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%22data science%22 OR #datascience_2019-12-07_11-15-09.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2019
Short Description:
"data science" OR #datascience via NodeXL http://bit.ly/2Rxic6n
@justbementalist
@kirkdborne
@chidambara09
@srini14325
@ronald_vanloon
@gp_pulipaka
@mikequindazzi
@thecuriousluke
@nvsdata
@akdm_bot

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

Description:
Description
The graph represents a network of 2,637 Twitter users whose tweets in the requested range contained ""data science" OR #datascience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 07 December 2019 at 19:17 UTC.

The requested start date was Saturday, 07 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 4-hour, 25-minute period from Friday, 29 November 2019 at 04:18 UTC to Saturday, 30 November 2019 at 08:43 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 : 2637
Unique Edges : 4436
Edges With Duplicates : 3580
Total Edges : 8016
Number of Edge Types : 3
Mentions : 6597
Tweet : 1358
Replies to : 61
Self-Loops : 1358
Reciprocated Vertex Pair Ratio : 0.0157327586206897
Reciprocated Edge Ratio : 0.0309781455548483
Connected Components : 396
Single-Vertex Connected Components : 179
Maximum Vertices in a Connected Component : 1746
Maximum Edges in a Connected Component : 7065
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.956886
Graph Density : 0.000678019062218931
Modularity : 0.44408
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,637 Twitter users whose tweets in the requested range contained "%22data science%22 OR #datascience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 07 December 2019 at 19:17 UTC.

The requested start date was Saturday, 07 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 4-hour, 25-minute period from Friday, 29 November 2019 at 04:18 UTC to Saturday, 30 November 2019 at 08:43 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 : %22data science%22 OR #datascience
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:
[42] https://www.datasciencecentral.com/profiles/blogs/top-7-data-science-use-cases-in-administration
[33] https://ledge.ai/jr-west-data-science-competition/
[32] https://twinybots.ch/
[32] https://www.datasciencecentral.com/profiles/blogs/free-book-a-comprehensive-guide-to-machine-learning-berkeley
[31] https://twitter.com/KirkDBorne/status/1198462116669411328
[30] https://www.datasciencecentral.com/profiles/blogs/how-spotify-know-a-lot-about-you-using-machine-learning-and-ai
[29] https://www.datasciencecentral.com/profiles/blogs/critical-tools-used-in-the-data-science-domain
[27] https://analyticsindiamag.com/10-most-used-python-github-repositories-to-look-out-for-in-2019/?twitter=@aneeshnair
[27] https://www.forbes.com/sites/cognitiveworld/2019/11/27/the-artificial-intelligence-industry-and-global-challenges/#504dee4f3deb
[24] https://www.datasciencecentral.com/page/search?q=Practical+Apache+Spark+in+10+minutes

Top URLs in Tweet in G1:
[27] https://www.datasciencecentral.com/profiles/blogs/free-book-a-comprehensive-guide-to-machine-learning-berkeley
[26] https://twitter.com/KirkDBorne/status/1198462116669411328
[21] https://www.datasciencecentral.com/profiles/blogs/top-7-data-science-use-cases-in-administration
[20] https://www.datasciencecentral.com/profiles/blogs/how-spotify-know-a-lot-about-you-using-machine-learning-and-ai
[19] https://www.forbes.com/sites/cognitiveworld/2019/11/27/the-artificial-intelligence-industry-and-global-challenges/#504dee4f3deb
[18] https://www.datasciencecentral.com/page/search?q=Practical+Apache+Spark+in+10+minutes
[14] https://www.datasciencecentral.com/profiles/blogs/critical-tools-used-in-the-data-science-domain
[14] https://www.codeproject.com/Articles/5160398/A-Tic-Tac-Toe-AI-with-Neural-Networks-and-Machine
[12] https://www.datasciencecentral.com/profiles/blogs/best-artificial-intelligence-technologies-to-know-in-2019
[11] https://www.datasciencecentral.com/profiles/blogs/apache-spark-streaming-tutorial-for-beginners

Top URLs in Tweet in G2:
[7] https://www.techrepublic.com/article/how-credential-stuffing-attacks-work-and-how-to-prevent-them/#ftag=RSS56d97e7
[7] https://packetstormsecurity.com/news/view/30724/Spying-Tools-Website-Taken-Down-After-UK-Raids.html
[7] https://www.aisoma.de/10-useful-ai-ml-slides/
[6] https://latesthackingnews.com/2019/11/29/5-insider-threat-solutions-you-should-follow-in-2019/
[6] https://blog.goyello.com/2019/11/27/whats-what-in-tensorflow-2-0/
[6] https://www.forbes.com/sites/louiscolumbus/2019/11/24/10-predictions-how-ai-will-improve-cybersecurity-in-2020/#2c13bf2d6dd7
[6] https://www.forbes.com/sites/cognitiveworld/2019/11/27/the-artificial-intelligence-industry-and-global-challenges/#504dee4f3deb
[5] https://twitter.com/gp_pulipaka
[5] https://www.forbes.com/sites/cognitiveworld/2019/11/27/the-artificial-intelligence-industry-and-global-challenges/#356052603deb
[5] https://www.eurekalert.org/pub_releases/2019-11/sisd-ait112719.php

Top URLs in Tweet in G3:
[20] https://www.jadirectives.com/best-free-udemy-courses-tutorial-training/
[17] https://www.programmer-books.com/troubleshooting-and-maintaining-your-pc-all-in-one-for-dummies-3rd-edition/
[15] https://customvision.ai:443/
[15] https://www.programmer-books.com/neural-networks-for-electronics-hobbyists/
[11] https://www.programmer-books.com/linux-in-action/
[10] https://www.datasciencecentral.com/profiles/blogs/building-the-high-performing-team-for-enterprise-analytics
[10] http://customvision.ai/
[10] https://www.jadirectives.com/python-for-everybody-specialization-review/
[10] https://www.jadirectives.com/coursera-data-science-specialization-review/
[9] https://analyticsindiamag.com/10-most-used-python-github-repositories-to-look-out-for-in-2019/?twitter=@aneeshnair

Top URLs in Tweet in G4:
[8] https://www.infoq.com/news/2019/11/data-science-emerging-tech/?utm_source=sumome&utm_medium=twitter&utm_campaign=sumome_share
[6] https://twinybots.ch/
[6] https://www.datasciencecentral.com/profiles/blogs/top-7-data-science-use-cases-in-administration
[5] https://www.datasciencecentral.com/page/search?q=Neural+networks
[5] https://github.com/ml874/Data-Science-Cheatsheet
[4] https://ledge.ai/jr-west-data-science-competition/
[4] https://medium.com/
[4] http://rpubs.com/nchelaru/medium_ds_nlp
[4] https://venturebeat.com/2019/11/21/kubernetes-the-key-ingredient-it-needs-to-accelerate-todays-data-science/
[4] http://tweetedtimes.com/v/14980

Top URLs in Tweet in G5:
[3] https://m.vk.com/id15800296
[3] https://ledge.ai/jr-west-data-science-competition/
[3] https://trendpro.co.ke/
[3] https://itjobpro.com/job/quantitative-risk-analyst-lead-data-science
[2] https://nuzzel.com/alexandr2110pro/2019/11/29?utm_medium=referral&utm_campaign=ashare&utm_source=twitter
[2] https://ledge.ai/
[2] https://play.google.com/music/m/D6wkzwyd6gswzto7vbyc74greym
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fis-data-science-dying-110ea995c66%3F
[2] https://infoprations.blogspot.com/2019/11/ibadan-and-emerging-data-scientists.html
[2] https://towardsdatascience.com/a-quick-guide-to-create-astonishing-data-science-projects-6d848375471f?source=rss----7f60cf5620c9---4

Top URLs in Tweet in G6:
[16] https://twinybots.ch/
[10] https://www.datasciencecentral.com/profiles/blogs/top-7-data-science-use-cases-in-administration
[8] https://analyticsindiamag.com/10-most-used-python-github-repositories-to-look-out-for-in-2019/?twitter=@aneeshnair
[8] https://www.datasciencecentral.com/profiles/blogs/critical-tools-used-in-the-data-science-domain
[7] https://twitter.com/aneeshnair/status/1200272181898481664
[6] https://www.datasciencecentral.com/profiles/blogs/logistic-regression-in-one-picture
[6] https://www.datasciencecentral.com/profiles/blogs/how-spotify-know-a-lot-about-you-using-machine-learning-and-ai
[4] https://www.infoq.com/news/2019/11/data-science-emerging-tech/?utm_source=sumome&utm_medium=twitter&utm_campaign=sumome_share
[4] https://www.sciencetimes.com/articles/24361/20191129/instagram-uses-artificial-intelligence-2019-works.htm
[3] http://truthonthemarket.com/2019/10/08/why-data-is-not-the-new-oil/

Top URLs in Tweet in G7:
[3] https://www.shroffpublishers.com/books/9789352130672/
[2] https://twitter.com/IBMBlockchain/status/1200217814738653186
[2] https://www.amazon.com/gp/product/9811110689?ie=UTF8&camp=213733&creative=393177&creativeASIN=9811110689&linkCode=shr&tag=amz0e61-20&linkId=A377RSIHEIX4GEQK&qid=&sr=
[2] https://www.shroffpublishers.com/newarrivals/9789352139347/
[2] https://www.shroffpublishers.com/books/business-and-finance/analytics/numsense-data-science-for-the-layman-no-math-added/
[2] https://www.careerarc.com/job-listing/cedars-sinai-jobs-postdoctoral-scientist-dr-chan-cancer-institute-29672036?campaign_id=27462&cb=1571255399&src=1&tx=xtaWmygER4jRMQ&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[1] https://www.cryptonewsz.com/hbku-joins-hands-with-ibm-to-allow-students-to-learn-new-age-technologies/49943/?linkId=77863019
[1] https://towardsdatascience.com/how-data-science-is-shaping-digital-marketing-5a149443f90a
[1] https://www.amazon.com/gp/product/1785880071?ie=UTF8&camp=213733&creative=393177&creativeASIN=1785880071&linkCode=shr&tag=amz0e61-20&linkId=TUP6GHC6YXN6ZWES&
[1] https://www.linkedin.com/posts/ravi-salunkhe-15485539_24-ultimate-data-science-projects-to-boost-activity-6606040916845264896-Bdtq

Top URLs in Tweet in G8:
[8] http://datahacker.rs/012-b-building-a-deep-neural-network-from-scratch-in-python/
[2] http://datahacker.rs/010-b-how-to-train-a-shallow-neural-network-with-a-gradient-desecent/
[2] http://datahacker.rs/deep-learning-inception-network/
[2] http://datahacker.rs/11-computer-vision-books-for-data-scientist/
[1] http://datahacker.rs/building-inception-network/
[1] https://www.7wdata.be/data-science/are-we-nearing-the-end-of-hadoop-and-big-data/?utm_source=twitter&utm_medium=7wdata&utm_campaign=mp-rss-20-7wBlog
[1] http://www.7wdata.be/x/aHR0cHM6Ly93d3cuN3dkYXRhLmJlL2RhdGEtc2NpZW5jZS9hcmUtd2UtbmVhcmluZy10aGUtZW5kLW9mLWhhZG9vcC1hbmQtYmlnLWRhdGEv/aHR0cHM6Ly93d3cuN3dkYXRhLmJlL3dwLWNvbnRlbnQvdXBsb2Fkcy8yMDE4LzExL2h0dHBzYmxvZ3MtaW1hZ2VzZm9yYmVzY29tZm9yYmVzdGVjaGNvdW5jaWxmaWxlczIwMTgxMWNhbnZhLXBob3RvLWVkaXRvci0yNC0xLTUwMHg1MDBwbmcucG5n/ICAgQXJlIFdlIE5lYXJpbmcgVGhlIEVuZCBPZiBIYWRvb3AgQW5kIEJpZyBEYXRhPyAgIA==/QSBmZXcgd2Vla3MgYWdvLCB0d28gZ2lhbnRzIG9mIHRoZSBiaWcgZGF0YSBIYWRvb3AgZXJhLCBDbG91ZGVyYSBhbmQgSG9ydG9ud29ya3MsIGFubm91bmNlZCB0aGV5IHdvdWxkIGJlIG1lcmdpbmcuIFRoZSBhbm5vdW5jZW1lbnQgY2xhaW1lZCBpdCB3b3VsZCBiZSBhIOKAnG1lcmdlciBvZiBlcXVhbHMu4oCdIEl0IGlzIGZhcw==
[1] https://www.7wdata.be/data-science/why-are-enterprises-slow-to-adopt-machine-learning/?utm_source=twitter&utm_medium=7wdata&utm_campaign=mp-rss-20-7wBlog
[1] http://www.7wdata.be/x/aHR0cHM6Ly93d3cuN3dkYXRhLmJlL2RhdGEtc2NpZW5jZS93aHktYXJlLWVudGVycHJpc2VzLXNsb3ctdG8tYWRvcHQtbWFjaGluZS1sZWFybmluZy8=/aHR0cHM6Ly93d3cuN3dkYXRhLmJlL3dwLWNvbnRlbnQvdXBsb2Fkcy8yMDE4LzEwL0F2WmNqbVVNdGVocHVoYTVvSkxjVEItMTIwMC04MGpwZy5wbmc=/IFdoeSBhcmUgZW50ZXJwcmlzZXMgc2xvdyB0byBhZG9wdCBtYWNoaW5lIGxlYXJuaW5nPw==/IE1hY2hpbmUgbGVhcm5pbmcgaGFzIHRoZSBwb3RlbnRpYWwgdG8gdHJhbnNmb3JtIHRoZSB3YXkgb3JnYW5pc2F0aW9ucyBpbnRlcmFjdCB3aXRoIHRoZSB3b3JsZCwgdG8gbW92ZSBmYXN0ZXIgYW5kIHRvIHByb3ZpZGUgYmV0dGVyIGN1c3RvbWVyIGV4cGVyaWVuY2UuIEJ1dCB3aGlsZSBtYWNoaW5lIGxlYXJuaW5n4oCZcyBsbw==
[1] http://7wd.at/7306d3

Top URLs in Tweet in G10:
[2] http://datahacker.rs/deep-learning-inception-network/
[1] http://businessoverbroadway.com/2019/02/19/how-do-data-professionals-spend-their-time-on-data-science-projects/
[1] http://datahacker.rs/building-inception-network/
[1] http://datahacker.rs/deep-learning-data-augmentation/
[1] https://www.youtube.com/channel/UCRjtBP-o5FbgRzX2BHQEFtQ
[1] https://www.kaggle.com/getting-started/119435

Top Domains
Top Domains in Tweet in Entire Graph:
[379] datasciencecentral.com
[371] twitter.com
[195] programmer-books.com
[143] medium.com
[120] zpy.io
[97] towardsdatascience.com
[94] jadirectives.com
[69] forbes.com
[59] amazon.com
[55] digitallearningland.com

Top Domains in Tweet in G1:
[222] datasciencecentral.com
[81] twitter.com
[46] medium.com
[33] forbes.com
[33] amazon.com
[33] digitallearningland.com
[23] jadirectives.com
[22] towardsdatascience.com
[21] programmer-books.com
[20] r-bloggers.com

Top Domains in Tweet in G2:
[49] twitter.com
[25] datasciencecentral.com
[20] forbes.com
[13] packetstormsecurity.com
[11] programmer-books.com
[9] medium.com
[8] techrepublic.com
[7] aisoma.de
[6] latesthackingnews.com
[6] harvardbusiness.org

Top Domains in Tweet in G3:
[161] programmer-books.com
[136] twitter.com
[60] jadirectives.com
[43] datasciencecentral.com
[25] customvision.ai
[23] medium.com
[22] blogspot.com
[20] towardsdatascience.com
[15] digitallearningland.com
[14] analyticsindiamag.com

Top Domains in Tweet in G4:
[61] zpy.io
[29] medium.com
[18] towardsdatascience.com
[16] datasciencecentral.com
[15] into.ai
[15] amazon.com
[10] linkedin.com
[9] twitter.com
[8] infoq.com
[8] rpubs.com

Top Domains in Tweet in G5:
[12] medium.com
[9] towardsdatascience.com
[8] twitter.com
[7] datasciencecentral.com
[5] ledge.ai
[5] linkedin.com
[5] itjobpro.com
[4] ne.jp
[4] blogspot.com
[4] reddit.com

Top Domains in Tweet in G6:
[56] twitter.com
[52] datasciencecentral.com
[16] twinybots.ch
[13] zpy.io
[10] co.uk
[8] analyticsindiamag.com
[7] jadirectives.com
[7] forbes.com
[7] insurancebusinessmag.com
[7] udemy.com

Top Domains in Tweet in G7:
[32] hukum.blog
[10] twitter.com
[7] shroffpublishers.com
[5] analyticsvidhya.com
[3] amazon.com
[3] careerarc.com
[1] cryptonewsz.com
[1] towardsdatascience.com
[1] linkedin.com
[1] dailykos.com

Top Domains in Tweet in G8:
[15] datahacker.rs
[7] 7wdata.be
[2] kdrrecruitment.com
[1] 7wd.at
[1] medium.com

Top Domains in Tweet in G10:
[4] datahacker.rs
[1] businessoverbroadway.com
[1] youtube.com
[1] kaggle.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2697] datascience
[1742] bigdata
[1729] ai
[1682] machinelearning
[915] iot
[807] analytics
[619] python
[616] deeplearning
[601] artificialintelligence
[386] ml



Top Hashtags in Tweet in G1:
[640] machinelearning
[635] datascience
[591] ai
[434] bigdata
[238] deeplearning
[171] artificialintelligence
[167] iot
[143] python
[127] analytics
[112] ml

Top Hashtags in Tweet in G2:
[431] ai
[389] datascience
[328] machinelearning
[314] bigdata
[263] iot
[175] artificialintelligence
[99] analytics
[91] cybersecurity
[86] deeplearning
[82] blockchain

Top Hashtags in Tweet in G3:
[794] datascience
[526] bigdata
[403] analytics
[375] ai
[362] machinelearning
[348] python
[283] iot
[257] javascript
[213] reactjs
[173] angular

Top Hashtags in Tweet in G4:
[177] datascience
[61] ad
[46] machinelearning
[33] ai
[26] data
[23] bigdata
[22] blackfriday
[22] blackfriday2019
[21] science
[21] isbdsst

Top Hashtags in Tweet in G5:
[94] datascience
[21] machinelearning
[19] ai
[17] deeplearning
[16] data
[12] bigdata
[10] science
[9] analytics
[7] dataanalytics
[7] python

Top Hashtags in Tweet in G6:
[233] datascience
[199] bigdata
[138] ai
[133] machinelearning
[69] iot
[58] deeplearning
[57] analytics
[47] artificialintelligence
[26] python
[19] ds

Top Hashtags in Tweet in G7:
[69] datascience
[50] ai
[40] bigdata
[35] technology
[34] data
[32] robotics
[30] artificialintelligence
[22] automation
[20] machinelearning
[18] ml

Top Hashtags in Tweet in G8:
[38] machinelearning
[28] datascience
[12] python
[12] ai
[12] bigdata
[12] business
[8] analytics
[5] iot
[4] neuralnetwork
[4] computervision

Top Hashtags in Tweet in G9:
[160] bigdata
[100] infographic
[100] iot
[93] digitaltransformation
[93] strategy
[77] startups
[64] datascience
[60] career
[60] analytics
[60] dataviz

Top Hashtags in Tweet in G10:
[13] datascience
[12] ai
[11] deeplearning
[9] machinelearning
[9] ml
[7] bigdata
[6] artificialintelligence
[3] datascientists
[3] tech
[3] computervision

Top Words
Top Words in Tweet in Entire Graph:
[2849] Words in Sentiment List#1: Positive
[1100] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[99858] Non-categorized Words
[103807] Total Words
[2697] #datascience
[1898] data
[1742] #bigdata
[1731] #ai
[1684] #machinelearning

Top Words in Tweet in G1:
[640] #machinelearning
[635] #datascience
[591] #ai
[434] #bigdata
[402] gt
[352] kirkdborne
[273] data
[238] #deeplearning
[190] science
[171] #artificialintelligence

Top Words in Tweet in G2:
[679] gt
[433] #ai
[389] #datascience
[330] #machinelearning
[314] #bigdata
[265] #iot
[224] mikequindazzi
[175] #artificialintelligence
[102] data
[99] #analytics

Top Words in Tweet in G3:
[794] #datascience
[526] #bigdata
[403] #analytics
[375] #ai
[362] #machinelearning
[348] #python
[283] #iot
[269] data
[261] gp_pulipaka
[257] #javascript

Top Words in Tweet in G4:
[487] data
[398] science
[177] #datascience
[76] learning
[61] #ad
[49] python
[47] machine
[46] #machinelearning
[43] intelligence
[36] isbedu

Top Words in Tweet in G5:
[143] data
[111] science
[94] #datascience
[21] #machinelearning
[19] #ai
[17] #deeplearning
[16] #data
[16] learning
[15] more
[15] machine

Top Words in Tweet in G6:
[233] #datascience
[199] #bigdata
[138] #ai
[133] #machinelearning
[111] gt
[100] data
[69] #iot
[58] #deeplearning
[57] #analytics
[49] read

Top Words in Tweet in G7:
[69] #datascience
[50] #ai
[40] #bigdata
[35] #technology
[34] #data
[32] #robotics
[30] #artificialintelligence
[22] #automation
[20] #machinelearning
[18] #ml

Top Words in Tweet in G8:
[44] data
[38] #machinelearning
[28] #datascience
[25] yvesmulkers
[14] enterprises
[14] slow
[14] adopt
[14] potential
[14] transform
[14] way

Top Words in Tweet in G9:
[160] #bigdata
[151] 24kmedia
[104] manishrath
[100] #infographic
[100] #iot
[93] consider
[93] #digitaltransformation
[93] #strategy
[77] #startups
[64] #datascience

Top Words in Tweet in G10:
[13] #datascience
[12] #ai
[11] #deeplearning
[9] data
[9] kaggle
[9] #machinelearning
[9] #ml
[9] davidpraisekalu
[7] check
[7] interesting

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1219] data,science
[743] gt,gt
[628] #bigdata,#analytics
[578] #datascience,#ai
[527] #analytics,#datascience
[503] #ai,#machinelearning
[311] machine,learning
[304] #bigdata,#datascience
[255] artificial,intelligence
[255] #machinelearning,#iot

Top Word Pairs in Tweet in G1:
[227] gt,gt
[163] #datascience,#ai
[159] data,science
[151] #ai,#machinelearning
[130] #bigdata,#datascience
[104] #bigdata,#analytics
[100] artificial,intelligence
[85] read,more
[76] #machinelearning,#deeplearning
[74] #analytics,#datascience

Top Word Pairs in Tweet in G2:
[434] gt,gt
[101] mikequindazzi,gt
[99] #ai,#machinelearning
[73] #bigdata,#analytics
[71] gt,#ai
[61] gt,mikequindazzi
[60] #datascience,#ai
[51] #machinelearning,#iot
[50] #iot,#bigdata
[49] #analytics,#datascience

Top Word Pairs in Tweet in G3:
[349] #bigdata,#analytics
[306] #analytics,#datascience
[284] #datascience,#ai
[208] #ai,#machinelearning
[170] #javascript,#angular
[163] #iot,#iiot
[161] #python,#javascript
[161] #angular,#reactjs
[161] #reactjs,#vuejs
[160] data,science

Top Word Pairs in Tweet in G4:
[383] data,science
[51] #datascience,#ad
[46] machine,learning
[30] artificial,intelligence
[30] science,summit
[22] #blackfriday,#blackfriday2019
[17] #data,#science
[16] big,data
[15] science,machine
[15] deep,learning

Top Word Pairs in Tweet in G5:
[107] data,science
[15] machine,learning
[9] science,machine
[9] big,data
[8] #machinelearning,#datascience
[7] #datascience,#data
[6] more,info
[6] #datascience,#ai
[5] 新幹線の,着雪量予測
[5] 着雪量予測,データサイエンスコンペ開催までの

Top Word Pairs in Tweet in G6:
[67] gt,gt
[60] #bigdata,#datascience
[46] artificial,intelligence
[41] data,science
[39] read,more
[37] #datascience,#ai
[35] #machinelearning,#deeplearning
[29] machine,learning
[26] #ai,#machinelearning
[25] #iot,#bigdata

Top Word Pairs in Tweet in G7:
[35] #datascience,#bigdata
[32] #robotics,#data
[32] #data,#datascience
[32] #bigdata,#technology
[27] #technology,#artificialintelligence
[27] #artificialintelligence,#ai
[22] #ai,#automation
[12] #intelligenceartificielle,#robotics
[11] male,dual
[11] dual,loyalty

Top Word Pairs in Tweet in G8:
[14] enterprises,slow
[14] slow,adopt
[14] adopt,#machinelearning
[14] #machinelearning,#machinelearning
[14] #machinelearning,potential
[14] potential,transform
[14] transform,way
[14] way,organisations
[13] data,scientist
[13] yvesmulkers,enterprises

Top Word Pairs in Tweet in G9:
[100] #infographic,#iot
[100] #iot,#bigdata
[93] consider,#digitaltransformation
[93] #digitaltransformation,#strategy
[93] #strategy,#infographic
[92] 24kmedia,consider
[70] #bigdata,#startups
[60] interesting,#career
[60] #career,paths
[60] paths,#bigdata

Top Word Pairs in Tweet in G10:
[7] check,interesting
[7] interesting,#deeplearning
[7] #deeplearning,application
[7] application,detecting
[7] detecting,garbage
[7] garbage,based
[7] based,videos
[7] videos,#bigdata
[7] #bigdata,#ai
[6] davidpraisekalu,check

Top Replied-To
Top Replied-To in Entire Graph:
@chainofthings
@kirkdborne
@holdenkarau
@marcusborba
@nakombelle
@dtapcap
@realsaintsteven
@agile_teams
@anamorrigan_
@nshrmln

Top Replied-To in G1:
@kirkdborne
@thebankoflumi
@agile_teams
@getremotify

Top Replied-To in G2:
@kubernetesio

Top Replied-To in G3:
@chainofthings
@kambrianetwork

Top Replied-To in G5:
@alexandr2110pro

Top Replied-To in G6:
@marcusborba
@realsaintsteven

Top Replied-To in G8:
@datasciencenig

Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@kirkdborne
@mikequindazzi
@richardeudes
@24kmedia
@programmerbooks
@ronald_vanloon
@fisher85m
@manishrath
@datasciencectrl

Top Mentioned in G1:
@kirkdborne
@ronald_vanloon
@datasciencectrl
@gp_pulipaka
@mikequindazzi
@ipfconline1
@deep_in_depth
@granvilledsc
@kdnuggets
@un

Top Mentioned in G2:
@mikequindazzi
@fisher85m
@un
@ferbeltranmx
@reach2ratan
@gp_pulipaka
@antgrasso
@ravikikan
@ronald_vanloon
@kirkdborne

Top Mentioned in G3:
@gp_pulipaka
@richardeudes
@programmerbooks
@jamilahmed_16
@hubbucket
@farzanasabera
@cognilytica
@rschmelzer
@analyticsfr
@unblockedfuture

Top Mentioned in G4:
@isbedu
@rezacy
@acemathstats
@kerriemengersen
@datascience__
@dlearningland
@qut
@broadridge
@watrutalkin
@dd_fafa_

Top Mentioned in G5:
@campus_croma
@datafactoryke
@pollicyorg

Top Mentioned in G6:
@richardeudes
@thancmarfeldt
@kirkdborne
@theadamgabriel
@ds_analytics
@ferbeltranmx
@iainljbrown
@gp_pulipaka
@iot_bigdata
@automeme

Top Mentioned in G7:
@analyticsvidhya
@ibmblockchain
@aleksan03565134
@xfxie
@techgigdotcom
@techcrunch
@shroffpub
@baseetai
@psutofficial
@phiaais

Top Mentioned in G8:
@yvesmulkers
@bojanavukov
@bayoadekanmbi
@waleblaq
@a
@gp_pulipaka
@datasciencenig
@aks_gadi
@simontrbojevic
@axamansard

Top Mentioned in G9:
@24kmedia
@manishrath
@fisher85m
@lildukieme
@deletedthisbihh
@kiilla3sup
@officalybpage
@24k
@claire_harris82
@iamchuckrussell

Top Mentioned in G10:
@kaggle
@davidpraisekalu
@giba1
@googledevexpert
@kaggle_days
@91springboard
@bhutanisanyam1
@bobehayes
@paula_piccard
@antrixshg

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@jurylady5
@javascriptd
@nlzoektwerk
@indiegametrends
@deejayiwan
@evankirstel
@chidambara09
@collegaegezocht

Top Tweeters in G1:
@arkangelscrap
@santchiweb
@gmizrachi
@fintechna
@richsimmondsza
@biconnections
@sharerussharing
@augusteve2012
@gezgintrk
@chandanrtcs

Top Tweeters in G2:
@sectest9
@deejayiwan
@evankirstel
@iam__network
@swissbusiness
@calcaware
@cybersec_feeds
@akwyz
@andrewmorrisuk
@vivmilano

Top Tweeters in G3:
@javascriptd
@indiegametrends
@aaroncuddeback
@woodstockpro
@pvalsfr
@codernotesbot
@usatoday
@bsupimp
@100xcode
@dreammex

Top Tweeters in G4:
@startupnws
@into_ai
@planetscape
@rpubsrecent
@femtech_
@dredeyedick
@aksinhaster
@mikeandersonsr
@jobs_schweiz_
@datascience__

Top Tweeters in G5:
@nlzoektwerk
@collegaegezocht
@aldoceccarelli
@csa_dvillamizar
@moccax
@trippbraden
@hmr1973
@neizod
@saeedbaygi
@bigdatabatman

Top Tweeters in G6:
@chidambara09
@kotaknaren
@nicochan33
@gvalan
@forbes
@techjunkiejh
@jacobussystems
@drferdowsi
@toptechin2019
@hebertkonlabs

Top Tweeters in G7:
@techcrunch
@spider_gina
@e_nterdiscipl
@wiomax_va
@fingo_org
@ross_radev
@wiomax_md
@accwalking
@dd_jessica_
@manasmahodaya

Top Tweeters in G8:
@jurylady5
@edaccessible
@yvesmulkers
@emekaokoye
@maddsue4444
@simontrbojevic
@danec4474
@drrueckauf
@toyosirise
@metiheya76

Top Tweeters in G9:
@24k
@jesirok
@yxsvincii
@scoshield
@24kmedia
@backwoodnash
@manifestmusicnc
@meyoumusicboy
@geraldhunley
@allmightyvon_

Top Tweeters in G10:
@wboricua98
@equalresp
@olamoyegun_kay
@91springboard
@michael_bari_
@enriquecusba
@maimaioo
@me7mmad
@kaggle
@manthan_ladva