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#datascience Twitter NodeXL SNA Map and Report for quarta-feira, 23 novembro 2022 at 20:22 UTC (experimental version)
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From:
201700124
Uploaded on:
November 23, 2022
Short Description:
#datascience via NodeXL https://bit.ly/3GEUHC4
@datasciencebot_
@godfrey_g_
@o_fabriciosouza
@gp_pulipaka
@kirkdborne
@boredombot
@ginacostag_
@datasciencedojo
@_jakashi
@mdancho84

Top hashtags:
#datascience
#ai
#bigdata
#python
#machinelearning
#100daysofcode

Description:
Description
The graph represents a network of 1 481 Twitter users whose recent tweets contained "#datascience", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 3 000 tweets. The network was obtained from Twitter on Wednesday, 23 November 2022 at 20:34 UTC.

The tweets in the network were tweeted over the 5-hour, 17-minute period from Wednesday, 23 November 2022 at 15:02 UTC to Wednesday, 23 November 2022 at 20:20 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.


Overall Graph Metrics
Vertices : 1481
Unique Edges : 2743
Edges With Duplicates : 3398
Total Edges : 6141
Number of Edge Types : 5
Retweet : 2318
MentionsInRetweet : 2248
Mentions : 786
Tweet : 766
Replies to : 23
Self-Loops : 854
Reciprocated Vertex Pair Ratio : 0,0087719298245614
Reciprocated Edge Ratio : 0,0173913043478261
Connected Components : 181
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 1101
Maximum Edges in a Connected Component : 5635
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3,98597
Graph Density : 0,00152152490099823
Modularity : 0,420816
NodeXL Version : 1.0.1.508
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284875
Data Import : The graph represents a network of 1 481 Twitter users whose recent tweets contained "#datascience", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 3 000 tweets. The network was obtained from Twitter on Wednesday, 23 November 2022 at 20:34 UTC.

The tweets in the network were tweeted over the 5-hour, 17-minute period from Wednesday, 23 November 2022 at 15:02 UTC to Wednesday, 23 November 2022 at 20:20 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 : TwitterSearch
Graph Term : #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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[84] https://79f2fanvofsx8yfcfi952qey5a.hop.clickbank.net/
[35] https://www.mltut.com/best-free-sql-courses/
[32] https://www.business-science.io/code-tools/2022/09/23/explore-simplified-exploratory-data-analysis-eda-in-r.html?utm_content=buffer11664&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[19] https://pyoflife.com/download-software-for-data-analysis-programming-with-r/
[15] https://github.com/easystats/performance
[15] https://geni.us/Linux-Commands
[14] https://www.techradar.com/features/10-ways-web3-domains-will-change-the-way-we-surf-the-web
[13] https://geni.us/Stats-Dummies
[13] https://www.instagram.com/p/Chtbf7EOSAA/
[13] https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fchannel%2FUC7gRh1Vpj2XXi_KGYHbhOxQ%2Fplaylists%3Fcbrd%3D1&gl=PT&m=0&pc=yt&hl=pt-PT&src=1

Top URLs in Tweet in G1:
[81] https://79f2fanvofsx8yfcfi952qey5a.hop.clickbank.net/
[14] https://www.techradar.com/features/10-ways-web3-domains-will-change-the-way-we-surf-the-web
[13] https://www.instagram.com/p/Chtbf7EOSAA/
[11] https://news.google.com/__i/rss/rd/articles/CBMihAFodHRwczovL3d3dy5tY2tpbnNleS5jb20vZmVhdHVyZWQtaW5zaWdodHMvZGl2ZXJzaXR5LWFuZC1pbmNsdXNpb24vZXZlbi1pbi10aGUtbWV0YXZlcnNlLXdvbWVuLXJlbWFpbi1sb2NrZWQtb3V0LW9mLWxlYWRlcnNoaXAtcm9sZXPSAQA?oc=5
[9] https://news.google.com/__i/rss/rd/articles/CBMicWh0dHBzOi8vd3d3LmJsb29tYmVyZy5jb20vbmV3cy9hcnRpY2xlcy8yMDIyLTExLTIxL3dvbWVuLWFyZS1rZXktbWV0YXZlcnNlLXVzZXJzLWJ1dC1tZW4tZG9taW5hdGUtam9icy1zaGFwaW5nLWl00gEA?oc=5
[8] https://news.google.com/__i/rss/rd/articles/CBMiSmh0dHBzOi8vY2lyY2xlaWQuY29tL3Bvc3RzLzIwMjIxMTIzLWJ1c2luZXNzZXMtYXJlLXJlYWR5LWZvci10aGUtbWV0YXZlcnNl0gEA?oc=5
[8] https://geni.us/Linux-Commands
[7] https://www.linkedin.com/pulse/battle-learning-machines-machine-vs-deep-walter-shields/
[7] https://rubikscode.net/2021/10/18/18-machine-learning-best-practices/
[7] https://news.google.com/__i/rss/rd/articles/CBMiamh0dHBzOi8vd3d3LnNpbGljb24uY28udWsvZS1pbm5vdmF0aW9uL2dyZWVuLWl0L25ldy15b3JrLWdvdmVybm9yLXNpZ25zLWJpbGwtdG8tbGltaXQtY3J5cHRvLW1pbmluZy00ODc0MzHSAW5odHRwczovL3d3dy5zaWxpY29uLmNvLnVrL2UtaW5ub3ZhdGlvbi9ncmVlbi1pdC9uZXcteW9yay1nb3Zlcm5vci1zaWducy1iaWxsLXRvLWxpbWl0LWNyeXB0by1taW5pbmctNDg3NDMxL2FtcA?oc=5

Top URLs in Tweet in G2:
[25] https://www.mltut.com/best-free-sql-courses/
[3] https://www.forbes.com/sites/bernardmarr/2022/11/21/the-top-10-tech-trends-in-2023-everyone-must-be-ready-for/
[3] https://www.theguardian.com/society/2022/oct/04/ai-eye-checks-can-predict-heart-disease-risk-in-less-than-minute-finds-study
[3] https://www.computerweekly.com/feature/How-can-IT-leaders-address-quiet-quitting?utm_content=bufferd01dc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.eetasia.com/data-verification-blockchain-technology-expected-to-solve-problems-derived-from-digital-transformation/?utm_content=buffer9b855&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.spiceworks.com/tech/devops/guest-article/how-low-code-platform-accelerates-digital-transformation/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https://www.nature.com/articles/d41586-022-02035-w%3Futm_term%3DAutofeed%26utm_campaign%3Dnature%26utm_medium%3DSocial%26utm_source%3DTwitter
[2] https://www.weforum.org/agenda/2022/07/5-governance-tips-for-responsible-ai/
[2] https://www.mltut.com/best-courses-for-machine-learning-on-coursera/
[2] https://geni.us/Full-Stack-Developer

Top URLs in Tweet in G3:
[2] http://www.geodunes-marine.fr
[2] https://www.data-mania.com/data-superhero-quiz/
[2] https://www.datasciencecentral.com/how-to-choose-the-best-machine-learning-technique-comparison-table/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/HassardNigel/status/1595392234760855553
[2] https://www.meetup.com/rladies-barranquilla/events/289887142/?_xtd=gqFyqTMwNjk5NzgwOaFwo2FwaQ%253D%253D&from=ref
[1] https://opendatascience.com/ai-powered-algorithms-are-helping-manage-washington-d-c/?utm_campaign=Learning%20Posts&utm_content=228472433&utm_medium=social&utm_source=twitter&hss_channel=tw-2156970636
[1] https://opendatascience.com/ai-powered-algorithms-are-helping-manage-washington-d-c/?utm_campaign=Learning%20Posts&utm_content=228472156&utm_medium=social&utm_source=twitter&hss_channel=tw-1357730263481122817
[1] https://opendatascience.com/ai-powered-algorithms-are-helping-manage-washington-d-c/?utm_campaign=Learning%20Posts&utm_content=228471728&utm_medium=social&utm_source=twitter&hss_channel=tw-831619001625276417
[1] https://medium.com/@benbenbh/ma-ds-introduction-to-pe-file-1-4c737a24c78f?source=rss------cybersecurity-5&utm_source=dlvr.it&utm_medium=twitter
[1] https://medium.com/voxel51/fiftyone-computer-vision-tips-and-tricks-nov-18-2022-719059bb848f?utm_content=229191210&utm_medium=social&utm_source=twitter&hss_channel=tw-901403524868825088

Top URLs in Tweet in G4:
[13] https://github.com/easystats/performance
[9] https://geni.us/Harvard-Course-CS50
[8] https://geni.us/Stats-Dummies
[6] https://geni.us/Linux-Commands
[6] https://geni.us/Diff-equations
[5] https://geni.us/Sheets-Developer
[5] https://geni.us/DataModeling-PowerBI
[5] https://geni.us/Git-DSci
[5] https://www.amazon.com/dp/1544333862?tag=zippylab-20&linkCode=osi&th=1&psc=1
[4] https://geni.us/Full-Stack-Developer

Top URLs in Tweet in G5:
[5] https://www.techrepublic.com/article/how-to-become-a-machine-learning-engineer-a-cheat-sheet/
[5] https://www.kdnuggets.com/2022/11/10-amazing-machine-learning-visualizations-know-2023.html?utm_source=rss&utm_medium=rss&utm_campaign=10-amazing-machine-learning-visualizations-you-should-know-in-2023
[4] https://www.datasciencecentral.com/how-to-explore-historical-data-patterns-with-machine-learning/
[4] https://www.datasciencecentral.com/profiles/blogs/if-companies-choose-their-favourite-deep-learning-techniques-what
[4] https://www.datasciencecentral.com/leveraging-agile-to-create-economies-of-learning-mindset-part-2/
[4] https://www.datasciencecentral.com/profiles/blogs/iot-for-supply-chain-management-how-to-use-iot-for-enhanced
[4] https://www.wolframcloud.com/obj/outreach/SocialLinkTracking/11232022-MPDSTwitter
[4] https://aws.amazon.com/blogs/machine-learning/your-guide-to-ai-ml-at-aws-reinvent-2022/
[3] https://www.amazon.com/Data-Analysis-Machine-Learning-Kaggle/dp/1801817472?&_encoding=UTF8&tag=kirkdborne-20&linkCode=ur2&linkId=d0dfd130eb1a6f0412e2cc29e9cd637c&camp=1789&creative=9325
[3] https://www.mltut.com/best-free-sql-courses/

Top URLs in Tweet in G7:
[13] https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fchannel%2FUC7gRh1Vpj2XXi_KGYHbhOxQ%2Fplaylists%3Fcbrd%3D1&gl=PT&m=0&pc=yt&hl=pt-PT&src=1
[5] http://datascience.codata.org/articles/10.5334/dsj-2022-018/
[4] https://www.kdnuggets.com/2020/06/math-data-science.html
[3] https://community.data.4tu.nl/2022/10/13/fair-data-in-science-and-engineering/
[2] https://twitter.com/AlexFleischer1/status/1354727962554327042?s=20&t=KV_fviHPZVbm_fLi31URqw
[2] https://twitter.com/AlexFleischer1/status/1592435474366312448
[2] https://issuu.com/bluejobpool42/docs/buy_google_reviews
[2] https://issuu.com/bluejobpool42/docs/buy_facebook_accounts
[2] https://www.kdnuggets.com/2022/10/data-trust-data-centric-ai.html?utm_source=rss&utm_medium=rss&utm_campaign=in-data-we-trust-data-centric-ai
[2] https://ai-jobs.net/job/33542-machine-learning-engineer-catalog-knowledge-graph-staffsenior/

Top URLs in Tweet in G8:
[7] https://journals.asm.org/doi/epub/10.1128/spectrum.01195-22?cookieSet=1
[5] https://finnstats.com/index.php/2021/07/28/how-to-measure-heteroscedasticity-in-regression/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[5] https://datasciencetut.com/how-to-do-pairwise-comparisons-in-r/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://statisticsglobe.com/loop-through-list-in-r
[3] https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fc%2FPyLadiesBerlin%3Fcbrd%3D1&gl=PT&m=0&pc=yt&hl=pt-PT&src=1
[3] https://twitter.com/pyladiesber/status/1595477861242404864
[3] https://finnstats.com/index.php/2021/12/11/random-number-generator-in-r/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://finnstats.com/index.php/2022/11/23/replace-first-non-missing-value-in-r/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://www.youtube.com/watch?v=iI08CLLwU7Y&feature=youtu.be

[3] https://twitter.com/CUHealthAI/status/1588205851214376960

Top URLs in Tweet in G9:
[7] https://pypi.org/project/lazypredict/
[6] https://mailchi.mp/harvard/datascience-5557230
[6] https://www.youtube.com/watch?v=vwjppCxUtfg&feature=youtu.be

[4] https://datascience.harvard.edu/event/causal-seminar-elizabeth-ogburn-johns-hopkins-university
[2] https://www.acentech.com/project/harvard-university-sec/
[2] https://towardsdatascience.com/the-ultimate-reference-for-clean-pandas-code-413df676e63c?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[2] https://towardsdatascience.com/statistics-bootcamp-7-balancing-type-i-and-ii-errors-848a699a65a8?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[2] https://tesseract.academy/event-recording-blockchain-for-decision-makers-and-non-techies/
[2] https://www.sciencedirect.com/science/article/pii/S2589750022000632
[2] https://www.jabil.com/blog/data-science-the-lifeblood-of-the-digital-economy.html?utm_content=buffer91cb1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G10:
[31] https://www.business-science.io/code-tools/2022/09/23/explore-simplified-exploratory-data-analysis-eda-in-r.html?utm_content=buffer11664&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.youtube.com/watch?v=CIZ0-O6egFw&feature=youtu.be

[1] https://finnstats.com/index.php/2021/07/28/how-to-measure-heteroscedasticity-in-regression/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost

Top Domains
Top Domains in Tweet in Entire Graph:
[158] geni.us
[122] google.com
[84] clickbank.net
[82] amazon.com
[81] twitter.com
[81] youtube.com
[77] datasciencecentral.com
[69] medium.com
[64] forbes.com
[59] mltut.com

Top Domains in Tweet in G1:
[81] clickbank.net
[78] google.com
[56] forbes.com
[46] geni.us
[40] medium.com
[40] usglobalshop.com
[32] amazon.com
[21] datasciencecentral.com
[18] linkedin.com
[18] twitter.com

Top Domains in Tweet in G2:
[30] mltut.com
[5] forbes.com
[5] usglobalshop.com
[3] theguardian.com
[3] geni.us
[3] computerweekly.com
[3] eetasia.com
[2] spiceworks.com
[2] nature.com
[2] weforum.org

Top Domains in Tweet in G3:
[11] twitter.com
[7] embeddedhouse.com
[6] medium.com
[5] google.com
[5] appcast.io
[4] youtube.com
[3] opendatascience.com
[2] techontheedge.com
[2] geodunes-marine.fr
[2] substack.com

Top Domains in Tweet in G4:
[98] geni.us
[17] github.com
[16] amazon.com
[14] amazon.es
[6] t.me
[4] kdnuggets.com
[3] issuu.com
[3] youtube.com
[3] datasciencecentral.com
[2] techrepublic.com

Top Domains in Tweet in G5:
[50] datasciencecentral.com
[28] amazon.com
[16] iotworldtoday.com
[12] medium.com
[10] towardsdatascience.com
[9] kdnuggets.com
[6] youtube.com
[5] mltut.com
[5] techrepublic.com
[5] geni.us

Top Domains in Tweet in G7:
[22] ai-jobs.net
[17] kdnuggets.com
[13] youtube.com
[7] codata.org
[5] google.com
[4] twitter.com
[4] issuu.com
[3] 4tu.nl
[2] datasciencedojo.com
[2] faveeo.com

Top Domains in Tweet in G8:
[11] finnstats.com
[8] asm.org
[6] youtube.com
[6] twitter.com
[5] datasciencetut.com
[3] statisticsglobe.com
[2] r-bloggers.com
[2] omicslogic.com

Top Domains in Tweet in G9:
[7] pypi.org
[7] towardsdatascience.com
[6] mailchi.mp
[6] youtube.com
[4] harvard.edu
[4] twitter.com
[2] acentech.com
[2] tesseract.academy
[2] venturebeat.com
[2] sciencedirect.com

Top Domains in Tweet in G10:
[31] business-science.io
[5] youtube.com
[1] finnstats.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2984] datascience
[1686] ai
[1528] bigdata
[1523] python
[1471] machinelearning
[1389] 100daysofcode
[1171] programming
[1126] iot
[1105] coding
[1096] javascript



Top Hashtags in Tweet in G1:
[1407] datascience
[1085] ai
[1046] python
[978] bigdata
[968] 100daysofcode
[854] machinelearning
[798] programming
[785] javascript
[753] coding
[721] iot

Top Hashtags in Tweet in G2:
[95] datascience
[70] ai
[67] 100daysofcode
[65] python
[55] coding
[53] machinelearning
[52] bigdata
[46] programming
[41] analytics
[38] datascientist

Top Hashtags in Tweet in G3:
[139] datascience
[46] ai
[36] machinelearning
[21] python
[19] bigdata
[18] artificialintelligence
[16] ml
[15] data
[11] dataanalytics
[10] deeplearning

Top Hashtags in Tweet in G4:
[218] datascience
[187] bigdata
[184] rstats
[180] analytics
[175] python
[174] 100daysofcode
[172] iot
[172] programming
[170] javascript
[170] datascientist

Top Hashtags in Tweet in G5:
[208] datascience
[119] machinelearning
[113] bigdata
[105] ai
[71] iot
[57] iiot
[48] analytics
[44] iotpl
[34] python
[32] ds

Top Hashtags in Tweet in G6:
[216] youtube
[216] channels
[216] ratingology
[216] mediastats
[216] ratingskabaap
[216] datascience
[127] englishmedia
[89] hindimedia
[89] aajtak
[89] zeenews

Top Hashtags in Tweet in G7:
[91] datascience
[63] ai
[55] machinelearning
[33] bigdata
[26] python
[23] analytics
[23] deeplearning
[20] sql
[19] datajobs
[19] jobsearch

Top Hashtags in Tweet in G8:
[66] datascience
[34] rstats
[19] statistics
[18] bioinformatics
[13] rstudio
[13] openscience
[9] ai
[9] programming
[8] iot
[8] snrtg

Top Hashtags in Tweet in G9:
[91] datascience
[48] machinelearning
[44] ai
[34] python
[32] bigdata
[32] 100daysofcode
[28] artificialintelligence
[22] coding
[20] data
[20] programming

Top Hashtags in Tweet in G10:
[37] rstats
[36] datascience
[31] eda
[5] analytics
[1] statistics

Top Words
Top Words in Tweet in Entire Graph:
[3421] #datascience
[1933] #ai
[1786] #python
[1753] #bigdata
[1702] #machinelearning
[1621] #100daysofcode
[1312] #iot
[1301] #programming
[1295] #javascript
[1268] #coding

Top Words in Tweet in G1:
[1652] #datascience
[1218] #python
[1216] #ai
[1119] #100daysofcode
[1099] #bigdata
[981] #machinelearning
[911] #javascript
[898] #programming
[884] #coding
[831] #iot

Top Words in Tweet in G2:
[133] #datascience
[120] #ai
[90] #python
[90] #100daysofcode
[83] #machinelearning
[81] #bigdata
[67] #analytics
[60] #javascript
[58] #iot
[57] #coding

Top Words in Tweet in G3:
[139] #datascience
[46] #ai
[42] data
[36] #machinelearning
[21] #python
[20] de
[19] #bigdata
[18] #artificialintelligence
[16] #ml
[15] #data

Top Words in Tweet in G4:
[235] #datascience
[195] #bigdata
[190] #rstats
[186] #100daysofcode
[185] #python
[184] #machinelearning
[183] #iot
[182] #datascientist
[182] #analytics
[180] #javascript

Top Words in Tweet in G5:
[243] #datascience
[147] #machinelearning
[144] #bigdata
[131] #ai
[84] #iot
[73] #iiot
[62] #analytics
[61] learning
[54] #iotpl
[53] machine

Top Words in Tweet in G6:
[216] #youtube
[216] november
[216] #ratingology
[216] #datascience
[216] #ratingskabaap
[216] #mediastats
[216] 2022
[216] #channels
[188] 23
[127] #englishmedia

Top Words in Tweet in G7:
[107] #datascience
[68] #ai
[62] #machinelearning
[58] data
[41] #bigdata
[31] #python
[28] #deeplearning
[27] #analytics
[26] oracle
[23] science

Top Words in Tweet in G8:
[77] #datascience
[42] #rstats
[23] #statistics
[19] #rstudio
[18] #bioinformatics
[13] #programming
[13] #openscience
[11] youtube
[11] #ai
[10] heteroscedasticity

Top Words in Tweet in G9:
[97] #datascience
[52] #machinelearning
[46] #ai
[36] #python
[35] #bigdata
[34] #100daysofcode
[29] #artificialintelligence
[24] #coding
[22] #tensorflow
[22] #data

Top Words in Tweet in G10:
[37] #datascience
[37] #rstats
[36] data
[31] process
[31] article
[31] challenge
[31] #eda
[31] step
[31] tutorial
[31] short

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[858] #bigdata,#analytics
[748] #coding,#100daysofcode
[695] #programming,#coding
[664] #javascript,#reactjs
[635] #ai,#machinelearning
[603] #datascience,#ai
[579] #analytics,#datascience
[553] #serverless,#datascientist
[544] #datascientist,#linux
[538] #iot,#iiot

Top Word Pairs in Tweet in G1:
[547] #bigdata,#analytics
[457] #coding,#100daysofcode
[418] #programming,#coding
[387] #javascript,#reactjs
[373] #ai,#machinelearning
[351] #analytics,#datascience
[350] #datascience,#ai
[341] #serverless,#datascientist
[333] #datascientist,#linux
[314] #rstats,#tensorflow

Top Word Pairs in Tweet in G2:
[57] #bigdata,#analytics
[37] #iot,#iiot
[35] #javascript,#reactjs
[34] #programming,#coding
[32] #datascience,#ai
[32] #coding,#100daysofcode
[32] #ai,#machinelearning
[30] #analytics,#datascience
[29] #machinelearning,#iot
[26] #tensorflow,#javascript

Top Word Pairs in Tweet in G3:
[15] data,science
[11] #datascience,#machinelearning
[11] #ai,#machinelearning
[11] #datascience,#ai
[10] #machinelearning,#datascience
[7] #data,#datascience
[6] #innovation,#science
[6] #machinelearning,#deeplearning
[5] #technology,#blockchain
[5] #tech,#technology

Top Word Pairs in Tweet in G4:
[167] #bigdata,#analytics
[166] #coding,#100daysofcode
[165] #programming,#coding
[164] #javascript,#reactjs
[163] #rstats,#tensorflow
[160] #serverless,#datascientist
[160] #datascientist,#linux
[156] #python,#rstats
[156] #cloudcomputing,#serverless
[135] #iot,#iiot

Top Word Pairs in Tweet in G5:
[79] #bigdata,#datascience
[49] #ai,#machinelearning
[47] machine,learning
[45] #datascience,#ai
[41] #iot,#iiot
[34] #datascience,#machinelearning
[33] #datascience,#ds
[30] #machinelearning,#edgecomputing
[27] #iiot,#iotpl
[27] richardeudes,#datascience

Top Word Pairs in Tweet in G6:
[216] november,2022
[216] 2022,#ratingology
[216] #ratingskabaap,#datascience
[216] #mediastats,#ratingskabaap
[216] #ratingology,#mediastats
[188] 23,november
[127] newsx,mirrornow
[127] #datascience,cnnnews18
[127] timesnow,republic
[127] #youtube,#englishmedia

Top Word Pairs in Tweet in G7:
[36] #ai,#machinelearning
[23] data,science
[23] #datascience,#ai
[22] #machinelearning,#datajobs
[22] #jobsearch,#mljobs
[22] #bigdata,#datascience
[22] #datascience,#aijobs
[22] #aijobs,#hiringnow
[22] #datajobs,#jobsearch
[22] #mljobs,#bigdata

Top Word Pairs in Tweet in G8:
[15] #statistics,#datascience
[13] #bioinformatics,#datascience
[12] #rstats,#statistics
[8] dx,saving
[8] future,rapid
[8] neonatal,icu
[8] pathogen,identification
[8] #iot,#openscience
[8] identification,genomic
[8] #genomics,#immunology

Top Word Pairs in Tweet in G9:
[21] #coding,#100daysofcode
[21] #datascience,#python
[15] #machinelearning,#tensorflow
[14] logo,design
[14] #fintech,#bigdata
[14] #100daysofcode,#fintech
[14] #robotics,#automation
[14] #automation,#technology
[14] #technology,#robotsystems
[14] #ai,#robots

Top Word Pairs in Tweet in G10:
[36] #rstats,#datascience
[31] exploratory,data
[31] analysis,challenge
[31] beginners,short
[31] challenge,beginners
[31] article,#rstats
[31] uncovers,step
[31] process,article
[31] tutorial,uncovers
[31] short,tutorial

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@cnnnews18
@wionews
@timesnow
@republic
@ndtv
@newsx
@mirrornow
@newsnationtv
@news24tvchannel
@nicochan33

Top Mentioned in G1:
@nicochan33
@sallyeaves
@haroldsinnott
@programmerjoke9
@trippbraden
@paula_piccard
@datasciencedojo
@ingliguori
@jblefevre60
@deeplearn007

Top Mentioned in G2:
@ronald_vanloon
@beingovee
@pbalakrishnarao
@forbes
@yvesmulkers
@khulood_almani
@betamoroney
@tamaramccleary
@kuriharan
@mvollmer1

Top Mentioned in G3:
@essay_help21
@syntaxtechs
@rschwriters

Top Mentioned in G4:
@kdnuggets
@programmerjoke9
@gp_pulipaka

Top Mentioned in G5:
@richardeudes
@datasciencectrl
@schmarzo
@conste11ation
@obiuserp
@mnwsupplychain
@awscloud
@kaggle
@tng_konrad
@lucamassaron

Top Mentioned in G6:
@cnnnews18
@wionews
@timesnow
@republic
@ndtv
@newsx
@mirrornow
@newsnationtv
@news24tvchannel

Top Mentioned in G7:
@dhinchcliffe
@kdnuggets
@ginacostagomes
@peter007piotr
@ibm
@informs
@euroonline_news
@mathsnews
@alcibiadesvazak
@kafechew

Top Mentioned in G8:
@youtube
@crc_mathstats
@researcheff
@omicslogic_ngr
@logicomics
@mohitmazumder
@sparshdhar23
@sonalikaray
@pyladiesber
@neuripsconf

Top Mentioned in G9:
@johnshopkinssph
@antgrasso
@sgh_rts
@blazedrts
@acentechtweet
@flagshippioneer
@harvard
@c__constantine
@harvardhbs
@hseas

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@codedailybot
@sgh_rts
@cybersecurityn8
@wwwanpaus
@blazedrts
@realdrcollision
@vonrosenchild
@evankirstel
@o_fabriciosouza

Top Tweeters in G1:
@sectest9
@codedailybot
@cybersecurityn8
@vonrosenchild
@o_fabriciosouza
@godfrey_g_
@serverlessfan
@thepixeldevs
@bitrichinfo
@nicochan33

Top Tweeters in G2:
@evankirstel
@guardian
@calcaware
@machinelearnflx
@fullnam35087976
@forbes
@lollydaskal
@timothy_hughes
@kuriharan
@meghanmbiro

Top Tweeters in G3:
@techjunkiejh
@drdatascientist
@databloggerinfo
@realcolinmac
@intheskydc
@isecurity
@strategy_gal
@uthemesdesign
@bigrampoetry
@ds_analytics

Top Tweeters in G4:
@datascience__
@flutterbyamey
@devhighlights
@gp_pulipaka
@deepsingularity
@jeremybear123
@mac_kill_i_can
@raymondwsa460
@tomi_jazz
@juanklopera

Top Tweeters in G5:
@gmizrachi
@ml_tweet_bot
@greentechdon
@junub_bot
@myitmedia
@kirkdborne
@erkanguntore
@avrohomg
@davidpo70185185
@bigdata_fr

Top Tweeters in G6:
@ndtv
@cnnnews18
@timesnow
@republic
@news24tvchannel
@newsnationtv
@newsx
@wionews
@mirrornow
@pihusfc01

Top Tweeters in G7:
@dataaugmented
@education_24x7
@rwang0
@fabriziobustama
@balamsinhue
@rautsan
@realrubberduck1
@iamchuckrussell
@andi_staub
@kdnuggets

Top Tweeters in G8:
@rstatstweet
@neilyoungsaveus
@jobsviatweet
@snrtg
@ucloudifyai
@compchembiobot
@openscitalk
@rstats4ds
@rstats_tweets
@binfotrends

Top Tweeters in G9:
@sgh_rts
@wwwanpaus
@blazedrts
@realdrcollision
@_jakashi
@mk_cycle
@productbot6
@harvard
@antgrasso
@drmattcrowson

Top Tweeters in G10:
@bbbcccnnn
@carlosidrovoc
@doctorozono
@javier_carrerah
@mdancho84
@greenprotein84
@mrb81669507
@chukbak
@abu_aisha14
@jeljelgum


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