ibm watson, Twitter, 9/13/2020 2:59:16 AM, 235059


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ibm watson_2020-09-12_19-30-00.xlsx
ibm watson_2020-09-12_19-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 13, 2020
Short Description:
ibm watson via NodeXL https://bit.ly/32pjiX7
@ibm
@ibmwatson
@andyroddick
@ibmwatsonhealth
@ibmcloud
@usopen
@chrissieevert
@mosaictheories
@barackobama
@wanduta8

Top hashtags:
#usopen
#ai
#watson
#ibm
#covid19
#iot
#nlp
#ibmwatson
#artificialintelligence
#ibmsports

Description:
Description
The graph represents a network of 3,005 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, 13 September 2020 at 02:33 UTC.

The requested start date was Sunday, 13 September 2020 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 12-day, 8-hour, 37-minute period from Sunday, 30 August 2020 at 00:16 UTC to Friday, 11 September 2020 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 : 3005
Unique Edges : 2682
Edges With Duplicates : 5534
Total Edges : 8216
Number of Edge Types : 5
Retweet : 2239
MentionsInRetweet : 4149
Tweet : 853
Mentions : 733
Replies to : 242
Self-Loops : 879
Reciprocated Vertex Pair Ratio : 0.00918484500574053
Reciprocated Edge Ratio : 0.0182025028441411
Connected Components : 611
Single-Vertex Connected Components : 405
Maximum Vertices in a Connected Component : 1827
Maximum Edges in a Connected Component : 6651
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.495191
Graph Density : 0.000486871636486903
Modularity : 0.439747
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 3,005 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, 13 September 2020 at 02:33 UTC.

The requested start date was Sunday, 13 September 2020 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 12-day, 8-hour, 37-minute period from Sunday, 30 August 2020 at 00:16 UTC to Friday, 11 September 2020 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:
[21] https://video.foxbusiness.com/v/6188753788001/?playlist_id=3166411554001
[19] https://www.sporttechie.com/us-open-crowd-noise-ibm-watson-covid-19-pandemic-tennis?linkId=98773628
[18] https://edition.cnn.com/2020/09/01/tech/ibm-artificial-intelligence-us-open/
[11] https://www.cnn.com/2020/09/01/tech/ibm-artificial-intelligence-us-open/index.html
[11] https://wired.jp/2020/08/19/watsons-creator-teach-ai-new-trick-common-sense/
[10] https://newsroom.ibm.com/2020-09-03-Bloomberg-and-Intelligence-Squared-U-S-present-a-new-limited-debate-series-Thats-Debatable-hosted-by-Award-Winning-Journalist-and-Moderator-John-Donvan-and-featuring-AI-from-IBM-Watson
[9] https://www.usopen.org/en_US/scores/schedule/index.html
[8] https://www.ibm.com/cloud/machine-learning/pricing
[8] https://www.zdnet.com/article/ibm-hopes-to-power-us-opens-digital-experiences-with-watsons-natural-language-processing/
[8] https://coscienzeinrete.net/ibm-watson-ecco-i-documenti-dell-accordo-segreto-di-matteo-renzi/

Top URLs in Tweet in G1:
[6] https://usopen.org/OpenQuestions
[2] https://www.ibm.com/smarter-business/customer-experience?utm_medium=OSocial&utm_source=Twitter&utm_content=000039LK&utm_term=10009339&utm_id=Watson-Assistant&cm_mmc=OSocial_Twitter-_-IBM+Master+Brand_IBM+Watson-_-WW_WW-_-Watson-Assistant&cm_mmca1=000039LK&cm_mmca2=10009339&social_post=3668302997&linkId=99195354
[2] https://tweetedtimes.com/v/13070?s=tnp
[1] https://www.ibm.com/blogs/think/2019/08/ai-detect-wildfires/?utm_medium=OSocial&utm_source=Twitter&utm_content=000033YX&cm_mmc=OSocial_Twitter-_-IBM+Master+Brand_IBM+Watson-_-WW_WW&cm_mmca1=000033YX&social_post=3673778083&linkId=99308937
[1] https://www.ibm.com/sports/usopen?cm_mmc=OSocial_Twitter-_-IBM+Master+Brand_IBM+Sports-_-WW_WW-_-TT2Open_boosted&cm_mmca1=000033TZ&cm_mmca2=10009339&social_post=1759132053&linkId=56455653
[1] https://www.usopen.org/en_US/open_questions/index.html?linkId=98524079
[1] https://www.usopen.org/en_US/open_questions/index.html?linkId=98597461
[1] https://www.usopen.org/en_US/open_questions/index.html?linkId=98597603
[1] https://www.usopen.org/en_US/open_questions/index.html?linkId=98703800
[1] https://www.usopen.org/en_US/open_questions/index.html?linkId=98703838

Top URLs in Tweet in G2:
[6] https://www.cnn.com/2020/09/01/tech/ibm-artificial-intelligence-us-open/index.html
[5] https://edition.cnn.com/2020/09/01/tech/ibm-artificial-intelligence-us-open/
[4] https://www.cnn.com/2020/09/01/tech/ibm-artificial-intelligence-us-open/index.html?utm_source=dlvr.it&utm_medium=twitter
[4] https://twinybots.ch/
[4] 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
[4] https://newsroom.ibm.com/2020-09-03-Bloomberg-and-Intelligence-Squared-U-S-present-a-new-limited-debate-series-Thats-Debatable-hosted-by-Award-Winning-Journalist-and-Moderator-John-Donvan-and-featuring-AI-from-IBM-Watson
[4] https://geeksroom.com/2020/09/ibm-watson-thats-bebatable/129168/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.youtube.com/watch?v=lIH3btgbBpk

[3] https://www.zdnet.com/article/ibm-hopes-to-power-us-opens-digital-experiences-with-watsons-natural-language-processing/
[3] https://sporttechie.com/us-open-crowd-noise-ibm-watson-covid-19-pandemic-tennis

Top URLs in Tweet in G3:
[19] https://www.sporttechie.com/us-open-crowd-noise-ibm-watson-covid-19-pandemic-tennis?linkId=98773628
[9] https://www.usopen.org/en_US/scores/schedule/index.html
[6] http://knowlengr.com/machine-intelligence/ibm-watson/why-computers-and-doctors-need-narratology/
[5] https://www.usopen.org/en_US/scores/schedule/index.html?promo=subnav
[5] https://www.zdnet.com/article/ibm-hopes-to-power-us-opens-digital-experiences-with-watsons-natural-language-processing/
[4] https://www.ibm.com/watson/women-leaders-in-ai/2020-list?utm_medium=OSocial&utm_source=Twitter&utm_content=000027BD&utm_term=10004432&utm_id=Methods-Mastery-3Q&cm_mmc=OSocial_Twitter-_-Cloud+and+Data+Platform_DAI+-+Watson+Applications+and+Solutions-_-WW_WW-_-Methods-Mastery-3Q&cm_mmca1=000027BD&cm_mmca2=10004432&social_post=3674744535&linkId=99333158
[3] https://www.ibm.com/blogs/watson/2019/10/how-to-get-started-with-natural-language-processing/?social_post=3644664265&linkId=98588542
[3] https://www.ibm.com/watson/women-leaders-in-ai/tammy-lucas-2020?VCPI_medium=OSocial&VCPI_source=Twitter&VCPI_content=000027BD&VCPI_term=10004432&VCPI_id=Methods-Mastery-3Q&cm_mmc=OSocial_Twitter-_-Cloud+and+Data+Platform_DAI+-+Watson+Applications+and+Solutions-_-WW_WW-_-Methods-Mastery-3Q&cm_mmca1=000027BD&cm_mmca2=10004432&social_post=3641784686&linkId=98493135
[3] https://www.ibm.com/blogs/watson/2020/08/gm-financial-uses-ibm-watson-assistant-to-develop-a-secure-and-powerful-ai-assistant/?social_post=3643107453&linkId=98533660
[3] https://www.ibm.com/analytics/data-and-ai-forum?utm_medium=OSocial&utm_source=Twitter&utm_content=000027BD&utm_term=10004432&utm_id=Methods-Mastery-3Q&cm_mmc=OSocial_Twitter-_-Cloud+and+Data+Platform_DAI+-+Watson+Applications+and+Solutions-_-WW_WW-_-Methods-Mastery-3Q&cm_mmca1=000027BD&cm_mmca2=10004432&social_post=3668649058&linkId=99206308

Top URLs in Tweet in G4:
[3] https://www.ibm.com/blogs/watson-health/human-centered-contact-tracing/
[2] https://www.ibm.com/blogs/internet-of-things/iot-pragmatic-return-strategies/?utm_medium=OSocial&utm_source=Twitter&utm_content=000001AO&utm_term=10006487&utm_id=tririga-academy&cm_mmc=OSocial_Twitter-_-Watson+IoT_TRIRIGA-_-WW_WW-_-tririga-academy&cm_mmca1=000001AO&cm_mmca2=10006487&social_post=3645967241&linkId=98628792
[2] https://www.ibm.com/blogs/internet-of-things/iot-maximo-eam-chemical-petroleum/?utm_medium=OSocial&utm_source=Twitter&utm_content=000001AN&utm_term=10001988&utm_id=oil-gas-petro-energy-utility&cm_mmc=OSocial_Twitter-_-Watson+IoT_Maximo-_-WW_WW-_-oil-gas-petro-energy-utility&cm_mmca1=000001AN&cm_mmca2=10001988&social_post=3648079894&linkId=98711341
[2] https://www.ibm.com/blogs/internet-of-things/deploy-your-requirements-management-in-a-private-cloud-with-ai/?utm_medium=OSocial&utm_source=Twitter&utm_content=000001AK&utm_term=10001901&utm_id=redhat-openshift-rqa-engineering&cm_mmc=OSocial_Twitter-_-Watson+IoT_Continuous+Engineering-_-WW_WW-_-redhat-openshift-rqa-engineering&cm_mmca1=000001AK&cm_mmca2=10001901&social_post=3650286464&linkId=98793276
[2] https://www.businesswire.com/news/home/20200902005071/en/Biorasi-Selects-IBM-Watson-Health-Preferred-Vendor
[2] https://dy.si/HfNrmj
[2] https://dy.si/jrSpt
[1] https://www.ibm.com/blogs/watson-health/benefits-leaders-leverage-analytics/?utm_medium=OSocial&utm_source=Twitter&utm_content=000036MY&utm_term=10010736&utm_id=WH-TW-Payer-StewartStill-blog-employee-health-wellness&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Management+Decision+Support-_-WW_WW-_-WH-TW-Payer-StewartStill-blog-employee-health-wellness&cm_mmca1=000036MY&cm_mmca2=10010736&social_post=3647691477&linkId=98696916
[1] https://www.ibm.com/watson/health/resources/life-sciences-drug-development/?utm_medium=OSocial&utm_source=Twitter&utm_content=000036MX&utm_term=10005057&utm_id=WH-TW-LS-smartpaper-4-ways-drug-dev-stay-focused&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Management+Decision+Support-_-WW_WW-_-WH-TW-LS-smartpaper-4-ways-drug-dev-stay-focused&cm_mmca1=000036MX&cm_mmca2=10005057&social_post=3636826116&linkId=98349338
[1] https://ibm-healthcare-payer-solutions-analytics.mybluemix.net/?utm_medium=OSocial&utm_source=Twitter&utm_content=000036MY&utm_term=10010739&utm_id=WH-TW-Payer-payer-analytic-solutions-quiz-with-gif&cm_mmc=OSocial_Twitter-_-Watson+Health_Watson+Health+Management+Decision+Support-_-WW_WW-_-WH-TW-Payer-payer-analytic-solutions-quiz-with-gif&cm_mmca1=000036MY&cm_mmca2=10010739&social_post=3647638246&linkId=98695230

Top URLs in Tweet in G5:
[6] https://console.cloud.google.com/launcher?project=ibm-watson-hello
[5] https://www.themsphub.com/how-watson-assistant-helps-you-treat-customers-like-vips-blog/?utm_source=twitter&utm_medium=social&utm_campaign=Q4_PWE
[5] https://www.themsphub.com/brand-connected-watson-assistant-ibm-ifttt-partnership/?utm_source=twitter&utm_medium=social&utm_campaign=Q4_PWE
[4] https://www.themsphub.com/content/responsive-customer-conversations-with-ibm-watson/?utm_source=Twitter&utm_medium=Social&utm_campaign=Q319_JourneyToAIInfuse
[3] https://www.themsphub.com/content/staying-informed-throughout-the-crisis-via-ibm-watson/?utm_source=Social&utm_medium=Twitter&utm_campaign=Hub_Asset
[3] https://www.themsphub.com/encrypted-workers-in-the-ibm-cloud-kubernetes-services/?utm_source=Twitter&utm_medium=Social&utm_campaign=Q4_PWE
[3] https://www.ibm.com/design/language/#ibmwatson#@inthehighest1#?UP=SP253022F3-105F-4C12-BF00-75726380CA45
[3] http://ir.theice.com/sec-filings/ice-inc-filings#adv=128952494156137776#/blockchain/#ibmwatsonhello#@inthehighest1&SSPV=/yhs/web?hspart=iry&UP=SP253022F3-105F-4C12-BF00-75726380CA45
[2] https://www.ibm.com/cloud/garage/dte/producttour/build-deploy-and-manage-model-ibm-z
[2] https://www.nsi-sa.be/events/ibm-watson-machine-learning?utm_campaign=News&utm_content=138889560&utm_medium=social&utm_source=twitter&hss_channel=tw-22023113

Top URLs in Tweet in G6:
[5] https://www.ibm.com/cloud/machine-learning/pricing
[2] https://www.ibm.com/blogs/journey-to-ai/2020/06/why-decisionbrain-is-taking-notice-of-ibm-watson-studio-premium-for-cloud-pak-for-data/
[1] https://insights.stackoverflow.com/survey/2020#technology-most-loved-dreaded-and-wanted-platforms-dreaded5
[1] https://www.ibm.com/employment/?social_post=3628697738&linkId=98138840
[1] https://www.linkedin.com/slink?code=ef9YrP6
[1] https://www.linkedin.com/slink?code=ePdsCkr
[1] https://www.ibm.com/demos/collection/IBM-Watson-Studio-Desktop/?lc=en&_lrsc=36cc78a1-0848-4528-9d90-558501b2303c

Top URLs in Tweet in G7:
[5] https://researcher.watson.ibm.com/researcher/view_group.php?id=4174
[4] https://ibm-developer.connpass.com/event/187961/
[3] https://project.nikkeibp.co.jp/event/bpidx200901/?linkId=98298916
[2] https://ibm-developer.connpass.com/event/187964/
[2] https://www.ibm.com/sports/usopen/jp-ja/
[1] https://qiita.com/ayatokura/items/32eef55160d943e581c9
[1] https://ibmcoders.influitive.com/users/sign_in
[1] https://jp.newsroom.ibm.com/2020-09-02-ibm-ai-hybrid-cloud-utilization-first-ever-no-audience-holding
[1] https://twitter.com/kaishi_pu/status/1303656900345491456
[1] https://www.linkedin.com/pulse/ibm-cloud-classificazione-di-testo-con-watson-natural-michele-grossi/

Top URLs in Tweet in G9:
[3] https://ibm.com/win
[2] https://twitter.com/Espngreeny/status/1303815236508549120
[1] https://www.linkedin.com/slink?code=gKsYkVq
[1] https://www.linkedin.com/slink?code=gFw2Udg
[1] https://www.ibm.com/blogs/game-changers/at-the-us-open-machine-writing-and-discovery-with-watson/
[1] https://news.vanderbilt.edu/2020/08/31/wondry-hosts-fantasy-football-draft-party-featuring-ibms-watson-sept-9/#.X01LrD4RE5g.twitter
[1] https://twitter.com/samlightstone/status/1301142854329274368
[1] https://news.vanderbilt.edu/2020/08/31/wondry-hosts-fantasy-football-draft-party-featuring-ibms-watson-sept-9/?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[262] ibm.com
[168] linkedin.com
[49] usopen.org
[42] twitter.com
[37] cnn.com
[29] youtube.com
[27] dy.si
[27] ibm.biz
[25] foxbusiness.com
[24] sporttechie.com

Top Domains in Tweet in G1:
[29] usopen.org
[11] ibm.com
[11] linkedin.com
[4] twitter.com
[2] tweetedtimes.com
[1] youracclaim.com
[1] wsj.com
[1] ccsinsight.com
[1] jewishvirtuallibrary.org
[1] newcomp.com

Top Domains in Tweet in G2:
[91] linkedin.com
[72] ibm.com
[21] ziftsolutions.com
[16] cnn.com
[15] twitter.com
[12] youtube.com
[12] dy.si
[8] blogspot.com
[7] medium.com
[6] zdnet.com

Top Domains in Tweet in G3:
[60] ibm.com
[21] sporttechie.com
[20] usopen.org
[10] linkedin.com
[6] knowlengr.com
[6] ibm.biz
[5] zdnet.com
[3] ibm.co
[2] techrepublic.com
[2] twitter.com

Top Domains in Tweet in G4:
[23] ibm.com
[13] dy.si
[5] linkedin.com
[2] on24.com
[2] ibm.co
[2] businesswire.com
[1] mybluemix.net
[1] medium.com
[1] ibmbigdatahub.com
[1] ibm.biz

Top Domains in Tweet in G5:
[20] themsphub.com
[17] ibm.biz
[16] ibm.com
[10] linkedin.com
[10] google.com
[3] theice.com
[2] nsi-sa.be
[2] youtube.com
[2] geekzilla.tech
[2] visualstudio.com

Top Domains in Tweet in G6:
[9] ibm.com
[2] linkedin.com
[1] stackoverflow.com

Top Domains in Tweet in G7:
[10] ibm.com
[6] connpass.com
[3] co.jp
[2] twitter.com
[1] qiita.com
[1] influitive.com
[1] linkedin.com
[1] crowdcast.io
[1] com.mx
[1] stackoverflow.com

Top Domains in Tweet in G9:
[4] ibm.com
[3] twitter.com
[2] linkedin.com
[2] vanderbilt.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[755] usopen
[359] ai
[142] watson
[142] ibm
[59] covid19
[48] iot
[41] nlp
[38] ibmwatson
[37] artificialintelligence
[32] ibmsports



Top Hashtags in Tweet in G1:
[645] usopen
[17] ai
[6] digitalnigeria
[5] ibmsports
[5] ad
[5] gartner
[5] dataquality
[3] nlp
[3] metadata
[3] datagovernance

Top Hashtags in Tweet in G2:
[54] ibm
[50] watson
[41] ai
[21] trailer
[21] movie
[21] iot
[11] ibm4ins
[10] usopen
[10] artificialintelligence
[9] ibmcloud

Top Hashtags in Tweet in G3:
[146] ai
[67] usopen
[24] nlp
[24] ibmsports
[20] cx
[11] ibmpartner
[9] esa
[8] tech
[7] ibmwatson
[7] ibmthinkmagazine

Top Hashtags in Tweet in G4:
[33] covid19
[17] ai
[11] reopen
[7] smarterhealth
[7] tririga
[6] podcast
[5] iot
[5] edge
[4] engineering
[3] lifesciences

Top Hashtags in Tweet in G5:
[32] ai
[30] maratondev
[20] ibm
[16] tensorflow
[15] azure
[12] watsonassistant
[10] iot
[9] watson
[6] ibmwatson
[5] rp

Top Hashtags in Tweet in G6:
[7] watson
[6] cplex
[6] machinelearning
[6] ai
[5] cloud
[5] service
[4] usopen
[3] covid
[3] privacy
[2] london

Top Hashtags in Tweet in G7:
[13] ai
[10] 日本ibm
[9] watson
[5] アクセシビリティ
[5] ダイバーシティ
[5] ibmdojo
[4] ibmcloud
[4] 人工çÿ¥èƒ½
[4] ibm
[4] ibmchampion

Top Hashtags in Tweet in G8:
[1] transparentliquid
[1] hack
[1] dontdropthevaccine
[1] pandemic
[1] fda
[1] cdc
[1] remdesirvirispink
[1] genius
[1] siri
[1] alexa

Top Hashtags in Tweet in G9:
[5] usopen
[3] fantasyfootball
[1] ai
[1] watson
[1] winwithwatson
[1] fantasy
[1] espn
[1] ibmwatson
[1] fantasylife

Top Words
Top Words in Tweet in Entire Graph:
[2971] ibm
[2630] watson
[1130] tennis
[790] ai
[755] #usopen
[564] chrissieevert
[544] andyroddick
[486] check
[469] using
[434] greatest

Top Words in Tweet in G1:
[1063] ibm
[1031] watson
[770] tennis
[645] #usopen
[485] andyroddick
[477] chrissieevert
[421] check
[356] ai
[333] using
[326] greatest

Top Words in Tweet in G2:
[438] ibm
[399] watson
[99] ãƒ
[84] ai
[60] health
[53] data
[52] #ibm
[49] #watson
[43] æ
[41] #ai

Top Words in Tweet in G3:
[480] ibm
[366] watson
[271] tennis
[269] usopen
[213] ai
[158] ibmwatson
[146] #ai
[116] cloud
[112] player
[102] ibmnews

Top Words in Tweet in G4:
[58] ibm
[55] ibmwatsonhealth
[45] health
[33] #covid19
[26] privacy
[25] help
[25] protecting
[23] data
[17] #ai
[16] watson

Top Words in Tweet in G5:
[99] watson
[90] ibm
[47] machine
[47] studio
[42] learning
[32] #ai
[30] #maratondev
[28] enfocado
[27] involucra
[25] cloud

Top Words in Tweet in G6:
[86] watson
[85] ibm
[78] cloud
[73] lite
[71] 40
[71] services
[71] devops
[61] apis
[61] tools
[57] ibmcloud

Top Words in Tweet in G7:
[152] ãƒ
[57] æ
[46] ç
[45] ibm
[23] šã
[23] ϋ
[22] ibm_japan
[20] いま
[20] 多くの人々が答えを求めています
[20] 信頼性の高い答えを

Top Words in Tweet in G8:
[2] successful
[2] barackobama
[2] time
[2] ibm
[2] watson

Top Words in Tweet in G9:
[39] ibm
[39] watson
[18] trade
[12] ai
[12] matthewberrytmr
[11] check
[10] fantasy
[10] espnfantasy
[9] espn
[9] fieldyates

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1956] ibm,watson
[332] watson,thinks
[330] #usopen,finally
[330] finally,ready
[330] ready,debate
[330] debate,tennis
[330] tennis,check
[330] check,ibm
[330] thinks,greatest
[329] chrissieevert,#usopen

Top Word Pairs in Tweet in G1:
[952] ibm,watson
[317] #usopen,finally
[317] finally,ready
[317] ready,debate
[317] debate,tennis
[317] tennis,check
[317] check,ibm
[317] watson,thinks
[317] thinks,greatest
[316] chrissieevert,#usopen

Top Word Pairs in Tweet in G2:
[246] ibm,watson
[69] ãƒ,ãƒ
[38] watson,health
[31] ibm's,watson
[27] tennis,fans
[26] watson,knowledge
[24] knowledge,catalog
[24] watson,helping
[24] helping,tennis
[24] fans,argue

Top Word Pairs in Tweet in G3:
[316] ibm,watson
[96] tennis,player
[88] greatest,tennis
[81] cloud,technology
[80] ibmnews,ibm
[78] tennis,fans
[76] watson,tennis
[76] fans,cloud
[76] technology,flushing
[76] flushing,ny

Top Word Pairs in Tweet in G4:
[15] digital,health
[14] help,organizations
[14] organizations,calculate
[14] calculate,risk
[14] risk,#covid19
[14] #covid19,protecting
[14] protecting,personal
[14] personal,privacy
[14] privacy,ibm
[14] ibm,developed

Top Word Pairs in Tweet in G5:
[62] ibm,watson
[44] watson,studio
[42] machine,learning
[24] watson,machine
[17] studio,microsoft
[16] google,cloud
[16] cloud,ai
[16] desafío,#maratondev
[15] top,10
[15] 10,#ai

Top Word Pairs in Tweet in G6:
[78] ibm,cloud
[71] cloud,lite
[71] 40,services
[61] watson,apis
[61] apis,devops
[61] devops,tools
[47] lite,free
[47] free,access
[47] access,40
[47] services,including

Top Word Pairs in Tweet in G7:
[89] ãƒ,ãƒ
[20] いま,多くの人々が答えを求めています
[20] 多くの人々が答えを求めています,信頼性の高い答えを
[20] 信頼性の高い答えを,できるだけ早く
[20] できるだけ早く,企業はibm
[20] 企業はibm,watsonを活用することで
[20] watsonを活用することで,お客さまからの質問に
[20] お客さまからの質問に,迅速かつ的確に対応することが可能になります
[19] ibm_japan,いま
[15] ãƒ,リãƒ

Top Word Pairs in Tweet in G9:
[31] ibm,watson
[8] watson,trade
[8] trade,assistant
[6] ai,redefining
[6] redefining,interact
[6] interact,computing
[6] computing,check
[6] check,open
[6] open,ibm
[6] ibm,usta

Top Replied-To
Top Replied-To in Entire Graph:
@andyroddick
@ibm
@usopen
@matthewberrytmr
@pauliessleepers
@bottingkruger
@espnfantasy
@chrissieevert
@lolrakshak
@inthehighest_1

Top Replied-To in G1:
@andyroddick
@usopen
@ibm
@chrissieevert
@stypopodium
@noushinkananian
@sandityahardaya
@eschmelt
@crazybusyalicia
@boedo2013

Top Replied-To in G2:
@bottingkruger

Top Replied-To in G3:
@ibmwatson
@arvindkrishna
@ibmnews
@traderhms
@rodblacktsn
@alynaseer
@chux36
@carosuna54
@dropthemic2020
@ibm

Top Replied-To in G4:
@biorasi

Top Replied-To in G5:
@inthehighest_1
@skyhodl
@salemmitchell

Top Replied-To in G7:
@eni4sure

Top Replied-To in G8:
@harun_muya

Top Replied-To in G9:
@matthewberrytmr
@espnfantasy
@espn
@fieldyates
@samlightstone
@ffparks
@ebersoleaustin
@danieldopp
@fantasyfocus

Top Replied-To in G10:
@neemjemoedur

Top Mentioned
Top Mentioned in Entire Graph:
@ibm
@chrissieevert
@andyroddick
@usopen
@ibmwatson
@ibmnews
@ibmwatsonhealth
@ibmcloud
@martina
@ibmsports

Top Mentioned in G1:
@ibm
@andyroddick
@chrissieevert
@usopen
@ibmsports
@withneygui
@abuusahl
@wnbt1959
@sumitgup
@martina

Top Mentioned in G2:
@michaelnishiki
@dougbrowndba
@fintechzoom
@thewondry
@buddhasbro
@polandpals

Top Mentioned in G3:
@usopen
@ibm
@ibmwatson
@ibmnews
@chrissieevert
@martina
@andyroddick
@tglucas
@ibmsports
@outthoughtx

Top Mentioned in G4:
@ibmwatsonhealth
@ibm
@ibmblockchain
@orbitalrx
@episcini
@ibmiot
@ibmasiapacific
@americanhealth
@jhhealthequity
@eh_4_all

Top Mentioned in G5:
@ibm_mx
@catherineadenle
@redanahuac
@bancoppel
@theibmmspteam
@inthehighest1
@jopemoro
@inthehighest_1
@smia_mx
@leobardomt

Top Mentioned in G6:
@ibmcloud
@ibm
@nibalizer
@alexfleischer1
@andyroddick
@vbunyard
@chrissieevert
@decisionbrain
@theorsociety
@euroonline_news

Top Mentioned in G7:
@ibm_japan
@ayatokura
@hiraokadaisuke
@ibmchampions
@ibmdeveloper
@ibm
@ibmwatson
@noricokt
@awsskillc
@ibmwatsonhealth

Top Mentioned in G8:
@barackobama
@snopes
@andyroddick
@ibm
@mwithigap
@mangenimoze
@agapetuswamalwa
@speakkam
@amechokapunda
@panafrikanguru

Top Mentioned in G9:
@ibm
@fieldyates
@ibmsports
@baughmanaaron
@usta
@ibm_ix
@matthewberrytmr
@espnfantasy
@espn
@elimanning

Top Mentioned in G10:
@degeneraal_nl
@feyenody
@hiertommy
@jodelieho
@mss_cutiepie
@michaelmaxxx82
@robinbouw8
@musjes
@vriendenv

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@oldlady12345
@dichristine
@ns_online
@eazeee2004
@hrblock_21
@robre62
@raymond_norman
@rjber15
@aaroncuddeback

Top Tweeters in G1:
@oldlady12345
@hrblock_21
@rjber15
@sddphoto
@muzikscribe
@talkintou
@rosatrunk
@john_siracusa
@awelab1956
@icare4america16

Top Tweeters in G2:
@pulpnews
@prpnews
@merv59
@swissbusiness
@evanderburg
@jchapman1729
@dizzedcom
@call_user_func
@ideasusadas
@_rightonq_

Top Tweeters in G3:
@dichristine
@eazeee2004
@bigtimefootball
@mrcoollooking75
@wienerwalz
@roylmurry425
@femtech_
@ottlegalrebels
@johangreg
@fishtrenado

Top Tweeters in G4:
@rosenchild
@njmike731
@jacobussystems
@therab
@iotworlds
@grbusinaro
@vanrijmenam
@juliansmallman
@claudio5p
@lifevidavie

Top Tweeters in G5:
@ml_tweet_bot
@ministerio_tic
@inthehighest1
@theibmmspteam
@kofoaregbesola
@shybot7
@salemmitchell
@iotvishal
@ibileyearegbes3
@catherineadenle

Top Tweeters in G6:
@raymond_norman
@santchiweb
@webmasterfree
@andrewsb49
@okrogules
@therealfs0c1ety
@batespm4abbey
@bguirlet
@yoshiblublu
@norbertpiske

Top Tweeters in G7:
@nobuyanagieao
@deliotyo
@hashitom4work
@nishiarai43
@euthanasia000
@mc_sec_kb
@manifattura40
@qfyp7morls8rrb4
@m888888m8
@ibmdeveloper

Top Tweeters in G8:
@solomonkarori2
@speakkam
@wanduta8
@tomjmo
@agapetuswamalwa
@92d04307e4fd43e
@oleitumbi
@ayogo_do
@snopes
@mosaictheories

Top Tweeters in G9:
@mikeclaynfl
@finneyeric
@espn
@theycallmeriv
@thehrfieldguide
@matthewberrytmr
@fieldyates
@watashiwajus10
@espnfantasy
@dandgerard

Top Tweeters in G10:
@ns_online
@desduivelsch
@feyenody
@menbearpig1
@musjes
@ambermeijlink
@joker33817736
@avonddame
@dutchdreamer_
@neemjemoedur


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