iot machinelearning, Twitter, 8/5/2020 1:45:40 PM, 231920


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iot machinelearning_2020-08-05_05-20-01.xlsx
iot machinelearning_2020-08-05_05-20-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 05, 2020
Short Description:
iot machinelearning via NodeXL https://bit.ly/3khlk2c
@gp_pulipaka
@ronald_vanloon
@kirkdborne
@techtrendingnow
@ingliguori
@hubofml
@developersbot
@datasciencebot_
@anvith64518557
@thecuriousluke

Top hashtags:
#ai
#bigdata
#machinelearning
#datascience
#iot

Description:
Description
The graph represents a network of 1,649 Twitter users whose tweets in the requested range contained "iot machinelearning", 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 12:27 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, 7-hour, 25-minute period from Sunday, 02 August 2020 at 16:30 UTC to Tuesday, 04 August 2020 at 23:56 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 : 1649
Unique Edges : 2012
Edges With Duplicates : 15248
Total Edges : 17260
Number of Edge Types : 5
Retweet : 7022
MentionsInRetweet : 8925
Mentions : 708
Tweet : 600
Replies to : 5
Self-Loops : 693
Reciprocated Vertex Pair Ratio : 0.00713321765953345
Reciprocated Edge Ratio : 0.0141653905053599
Connected Components : 32
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 1586
Maximum Edges in a Connected Component : 17172
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.381387
Graph Density : 0.00192231832178372
Modularity : 0.188457
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,649 Twitter users whose tweets in the requested range contained "iot machinelearning", 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 12:27 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, 7-hour, 25-minute period from Sunday, 02 August 2020 at 16:30 UTC to Tuesday, 04 August 2020 at 23:56 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 machinelearning
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:
[131] https://www.programming-hero.com/
[101] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828
[49] https://link.springer.com/book/10.1007%2F978-1-4939-2122-5
[44] https://www.ubuntupit.com/most-remarkable-iot-applications-in-todays-world/
[37] https://towardsdatascience.com/the-data-science-process-a19eb7ebc41b
[36] https://jadirectives.com/coursera-excel-skills-for-business-specialization-review/
[36] https://rubikscode.net/2020/08/03/top-3-artificial-intelligence-research-papers-july-2020/
[31] https://www.couponed12.com/2020/08/performance-tuning-deep-learning-models.html
[31] https://www.jadirectives.com/best-artificial-intelligence-courses-online/
[28] https://www.programming-hero.com/blog/10-Facts-You-Didn%E2%80%99t-Know-About-Python-Programming.html

Top URLs in Tweet in G1:
[94] https://www.programming-hero.com/
[39] https://link.springer.com/book/10.1007%2F978-1-4939-2122-5
[26] https://rubikscode.net/2020/08/03/top-3-artificial-intelligence-research-papers-july-2020/
[21] https://www.programming-hero.com/blog/10-Facts-You-Didn%E2%80%99t-Know-About-Python-Programming.html
[20] https://link.springer.com/book/10.1007%2F978-3-319-14142-8
[19] https://www.couponed12.com/2020/08/performance-tuning-deep-learning-models.html
[18] https://link.springer.com/book/10.1007%2F978-1-4939-2614-5
[17] https://link.springer.com/book/10.1007%2F978-3-319-54413-7
[16] https://www.couponed12.com/2020/08/mastering-machine-learning-algorithms.html
[14] https://docs.google.com/document/d/1nKm4FZlk3NoAkX-YToEFeMqK1AksVLUc0Hdp3GZ4ag8/edit?usp=sharing

Top URLs in Tweet in G2:
[36] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828
[30] https://www.programming-hero.com/
[21] https://www.ubuntupit.com/most-remarkable-iot-applications-in-todays-world/
[19] https://connectedworld.com/making-a-mockery-of-u-s-in-stem/
[18] https://www.technative.io/in-an-ai-future-humans-still-have-a-lot-to-be-smug-about/
[15] https://www.forbes.com/sites/petersuciu/2020/08/03/artificial-intelligence-will-help-brands-align-with-influencers/
[15] https://www.jadirectives.com/best-artificial-intelligence-courses-online/
[14] https://www.iotworldtoday.com/2019/11/17/iot-putting-the-smart-into-smart-cities/
[14] https://www.analyticsinsight.net/10-most-promising-iot-startups-to-watch-in-2020/
[14] http://www.5stocksinto.com/5-chinese-stocks-into-data-centers/

Top URLs in Tweet in G3:
[5] https://play.google.com/store/apps/details?id=com.technology.technews
[2] https://www.csail.mit.edu/news/algorithm-finds-hidden-connections-between-paintings-met
[1] https://analyticsindiamag.com/image-feature-extraction-using-scikit-image-a-hands-on-guide/
[1] https://medium.com/cantors-paradise/physics-puzzles-a-pebble-thrown-in-the-air-63c1f84f86bf
[1] https://ocw.mit.edu/courses/mathematics/18-01sc-single-variable-calculus-fall-2010/
[1] https://www.cs.umd.edu/article/2020/07/william-gasarch-publishes-book-problem-solving-mathematics
[1] https://www.biorxiv.org/content/10.1101/491381v3
[1] https://towardsdatascience.com/designing-data-intensive-applications-book-review-cc34ba1f90a7
[1] https://towardsdatascience.com/how-to-become-a-bayesian-fcaaf6302d68
[1] https://www.youtube.com/watch?v=alzwuzWG7JI


Top URLs in Tweet in G4:
[11] https://www.datasciencecentral.com/profiles/blogs/6448529:BlogPost:961736
[9] https://searchcio.techtarget.com/feature/6-cognitive-automation-use-cases-in-the-enterprise
[8] https://www.analyticbridge.datasciencecentral.com/profiles/blogs/graph-analytics-to-reinforce-anti-fraud-programs
[8] https://www.datasciencecentral.com/profiles/blogs/weekly-digest-august-3-1
[5] https://blogs.knowledgelens.com/index.php/2019/09/10/iot-implementations-in-the-manufacturing-sector-emerging-trends-use-cases/
[5] https://www.iotworldtoday.com/2019/11/17/iot-putting-the-smart-into-smart-cities/
[5] https://engage.bah.com/Article/Redirect/82342726-ed4b-4736-9231-5c9917191097?uc=30185&g=c0e437ed-268a-495a-8d61-460282f1e48d&f=146173
[4] https://www.ubuntupit.com/most-remarkable-iot-applications-in-todays-world/
[4] https://engage.bah.com/Article/Redirect/1631be87-81d5-47f5-b602-242928a57110?uc=30185&g=bdb41788-89c9-41da-b4c3-0a7c79b28470&f=58942
[4] https://rossdawson.com/blog/timeline-emerging-science-technology-visual-framework/

Top URLs in Tweet in G5:
[9] https://www.fiverr.com/sajonofficial/remove-background-removal-transparent-png-photoshop?gig_id=105655421&utm_campaign=gigs_show_from_share_manage_gigs&utm_content=&utm_medium=shared&utm_source=twitter&utm_term=&view=gig
[6] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828
[4] https://jadirectives.com/coursera-excel-skills-for-business-specialization-review/
[2] https://www.iotworldtoday.com/2020/06/24/how-rolls-royce-exploits-internet-of-things-data/
[1] https://www.youtube.com/watch?v=AO4Bj58JIx0&feature=youtu.be

[1] https://www.couponed12.com/2020/08/mastering-machine-learning-algorithms.html
[1] https://www.analyticbridge.datasciencecentral.com/profiles/blogs/graph-analytics-to-reinforce-anti-fraud-programs
[1] https://www.jucktion.com/forum/udemy-coupon/excel-analytics-linear-regression-analysis-in-ms-excel-94-99-to-free-m-95197/
[1] https://www.datasciencecentral.com/profiles/blogs/6448529:BlogPost:961736
[1] https://towardsdatascience.com/the-data-science-process-a19eb7ebc41b

Top URLs in Tweet in G6:
[16] https://jadirectives.com/coursera-excel-skills-for-business-specialization-review/
[9] https://www.fiverr.com/sajonofficial/remove-background-removal-transparent-png-photoshop?gig_id=105655421&utm_campaign=gigs_show_from_share_manage_gigs&utm_content=&utm_medium=shared&utm_source=twitter&utm_term=&view=gig
[8] https://griddb.net/en/blog/machine-learning-php-griddb/
[7] https://www.programming-hero.com/
[5] https://www.jadirectives.com/best-python-tutorial-online/
[3] https://www.jadirectives.com/best-artificial-intelligence-courses-online/
[2] https://www.mmm-online.com/home/channel/data-analytics/infographic-adoption-of-digital-health-tools-lags/
[2] https://readwrite.com/2020/07/31/failure-in-artificial-intelligence/
[2] https://www.couponed12.com/2020/08/performance-tuning-deep-learning-models.html
[2] https://blogs.knowledgelens.com/index.php/2019/09/10/iot-implementations-in-the-manufacturing-sector-emerging-trends-use-cases/

Top URLs in Tweet in G7:
[48] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828
[21] https://towardsdatascience.com/the-data-science-process-a19eb7ebc41b
[12] https://www.ubuntupit.com/most-remarkable-iot-applications-in-todays-world/
[5] https://towardsdatascience.com/building-the-future-of-data-science-d5587a402e42
[3] https://www2.deloitte.com/us/en/insights/focus/technology-and-the-future-of-work/evolution-of-work-seven-new-realities.html
[2] https://insights.ai-jobs.net/mlops-the-new-mantra-for-businesses-in-the-ai-and-ml-game/
[2] https://arcweb.com/technology-evaluation-and-selection/industrial-internet-things-iot-edge-software-platforms?_cldee=Yy5qaXBlbkB0ZXNzYS5jb20udXk%3D&recipientid=contact-8427f9003353ea11a812000d3a1bb7bb-9d96c26ec87f4b9fb76bba43f737a44b&esid=0a82d999-f0ac-ea11-a813-000d3a8c954b
[2] https://www.pinterest.com/pin/785455991255137500/sent/?invite_code=aed71dee43754ce391807a1f7bbf9372&sender=785456128669606816&sfo=1
[2] https://engage.bah.com/Article/Redirect/82342726-ed4b-4736-9231-5c9917191097?uc=30185&g=c0e437ed-268a-495a-8d61-460282f1e48d&f=146173
[1] https://www.datasciencecentral.com/page/search?q=predictive+modeling

Top URLs in Tweet in G8:
[6] https://www.unite.ai/ai-used-to-monitor-health-of-coral-reefs-and-detect-ocean-trash-pollution/
[6] http://news.mit.edu/2020/paradigm4-data-0405#.XrCQxa5k_2s.twitter
[6] https://reinvent.awsevents.com/
[2] https://aws.amazon.com/blogs/publicsector/on-mars-powered-by-cloud-2020-rover-launches-perseverance/
[1] https://aws.amazon.com/blogs/publicsector/improving-knowledge-oceans-providing-cloud-based-access-large-datasets/
[1] https://medium.com/applied-data-science/every-arrow-on-this-diagram-is-a-data-science-project-775339e51828

Top URLs in Tweet in G9:
[11] http://www.globalbigdataconference.com/news/145613/augmented-intelligence-is-the-new-artificial-intelligence.html
[10] in
[10] supply
[8] https://bintadiaz.me/fake-news-detection-with-machine-learning-in-this-paper-i-experiment-the-possibility-to-detect-fake-news-based-only-on-textual-infor-mation-by-applying-traditional-machine-learning-techniques5-6-7/
[8] https://healthtechinsider.com/2020/07/24/ai-steps-up-for-hospital-covid-19-screening/
[7] http://www.globalbigdataconference.com/145619/book-review-deep-learning-with-tensorflow-2-and-keras/industrynews-details.html
[6] https://www.analyticsinsight.net/top-10-python-libraries-that-every-data-scientist-must-know/
[5] https://www.7wdata.be/big-data/why-data-science-isnt-an-exact-science/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+7wdata+%287wData+Hotspot+on+Trending+News+Of+All+Things+Data%29
[5] https://venturebeat.com/2020/07/24/researchers-find-evidence-of-bias-in-facial-expression-data-sets/
[5] https://bintadiaz.me/recommender-systems-and-deep-learning-in-python-4-6-1635-ratings-course-ratings-are-calculated-from-individual-students-ratings-and-a-variety-of-other-signals-like-age-of-rating-and-relia/

Top URLs in Tweet in G10:
[8] https://www.forbes.com/sites/konstantinebuhler/2020/08/04/3-ways-artificial-intelligence-will-change-healthcare/
[3] https://www.forbes.com/sites/petersuciu/2020/08/03/artificial-intelligence-will-help-brands-align-with-influencers/
[3] https://www.phillyvoice.com/
[2] https://innotechtoday.com/the-intersection-of-hr-and-artificial-intelligence/
[2] https://www.thepharmaletter.com/article/artificial-intelligence-and-biotechnology
[2] https://techcrunch.com/2020/08/02/ai-is-struggling-to-adjust-to-2020/
[2] https://readwrite.com/2020/07/31/failure-in-artificial-intelligence/
[2] https://eftm.com/2020/08/not-so-artificial-intelligence-when-is-ai-really-ai-79399
[2] https://www.humaci.com/research-detail/5ed49a9713ec21226bda9f07
[2] https://humaci.com/artificial-intelligence-training-research-program/?fbclid=IwAR07NyQUZOqwo28mFzNw8aP5XeNY-JXLxCoIlKUd4hPo8yR1f4FtGA6w6jI

Top Domains
Top Domains in Tweet in Entire Graph:
[168] programming-hero.com
[136] forbes.com
[131] springer.com
[130] datasciencecentral.com
[127] medium.com
[117] bintadiaz.me
[108] twitter.com
[92] jadirectives.com
[91] globalbigdataconference.com
[88] couponed12.com

Top Domains in Tweet in G1:
[122] programming-hero.com
[102] springer.com
[52] couponed12.com
[51] bintadiaz.me
[43] twitter.com
[28] rubikscode.net
[26] youtube.com
[25] globalbigdataconference.com
[24] google.com
[23] jadirectives.com

Top Domains in Tweet in G2:
[93] forbes.com
[60] twitter.com
[58] connectedworld.com
[49] datasciencecentral.com
[43] medium.com
[38] analyticsinsight.net
[37] bintadiaz.me
[36] programming-hero.com
[34] jadirectives.com
[28] bah.com

Top Domains in Tweet in G3:
[9] analyticsindiamag.com
[8] towardsdatascience.com
[7] medium.com
[5] google.com
[4] mit.edu
[2] forbes.com
[2] github.com
[2] datanami.com
[1] umd.edu
[1] biorxiv.org

Top Domains in Tweet in G4:
[56] datasciencecentral.com
[35] bah.com
[28] techtarget.com
[10] iotworldtoday.com
[8] amazon.com
[6] co.uk
[5] knowledgelens.com
[4] ubuntupit.com
[4] techrepublic.com
[4] iotcentral.io

Top Domains in Tweet in G5:
[9] fiverr.com
[6] medium.com
[4] jadirectives.com
[2] datasciencecentral.com
[2] iotworldtoday.com
[1] youtube.com
[1] couponed12.com
[1] jucktion.com
[1] towardsdatascience.com
[1] rubikscode.net

Top Domains in Tweet in G6:
[28] jadirectives.com
[9] fiverr.com
[8] griddb.net
[7] programming-hero.com
[5] couponed12.com
[5] bintadiaz.me
[4] forbes.com
[4] springer.com
[4] datasciencecentral.com
[3] google.com

Top Domains in Tweet in G7:
[48] medium.com
[26] towardsdatascience.com
[12] ubuntupit.com
[3] deloitte.com
[3] bah.com
[2] ai-jobs.net
[2] arcweb.com
[2] pinterest.com
[1] datasciencecentral.com
[1] datahacker.rs

Top Domains in Tweet in G8:
[6] unite.ai
[6] mit.edu
[6] awsevents.com
[3] amazon.com
[1] medium.com

Top Domains in Tweet in G9:
[34] globalbigdataconference.com
[22] bintadiaz.me
[20] analyticsinsight.net
[11] couponed12.com
[10] forbes.com
[9] 7wdata.be
[8] healthtechinsider.com
[7] dan.com
[6] venturebeat.com
[5] zdnet.com

Top Domains in Tweet in G10:
[12] forbes.com
[8] humaci.com
[4] phillyvoice.com
[3] theregister.com
[3] readwrite.com
[3] globalbigdataconference.com
[2] phys.org
[2] innotechtoday.com
[2] thepharmaletter.com
[2] techcrunch.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4446] ai
[4422] bigdata
[4183] machinelearning
[4078] datascience
[3750] iot
[3276] analytics
[2228] python
[2171] iiot
[1357] rstats
[1349] artificialintelligence



Top Hashtags in Tweet in G1:
[2391] bigdata
[2104] datascience
[1994] machinelearning
[1987] analytics
[1883] ai
[1726] iot
[1387] python
[1194] iiot
[823] rstats
[470] programming

Top Hashtags in Tweet in G2:
[1344] ai
[1097] machinelearning
[1094] bigdata
[1058] iot
[1000] datascience
[689] analytics
[520] artificialintelligence
[440] iiot
[419] python
[262] deeplearning

Top Hashtags in Tweet in G3:
[317] ai
[316] bigdata
[312] analytics
[311] datascience
[305] machinelearning
[262] iot
[245] iiot
[220] python
[195] rstats
[78] programming

Top Hashtags in Tweet in G4:
[199] ai
[192] bigdata
[168] datascience
[163] iot
[160] machinelearning
[132] iiot
[95] iotpl
[51] digitaltransformation
[51] analytics
[44] edgeanalytics

Top Hashtags in Tweet in G5:
[97] robot
[95] southkorea
[45] ai
[40] machinelearning
[37] iot
[33] bigdata
[29] datascience
[23] iiot
[23] analytics
[19] python

Top Hashtags in Tweet in G6:
[231] ai
[206] machinelearning
[185] iot
[164] bigdata
[148] artificialintelligence
[124] datascience
[108] analytics
[83] robotics
[76] python
[60] iiot

Top Hashtags in Tweet in G7:
[124] datascience
[72] machinelearning
[67] digitaltransformation
[63] bigdata
[63] iot
[57] ai
[46] infographic
[42] analytics
[39] iiot
[25] python

Top Hashtags in Tweet in G8:
[45] machinelearning
[42] ai
[26] algorithms
[24] drones
[24] robotics
[23] violence
[23] aiethics
[23] bias
[19] iot
[16] datascience

Top Hashtags in Tweet in G9:
[145] ai
[141] artificialintelligence
[132] datascience
[131] machinelearning
[102] deeplearning
[91] iot
[81] bigdata
[42] analytics
[33] dataanalytics
[31] predictiveanalytics

Top Hashtags in Tweet in G10:
[78] ai
[52] machinelearning
[51] iot
[51] bigdata
[51] artificialintelligence
[50] datascience
[39] deeplearning
[34] nlp
[31] robots
[8] python

Top Words
Top Words in Tweet in Entire Graph:
[4446] #ai
[4422] #bigdata
[4183] #machinelearning
[4078] #datascience
[3750] #iot
[3276] #analytics
[2228] #python
[2171] #iiot
[1695] gp_pulipaka
[1357] #rstats

Top Words in Tweet in G1:
[2391] #bigdata
[2104] #datascience
[1994] #machinelearning
[1987] #analytics
[1883] #ai
[1726] #iot
[1387] #python
[1194] #iiot
[941] gp_pulipaka
[823] #rstats

Top Words in Tweet in G2:
[1344] #ai
[1097] #machinelearning
[1094] #bigdata
[1058] #iot
[1000] #datascience
[689] #analytics
[520] #artificialintelligence
[440] #iiot
[419] #python
[355] gp_pulipaka

Top Words in Tweet in G3:
[317] #ai
[316] #bigdata
[312] #analytics
[311] #datascience
[305] #machinelearning
[262] #iot
[245] #iiot
[243] gp_pulipaka
[220] #python
[195] #rstats

Top Words in Tweet in G4:
[199] #ai
[192] #bigdata
[168] #datascience
[165] kirkdborne
[163] #iot
[160] #machinelearning
[132] #iiot
[95] #iotpl
[55] use
[55] cases

Top Words in Tweet in G5:
[97] #robot
[96] more
[96] pawlowskimario
[95] work
[95] #southkorea
[95] anywhere
[95] world
[87] wef
[85] mt
[84] thomas_harrer

Top Words in Tweet in G6:
[231] #ai
[206] #machinelearning
[185] #iot
[164] #bigdata
[148] #artificialintelligence
[124] #datascience
[108] #analytics
[83] #robotics
[76] #python
[60] #iiot

Top Words in Tweet in G7:
[270] ingliguori
[124] #datascience
[72] #machinelearning
[71] science
[70] data
[67] #digitaltransformation
[63] #bigdata
[63] #iot
[57] #ai
[51] #digitaltransforma

Top Words in Tweet in G8:
[45] #machinelearning
[42] #ai
[26] #algorithms
[24] #drones
[24] #robotics
[23] #violence
[23] detecting
[23] make
[23] public
[23] spaces

Top Words in Tweet in G9:
[145] #ai
[141] #artificialintelligence
[132] #datascience
[131] #machinelearning
[102] #deeplearning
[91] #iot
[81] #bigdata
[43] _asifbhat_
[42] #analytics
[42] data

Top Words in Tweet in G10:
[87] more
[78] #ai
[66] read
[61] intelligence
[59] artificial
[52] #machinelearning
[51] #iot
[51] #bigdata
[51] #artificialintelligence
[50] #datascience

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3010] #bigdata,#analytics
[2822] #analytics,#datascience
[2567] #datascience,#ai
[2263] #ai,#machinelearning
[2033] #iot,#iiot
[1570] #machinelearning,#iot
[1154] #python,#rstats
[1088] #iiot,#python
[635] #ai,#iot
[581] machine,learning

Top Word Pairs in Tweet in G1:
[1875] #bigdata,#analytics
[1771] #analytics,#datascience
[1535] #datascience,#ai
[1306] #ai,#machinelearning
[1184] #iot,#iiot
[910] #machinelearning,#iot
[690] #python,#rstats
[633] #iiot,#python
[335] machine,learning
[287] #tech,#technews

Top Word Pairs in Tweet in G2:
[598] #bigdata,#analytics
[544] #analytics,#datascience
[504] #datascience,#ai
[458] #ai,#machinelearning
[373] #iot,#iiot
[311] #machinelearning,#iot
[195] #ai,#iot
[192] #python,#rstats
[191] #iiot,#python
[162] machine,learning

Top Word Pairs in Tweet in G3:
[312] #bigdata,#analytics
[288] #analytics,#datascience
[287] #datascience,#ai
[244] #iot,#iiot
[238] #ai,#machinelearning
[197] #machinelearning,#iot
[175] #python,#rstats
[168] #iiot,#python
[63] #javascript,#reactjs
[62] #cloudcomputing,#serverless

Top Word Pairs in Tweet in G4:
[97] #bigdata,#datascience
[93] #iot,#iiot
[83] #ai,#machinelearning
[77] #datascience,#ai
[73] #iiot,#iotpl
[55] use,cases
[47] #machinelearning,#iot
[45] #bigdata,#analytics
[40] #analytics,#datascience
[37] content,#datascientists

Top Word Pairs in Tweet in G5:
[95] more,work
[95] work,#robot
[95] #robot,#southkorea
[95] #southkorea,anywhere
[94] anywhere,world
[94] pawlowskimario,more
[84] world,wef
[84] wef,mt
[84] mt,thomas_harrer
[83] thomas_harrer,irenat

Top Word Pairs in Tweet in G6:
[96] #bigdata,#analytics
[88] #analytics,#datascience
[77] #datascience,#ai
[75] #ai,#machinelearning
[74] #ai,#iot
[57] #iot,#iiot
[51] #robotics,#ai
[51] #iot,#artificialintelligence
[51] #medical,#industrial
[51] #industrial,#imaging

Top Word Pairs in Tweet in G7:
[70] data,science
[67] ingliguori,#datascience
[54] ingliguori,#digitaltransformation
[51] ingliguori,#digitaltransforma
[48] #datascience,business
[48] business,map
[48] map,tool
[48] tool,data
[48] science,projects
[48] projects,ingliguori

Top Word Pairs in Tweet in G8:
[23] #violence,detecting
[23] detecting,#drones
[23] #drones,make
[23] make,public
[23] public,spaces
[23] spaces,safer
[23] safer,#ai
[23] #ai,#aiethics
[23] #aiethics,#machinelearning
[23] #machinelearning,#algorithms

Top Word Pairs in Tweet in G9:
[92] #artificialintelligence,#ai
[81] #datascience,#machinelearning
[59] #machinelearning,#deeplearning
[53] #ai,#datascience
[49] #deeplearning,#iot
[31] #iot,#dataanalytics
[31] #dataanalytics,#predictiveanalytics
[31] #predictiveanalytics,#bigdata
[31] #bigdata,#datascientists
[27] #analytics,#datascience

Top Word Pairs in Tweet in G10:
[66] read,more
[58] artificial,intelligence
[39] #artificialintelligence,#ai
[38] #datascience,#machinelearning
[36] #ai,#datascience
[32] more,#artificialintelligence
[31] #machinelearning,#bigdata
[31] #bigdata,#deeplearning
[31] #deeplearning,#nlp
[31] #nlp,#robots

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@kirkdborne
@sourabhskatoch
@sarthak_300
@patri_vaquero_
@ingliguori
@thejupaul
@ronald_vanloon
@programmingbea2
@_asifbhat_

Top Mentioned in G1:
@gp_pulipaka
@sourabhskatoch
@patri_vaquero_
@sarthak_300
@thejupaul
@programmingbea2
@mnaotech
@edkwedar
@codeflawco
@machine_ml

Top Mentioned in G2:
@gp_pulipaka
@kirkdborne
@ingliguori
@ronald_vanloon
@_asifbhat_
@sarthak_300
@mikequindazzi
@patri_vaquero_
@thejupaul
@sourabhskatoch

Top Mentioned in G3:
@gp_pulipaka
@analyticsindiam
@rachelevagordon
@mit_csail
@patri_vaquero_
@alap2027
@sarthak_300
@usatoday
@iotbrand
@naijastevejobs

Top Mentioned in G4:
@kirkdborne
@gp_pulipaka
@datasciencectrl
@boozallen
@harbrimah
@iotworldtoday
@knowledgelens
@intel
@verdictuk
@mikequindazzi

Top Mentioned in G5:
@pawlowskimario
@wef
@thomas_harrer
@irenat
@gp_pulipaka
@ingliguori
@machine_ml
@nicochan33
@mertiumfin
@sajonjoy

Top Mentioned in G6:
@gp_pulipaka
@cmtcameramodule
@kayleeh41488710
@sarthak_300
@jamilahmed_16
@kirkdborne
@incvisive
@ronald_vanloon
@sourabhskatoch
@iainljbrown

Top Mentioned in G7:
@ingliguori
@gp_pulipaka
@r_demidchuk
@kirkdborne
@statanalytica
@datasciencectrl
@strahinjazivko7
@patri_vaquero_
@antgrasso
@deloitte

Top Mentioned in G8:
@markquinn_vo
@gp_pulipaka
@sandy_carter
@mit
@mit_csail
@jeffbarr
@ipfconline1
@ronald_vanloon
@pierrepinna
@berci

Top Mentioned in G9:
@_asifbhat_
@bigdataconf
@gp_pulipaka
@cuongcz
@couponed_code
@cobramars
@bibintata1
@zdnet
@poussun
@kirkdborne

Top Mentioned in G10:
@iainljbrown
@ronald_vanloon
@venturebeat
@kharijohnson
@ingliguori
@gp_pulipaka
@_asifbhat_
@humaciai
@bigdataconf
@antgrasso

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@javascriptd
@chidambara09
@cybersec_feeds
@evankirstel
@aaroncuddeback
@gambiste1
@iam__network
@thomasclone

Top Tweeters in G1:
@javascriptd
@evankirstel
@aaroncuddeback
@gambiste1
@thomasclone
@rosenchild
@femtech_
@taieb_bot
@fintechna
@xaelbot

Top Tweeters in G2:
@sectest9
@chidambara09
@cybersec_feeds
@iam__network
@g1
@andrewmorrisuk
@gezgintrk
@ssxman2
@cybersecurityn8
@gvalan

Top Tweeters in G3:
@o_g_log
@hectorsmx
@herosmoraes
@johnniemaebrown
@ashot_
@cidrimcidrim
@ptashokkiradoo
@vishne0
@pythonista11
@blandishmentbob

Top Tweeters in G4:
@machinelearnflx
@dariosailor86
@dirac7
@ham_gretsky
@mariuskarma
@trovolavorobiz
@kirkdborne
@serpil_ozguven
@tiagoooliveira
@angelinux3000

Top Tweeters in G5:
@itknowingness
@nicochan33
@ganjasmokercb
@markhillary
@ashwaniattrish
@wef
@gersariel1
@jesirok
@alternative200
@justusnatuhwera

Top Tweeters in G6:
@calcaware
@vivmilano
@caring_mobile
@kuriharan
@ngaruiyacharles
@emailmktgalerts
@nowthisnews
@dez_blanchfield
@milocamj
@_100daysofcode

Top Tweeters in G7:
@swissbusiness
@bernardo_pirola
@silentseawolf
@losagitados
@dinisguarda
@mary_b_68
@nvsdata
@jeffreyawillia4
@tallcedarofleb
@drtao

Top Tweeters in G8:
@akwyz
@nomoreslaves
@rwang0
@munevarjuan
@spirosmargaris
@ipfconline1
@jblefevre60
@mrtallerjerry
@bridges2italy
@domingonarvaez1

Top Tweeters in G9:
@billnigh
@zdnet
@yvesmulkers
@ricardo_ik_ahau
@elpalee4
@patosins
@grjenkin
@bizcom
@1nterestingtech
@necio_news

Top Tweeters in G10:
@paoloigna1
@kimvie
@newsanceandgg
@metropulseusa
@gabrielanthonyp
@venturebeat
@tachouhoner
@margymaclibrary
@ofniedersachsen
@quasagroup