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#DataScience Twitter NodeXL SNA Map and Report for Friday, 12 November 2021 at 17:15 UTC (experimental version)
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From:
SMRFoundation
Uploaded on:
November 12, 2021
Short Description:
#DataScience via NodeXL https://bit.ly/3DbohdL
@fabriciosx
@ipythonistabot
@kirkdborne
@codewithtwitchi
@gp_pulipaka
@chidambara09
@hubofml
@ronald_vanloon
@nvsdata
@100daysof2020

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

Description:
Description
The graph represents a network of 3,333 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 18,000 tweets. The network was obtained from Twitter on Friday, 12 November 2021 at 19:33 UTC.

The tweets in the network were tweeted over the 18-hour, 59-minute period from Thursday, 11 November 2021 at 22:22 UTC to Friday, 12 November 2021 at 17:22 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 : 3333
Unique Edges : 11109
Edges With Duplicates : 20076
Total Edges : 31185
Number of Edge Types : 5
Retweet : 15475
Tweet : 2878
MentionsInRetweet : 10573
Replies to : 104
Mentions : 2155
Self-Loops : 3329
Reciprocated Vertex Pair Ratio : 0.0158414434893798
Reciprocated Edge Ratio : 0.0311888111888112
Connected Components : 295
Single-Vertex Connected Components : 139
Maximum Vertices in a Connected Component : 2709
Maximum Edges in a Connected Component : 30372
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.576023
Graph Density : 0.00128764377037944
Modularity : 0.295339
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,333 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 18,000 tweets. The network was obtained from Twitter on Friday, 12 November 2021 at 19:33 UTC.

The tweets in the network were tweeted over the 18-hour, 59-minute period from Thursday, 11 November 2021 at 22:22 UTC to Friday, 12 November 2021 at 17:22 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:
[777] https://jobpreference.com/
[315] https://wmktech.com/blog/want-to-become-a-perfect-coder-try-top-programming-projects-bf6p-1636704365
[315] https://play.google.com/store/apps/details?id=com.tikinc.videodownloader.fastdownloader.freedownloader
[234] https://play.google.com/store/apps/details?id=com.bestvideodownloader.mp4videodownloader
[187] https://play.google.com/store/apps/details?id=com.tpt.datarecovry.phonememory
[145] https://thejavasea.com/pages/account-upgrade/
[137] https://wmktech.com/blog/tiktok-spoke-about-new-business-solutions-at-the-tiktok-summit-awards-business-forum-0efl-1636733392
[131] https://play.google.com/store/apps/details?id=com.suddenly.datafilerecovery.datarecovery&utm_campaign=data.recover.r
[108] https://wmktech.com/blog/business-software-your-business-needs-and-your-money-mggv-1636732049
[105] https://wmktech.com/blog/how-automated-testing-is-used-in-game-development-wuuy-1636733672

Top URLs in Tweet in G1:
[627] https://jobpreference.com/
[304] https://wmktech.com/blog/want-to-become-a-perfect-coder-try-top-programming-projects-bf6p-1636704365
[276] https://play.google.com/store/apps/details?id=com.tikinc.videodownloader.fastdownloader.freedownloader
[226] https://play.google.com/store/apps/details?id=com.bestvideodownloader.mp4videodownloader
[172] https://play.google.com/store/apps/details?id=com.tpt.datarecovry.phonememory
[143] https://thejavasea.com/pages/account-upgrade/
[133] https://wmktech.com/blog/tiktok-spoke-about-new-business-solutions-at-the-tiktok-summit-awards-business-forum-0efl-1636733392
[127] https://play.google.com/store/apps/details?id=com.suddenly.datafilerecovery.datarecovery&utm_campaign=data.recover.r
[104] https://wmktech.com/blog/business-software-your-business-needs-and-your-money-mggv-1636732049
[103] https://wmktech.com/blog/how-automated-testing-is-used-in-game-development-wuuy-1636733672

Top URLs in Tweet in G2:
[119] https://jobpreference.com/
[30] https://www.cpomagazine.com/cyber-security/the-promise-and-challenges-of-ai-and-machine-learning-for-cybersecurity/
[24] https://searchbusinessanalytics.techtarget.com/opinion/Successful-digital-transformation-strategies-start-with-data
[23] https://oilgains.medium.com/why-machine-learning-is-not-artificial-intelligence-61b174a3c9a2
[19] https://www.v7labs.com/blog/neural-networks-activation-functions
[19] https://informaconnect.com/the-psychological-and-cultural-impact-of-artificial-intelligence/
[16] https://www.quantamagazine.org/computer-scientists-discover-limits-of-major-research-algorithm-20210817/
[15] https://www.datanami.com/2021/11/11/is-quantum-computing-the-future-of-ai/?utm_sq=gwbwqfsclx
[15] https://www.forbes.com/sites/robtoews/2021/02/15/artificial-intelligence-and-the-end-of-work/?sh=68e47b9556e3
[14] https://www.datarobot.com/blog/top-10-features-to-look-for-in-automated-machine-learning/

Top URLs in Tweet in G3:
[18] https://jobpreference.com/
[15] https://www.marianamontes.me/post/academic-writing-in-r-markdown-ii/
[15] https://play.google.com/store/apps/details?id=com.tikinc.videodownloader.fastdownloader.freedownloader
[11] https://www.causact.com/
[11] https://www.meetup.com/RStudio-Enterprise-Community-Meetup/events/281544607/
[11] https://www.danieldsjoberg.com/rstudio.prefs/reference/index.html
[9] https://www.datacamp.com/courses/python-data-science-toolbox-part-1?irclickid=&irgwc=1
[9] https://play.google.com/store/apps/details?id=com.tpt.datarecovry.phonememory
[8] https://bestgamingpro.com/googles-self-learning-medical-imaging-algorithm-changes-the-game/
[8] http://jjchen.io/gglorenz/reference/stat_lorenz.html

Top URLs in Tweet in G4:
[41] https://www.datasciencecentral.com/profiles/blogs/free-2-900-page-book-about-pandas
[36] https://towardsdatascience.com/9-distance-measures-in-data-science-918109d069fa
[25] https://link.springer.com/book/10.1007/978-3-540-33037-0
[19] https://www.mltut.com/free-online-courses-for-data-science/
[15] https://bookauthority.org/books/best-selling-reinforcement-learning-books
[15] https://www.datasciencecentral.com/profiles/blogs/new-book-foundations-of-data-science-from-microsoft-research-lab
[14] http://pages.cs.wisc.edu/~tdw/files/cookbook-en.pdf
[14] https://www.datasciencecentral.com/profiles/blogs/free-book-a-comprehensive-guide-to-machine-learning-berkeley
[11] https://medium.com/geekculture/quant-reading-list-cd75109d55ca
[9] https://veekaybee.github.io/2020/06/09/ml-in-prod/

Top URLs in Tweet in G5:
[4] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[3] https://stat.world/biportal/?lang=en
[3] https://bryanwhiting.github.io/dsnews/
[3] https://makotokyougoku.blogspot.com
[2] https://mailchi.mp/datascienceweekly/data-science-weekly-issue-928309
[2] https://www.fico.com/blogs/fighting-bias-how-interpretable-latent-features-remove-bias-neural-networks
[2] https://www.chi2innovations.com/blog/discover-stats-blog-series/9-amazing-data-scientists-to-follow-on-twitter/
[2] https://soundcloud.com/musicbyjonathon/july-fourth-instrumental?utm_source=Twitter&utm_campaign=social_sharing&utm_medium=widget&utm_content=https%3A//soundcloud.com/musicbyjonathon/july-fourth-instrumental
[2] https://mediaresearchinstitute.wordpress.com/forschung-einb
[2] https://analyticsindiamag.com/council-post-ai-is-not-just-data-sciences/https:/analyticsindiamag.com/council-post-ai-is-not-just-data-sciences/

Top URLs in Tweet in G6:
[13] https://play.google.com/store/apps/details?id=com.tpt.restoremedia.unseen.savestatus
[11] https://play.google.com/store/apps/details?id=com.tikinc.videodownloader.fastdownloader.freedownloader
[10] https://www.networkworld.com/article/3637965/how-to-choose-an-edge-gateway.html
[9] https://www.infoworld.com/article/3639835/what-does-the-chip-shortage-mean-for-cloud-computing.html?utm_source=Adestra&utm_medium=email&utm_content=Title:%20What%20does%20the%20chip%20shortage%20mean%20for%20cloud%20computing%3F&utm_campaign=InfoWorld%20US%20%20All%20Things%20Cloud&utm_term=Infoworld%20US%20Editorial%20Newsletters&utm_date=20211110171424&huid=2980e1c4-2192-43ed-9e61-a67c0ec66074
[8] https://forms.gle/dzCzu8AfaFvSra6X9
[7] https://neurosciencenews.com/epilepsy-asd-19618/
[6] https://quantsrc.com/f/linear-algebra-review-and-reference?utm_source=instagram&utm_medium=instagram
[6] https://transformation-blog.de/2021/02/01/objective-key-results-okrs-meine-swot-analyse/
[5] https://neurosciencenews.com/baby-teeth-mental-health-19625/
[5] https://www.nytimes.com/2021/11/12/nyregion/aoc-infrastructure-bill-vote.html

Top URLs in Tweet in G7:
[42] https://www.packtpub.com/product/getting-started-with-streamlit-for-data-science/9781800565500
[12] https://discuss.streamlit.io/t/version-1-2-0/19042
[2] https://blog.streamlit.io/forecasting-with-streamlit-prophet/
[2] https://share.streamlit.io/maximelutel/streamlit_prophet/main/streamlit_prophet/app/dashboard.py
[1] https://www.geeksforgeeks.org/top-7-data-science-certifications-that-you-can-consider/amp/
[1] https://www.kdnuggets.com/2021/09/data-science-process-lifecycle.html
[1] https://share.streamlit.io/rdzudzar/distributionanalyser/main/main.py

Top URLs in Tweet in G8:
[3] https://towardsdatascience.com/deepnote-a-collaborative-framework-for-your-python-notebooks-99390a6766e9?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.analyticsinsight.net/check-out-the-top-10-data-science-ideas-for-ai-startups-in-2022/
[2] https://veracitiz.com/about
[2] https://medium.com/towards-artificial-intelligence/newsletters/towards-ai-newsletter
[2] https://towardsdatascience.com/how-to-debug-flask-applications-in-vs-code-c65c9bdbef21?utm_source=dlvr.it&utm_medium=twitter
[2] https://towardsdatascience.com/what-we-can-learn-from-zillow-on-basing-a-business-around-machine-learning-646ee5daf7e0?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[2] https://arxiv.org/abs/2110.00720
[2] https://www.youtube.com/watch?v=X3l1zky4eQA&utm_source=twitter&utm_medium=social&utm_campaign=CDW21

[2] https://www.linkedin.com/slink?code=eAVMp3N2
[2] https://remoteok.com/jobs/107169-remote-data-scientist-natural-language-processing-pngme

Top URLs in Tweet in G9:
[18] https://github.com/parrt/msds621
[11] https://medium.com/m/global-identity?redirectUrl=https://towardsdatascience.com/markov-models-and-markov-chains-explained-in-real-life-probabilistic-workout-routine-65e47b5c9a73
[3] https://towardsdatascience.com/how-to-easily-draw-neural-network-architecture-diagrams-a6b6138ed875
[3] https://www.mihaileric.com/posts/setting-up-a-machine-learning-project/
[2] https://wandb.ai/sauravmaheshkar/Decision-Tree/reports/Decision-Trees-A-Guide-with-Examples--VmlldzoxMDE5Nzkw
[2] https://towardsdatascience.com/integration-of-discontinuous-functions-and-eulers-constant-44b4c61380d7
[1] https://towardsdatascience.com/9-distance-measures-in-data-science-918109d069fa
[1] https://www.datanami.com/2021/11/11/is-quantum-computing-the-future-of-ai/?utm_sq=gwbwqfsclx
[1] https://towardsdatascience.com/which-of-your-features-are-overfitting-c46d0762e769
[1] https://zpy.io/ca/3f27d48a

Top URLs in Tweet in G10:
[10] https://vimeo.com/642041333
[8] https://datascience.codata.org/articles/10.5334/dsj-2021-034/
[1] https://www.episcopalnewsservice.org/2021/09/09/hospital-chaplain-develops-system-that-helps-loved-ones-speak-for-patients-who-cant/

Top Domains
Top Domains in Tweet in Entire Graph:
[1169] thejavasea.com
[1129] wmktech.com
[1006] google.com
[874] medium.com
[784] jobpreference.com
[687] socxo.net
[579] twitter.com
[352] towardsdatascience.com
[304] blogspot.com
[290] youtube.com

Top Domains in Tweet in G1:
[1126] thejavasea.com
[1089] wmktech.com
[903] google.com
[643] socxo.net
[634] jobpreference.com
[371] twitter.com
[326] medium.com
[257] blogspot.com
[251] udemycoupons.me
[182] youtube.com

Top Domains in Tweet in G2:
[181] medium.com
[119] jobpreference.com
[86] zpy.io
[60] bah.com
[52] venturebeat.com
[46] forbes.com
[45] towardsdatascience.com
[42] youtube.com
[38] twitter.com
[38] datasciencecentral.com

Top Domains in Tweet in G3:
[256] medium.com
[73] twitter.com
[56] towardsdatascience.com
[30] google.com
[27] r-bloggers.com
[24] finnstats.com
[18] jobpreference.com
[15] github.com
[15] marianamontes.me
[15] wmktech.com

Top Domains in Tweet in G4:
[159] datasciencecentral.com
[54] towardsdatascience.com
[49] amazon.com
[47] medium.com
[25] springer.com
[19] mltut.com
[15] bookauthority.org
[14] wisc.edu
[14] linkedin.com
[13] github.io

Top Domains in Tweet in G5:
[15] neurons.ai
[7] medium.com
[6] youtube.com
[6] wordpress.com
[5] twitter.com
[4] linkedin.com
[3] stat.world
[3] github.io
[3] mailchi.mp
[3] datasciencecentral.com

Top Domains in Tweet in G6:
[48] trib.al
[47] zpy.io
[37] co.uk
[30] google.com
[26] phys.org
[16] neurosciencenews.com
[14] bloomberg.com
[14] twitter.com
[10] medium.com
[10] networkworld.com

Top Domains in Tweet in G7:
[42] packtpub.com
[17] streamlit.io
[1] geeksforgeeks.org
[1] kdnuggets.com

Top Domains in Tweet in G8:
[14] medium.com
[7] towardsdatascience.com
[6] t.co
[4] datasciencecentral.com
[3] datahacker.rs
[3] youtube.com
[2] analyticsinsight.net
[2] veracitiz.com
[2] arxiv.org
[2] linkedin.com

Top Domains in Tweet in G9:
[18] github.com
[11] medium.com
[7] towardsdatascience.com
[3] mihaileric.com
[2] wandb.ai
[1] datanami.com
[1] zpy.io
[1] datasciencecentral.com

Top Domains in Tweet in G10:
[10] vimeo.com
[8] codata.org
[1] episcopalnewsservice.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16008] datascience
[10591] python
[10202] machinelearning
[9498] ai
[8952] 100daysofcode
[7709] bigdata
[6401] javascript
[5662] programming
[4519] iot
[4363] analytics



Top Hashtags in Tweet in G1:
[9797] datascience
[8512] python
[7380] 100daysofcode
[7196] machinelearning
[6516] ai
[5418] javascript
[5327] bigdata
[4637] programming
[3450] serverless
[3402] iot

Top Hashtags in Tweet in G2:
[2391] datascience
[1927] ai
[1733] machinelearning
[1266] bigdata
[1108] python
[955] 100daysofcode
[916] artificialintelligence
[672] iot
[652] analytics
[587] cybersecurity

Top Hashtags in Tweet in G3:
[1704] datascience
[719] analytics
[698] data
[641] datavisualization
[625] covid19
[622] coronavirus
[622] covid_19
[364] python
[360] machinelearning
[225] rstats

Top Hashtags in Tweet in G4:
[549] datascience
[428] bigdata
[397] machinelearning
[393] ai
[337] python
[306] analytics
[276] coding
[259] 100daysofcode
[243] iot
[235] programming

Top Hashtags in Tweet in G5:
[189] datascience
[44] ai
[31] machinelearning
[29] data
[22] analytics
[19] ml
[18] dataanalytics
[17] artificialintelligence
[16] bigdata
[15] intoainews

Top Hashtags in Tweet in G6:
[477] datascience
[360] bigdata
[263] usa
[262] ehealth
[259] finserv
[253] digital
[244] machinelearning
[227] tech
[210] cloud
[167] 100daysofcode

Top Hashtags in Tweet in G7:
[60] datascience
[12] python
[12] release
[2] webapp
[2] tutorial
[1] decisiontrees
[1] kdn
[1] statistics
[1] app

Top Hashtags in Tweet in G8:
[98] datascience
[84] ai
[69] machinelearning
[65] artificialintelligence
[56] deeplearning
[46] bigdata
[28] technology
[19] data
[18] programming
[18] ml

Top Hashtags in Tweet in G9:
[50] ai
[40] datascience
[37] machinelearning
[26] deeplearning
[15] 100daysofcode
[14] python
[12] bigdata
[11] tensorflow
[11] coding
[10] javascript

Top Hashtags in Tweet in G10:
[18] fairdata
[18] openscience
[18] datascience
[10] scidatacon
[10] researchdata
[10] india
[10] stip2021
[8] codata
[8] opendata
[8] datasciencej

Top Words
Top Words in Tweet in Entire Graph:
[19542] #datascience
[13572] #python
[12308] #100daysofcode
[11943] #machinelearning
[11471] #ai
[9336] #bigdata
[9239] #javascript
[7314] #programming
[6764] #iot
[5999] #coding

Top Words in Tweet in G1:
[12397] #datascience
[10967] #python
[10046] #100daysofcode
[8317] #machinelearning
[7940] #ai
[7708] #javascript
[6397] #bigdata
[6034] #programming
[5124] #iot
[4829] #cybersecurity

Top Words in Tweet in G2:
[2999] #datascience
[2281] #ai
[2158] #machinelearning
[1590] #bigdata
[1485] #python
[1340] #100daysofcode
[1268] #artificialintelligence
[1065] #iot
[844] #cybersecurity
[816] #deeplearning

Top Words in Tweet in G3:
[1820] #datascience
[1125] covid
[878] data
[732] #analytics
[706] #data
[649] 2021
[641] #datavisualization
[640] 11
[637] insights
[628] scientists

Top Words in Tweet in G4:
[616] #datascience
[505] #bigdata
[483] #ai
[472] #machinelearning
[380] #python
[326] #analytics
[297] #coding
[286] #100daysofcode
[271] #iot
[243] #programming

Top Words in Tweet in G5:
[189] #datascience
[86] data
[44] #ai
[41] science
[31] #machinelearning
[29] #data
[22] #analytics
[21] analytics
[19] more
[19] #ml

Top Words in Tweet in G6:
[520] #datascience
[436] #bigdata
[361] #100daysofcode
[323] #javascript
[315] #linux
[289] #technology
[279] #insurtech
[274] #flutter
[272] #machinelearning
[271] #womenwhocode

Top Words in Tweet in G7:
[84] dm
[60] #datascience
[45] streamlit
[44] more
[42] today
[42] giveaway
[42] day
[42] giving
[42] away
[42] copies

Top Words in Tweet in G8:
[110] #datascience
[90] #ai
[75] #machinelearning
[69] #artificialintelligence
[58] #deeplearning
[51] #bigdata
[28] #technology
[28] cc
[20] data
[20] #ml

Top Words in Tweet in G9:
[52] #ai
[52] #datascience
[50] #machinelearning
[39] #deeplearning
[29] models
[23] learning
[22] markov
[22] machine
[19] data
[18] course

Top Words in Tweet in G10:
[19] #openscience
[19] #datascience
[18] #fairdata
[10] recording
[10] virtual
[10] #scidatacon
[10] 2021
[10] session
[10] #researchdata
[10] framework

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2819] #datascience,#ai
[2562] #coding,#100daysofcode
[2556] #bigdata,#analytics
[2408] #programming,#coding
[2354] #python,#datascience
[2217] #analytics,#datascience
[2163] #javascript,#reactjs
[2133] #100daysofcode,#datascience
[2045] #iot,#iiot
[1993] #python,#rstats

Top Word Pairs in Tweet in G1:
[2169] #datascience,#ai
[2007] #100daysofcode,#datascience
[1948] #coding,#100daysofcode
[1819] #programming,#coding
[1801] #python,#serverless
[1792] #bigdata,#analytics
[1787] #python,#datascience
[1644] #javascript,#reactjs
[1611] #analytics,#datascience
[1533] #devcommunity,#python

Top Word Pairs in Tweet in G2:
[376] #bigdata,#analytics
[373] #datascience,#bigdata
[359] #ai,#machinelearning
[349] #machinelearning,#datascience
[343] #python,#datascience
[330] #datascience,#ai
[307] #bigdata,#deeplearning
[301] #coding,#100daysofcode
[295] #machinelearning,#ai
[289] #analytics,#datascience

Top Word Pairs in Tweet in G3:
[632] #datavisualization,#datascience
[629] #datascience,#analytics
[626] data,scientists
[624] 2021,11
[624] #analytics,#data
[622] updated,covid
[622] covid,insights
[622] insights,data
[622] scientists,usafacts
[622] usafacts,#datavisualization

Top Word Pairs in Tweet in G4:
[276] #bigdata,#analytics
[223] #iot,#iiot
[217] #python,#rstats
[217] #coding,#100daysofcode
[214] #programming,#coding
[205] #ai,#machinelearning
[203] #javascript,#reactjs
[203] #datascientist,#linux
[202] #serverless,#datascientist
[198] #rstats,#tensorflow

Top Word Pairs in Tweet in G5:
[37] data,science
[15] #datascience,#intoainews
[13] #datascience,#ai
[10] #machinelearning,#datascience
[9] #datascience,#machinelearning
[8] #ai,#datascience
[8] #datascience,#ml
[7] #datascience,#dataanalytics
[7] #ai,#artificialintelligence
[6] #datascience,#data

Top Word Pairs in Tweet in G6:
[264] #bigdata,#100daysofcode
[264] #100daysofcode,#javascript
[263] #datascience,#finserv
[263] #linux,#insurtech
[262] #javascript,#frenchtech
[262] #frenchtech,#flutter
[261] #insurtech,#womenwhocode
[259] #ces2022,#socialmedia
[257] #technology,#ces2022
[256] betamoroney,enilev

Top Word Pairs in Tweet in G7:
[42] today,streamlit
[42] streamlit,giveaway
[42] giveaway,day
[42] day,giving
[42] giving,away
[42] away,more
[42] more,copies
[42] copies,tylerjrichards's
[42] tylerjrichards's,ace
[42] ace,#datascience

Top Word Pairs in Tweet in G8:
[43] #datascience,#deeplearning
[34] #bigdata,#datascience
[30] #deeplearning,#machinelearning
[29] #artificialintelligence,#bigdata
[24] #ai,#artificialintelligence
[14] #datascience,#machinelearning
[14] cc,ronald_vanloon
[12] #deeplearning,#technology
[12] #technology,#artificialintelligence
[12] #ai,#datascience

Top Word Pairs in Tweet in G9:
[36] #machinelearning,#datascience
[34] #ai,#deeplearning
[34] #deeplearning,#machinelearning
[22] machine,learning
[18] course,introduces
[18] introduces,students
[18] students,key
[18] key,processes
[18] processes,models
[18] models,concepts

Top Word Pairs in Tweet in G10:
[18] #openscience,#datascience
[10] recording,virtual
[10] virtual,#scidatacon
[10] #scidatacon,2021
[10] 2021,session
[10] session,#researchdata
[10] #researchdata,#fairdata
[10] #fairdata,framework
[10] framework,context
[10] context,#india's

Top Replied-To
Top Replied-To in Entire Graph:
@ccraftsacademy
@albertexams
@hillarymutaik
@strat_ai
@aneeshnair
@matrixainetwork
@nandanlohitaksh
@mattwensing
@andi_staub
@salyntinc

Top Replied-To in G1:
@ccraftsacademy
@albertexams
@hillarymutaik
@aneeshnair
@strat_ai
@nandanlohitaksh
@salyntinc
@paula_piccard
@matrixainetwork
@bigdataconf

Top Replied-To in G2:
@hillarymutaik
@strat_ai
@sallyeaves
@ccraftsacademy
@andi_staub
@dimgiapp

Top Replied-To in G3:
@hwr_berlin

Top Replied-To in G6:
@andi_staub

Top Mentioned
Top Mentioned in Entire Graph:
@betamoroney
@enilev
@evasmartai
@ingliguori
@programmerjoke9
@mvollmer1
@olwriter50
@jblefevre60
@antgrasso
@fabriziobustama

Top Mentioned in G1:
@betamoroney
@programmerjoke9
@evasmartai
@enilev
@ingliguori
@olwriter50
@ruben_arce_s
@amiitcodes
@wajdi_kayal
@js__ai

Top Mentioned in G2:
@ingliguori
@mvollmer1
@jblefevre60
@antgrasso
@spirosmargaris
@fabriziobustama
@deeplearn007
@haroldsinnott
@enilev
@betamoroney

Top Mentioned in G3:
@richardeudes
@enilev
@betamoroney
@evasmartai
@googlecloud
@roblerobusto
@paperwritingpr
@preposterior
@thebloorgroup
@eric_kavanagh

Top Mentioned in G4:
@wesmckinn
@ronald_vanloon
@tut_ml
@ajitjaokar
@kirkdborne
@vboykis
@mlpowered
@ingliguori
@schmarzo
@kaggle

Top Mentioned in G5:
@graceyexams
@essaytutors14
@learnbay1

Top Mentioned in G6:
@betamoroney
@enilev
@evasmartai
@mvollmer1
@ingliguori
@yuhelenyu
@chidambara09
@paula_piccard
@antgrasso
@globaliqx

Top Mentioned in G7:
@streamlit
@tylerjrichards
@artefact_global

Top Mentioned in G8:
@ronald_vanloon
@towards_ai
@thenewsmodel
@visiveai
@olwriter50
@analyticsinme
@evankirstel
@alvinfoo
@palexop

Top Mentioned in G9:
@drangshu

Top Mentioned in G10:
@vivekks12
@b_sujit1965
@moumita48214112
@uspindia
@shailygandhi
@aannuuppk

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@piyuanker12
@xaelbot
@codedailybot
@cipherequality
@mckbirdbks
@edjlazar
@evankirstel

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@xaelbot
@codedailybot
@aaroncuddeback
@thedeveloperbot
@cybersecurityn8
@viralvideovlogs
@animatorspal
@ipythonistabot

Top Tweeters in G2:
@piyuanker12
@edjlazar
@evankirstel
@reneeandsharon
@artificialbra1n
@lorimoreno
@thomasclone
@morgfair
@gezgintrk
@machinelearnflx

Top Tweeters in G3:
@dataaugmented
@fabriciosx
@biconnections
@techjunkiejh
@form_bot
@rstatstweet
@zdnet
@akbarth3great
@getmazak
@ztsecure

Top Tweeters in G4:
@jimmyroybloom
@openmarketingtv
@hannaraptor
@ayirpelle
@allanmzalendo
@2bftawfik
@jdegra
@gdorn1
@techmemechatter
@mrbolton_sql

Top Tweeters in G5:
@openblender_io
@drdatascientist
@techzine
@pfrusso
@jaesatellite
@arnold_haine
@neurons_ai
@paultaylor1001
@salmancuso
@eelrekab

Top Tweeters in G6:
@chidambara09
@caring_mobile
@crgun
@designthinkbot
@datascience__
@fmfrancoise
@newsneus
@salhaj
@vice
@pakay20

Top Tweeters in G7:
@melziibaby
@paulyohann3
@akuyudanta
@rukku
@allyproudlock
@superandie
@st_ktu
@nanameshitasan
@iwatobipen
@hollymayvair

Top Tweeters in G8:
@cipherequality
@ricardo_ik_ahau
@gdprai
@intheknow
@dougbrowndba
@fox_claire
@oflynnsocial
@stevebakerhw
@datapronetwork
@cioonline

Top Tweeters in G9:
@suhnyllakler
@praveensinghv
@cyklonehateka
@99_juls
@lrbarba
@miketamir
@te_crow
@rehabiamu
@deepontso
@meankungai

Top Tweeters in G10:
@fdmhildesheim
@openscitalk
@band
@indiasts
@bricslics
@codata_india
@oaindia
@codatanews
@dataoz
@uspindia


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