percent-accuracy-which-employees-will-quit.html
[57] https://www.jadirectives.com/best-business-intelligence-certification-online/
[46] https://venturebeat.com/2019/04/10/new-ibm-technique-cuts-ai-speech-recognition-training-time-from-a-week-to-11-hours/
[43] http://KITT.AI
[30] https://www.youtube.com/watch?v=78i4cRTf5IU&feature=youtu.be

[29] https://www.ibm.com/blogs/think/2019/04/ai-and-iot-help-perfect-the-brew-at-sugar-creek-brewing-company/
[29] https://futurism.com/the-byte/ibm-watson-ai-drug-discovery
[26] https://mailchi.mp/dxworldexpo.com/friday-update-for-cloudexpo-new-york-faculty-393673?e=9810450a36

Top URLs in Tweet in G1:
[46] https://www.statnews.com/2019/04/18/ibm-halting-sales-of-watson-for-drug-discovery/
[39] http://KITT.AI
[34] https://www.cnbc.com/2019/04/03/ibm-ai-can-predict-with-95-percent-accuracy-which-employees-will-quit.html
[29] https://spectrum.ieee.org/biomedical/diagnostics/how-ibm-watson-overpromised-and-underdelivered-on-ai-health-care
[16] https://futurism.com/the-byte/ibm-watson-ai-drug-discovery
[14] https://news.ycombinator.com/item?id=19690812
[14] https://futurism.com/ibm-watson-ai-drug-discovery/
[11] https://www.fiercebiotech.com/medtech/ibm-to-wind-down-watson-s-work-ai-based-drug-discovery-report
[10] https://www.extremetech.com/extreme/289852-ibm-halts-sales-of-watson-ai-for-drug-discovery-and-research
[9] https://www.inc.com/bill-murphy-jr/ibm-says-it-now-has-a-patent-on-a-secret-method-to-predict-when-employees-will-quit-its-95-percent-accurate-is-this-brilliant-or-terrifying.html

Top URLs in Tweet in G2:
[55] https://www.jadirectives.com/best-business-intelligence-certification-online/
[38] https://www.statnews.com/2019/04/18/ibm-halting-sales-of-watson-for-drug-discovery/
[26] https://mailchi.mp/dxworldexpo.com/friday-update-for-cloudexpo-new-york-faculty-393673?e=9810450a36
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193489
[14] https://venturebeat.com/2019/04/10/new-ibm-technique-cuts-ai-speech-recognition-training-time-from-a-week-to-11-hours/
[14] https://spectrum.ieee.org/biomedical/diagnostics/how-ibm-watson-overpromised-and-underdelivered-on-ai-health-care
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193479
[13] https://www.ibm.com/de-de/events/thinkatibm
[12] https://www.ibm.com/watson/ai-for-industries/?social_post=2216298899&linkId=65387075
[12] https://www.ibm.com/blogs/think/2019/04/ai-and-iot-help-perfect-the-brew-at-sugar-creek-brewing-company/

Top URLs in Tweet in G3:
[15] https://ibm.conference.bemyapp.com/governance
[10] https://ibm.biz/Bd2w9m
[7] https://www.ibm.com/blogs/cloud-computing/2018/10/29/future-customer-experience-ai/?cm_mmc=OSocial_Twitter-_-Hybrid+Cloud_Digital+Business+Automation-_-WW_WW-_-Influencer+Blog+4+-+Twitter&cm_mmca1=000020LI&cm_mmca2=10005060
[7] https://ibm.conference.bemyapp.com/governance?utm_source=twitter&utm_medium=organic&utm_campaign=speakershoutouts
[6] https://www.cnbc.com/2018/12/21/how-ibm-is-using-ai-for-marketing.html
[6] https://www.meetup.com/IBM-Developer-SF-Bay-Area-Meetup/events/260829411/
[5] https://www.ibm.com/blogs/cloud-computing/2018/08/14/future-automating-work/?cm_mmc=OSocial_Twitter-_-Hybrid+Cloud_Digital+Business+Automation-_-WW_WW-_-Kevin+Craine+influencer+blog+post+2&cm_mmca1=000020LI&cm_mmca2=10005060
[4] https://devdiner.com/interviews/talking-machine-learning-with-tanmay-bakshi-at-the-ibm-watson-summit?utm_content=buffer0bdd7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.oreilly.com/ideas/streamining-your-data-assets-a-strategy-for-the-journey-to-ai?linkId=65755648
[4] https://www.ibm.com/downloads/cas/A3BW3BJZ?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-SolutionBrief-03272019&cm_mmca1=000002PW&

Top URLs in Tweet in G4:
[11] https://www.statnews.com/2019/04/18/ibm-halting-sales-of-watson-for-drug-discovery/
[11] https://spectrum.ieee.org/biomedical/diagnostics/how-ibm-watson-overpromised-and-underdelivered-on-ai-health-care
[8] https://onlinexperiences.com/scripts/Server.nxp?LASCmd=AI:4;F:QS!10100&ShowUUID=DD78BC7E-8B47-4AED-A6AA-C9B5C41D04EB&LangLocaleID=1033&AffiliateData=LinuxONETwitter&linkId=66236200
[7] https://www.techspot.com/news/79502-ibm-human-resource-ai-can-predict-when-employees.html
[4] https://www.businessinsider.com/ibm-shutters-watson-ai-tool-drug-discovery-2019-4
[4] https://venturebeat.com/2019/04/10/new-ibm-technique-cuts-ai-speech-recognition-training-time-from-a-week-to-11-hours/
[4] https://www.cnbc.com/2019/04/03/ibm-ai-can-predict-with-95-percent-accuracy-which-employees-will-quit.html
[4] https://essentials.news/ai/robotics/article/1c6390274b
[3] https://lnkd.in/f6zDtM2
[3] https://spectrum.ieee.org/biomedical/diagnostics/how-ibm-watson-overpromised-and-underdelivered-on-ai-health-care#disqus_thread

Top URLs in Tweet in G5:
[12] https://video.cube365.net/c/912227
[7] https://video.cube365.net/c/912288
[7] https://www.digitaltrends.com/cool-tech/ai-fix-satellite-nasa/
[7] https://www.ibm.com/partnerworld/watson/ai
[4] https://www.ibm.com/downloads/cas/A3BW3BJZ?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-SolutionBrief-03272019&cm_mmca1=000002PW&
[4] https://ibm.conference.bemyapp.com/governance?utm_source=twitter&utm_medium=organic&utm_campaign=speakershoutouts
[4] https://www.theregister.co.uk/2019/04/12/ibm_ai_database/
[3] https://gitlab.com/bmarolleau/my-awsome-projects/blob/master/README.md
[3] https://www.ibm.com/it-infrastructure/power/os/ibm-i-technologies?platform=hootsuite
[3] https://www.ibm.com/common/ssi/cgi-bin/ssialias?htmlfid=77018877GBEN&&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Power-_-EP_EP-_-newsletterAI17Apr2019&cm_mmca1=000032LA&cm_mmca2=10008054

Top URLs in Tweet in G6:
[8] https://www.ibm.com/blogs/research/2019/04/hci-ai/
[7] https://wwd.com/business-news/technology/ibm-fit-ai-1203115835/
[4] https://www.ibm.com/blogs/think/2019/04/ai-and-iot-help-perfect-the-brew-at-sugar-creek-brewing-company/
[3] https://twitter.com/IBMCCtr/status/1115575370655391745
[2] https://www.zdnet.com/article/smart-beer/
[2] https://www.verdict.co.uk/ai-in-the-fashion-industry-fit-ibm/
[2] https://www.business-standard.com/article/pti-stories/ibm-using-ai-to-create-customised-emphatic-chatbots-119041600622_1.html#.XLcGs4F7_Lo.twitter
[2] https://twitter.com/HUBweek/status/1119019965191946240
[2] https://www.rdmag.com/article/2019/04/ibm-platform-uses-ai-predict-chemical-reactions#.XLil-K-coT8.twitter
[2] https://venturebeat.com/2019/04/10/new-ibm-technique-cuts-ai-speech-recognition-training-time-from-a-week-to-11-hours/

Top URLs in Tweet in G7:
[4] https://insiderlouisville.com/education/uofl-ibm-create-academy-to-teach-ai-iot-cybersecurity-quantum-computing/
[4] https://venturebeat.com/2019/04/10/new-ibm-technique-cuts-ai-speech-recognition-training-time-from-a-week-to-11-hours/
[3] http://out.faveeo.com/?url=https://insiderlouisville.com/education/uofl-ibm-create-academy-to-teach-ai-iot-cybersecurity-quantum-computing/&vertical=it-trends&lang=en
[3] https://www.ibm.com/blogs/cloud-computing/2019/04/15/machine-learning-cybersecurity/
[3] https://insiderlouisville.com/?p=393628
[2] https://lesclesdedemain.lemonde.fr/technologie/une-application-mobile-pour-favoriser-le-nettoyage-des-dechets-dans-le-monde-entier_a-88-7215.html
[2] https://lnkd.in/eKNkYtU
[2] https://www.ibm.com/blogs/cloud-computing/2019/04/16/business-value-robotic-process-automation-rpa/
[2] https://venturebeat.com/2019/04/10/new-ibm-technique-cuts-ai-speech-recognition-training-time-from-a-week-to-11-hours/?linkId=66329439
[2] http://snip.ly/u9gy9h

Top URLs in Tweet in G8:
[4] http://www.cms-connected.com/News-Archive/April-2019/Vendors-Discuss-Gartner-MQ-for-Analytics-BI-Platforms-2019
[2] http://spr.ly/6013EbXV7?es_p=9067267
[2] https://ibm.biz/Bd2WyF
[1] https://www.npr.org/sections/health-shots/2019/04/22/712778514/google-searches-for-ways-to-put-artificial-intelligence-to-use-in-health-care
[1] https://www.womenofsiliconvalley.com/?utm_content=89748611&utm_medium=social&utm_source=twitter&hss_channel=tw-3434168595
[1] https://www.forbes.com/sites/joemckendrick/2019/04/10/nine-companies-are-shaping-the-future-of-artificial-intelligence/#74697f692cf1
[1] https://www.forbes.com/sites/andrewrossow/2018/10/23/ibms-new-partnership-with-travelport-will-bring-major-changes-to-blockchain-technology-and-travel/
[1] https://www.21cryptos.com/volkswagen-form-partnership-with-ibm-blockchain/
[1] https://todaysgazette.com/ibm-stellar-world-wire-with-44-banking-endpoints-and-1081trade-pair-could-beat-ripple-xrp/
[1] https://www.forbes.com/sites/darrynpollock/2019/04/19/can-ibms-world-wire-be-the-answer-to-cryptocurrency-payments-or-do-we-need-more-options/?ss=crypto-blockchain#5a813a4913da

Top URLs in Tweet in G9:
[59] https://www.statnews.com/2019/04/18/ibm-halting-sales-of-watson-for-drug-discovery/
[3] https://spectrum.ieee.org/biomedical/diagnostics/how-ibm-watson-overpromised-and-underdelivered-on-ai-health-care
[1] https://www.statnews.com/2019/04/16/in-a-test-for-ai-a-buzzy-machine-learning-inks-drug-discovery-deal-with-gilead/?mc_cid=f203f21622&mc_eid=501e61c5a8
[1] https://twitter.com/keita_masui/status/1120506806298664960
[1] https://www.fiercebiotech.com/medtech/ibm-to-wind-down-watson-s-work-ai-based-drug-discovery-report?mc_cid=f203f21622&mc_eid=501e61c5a8
[1] https://twitter.com/jingbay/status/1118969629638946816
[1] https://www.fiercebiotech.com/medtech/ibm-to-wind-down-watson-s-work-ai-based-drug-discovery-report?utm_medium=social&utm_source=twitter

Top URLs in Tweet in G10:
[8] https://www-01.ibm.com/events/wwe/grp/grp308.nsf/Agenda.xsp?openform&seminar=Z8FDBYES&locale=en_ZZ&cm_mmc=OSocial_Twitter-_-Watson+Customer+Engagement_Watson+Supply+Chain-_-EP_EP-_-WSC-Twitter-Social-Hub-message11-event-Nordic-EP&cm_mmca1=000032PC&cm_mmca2=10006439
[6] https://www.gartner.com/en/conferences/na/supply-chain-us/agenda
[4] https://www-01.ibm.com/events/wwe/grp/grp308.nsf/Agenda.xsp?openform&seminar=Z8FDBYES&locale=en_ZZ&cm_mmc=OSocial_Twitter-_-Watson+Customer+Engagement_Watson+Supply+Chain-_-EP_EP-_-WSC-Twitter-Social-Hub-message3-event-Nordic-EP&cm_mmca1=000032PC&cm_mmca2=10006439
[4] https://www-01.ibm.com/events/wwe/grp/grp308.nsf/Agenda.xsp?openform&seminar=Z8FDBYES&locale=en_ZZ&cm_mmc=OSocial_Twitter-_-Watson+Customer+Engagement_Watson+Supply+Chain-_-EP_EP-_-WSC-Twitter-Social-Hub-message1-event-Nordics-EP&cm_mmca1=000032PC&cm_mmca2=10006439
[3] https://www-01.ibm.com/events/wwe/grp/grp308.nsf/Agenda.xsp?openform&seminar=Z8FDBYES&locale=en_ZZ&cm_mmc=OSocial_Twitter-_-Watson+Customer+Engagement_Watson+Supply+Chain-_-EP_EP-_-WSC-Twitter-Social-Hub-message2-event-Nordic-EP&cm_mmca1=000032PC&cm_mmca2=10006439
[3] https://lnkd.in/dAt8vSA
[3] https://www.ibm.com/services/sap/digital-transformation
[3] https://spectrum.ieee.org/biomedical/diagnostics/how-ibm-watson-overpromised-and-underdelivered-on-ai-health-care
[2] https://www-01.ibm.com/events/wwe/grp/grp308.nsf/Registration.xsp?openform&seminar=Z8FDBYES&locale=en_ZZZ&cm_mmc=OSocial_Twitter-_-Watson+Customer+Engagement_Watson+Supply+Chain-_-EP_EP-_-WSC-Twitter-Social-Hub-message7-event-Nordic-EP&cm_mmca1=000032PC&cm_mmca2=10006439
[2] https://ibm.biz/Bd2w9m

Top Domains
Top Domains in Tweet in Entire Graph:
[875] ibm.com
[498] lnkd.in
[222] statnews.com
[180] dy.si
[172] ieee.org
[160] twitter.com
[100] cnbc.com
[81] youtube.com
[78] futurism.com
[71] forbes.com

Top Domains in Tweet in G1:
[203] lnkd.in
[139] ibm.com
[51] statnews.com
[45] cnbc.com
[41] futurism.com
[39] kitt.ai
[38] ieee.org
[24] twitter.com
[18] ycombinator.com
[16] youtube.com

Top Domains in Tweet in G2:
[185] ibm.com
[81] lnkd.in
[73] dy.si
[55] jadirectives.com
[50] nodexlgraphgallery.org
[38] statnews.com
[28] twitter.com
[28] mailchi.mp
[27] themsphub.com
[23] venturebeat.com

Top Domains in Tweet in G3:
[115] ibm.com
[29] bemyapp.com
[29] lnkd.in
[17] ibm.biz
[9] cnbc.com
[8] medium.com
[7] oreilly.com
[6] forbes.com
[6] meetup.com
[5] libsyn.com

Top Domains in Tweet in G4:
[47] lnkd.in
[36] ibm.com
[29] dy.si
[19] twitter.com
[15] ieee.org
[12] statnews.com
[10] cnbc.com
[9] onlinexperiences.com
[8] techspot.com
[6] futurism.com

Top Domains in Tweet in G5:
[85] ibm.com
[31] digitaltrends.com
[21] cube365.net
[12] dy.si
[11] twitter.com
[8] youtube.com
[6] medium.com
[6] co.uk
[5] bemyapp.com
[3] gitlab.com

Top Domains in Tweet in G6:
[23] ibm.com
[10] twitter.com
[8] wwd.com
[4] medium.com
[4] rdmag.com
[3] zdnet.com
[3] cheddar.com
[3] co.uk
[3] fastcompany.com
[3] technologyreview.com

Top Domains in Tweet in G7:
[22] forbes.com
[11] lnkd.in
[8] ibm.com
[7] insiderlouisville.com
[7] venturebeat.com
[4] faveeo.com
[4] twitter.com
[3] lemonde.fr
[2] linkedin.com
[2] snip.ly

Top Domains in Tweet in G8:
[8] forbes.com
[5] ibm.biz
[4] cms-connected.com
[3] spr.ly
[2] todaysgazette.com
[1] npr.org
[1] womenofsiliconvalley.com
[1] 21cryptos.com
[1] martechcube.com
[1] marketingaiinstitute.com

Top Domains in Tweet in G9:
[60] statnews.com
[3] ieee.org
[2] twitter.com
[2] fiercebiotech.com

Top Domains in Tweet in G10:
[56] ibm.com
[45] dy.si
[17] lnkd.in
[9] on24.com
[9] gartner.com
[4] linkedin.com
[3] twitter.com
[3] ana.net
[3] ieee.org
[2] ibm.biz

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3329] ai
[1101] ibm
[410] iot
[346] machinelearning
[275] artificialintelligence
[274] bigdata
[226] blockchain
[195] datascience
[173] cloud
[158] watson



Top Hashtags in Tweet in G1:
[262] ai
[123] ibm
[33] blockchain
[25] watson
[24] artificialintelligence
[23] iot
[23] technology
[18] cloud
[18] innovation
[16] hr

Top Hashtags in Tweet in G2:
[1009] ai
[375] ibm
[278] iot
[209] bigdata
[179] machinelearning
[137] datascience
[91] iotexchange
[89] ibmstorage
[83] artificialintelligence
[82] analytics

Top Hashtags in Tweet in G3:
[472] ai
[77] ibm
[62] machinelearning
[24] artificialintelligence
[20] callforcode
[17] data
[17] iot
[17] ibmcommunity
[16] enableai
[16] blockchain

Top Hashtags in Tweet in G4:
[287] ai
[43] ibm
[30] callforcode
[30] healthcare
[21] machinelearning
[20] artificialintelligence
[20] ibmstorage
[18] nvme
[17] datascience
[16] watson

Top Hashtags in Tweet in G5:
[196] ai
[69] ibm
[21] powersystems
[15] watson
[14] cloud
[13] icymi
[13] deeplearning
[12] ibmpowersystems
[12] think2019
[12] powersystem

Top Hashtags in Tweet in G6:
[100] ai
[20] ibm
[7] iot
[7] cloud
[7] summit
[6] iui2019
[6] data
[5] watsoniot
[4] boston
[4] likeabosch

Top Hashtags in Tweet in G7:
[103] ai
[28] artificialintelligence
[22] innovation
[22] ibmautomation
[16] ibm
[11] machinelearning
[11] tech
[9] mixité
[9] cmo
[9] inclusion

Top Hashtags in Tweet in G8:
[29] ai
[6] ibm
[6] gotochgo
[5] analytics
[5] bi
[4] siliconvalley
[4] womenintech
[4] data
[4] businessintelligence
[3] gartner

Top Hashtags in Tweet in G9:
[8] ai
[2] watson
[2] lifesciences
[1] h2health
[1] hcsmeufr
[1] healthcareit
[1] cancer
[1] healthcare

Top Hashtags in Tweet in G10:
[133] ai
[47] watsonsupplychain
[44] ibm
[27] supplychain
[21] blockchain
[20] watsonmarketing
[17] watsoncommerce
[17] insurance
[15] watsonsupplychainsummit
[9] gartnerscc

Top Words
Top Words in Tweet in Entire Graph:
[5482] Words in Sentiment List#1: Positive
[2059] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[153608] Non-categorized Words
[161151] Total Words
[4153] ibm
[3329] #ai
[3118] ai
[1361] watson
[1071] #ibm

Top Words in Tweet in G1:
[903] ai
[825] ibm
[296] watson
[262] #ai
[225] intelligence
[214] artificial
[196] growth
[193] drug
[185] market
[173] google

Top Words in Tweet in G2:
[1009] #ai
[809] ibm
[389] ai
[365] #ibm
[278] #iot
[233] watson
[209] #bigdata
[179] #machinelearning
[177] data
[170] thomas_harrer

Top Words in Tweet in G3:
[472] #ai
[390] ibmwatson
[375] ibm
[311] ai
[161] data
[141] learn
[108] watson
[105] intelligence
[101] out
[97] time

Top Words in Tweet in G4:
[458] ibm
[287] #ai
[226] ai
[72] help
[65] watson
[60] technologies
[51] blockchain
[51] new
[49] world
[47] more

Top Words in Tweet in G5:
[214] ibm
[196] #ai
[128] ai
[74] data
[67] #ibm
[63] ibmpowersystems
[62] using
[48] fix
[47] learn
[46] helped

Top Words in Tweet in G6:
[119] ibm
[100] #ai
[92] ai
[44] realized
[44] ibmnews
[41] ibmresearch
[36] more
[34] 4
[33] fit
[29] ibmwatson

Top Words in Tweet in G7:
[103] #ai
[96] ibm
[42] brandvoice
[35] computing
[33] ai
[31] ibm_france
[28] #artificialintelligence
[28] ibmautomation
[22] #innovation
[22] #ibmautomation

Top Words in Tweet in G8:
[33] ibm
[29] #ai
[22] ai
[14] google
[14] forbes
[12] microsoft
[9] amazon
[8] 2019
[7] over
[7] register

Top Words in Tweet in G9:
[97] ibm
[95] ai
[95] watson
[94] tool
[92] halting
[92] sales
[63] drug
[61] discovery
[59] matthewherper
[34] exclusive

Top Words in Tweet in G10:
[133] #ai
[81] ai
[57] ibm
[47] #watsonsupplychain
[44] #ibm
[35] learn
[34] supply
[33] chain
[30] data
[27] #supplychain

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[511] artificial,intelligence
[475] watson,ai
[466] drug,discovery
[410] ibm,watson
[340] sales,watson
[327] ibm,halting
[320] halting,sales
[308] ai,tool
[283] tool,drug
[231] intelligence,ai

Top Word Pairs in Tweet in G1:
[213] artificial,intelligence
[168] intelligence,ai
[167] watson,ai
[157] huge,growth
[151] drug,discovery
[121] ibm,microsoft
[121] amazon,web
[121] web,services
[121] microsoft,sap
[119] key,players

Top Word Pairs in Tweet in G2:
[154] #ai,#iot
[70] drug,discovery
[60] watson,ai
[57] #datascience,#machinelearning
[55] 51,best
[55] best,#businessintelligence
[55] #businessintelligence,#certification
[54] sales,watson
[54] ibm,halting
[52] halting,sales

Top Word Pairs in Tweet in G3:
[62] data,ai
[54] ibm,watson
[54] artificial,intelligence
[44] intelligence,designed
[44] designed,replace
[44] replace,human
[44] human,mind
[44] mind,augment
[44] augment,intelligence
[44] intelligence,amplify

Top Word Pairs in Tweet in G4:
[44] technologies,ai
[34] around,world
[30] ibm,watson
[29] ai,iot
[28] help,address
[28] address,world's
[28] blockchain,help
[26] #callforcode,invites
[26] invites,developers
[26] developers,around

Top Word Pairs in Tweet in G5:
[32] fix,one
[30] ibm,helped
[30] helped,nasa
[30] nasa,fix
[30] one,satellites
[30] satellites,using
[29] deep,learning
[21] using,deep
[18] find,out
[17] using,cutting

Top Word Pairs in Tweet in G6:
[23] smarter,beer
[23] beer,old
[23] old,school
[23] school,craft
[23] craft,brewing
[23] brewing,meets
[23] meets,industry
[23] industry,4
[23] 4,0
[23] 0,ai

Top Word Pairs in Tweet in G7:
[42] ibm,brandvoice
[22] ibmautomation,#innovation
[22] #innovation,#ibmautomation
[22] #ibmautomation,#ai
[20] michaelnishiki,ibm
[18] severinelienard,#ai
[13] cloud,computing
[12] #ai,#artificialintelligence
[12] #artificialintelligence,helping
[12] helping,human

Top Word Pairs in Tweet in G8:
[6] microsoft,ibm
[6] register,#gotochgo
[6] #gotochgo,learn
[6] learn,scale
[6] scale,speed
[6] speed,simulations
[6] simulations,changing
[6] changing,game
[6] game,ai
[6] ai,danny_lange

Top Word Pairs in Tweet in G9:
[92] ibm,halting
[92] halting,sales
[92] sales,watson
[92] watson,ai
[92] ai,tool
[61] drug,discovery
[58] tool,drug
[57] matthewherper,ibm
[34] exclusive,news
[34] news,morning

Top Word Pairs in Tweet in G10:
[33] supply,chain
[19] ai,blockchain
[18] teaming,up
[17] #ai,#blockchain
[16] ibm,sap
[16] sap,teaming
[16] cognitive,demand
[16] demand,forecasting
[16] forecasting,solution
[16] ibm's,#ai

Top Replied-To
Top Replied-To in Entire Graph:
@ibm
@forrester
@ai_ibm
@ibmwatson
@_ime18
@thomas_harrer
@aquilbusrai
@agavilan
@nsekkaki
@cedrictetsuya

Top Replied-To in G1:
@danthecareerguy

Top Replied-To in G2:
@forrester
@thomas_harrer
@ibm
@nodexl
@docassar
@sarmimandal
@smr_foundation
@enricomolinari
@marybueno_rpa
@metoscm

Top Replied-To in G3:
@ibmwatson
@ibmcommunity
@ibmindustries
@ibm

Top Replied-To in G4:
@ibm
@aquilbusrai
@ibmwatson
@ibmanalytics
@ginnirometty
@talsuitein
@workforce
@themasters
@ibmwatsonhealth

Top Replied-To in G5:
@ibm
@ibmiot
@dtoczala

Top Replied-To in G6:
@ibmresearch
@omriceren
@r_d
@ibm
@ibmwatson

Top Replied-To in G7:
@nsekkaki
@cedrictetsuya
@ibm
@ferdinanddemara
@dantarco
@aurelie_jean
@bziiitbooster
@futuragora

Top Replied-To in G8:
@ibm
@volkswagen

Top Replied-To in G9:
@ibm
@patientstormdoc

Top Replied-To in G10:
@roncastro10
@scshort1

Top Mentioned
Top Mentioned in Entire Graph:
@ibm
@ibmwatson
@thomas_harrer
@ibmanalytics
@ibmiot
@ibmpowersystems
@topcybernews
@ibmnews
@chidambara09
@nodexl

Top Mentioned in G1:
@icloudseven
@ericpauldennis
@lidarmonkey
@cmencke
@techzine
@discoverydrug

Top Mentioned in G2:
@ibm
@thomas_harrer
@ibmwatson
@ibmiot
@topcybernews
@nodexl
@chidambara09
@ibmsystems
@ibmcloud
@mikequindazzi

Top Mentioned in G3:
@ibmwatson
@ibmanalytics
@ibm
@tajymany
@ibmindustries
@ibmservices
@caixabank
@ibmdatascience
@ibmasiapacific
@kevin_craine

Top Mentioned in G4:
@ibm
@uofl
@uoflpresneeli
@louisvillemayor
@hrcurator
@georgejoseph94
@twit2poo
@ibmwatson
@ibmlinuxone
@newsbeagle

Top Mentioned in G5:
@ibmpowersystems
@ibm
@nasa
@ibmstorage
@ibmpartners
@zoginstor
@nasa_fdl
@nblaak
@bigdata_paulz
@johnteltsch

Top Mentioned in G6:
@ibm
@ibmnews
@ibmresearch
@mit
@ibmwatson
@s_vandebroek
@instituteforedu
@belgiumintheusa
@wwd
@ibmhpc

Top Mentioned in G7:
@ibm_france
@ibmautomation
@michaelnishiki
@severinelienard
@ibm
@sophie8stanton
@digitaly_fr
@untilabs
@evankirstel
@venturebeat

Top Mentioned in G8:
@ibm
@forbes
@google
@microsoft
@amazon
@danny_lange
@gotochgo
@paulroetzer
@sap
@gartner_inc

Top Mentioned in G9:
@matthewherper
@caseymross
@vprasadmdmph
@davidepstein
@ibm
@ibmwatson
@erictopol
@insitro
@gileadsciences
@rebeccadrobbins

Top Mentioned in G10:
@ibmcommerce
@ibmformarketing
@ibmsupplychain
@ibm_uk_news
@scshort1
@retailminded
@thatslogical
@marshacollier
@ravisbusi
@ibm

Top Tweeters
Top Tweeters in Entire Graph:
@market_screener
@arkangelscrap
@sectest9
@javascriptd
@robre62
@nosqldigest
@united
@independent
@evankirstel
@techl0g

Top Tweeters in G1:
@market_screener
@techl0g
@politicalhedge
@foggybottomgal
@davidpapp
@schestowitz
@newsfromspi
@2nn_newsplus
@aficionadoyash
@iconjurer

Top Tweeters in G2:
@arkangelscrap
@sectest9
@javascriptd
@nosqldigest
@gamergeeknews
@chidambara09
@gr8musicvenues
@kotaknaren
@walmart
@fintechna

Top Tweeters in G3:
@united
@bbcnews
@amazingchevvolt
@releaseteam
@martingaedt
@fortunemagazine
@lesexdanslacite
@adsuara
@datalore_tv
@drkynast

Top Tweeters in G4:
@abc7newsbayarea
@mailonline
@yvesmulkers
@cybertaters
@jamestown502
@starbucks
@cosmunity
@hrcurator
@gautamghosh
@courierjournal

Top Tweeters in G5:
@business
@reuters
@redot2005
@wsj
@digitaltrends
@theregister
@itrtg
@bgr
@pcmag
@thecube

Top Tweeters in G6:
@fastcompany
@zdnet
@yahoosports
@engadget
@benshapiro
@lucasoft_co_uk
@lynnea58
@wwd
@pti_news
@webpronews

Top Tweeters in G7:
@evankirstel
@lemondefr
@c_best01
@ferdinanddemara
@vishne0
@chanperco
@joesonka
@maximilienia
@nathollier
@prosyn

Top Tweeters in G8:
@alphasystech
@itau
@forbes
@verizon
@att
@rtehrani
@google
@hubspot
@spencerleone
@about_big_data

Top Tweeters in G9:
@bethsinniresist
@jingbay
@sesiegler
@donnayoungdc
@glfceo
@cd_fuller
@matthewherper
@richmeyer
@qhardy
@ozaed

Top Tweeters in G10:
@ottlegalrebels
@marshacollier
@bsuhic
@jeffsheehan
@rei
@standupkid
@muhammadmonir2
@jmalonepr
@stephenmonaco
@esherislow


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