iot ai, Twitter, 8/5/2020 12:23:18 PM, 231913


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iot ai_2020-08-05_04-32-01.xlsx
iot ai_2020-08-05_04-32-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 05, 2020
Short Description:
iot ai via NodeXL https://bit.ly/2Px4DBH
@enricomolinari
@incvisive
@ronald_vanloon
@gp_pulipaka
@kirkdborne
@websecurityit
@techtrendingnow
@ingliguori
@mikequindazzi
@hubofml

Top hashtags:
#ai
#iot
#bigdata
#datascience
#machinelearning
#analytics
#iiot
#python

Description:
Description
The graph represents a network of 3,096 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 05 August 2020 at 11:41 UTC.

The requested start date was Wednesday, 05 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 6-hour, 14-minute period from Sunday, 02 August 2020 at 17:46 UTC to Wednesday, 05 August 2020 at 00:01 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 : 3096
Unique Edges : 4169
Edges With Duplicates : 15798
Total Edges : 19967
Number of Edge Types : 5
Retweet : 6590
MentionsInRetweet : 9789
Tweet : 903
Mentions : 2634
Replies to : 51
Self-Loops : 1037
Reciprocated Vertex Pair Ratio : 0.0214987714987715
Reciprocated Edge Ratio : 0.042092603728202
Connected Components : 215
Single-Vertex Connected Components : 111
Maximum Vertices in a Connected Component : 2455
Maximum Edges in a Connected Component : 18976
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.652163
Graph Density : 0.000867762040133081
Modularity : 0.291679
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 3,096 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 05 August 2020 at 11:41 UTC.

The requested start date was Wednesday, 05 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 6-hour, 14-minute period from Sunday, 02 August 2020 at 17:46 UTC to Wednesday, 05 August 2020 at 00:01 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 : iot ai
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:
[214] https://newswitch.jp/p/16754
[71] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828
[47] https://jadirectives.com/best-unreal-engine-4-tutorial-for-beginners/
[41] https://www.comptia.org/blog/emerging-technologies-impact-2020
[38] https://www.linkedin.com/pulse/mystique-team-paul-eder-phd-pmp
[36] https://rubikscode.net/2020/08/03/top-3-artificial-intelligence-research-papers-july-2020/
[33] https://www.ubuntupit.com/most-remarkable-iot-applications-in-todays-world/
[28] http://www.lqventures.com
[27] https://www.datasciencecentral.com/profiles/blogs/6448529:BlogPost:961736
[25] https://www.jadirectives.com/best-unity-courses-tutorials-training/

Top URLs in Tweet in G1:
[41] https://jadirectives.com/best-unreal-engine-4-tutorial-for-beginners/
[34] https://rubikscode.net/2020/08/03/top-3-artificial-intelligence-research-papers-july-2020/
[27] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828
[24] https://www.jadirectives.com/best-unity-courses-tutorials-training/
[23] https://www.couponed12.com/2020/08/mastering-machine-learning-algorithms.html
[22] https://link.springer.com/book/10.1007%2F978-3-319-14142-8
[22] https://link.springer.com/book/10.1007%2F978-1-4939-2614-5
[22] https://jadirectives.com/coursera-excel-skills-for-business-specialization-review/
[22] http://www.globalbigdataconference.com/news/145613/augmented-intelligence-is-the-new-artificial-intelligence.html
[22] https://www.linkedin.com/pulse/mystique-team-paul-eder-phd-pmp

Top URLs in Tweet in G2:
[13] https://www.airport-technology.com/features/artificial-intelligence-aviation/
[11] https://www.manufacturingglobal.com/ai-and-automation/bmw-group-implementing-artificial-intelligence-2020
[8] http://news.mit.edu/2020/paradigm4-data-0405#.XrCQxa5k_2s.twitter
[8] https://www.globalgovernmentforum.com/council-of-europe-starts-work-on-legally-binding-ai-treaty/
[8] https://techcrunch.com/2020/08/02/ai-is-struggling-to-adjust-to-2020/
[7] https://www.bloomberg.com/tosv2.html?vid=&uuid=915fa680-d30a-11ea-83fd-67c7e13bdbc8&url=L25ld3MvbmV3c2xldHRlcnMvMjAyMC0wNy0yNC9haS1zYXlzLW1lbi1hcmUtbGF6eQ==
[7] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828
[6] https://www.comptia.org/blog/emerging-technologies-impact-2020
[6] https://www.weforum.org/agenda/2018/10/smart-city-people-canakkale-connected-iot-urban?utm_source=Facebook
[6] Videos&utm_medium=Facebook

Top URLs in Tweet in G3:
[30] https://www.comptia.org/blog/emerging-technologies-impact-2020
[10] https://www.aisoma.de/4-recommended-books-on-ai-ethics-and-ai-philosophy/
[7] https://www.forbes.com/sites/danielnewman/2019/06/18/digital-optimization-isnt-digital-transformation/#5750b7b34741
[6] http://www.intelligentworld.institute/LandingPageUTM?eid=6e9f0981769aa13d11923261a38f8e1180fb8fd6a0915058f734018473cacca2782d5d34f8a8a9f9384b01d041dd7dee2f30913ccf2c15598941d90a92c1b7c0
[5] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828
[5] https://www.technative.io/why-the-future-of-ai-in-healthcare-is-salutogenesis/
[4] http://bigdataanalyticsnews.com/25-java-machine-learning-tools-libraries/
[3] https://www.technative.io/why-ai-and-machine-learning-will-redefine-software-testing/
[3] https://blog.atheerair.com/ar-ai-and-iiot-empower-front-line-teams
[3] https://www.visualcapitalist.com/mapping-the-worlds-new-megacities-in-2030/

Top URLs in Tweet in G4:
[28] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828
[12] https://www.ubuntupit.com/most-remarkable-iot-applications-in-todays-world/
[12] https://towardsdatascience.com/the-data-science-process-a19eb7ebc41b
[11] https://www.datasciencecentral.com/profiles/blogs/6448529:BlogPost:961736
[7] https://searchcio.techtarget.com/feature/6-cognitive-automation-use-cases-in-the-enterprise
[7] https://rise.global/iotpremierleague
[7] https://www.youtube.com/c/asktheceo
[6] https://www.datasciencecentral.com/profiles/blogs/weekly-digest-august-3-1
[6] https://www.analyticbridge.datasciencecentral.com/profiles/blogs/graph-analytics-to-reinforce-anti-fraud-programs
[6] https://venturebeat.com/2020/07/17/intel-vp-ai-aided-defect-detection-is-a-killer-app-for-industrial-iot/

Top URLs in Tweet in G5:
[211] https://newswitch.jp/p/16754

Top URLs in Tweet in G6:
[2] https://venturebeat.com/2020/07/17/intel-vp-ai-aided-defect-detection-is-a-killer-app-for-industrial-iot/
[2] https://trib.al/tdNbUDc
[2] https://industry4o.com
[2] https://seekingalpha.com/instablog/47633305-stock-market-press/5479675-iqstel-inc-becomes-leader-in-telecommunications-industry-innovation-in-sms-blockchain
[2] https://www.entrepreneur.com/article/296707
[2] https://www.realcode.co.uk/gdpr-consultancy/
[2] https://www.RealCode.co.uk
[2] https://economictimes.indiatimes.com/tech/internet/industry-4-0-is-using-iot-and-ai-to-expand-its-digital-presence/articleshow/69050935.cms
[1] https://www.youtube.com/watch?v=FP1oqbnEfDw

[1] https://www.dailycoinews.com/dailycoinews/article/read.do?articleNo=7655&lang=kr

Top URLs in Tweet in G7:
[2] https://www.iotworldtoday.com/2020/06/24/how-rolls-royce-exploits-internet-of-things-data/
[2] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828
[1] https://medium.com/@williamkoehrsen/12-lessons-from-55-000-pages-of-books-9dc8d64c1a89
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=915fa680-d30a-11ea-83fd-67c7e13bdbc8&url=L25ld3MvbmV3c2xldHRlcnMvMjAyMC0wNy0yNC9haS1zYXlzLW1lbi1hcmUtbGF6eQ==
[1] http://datahacker.rs/009-how-to-detect-facial-landmarks-using-dlib-and-opencv/
[1] https://www.visualcapitalist.com/heres-what-the-big-tech-companies-know-about-you/
[1] https://www.weforum.org/agenda/2020/05/how-ai-and-machine-learning-are-helping-to-fight-covid-19/
[1] https://rubikscode.net/2020/08/03/top-3-artificial-intelligence-research-papers-july-2020/
[1] https://www.analyticsinsight.net/10-most-promising-iot-startups-to-watch-in-2020/
[1] https://www.linkedin.com/slink?code=d7HWh8X

Top URLs in Tweet in G8:
[3] https://thegadgetflow.com/blog/coolest-tech-right-now/
[1] https://www.protocol.com/google-smart-speaker-alarm-adt
[1] https://tech.economictimes.indiatimes.com/news/corporate/the-new-threat-weaponisation-of-iot-infographic/64866823
[1] https://www.forbes.com/sites/ellevate/2020/07/30/how-to-digitally-transform-your-company-successfully/#655130899c71
[1] https://twitter.com/addlanes/status/1290320725132247050
[1] https://twitter.com/davidjkatz/status/1290443133722021889
[1] https://www.forbes.com/sites/forbesfinancecouncil/2020/07/22/in-eus-climate-change-fight-the-2-trillion-euros-was-the-easy-part/#7feefdda6c12
[1] https://www.unite.ai/ai-used-to-monitor-health-of-coral-reefs-and-detect-ocean-trash-pollution/

Top URLs in Tweet in G9:
[16] https://www.linkedin.com/pulse/mystique-team-paul-eder-phd-pmp
[7] https://www.cbinsights.com/reports/CB-Insights_Fintech-Report-Q3-2019.pdf?utm_content=bufferb8ca3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.youtube.com/watch?v=533xF7nKPTw

[4] https://jadirectives.com/best-unreal-engine-4-tutorial-for-beginners/
[4] https://www.automotiveworld.com/?p=316739
[4] https://finance.yahoo.com/news/5g-vs-lte-difference-does-204532421.html?utm_content=buffer7fc3f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://hyperedge.tech/2020/08/01/apples-partners-and-samsung-apply-for-indias-6-6-billion-local-smartphone-production-program/
[3] https://timesofmalta.com/articles/view/future-polestar-vehicles-will-feature-waymo-self-driving-technology.803103.amp
[3] https://www.eletimes.com/self-driving-cars-the-21st-century-gold-rush
[3] https://www.primocanale.it/notizie/passano-le-auto-aperto-al-traffico-il-nuovo-ponte-genova-san-giorgio-221866.html

Top URLs in Tweet in G10:
[2] https://stream.directmoviedl.com/video_emb/?dmdl=007&id=NDc1Mjk1NzkyNzk5NDQzMQ==#ibmwatsonhello#@inthehighest1
[2] https://mixdrop.co/e/zc1vtyp?k=52813aef503b0fcb569a2358f7e4cd77&t=1596406038#ibmwatsonhello#@inthehighest1
[1] https://www.newsy.com/stories/school-air-filters-not-covid-19-ready/
[1] https://www.youtube.com/watch?v=4hnXsHGeTaM&feature=youtu.be

[1] https://www.youtube.com/watch?v=8dzxGlcErUo&feature=youtu.be

[1] https://www.youtube.com/watch?v=Mhu2Ij0rWCQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=Mw8NR6p8gyI&feature=youtu.be

[1] https://www.youtube.com/watch?v=Mnb_3ibUp38&feature=youtu.be

[1] https://www.nbc.com/the-blacklist/video/brothers/4155948#ibmwatsonhello#@inthehighest1
[1] https://www.analyticbridge.datasciencecentral.com/profiles/blogs/graph-analytics-to-reinforce-anti-fraud-programs

Top Domains
Top Domains in Tweet in Entire Graph:
[214] newswitch.jp
[203] jadirectives.com
[151] forbes.com
[136] twitter.com
[116] medium.com
[107] datasciencecentral.com
[90] springer.com
[86] linkedin.com
[74] keepnetlabs.com
[68] couponed12.com

Top Domains in Tweet in G1:
[193] jadirectives.com
[96] forbes.com
[88] springer.com
[88] twitter.com
[74] keepnetlabs.com
[65] couponed12.com
[57] datasciencecentral.com
[54] medium.com
[53] iotbigdatajobs.com
[49] connectedworld.com

Top Domains in Tweet in G2:
[17] forbes.com
[13] airport-technology.com
[11] manufacturingglobal.com
[10] medium.com
[8] mit.edu
[8] globalgovernmentforum.com
[8] techcrunch.com
[7] bloomberg.com
[6] comptia.org
[6] weforum.org

Top Domains in Tweet in G3:
[30] comptia.org
[20] forbes.com
[14] technative.io
[11] medium.com
[10] aisoma.de
[8] visualcapitalist.com
[6] intelligentworld.institute
[6] twitter.com
[5] datasciencecentral.com
[4] sdx.io

Top Domains in Tweet in G4:
[43] datasciencecentral.com
[29] medium.com
[28] bah.com
[16] techtarget.com
[16] towardsdatascience.com
[12] ubuntupit.com
[10] iotforall.com
[10] youtube.com
[8] iotworldtoday.com
[8] amazon.com

Top Domains in Tweet in G5:
[211] newswitch.jp

Top Domains in Tweet in G6:
[16] linkedin.com
[6] youtube.com
[6] twitter.com
[4] entrepreneur.com
[4] co.uk
[3] venturebeat.com
[3] nikkei.com
[3] indiatimes.com
[2] trib.al
[2] industry4o.com

Top Domains in Tweet in G7:
[3] medium.com
[2] iotworldtoday.com
[2] linkedin.com
[1] bloomberg.com
[1] datahacker.rs
[1] visualcapitalist.com
[1] weforum.org
[1] rubikscode.net
[1] analyticsinsight.net

Top Domains in Tweet in G8:
[3] thegadgetflow.com
[2] forbes.com
[2] twitter.com
[1] protocol.com
[1] indiatimes.com
[1] unite.ai

Top Domains in Tweet in G9:
[16] linkedin.com
[9] hyperedge.tech
[7] cbinsights.com
[5] youtube.com
[4] jadirectives.com
[4] automotiveworld.com
[4] yahoo.com
[3] theverge.com
[3] timesofmalta.com
[3] eletimes.com

Top Domains in Tweet in G10:
[5] youtube.com
[2] directmoviedl.com
[2] mixdrop.co
[1] newsy.com
[1] nbc.com
[1] datasciencecentral.com
[1] bah.com
[1] dy.si

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4966] ai
[4028] iot
[2935] bigdata
[2746] datascience
[2603] machinelearning
[2265] analytics
[1605] iiot
[1380] python
[925] rstats
[804] artificialintelligence



Top Hashtags in Tweet in G1:
[3237] ai
[2466] iot
[2450] bigdata
[2341] datascience
[2167] machinelearning
[2066] analytics
[1323] iiot
[1255] python
[845] rstats
[524] artificialintelligence

Top Hashtags in Tweet in G2:
[608] ai
[530] iot
[195] robotics
[135] drones
[131] machinelearning
[108] drone
[108] bigdata
[97] datascience
[89] ar
[89] marketing

Top Hashtags in Tweet in G3:
[281] ai
[216] iot
[109] bigdata
[91] artificialintelligence
[70] ml
[65] machinelearning
[56] datascience
[55] tech
[44] digitaltransformation
[37] robotics

Top Hashtags in Tweet in G4:
[286] ai
[282] iot
[203] datascience
[198] bigdata
[156] machinelearning
[145] iiot
[113] digitaltransformation
[98] iotpl
[66] industry40
[59] analytics

Top Hashtags in Tweet in G6:
[72] iot
[70] ai
[10] artificialintelligence
[9] machinelearning
[7] 5g
[7] ml
[6] marketing
[6] blockchain
[6] technology
[6] automation

Top Hashtags in Tweet in G7:
[45] robot
[45] southkorea
[39] ai
[34] iot
[19] tech
[15] bigdata
[15] smartcities
[14] electriccars
[14] blockchain
[14] selfdrivincars

Top Hashtags in Tweet in G8:
[45] robotics
[35] iot
[34] ai
[17] technology
[15] japan
[15] usps
[15] youvegotmail
[7] agritech
[7] agrifarm
[7] r2d2

Top Hashtags in Tweet in G9:
[77] ai
[59] iot
[33] selfdriving
[31] robotics
[30] seo
[28] 5g
[27] selfdrivingcars
[26] startup
[25] autonomousvehicles
[19] autonomous

Top Hashtags in Tweet in G10:
[21] iot
[17] ai
[17] darpa
[16] rp
[16] mj
[16] nsa
[15] rpx
[14] ibmwatsonhello
[13] imax
[12] imaxregalsweeps

Top Words
Top Words in Tweet in Entire Graph:
[4966] #ai
[4028] #iot
[2935] #bigdata
[2746] #datascience
[2603] #machinelearning
[2265] #analytics
[1605] #iiot
[1380] #python
[1304] gp_pulipaka
[925] #rstats

Top Words in Tweet in G1:
[3237] #ai
[2466] #iot
[2450] #bigdata
[2341] #datascience
[2167] #machinelearning
[2066] #analytics
[1323] #iiot
[1255] #python
[1191] gp_pulipaka
[845] #rstats

Top Words in Tweet in G2:
[608] #ai
[530] #iot
[421] enricomolinari
[202] ty
[195] #robotics
[135] #drones
[131] #machinelearning
[125] cc
[108] #drone
[108] #bigdata

Top Words in Tweet in G3:
[281] #ai
[261] gt
[216] #iot
[109] #bigdata
[100] more
[91] #artificialintelligence
[77] mikequindazzi
[72] ronald_vanloon
[70] #ml
[65] #machinelearning

Top Words in Tweet in G4:
[286] #ai
[282] #iot
[203] #datascience
[198] #bigdata
[189] ingliguori
[156] #machinelearning
[145] #iiot
[113] #digitaltransformation
[99] kirkdborne
[98] #iotpl

Top Words in Tweet in G5:
[216] tjmlab
[211] aiやiotのスペシャリストに対しは
[211] 当社の賃金体系を超えた給与を払う場合もある
[211] ただ
[211] こうした人には3年や5年でやめてもらう
[211] 必ずやめてもらうことで
[210] 既存の賃金体系の中でこつこつと仕事してきた技術者にも
[7] gobo_lase
[7] ai
[7] iotの専門家はヒトではないのでセーフ

Top Words in Tweet in G6:
[72] #iot
[70] #ai
[39] ai
[36] iot
[10] #artificialintelligence
[9] #machinelearning
[8] one
[8] more
[8] learn
[8] industry

Top Words in Tweet in G7:
[66] wef
[46] pawlowskimario
[46] world
[46] mt
[45] more
[45] work
[45] #robot
[45] #southkorea
[45] anywhere
[45] thomas_harrer

Top Words in Tweet in G8:
[45] #robotics
[41] evankirstel
[35] #iot
[34] #ai
[19] voice
[17] #technology
[15] startup
[15] #japan
[15] created
[15] smart

Top Words in Tweet in G9:
[77] #ai
[59] #iot
[42] matters
[36] #selfdriving
[31] #robotics
[30] #seo
[28] #5g
[27] #selfdrivingcars
[26] #startup
[25] #autonomousvehicles

Top Words in Tweet in G10:
[26] data
[21] homelessdave0
[21] jjhorgan
[21] #iot
[20] drbonniehenry
[20] adriandix
[20] gt
[20] see
[20] below
[17] #ai

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2003] #bigdata,#analytics
[1882] #datascience,#ai
[1849] #analytics,#datascience
[1645] #ai,#machinelearning
[1454] #iot,#iiot
[1043] #machinelearning,#iot
[805] #ai,#iot
[773] #python,#rstats
[771] #iiot,#python
[438] machine,learning

Top Word Pairs in Tweet in G1:
[1861] #bigdata,#analytics
[1724] #analytics,#datascience
[1721] #datascience,#ai
[1453] #ai,#machinelearning
[1261] #iot,#iiot
[926] #machinelearning,#iot
[710] #iiot,#python
[708] #python,#rstats
[426] #ai,#iot
[399] machine,learning

Top Word Pairs in Tweet in G2:
[154] #ai,#iot
[94] #drones,#robotics
[82] #robotics,#iot
[78] #engineering,#ai
[72] #iot,#engineering
[70] #ai,#machinelearning
[67] #bigdata,#analytics
[64] #iot,#iiot
[60] #datascience,#ai
[59] #analytics,#datascience

Top Word Pairs in Tweet in G3:
[154] gt,gt
[63] #ai,#iot
[52] #iot,#bigdata
[39] learn,more
[36] read,more
[31] link,gt
[30] 10,emerging
[30] emerging,technologies
[30] technologies,making
[30] making,impact

Top Word Pairs in Tweet in G4:
[94] #iot,#iiot
[74] #bigdata,#datascience
[72] #ai,#machinelearning
[68] #datascience,#ai
[62] #iiot,#iotpl
[47] ingliguori,#digitaltransformation
[43] #bigdata,#analytics
[41] content,#datascientists
[41] #datascientists,datasciencectrl
[41] data,science

Top Word Pairs in Tweet in G5:
[211] aiやiotのスペシャリストに対しは,当社の賃金体系を超えた給与を払う場合もある
[211] 当社の賃金体系を超えた給与を払う場合もある,ただ
[211] ただ,こうした人には3年や5年でやめてもらう
[211] こうした人には3年や5年でやめてもらう,必ずやめてもらうことで
[210] tjmlab,aiやiotのスペシャリストに対しは
[210] 必ずやめてもらうことで,既存の賃金体系の中でこつこつと仕事してきた技術者にも
[7] gobo_lase,ai
[7] ai,iotの専門家はヒトではないのでセーフ
[6] tjmlab,gobo_lase

Top Word Pairs in Tweet in G6:
[19] #iot,#ai
[17] #ai,#iot
[9] ai,iot
[7] iot,ai
[6] #ai,#machinelearning
[5] #machinelearning,#iot
[5] #ai,#ml
[5] artificial,intelligence
[5] covid,19
[5] internet,things

Top Word Pairs in Tweet in G7:
[46] world,wef
[45] pawlowskimario,more
[45] more,work
[45] work,#robot
[45] #robot,#southkorea
[45] #southkorea,anywhere
[45] anywhere,world
[45] wef,mt
[45] mt,thomas_harrer
[45] thomas_harrer,irenat

Top Word Pairs in Tweet in G8:
[16] #iot,#technology
[16] #ai,#robotics
[15] #robotics,startup
[15] startup,#japan
[15] #japan,created
[15] created,smart
[15] smart,mask
[15] mask,built
[15] built,microphone
[15] microphone,amplifies

Top Word Pairs in Tweet in G9:
[34] #ai,#iot
[23] #selfdrivingcars,#ai
[21] #iot,#5g
[20] #5g,#autonomousvehicles
[19] #autonomous,#robotics
[19] #robotics,#driverless
[18] #driverless,#driverlesscars
[18] #driverlesscars,#startups
[18] #autonomousvehicles,#selfdriving
[16] team,choose

Top Word Pairs in Tweet in G10:
[20] drbonniehenry,adriandix
[20] adriandix,jjhorgan
[20] see,below
[16] #rp,aka
[16] aka,#mj
[15] homelessdave0,nspector4
[15] nspector4,drbonniehenry
[15] jjhorgan,terimooring
[15] terimooring,bctf
[15] bctf,gt

Top Replied-To
Top Replied-To in Entire Graph:
@sminaev2015
@enricomolinari
@theibmmspteam
@homelessdave0
@formswim
@agodgmt
@cambridge_uni
@grazytgrazynatt
@ragusosergio
@kirkdborne

Top Replied-To in G1:
@usgbc
@grazytgrazynatt
@salhaj
@drisapantami
@agodgmt
@kirkdborne
@neuralink

Top Replied-To in G2:
@enricomolinari
@bravuraco
@cambridge_uni
@formswim
@ragusosergio

Top Replied-To in G5:
@gobo_lase

Top Replied-To in G9:
@opentrends

Top Replied-To in G10:
@homelessdave0
@theibmmspteam
@realdonaldtrump
@sassoftware
@commercegov
@mscloud
@microsoft
@blackhatevents

Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@kirkdborne
@enricomolinari
@patri_vaquero_
@ingliguori
@ronald_vanloon
@tjmlab
@mikequindazzi
@sourabhskatoch
@thejupaul

Top Mentioned in G1:
@gp_pulipaka
@patri_vaquero_
@kirkdborne
@sourabhskatoch
@thejupaul
@jamilahmed_16
@cdwgwagov
@sarthak_300
@ingliguori
@ronald_vanloon

Top Mentioned in G2:
@enricomolinari
@incvisive
@mvollmer1
@mikequindazzi
@haroldsinnott
@intengineering
@gp_pulipaka
@ronald_vanloon
@jblefevre60
@mashable

Top Mentioned in G3:
@ronald_vanloon
@mikequindazzi
@antgrasso
@fisher85m
@lindagrass0
@comptia
@statistacharts
@dhinch
@technative
@forbes

Top Mentioned in G4:
@ingliguori
@kirkdborne
@datasciencectrl
@gp_pulipaka
@boozallen
@vladobotsvadze
@r_demidchuk
@wga_consulting
@avrohomg
@mikequindazzi

Top Mentioned in G5:
@tjmlab
@gobo_lase

Top Mentioned in G6:
@ume_kyd
@realcode
@ramikantari
@ebizexec
@techopcode
@dst_edit
@udaygunjikar
@thisisgulshan
@husariamktg

Top Mentioned in G7:
@wef
@pawlowskimario
@thomas_harrer
@irenat
@enricomolinari
@gp_pulipaka
@kirkdborne
@aukendog
@ingliguori
@plasmacomp

Top Mentioned in G8:
@evankirstel
@enricomolinari
@stratorob
@ettech
@irmaraste
@gp_pulipaka
@incvisive
@digitalmeddoc
@sabinevdl
@diioannid

Top Mentioned in G9:
@ceo_branding
@guidaautonoma
@lago72
@mikequindazzi
@cbinsights
@officialmining
@_asifbhat_
@jamilahmed_16
@automotiveworld
@yahoofinance

Top Mentioned in G10:
@drbonniehenry
@adriandix
@jjhorgan
@homelessdave0
@terimooring
@bctf
@nspector4
@paulkrugman
@janetholder_iam
@h

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@tokoroten510
@huskorkut
@javascriptd
@monicasloves
@ejlazar
@chidambara09
@mhall55nine
@cybersec_feeds

Top Tweeters in G1:
@sectest9
@javascriptd
@chidambara09
@mhall55nine
@cybersec_feeds
@aaroncuddeback
@gambiste1
@iam__network
@indiatoday
@thomasclone

Top Tweeters in G2:
@lorimoreno
@business
@swissbusiness
@fintechna
@richsimmondsza
@amazingchevvolt
@vishalfast007
@marshacollier
@trippbraden
@nicochan33

Top Tweeters in G3:
@rosenchild
@gordontredgold
@biconnections
@valaafshar
@timothy_hughes
@debraruh
@metropulseusa
@jose_garde
@dailymail
@fmfrancoise

Top Tweeters in G4:
@paoloigna1
@rvp
@walmart
@hiphopmatrix
@solomankarl
@yvesmulkers
@dirac7
@mariuskarma
@silentseawolf
@mike71914654

Top Tweeters in G5:
@goodstoriez
@683hakutaka
@innocent_zero
@sue445
@goroman
@ichinose_iroha
@yjtheraccoondog
@unos
@ishiduka_mikoto
@sironekotoro

Top Tweeters in G6:
@pontofrio
@ramikantari
@iptops_com_news
@ethansilver73
@theiot
@desainted
@viralizeed
@vampirsexkttns
@eudyzerpa
@newsrelease_jp

Top Tweeters in G7:
@itknowingness
@ganjasmokercb
@markhillary
@ashwaniattrish
@wef
@gersariel1
@jessesprawl
@hoessay_soto
@claudelelay
@dayus4heaven

Top Tweeters in G8:
@evankirstel
@mjoehlerich
@elisaelisa110
@grey_sylph
@richardhurst19
@cannibal_sauce
@ailsaforshaw
@gdorn1
@tweetyburd
@ccprakay

Top Tweeters in G9:
@ottlegalrebels
@smoothsale
@donaldndoro
@yahoofinance
@jesirok
@robotconsumer
@callmenickwoods
@sweetcookiesme
@veenaproerp
@startupnewsind

Top Tweeters in G10:
@evymoyenin
@nspector4
@doinabadescu
@inthehighest1
@theibmmspteam
@adrian_indio
@commercegov
@realdonaldtrump
@sassoftware
@rameshbishnoi