%22data science%22 OR #datascience, Twitter, 3/26/2022 12:07:48 AM, 273749


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%22data science%22 OR #datascience_2022-03-25_16-25-51.xlsx
"data science" OR #datascience_2022-03-25_16-25-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 26, 2022
Short Description:
"data science" OR #datascience via NodeXL https://bit.ly/3IGfRx7
@kirkdborne
@fabriciosx
@tunguz
@gp_pulipaka
@xaelbot
@py_data_sci
@ml_tweet_bot
@ingliguori
@qazi_tanzeel
@catherineadenle

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

Description:
Description
The graph represents a network of 3,725 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 Friday, 25 March 2022 at 23:34 UTC.

The requested start date was Friday, 25 March 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 21-hour, 37-minute period from Tuesday, 22 March 2022 at 02:23 UTC to Friday, 25 March 2022 at 00:00 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 : 3725
Unique Edges : 3254
Edges With Duplicates : 14411
Total Edges : 17665
Number of Edge Types : 5
Retweet : 6018
MentionsInRetweet : 7900
Tweet : 1753
Mentions : 1799
Replies to : 195
Self-Loops : 1876
Reciprocated Vertex Pair Ratio : 0.0137246313330413
Reciprocated Edge Ratio : 0.0270776321474867
Connected Components : 550
Single-Vertex Connected Components : 214
Maximum Vertices in a Connected Component : 2343
Maximum Edges in a Connected Component : 15696
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.472257
Graph Density : 0.00050050822165673
Modularity : 0.317109
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,725 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 Friday, 25 March 2022 at 23:34 UTC.

The requested start date was Friday, 25 March 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 21-hour, 37-minute period from Tuesday, 22 March 2022 at 02:23 UTC to Friday, 25 March 2022 at 00:00 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:
[120] https://www.jobpreference.com/
[49] https://www.cambridge.org/core/product/identifier/S2632882821000187/type/journal_article
[31] http://datacamp.pxf.io/6bDoGG
[30] https://discord.com/invite/AxBQ8Qk9TH
[28] https://open.spotify.com/track/2o8kmcip6yKFcYGluRxWe5?si=FJx9wKfWRV-9ePQRcu9niw
[25] https://play.google.com/store/apps/details?id=com.uvlamp.uvlight.simulator&hl=en
[22] https://getpvaaccount.com/buy-tinder-accounts/
[18] https://github.com/Developer-Y/cs-video-courses
[17] https://t.me/gtqdtekfbkf98
[17] https://www.aicrowd.com/challenges/airborne-object-tracking-challenge/

Top URLs in Tweet in G1:
[97] https://www.jobpreference.com/
[48] https://www.cambridge.org/core/product/identifier/S2632882821000187/type/journal_article
[27] https://open.spotify.com/track/2o8kmcip6yKFcYGluRxWe5?si=FJx9wKfWRV-9ePQRcu9niw
[26] https://discord.com/invite/AxBQ8Qk9TH
[26] http://datacamp.pxf.io/6bDoGG
[25] https://play.google.com/store/apps/details?id=com.uvlamp.uvlight.simulator&hl=en
[22] https://getpvaaccount.com/buy-tinder-accounts/
[17] https://t.me/gtqdtekfbkf98
[16] https://www.aicrowd.com/challenges/airborne-object-tracking-challenge/
[14] http://wesna.fowlerng.com/?eyJhcHBfbmFtZSI6IlNsb3RzIGZvciBCaW5nbyIsImdhaWQiOiJlYmZmNWY0ZS02NWQ1LTQ4YjktYjE3MC0zNTBiNTU0ZDVlMTIiLCJwcm9kdWN0X2lkIjo4MTAsImFjdGl2ZV9jb3VudCI6Mjg1LCJ1dWlkIjoiYjU0ZmIwYTktOTdiMC00MTlhLWI3OGEtYmNjMjkxMGU4Y2UyIiwidXJsIjoiaHR0cHM6Ly9hcHAuYWRqdXN0LmNvbS92M2p2ZmllP2xhYmVsPXNhY19pcmVmJTNEdS1iNTRmYjBhOS05N2IwLTQxOWEtYjc4YS1iY2MyOTEwZThjZTImY2FtcGFpZ249bGllYmlhbl9zbmFpbF84MTBfbWludGVncmFsJmNyZWF0aXZlPWg1In0=

Top URLs in Tweet in G2:
[14] https://www.jobpreference.com/
[12] https://medium.com/mlearning-ai/augmenting-models-with-super-power-74dc7c8256a1
[10] https://www.datasciencecentral.com/
[10] https://medium.com/mlearning-ai/becoming-an-ai-artist-744787e2834e
[9] https://www.techontheedge.com/mobile
[7] https://www.bbntimes.com/technology/solving-the-biggest-problems-of-big-data
[7] https://thefinancialbrand.com/133077/the-ultimate-banking-customer-engagement-playbook-cx-trends/?smedia-twt-jm
[7] https://www.datasciencecentral.com/introduction-to-numpy-1-an-absolute-beginners-guide-to-machine/
[7] https://mlearning.substack.com/p/transform-your-words-into-ai-art?r=z7zu8&s=w&utm_campaign=post&utm_medium=web
[7] https://twinybots.ch/

Top URLs in Tweet in G3:
[13] https://github.com/Developer-Y/cs-video-courses
[12] https://towardsdatascience.com/random-forests-algorithm-explained-with-a-real-life-example-and-some-python-code-affbfa5a942c?gi=b35969585ae
[10] https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017?&linkCode=sl1&tag=kirkdborne-20&linkId=c0f74cfe7450f3bdd127681513550013&language=en_US&ref_=as_li_ss_tl
[10] https://www.bzarg.com/p/how-a-kalman-filter-works-in-pictures/
[6] https://www.reliablesoft.net/free-seo-courses/
[6] https://deepmind.com/blog/article/advancing-sports-analytics-through-ai
[5] https://venturebeat.com/2022/03/21/andrew-ng-predicts-the-next-10-years-in-ai/amp/
[5] https://probability4datascience.com/
[5] https://twinybots.ch/
[4] https://www.freecodecamp.org/news/learn-sql-free-relational-database-courses-for-beginners/

Top URLs in Tweet in G4:
[2] https://www.bzarg.com/p/how-a-kalman-filter-works-in-pictures/
[1] https://www.edx.org/course/data-science-probability
[1] https://medium.com/towards-artificial-intelligence/best-datasets-for-machine-learning-data-science-computer-vision-nlp-ai-c9541058cf4f
[1] https://towardsai.net/p/data-science/how-to-dockerize-your-data-science-project%E2%80%8A-%E2%80%8Aa-quick-guide?utm_source=twitter&utm_medium=social&utm_campaign=rop-content-recycle
[1] https://bit.ly/3qjP7fw
[1] https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017?&linkCode=sl1&tag=kirkdborne-20&linkId=c0f74cfe7450f3bdd127681513550013&language=en_US&ref_=as_li_ss_tl
[1] https://towardsdatascience.com/random-forests-algorithm-explained-with-a-real-life-example-and-some-python-code-affbfa5a942c?gi=b35969585ae
[1] https://www.kaggle.com/discussions/getting-started/314358
[1] https://www.youtube.com/watch?v=_JQ3HriEK0E&feature=youtu.be

[1] https://bit.ly/30jjMiR

Top URLs in Tweet in G5:
[3] https://stat.world/biportal/?lang=en
[3] https://it-online.co.za/2022/03/22/data-scientist-at-reverside-2/
[2] https://www.artima.com/weblogs/viewpost.jsp?thread=98196
[2] https://techcrunch.com/2022/03/22/hex-scores-52m-series-b-to-grow-data-science-collaboration-platform/
[2] https://makotokyougoku.blogspot.com
[2] https://data-science.gr.jp/implementation.html#ist
[2] https://www.zdnet.com/education/computers-tech/what-is-an-ai-engineer/
[2] https://centeridentity.com/
[2] https://hatinco.com/software-development.html
[2] https://micopia.online/

Top URLs in Tweet in G6:
[7] https://machinelearningmastery.com/standard-machine-learning-datasets/
[4] https://realpython.com/numpy-tutorial/
[4] https://click.appcast.io/track/dfr6wr9?cs=k6e&exch=23&jg=4mud&bid=WMix2IqKTPc4EDqFoByA8w==&ob=tSCXVcQVbofZldxz3pYRyg==&cat=q8&sar_id=29iy0wv&jpos=97&utm_source=MachineLearningJobsFeed&utm_medium=social_feeds&utm_campaign=Twitter
[3] https://twitter.com/tunguz/status/1506657625026760705
[3] https://click.appcast.io/track/cxyha3m?cs=k6e&exch=23&jg=425z&bid=WMix2IqKTPc4EDqFoByA8w==&ob=tSCXVcQVbofZldxz3pYRyg==&cat=q8&sar_id=290l5g5&jpos=8&utm_source=DataScienceJobsFeed&utm_medium=social_feeds&utm_campaign=Twitter
[3] https://click.appcast.io/track/c93d3lu?cs=k6f&exch=3d&jg=4v2e&bid=lUf2CslKyPxm6i440ZgUYA==&sar_id=29waar7&jpos=6&utm_source=DataScienceJobsFeed&utm_medium=social_feeds&utm_campaign=Twitter
[3] https://click.appcast.io/track/d73xdxm?cs=k6e&exch=23&jg=425z&bid=WMix2IqKTPc4EDqFoByA8w==&ob=tSCXVcQVbofZldxz3pYRyg==&cat=wp&sar_id=293n371&jpos=70&utm_source=DataScienceJobsFeed&utm_medium=social_feeds&utm_campaign=Twitter
[3] https://anchor.fm/j-cafesin
[3] https://online.datasciencedojo.com/blogs/machine-learning-for-seo-marketing
[3] https://t.me/theravitshow

Top URLs in Tweet in G7:
[3] https://bitly.com/a/blocked?hash=36D1mgg&url=https%3A%2F%2Fwww.kdnuggets.com%2F2022%2F03%2Flinear-logistic-regression-succinct-explanation.html
[2] and
[2] https://github.com/Developer-Y/cs-video-courses
[2] https://videocardz.com/press-release/nvidia-announces-h100-hopper-gpu-with-up-to-16896-fp32-cores-80gb-hbm3-memory-700w-of-tdp
[2] https://statanalytica.com/blog/machine-learning-books/
[2] http://techstrot.com/deep-learning-books/
[2] https://www.eventbrite.com/e/global-developer-virtual-bootcamp-tickets-220088529717
[2] https://www.amazon.com/Greater-Foundation-Machine-Learning-Engineering-ebook-dp-B09J1KRSDS/dp/B09J1KRSDS/ref=mt_other?_encoding=UTF8&me=&qid=1634439288
[2] https://www.kdnuggets.com/2021/11/recommendations-recommender-system.html
[1] https://www.laweekly.com/garnet-paragon-in-the-field-of-machine-learning-dr-ganapathi-pulipaka/

Top URLs in Tweet in G8:
[7] https://www.r-bloggers.com/2022/03/wide-to-long-form-data-in-r/
[7] https://www.r-bloggers.com/2022/03/how-to-use-r-and-python-together-try-these-2-packages/
[6] http://do.call
[5] https://www.r-bloggers.com/2022/03/batched-imputation-for-high-dimensional-missing-data-problems/
[5] https://www.r-bloggers.com/2022/03/paste-paste0-functions-in-r-to-concatenate-strings/
[5] https://www.r-bloggers.com/2022/03/creating-apis-for-data-science-with-plumber/
[4] https://www.r-bloggers.com/2022/01/analysing-seed-germination-and-emergence-data-with-r-a-tutorial-part-7/
[4] https://www.r-bloggers.com/2022/03/new-paper-in-computational-brain-and-behavior-sample-size-determination-in-bayesian-linear-mixed-models/
[4] https://www.r-bloggers.com/2022/03/kruskal-wallis-test-or-the-nonparametric-version-of-the-anova/
[4] https://www.r-bloggers.com/2022/03/searching-and-browsing-the-r-universe/

Top URLs in Tweet in G9:
[6] https://crayonweb.azurewebsites.net/us/resources/blogs/machine-intelligence-with-the-blazor-framework-part-1/
[4] https://twitter.com/tanya_shapiro/status/1506253425079635969
[4] https://www.jobpreference.com/
[3] https://lnkd.in/dPKHfrz
[3] https://www.theinsaneapp.com/2020/12/machine-learning-and-data-science-cheat-sheets-pdf.html
[2] https://builtin.com/artificial-intelligence/artificial-intelligence-future
[1] https://twitter.com/gamingfordev/status/1468514189669019655
[1] http://wesna.fowlerng.com/?eyJhcHBfbmFtZSI6IlNsb3RzIGZvciBCaW5nbyIsImdhaWQiOiJlYmZmNWY0ZS02NWQ1LTQ4YjktYjE3MC0zNTBiNTU0ZDVlMTIiLCJwcm9kdWN0X2lkIjo4MTAsImFjdGl2ZV9jb3VudCI6Mjg1LCJ1dWlkIjoiYjU0ZmIwYTktOTdiMC00MTlhLWI3OGEtYmNjMjkxMGU4Y2UyIiwidXJsIjoiaHR0cHM6Ly9hcHAuYWRqdXN0LmNvbS92M2p2ZmllP2xhYmVsPXNhY19pcmVmJTNEdS1iNTRmYjBhOS05N2IwLTQxOWEtYjc4YS1iY2MyOTEwZThjZTImY2FtcGFpZ249bGllYmlhbl9zbmFpbF84MTBfbWludGVncmFsJmNyZWF0aXZlPWg1In0=
[1] https://www.sparkflows.io/thank-you-watch-now-sparkflows-aws-isg
[1] https://www.sparkflows.io/_files/ugd/4c8fd9_c80bc3e13db34f7db45bd3b6181418b0.pdf

Top URLs in Tweet in G10:
[1] https://twitter.com/Dewayne_W/status/1506820918772916226
[1] https://scitechdaily.com/new-acoustic-fabric-hears-your-hearts-sounds/?utm_sq=h0fj5g0lk4

Top Domains
Top Domains in Tweet in Entire Graph:
[203] medium.com
[146] amazon.com
[132] twitter.com
[120] jobpreference.com
[80] zpy.io
[74] google.com
[71] youtube.com
[65] datasciencecentral.com
[65] blogspot.com
[64] r-bloggers.com

Top Domains in Tweet in G1:
[97] jobpreference.com
[59] twitter.com
[56] google.com
[54] amazon.com
[52] fiverr.com
[49] inventhigh.com
[48] cambridge.org
[46] blogspot.com
[41] youtube.com
[34] getpvaaccount.com

Top Domains in Tweet in G2:
[133] medium.com
[63] zpy.io
[28] datasciencecentral.com
[21] venturebeat.com
[17] substack.com
[14] jobpreference.com
[13] bbntimes.com
[12] google.com
[12] amazon.com
[11] twitter.com

Top Domains in Tweet in G3:
[65] amazon.com
[17] datasciencecentral.com
[14] github.com
[13] medium.com
[12] towardsdatascience.com
[10] bzarg.com
[9] marktechpost.com
[9] viewscoupon.com
[8] twitter.com
[6] reliablesoft.net

Top Domains in Tweet in G4:
[2] bit.ly
[2] bzarg.com
[1] edx.org
[1] medium.com
[1] towardsai.net
[1] amazon.com
[1] towardsdatascience.com
[1] kaggle.com
[1] youtube.com

Top Domains in Tweet in G5:
[12] twitter.com
[6] dy.si
[5] linkedin.com
[5] indiatimes.com
[5] youtube.com
[4] medium.com
[4] blogspot.com
[4] micopia.online
[3] stat.world
[3] google.com

Top Domains in Tweet in G6:
[36] appcast.io
[20] ai-jobs.net
[8] datasciencedojo.com
[7] medium.com
[7] machinelearningmastery.com
[6] sharpsightlabs.com
[5] twitter.com
[5] datasciencecentral.com
[4] realpython.com
[4] analyticsvidhya.com

Top Domains in Tweet in G7:
[7] github.com
[5] amazon.com
[4] bitly.com
[4] kdnuggets.com
[3] analyticsvidhya.com
[3] medium.com
[2] bit.ly
[2] machinelearningmastery.com
[2] videocardz.com
[2] statanalytica.com

Top Domains in Tweet in G8:
[53] r-bloggers.com
[7] finnstats.com
[6] do.call
[5] twitter.com
[2] r-users.com
[2] github.com
[2] forbes.com
[2] udemy.com
[1] dataconomy.com
[1] meetup.com

Top Domains in Tweet in G9:
[6] azurewebsites.net
[5] twitter.com
[4] jobpreference.com
[3] lnkd.in
[3] sparkflows.io
[3] theinsaneapp.com
[2] builtin.com
[2] venturebeat.com
[2] linkedin.com
[2] labml.ai

Top Domains in Tweet in G10:
[1] twitter.com
[1] scitechdaily.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4299] datascience
[2837] machinelearning
[2743] ai
[2501] python
[2316] bigdata
[1691] iot
[1529] analytics
[1457] 100daysofcode
[1210] iiot
[937] programming



Top Hashtags in Tweet in G1:
[2189] datascience
[1666] machinelearning
[1659] python
[1553] ai
[1348] bigdata
[1185] 100daysofcode
[1101] iot
[827] analytics
[762] iiot
[743] programming

Top Hashtags in Tweet in G2:
[756] datascience
[523] ai
[461] machinelearning
[364] bigdata
[282] analytics
[247] python
[201] data
[195] iot
[189] artificialintelligence
[141] rstats

Top Hashtags in Tweet in G3:
[279] datascience
[256] machinelearning
[227] ai
[207] bigdata
[145] python
[105] analytics
[93] iot
[80] deeplearning
[77] iiot
[62] 100daysofcode

Top Hashtags in Tweet in G4:
[7] datascience
[5] ai
[4] machinelearning
[4] bigdata
[3] deeplearning
[1] mw
[1] towardsai
[1] mlops
[1] python
[1] iot

Top Hashtags in Tweet in G5:
[89] datascience
[22] data
[18] machinelearning
[17] python
[15] ai
[12] 100daysofcode
[11] dataanalytics
[10] bigdata
[8] ml
[8] programming

Top Hashtags in Tweet in G6:
[180] datascience
[100] machinelearning
[93] ai
[83] bigdata
[82] python
[56] iot
[54] analytics
[46] iiot
[24] pytorch
[24] rstats

Top Hashtags in Tweet in G7:
[241] datascience
[224] bigdata
[218] analytics
[216] iot
[212] python
[200] iiot
[193] machinelearning
[184] ai
[148] rstats
[116] pytorch

Top Hashtags in Tweet in G8:
[115] rstats
[87] datascience
[12] python
[11] ai
[8] coding
[8] designthinking
[8] bigdata
[7] m2mtechbytes
[6] analytics
[6] rbloggers

Top Hashtags in Tweet in G9:
[45] datascience
[26] machinelearning
[22] ai
[18] python
[13] bigdata
[13] artificialintelligence
[12] programming
[11] tech
[11] deeplearning
[11] dataanalytics

Top Hashtags in Tweet in G10:
[37] datascience
[15] python
[8] machinelearning
[7] seo
[7] 30daysofdatascience
[6] day29
[5] ai
[4] dataanalytics
[4] 100daysofcode
[3] data

Top Words
Top Words in Tweet in Entire Graph:
[4312] #datascience
[2837] #machinelearning
[2755] #ai
[2600] data
[2517] #python
[2329] #bigdata
[1766] science
[1706] #iot
[1542] #analytics
[1457] #100daysofcode

Top Words in Tweet in G1:
[2202] #datascience
[1675] #python
[1666] #machinelearning
[1565] #ai
[1361] #bigdata
[1185] #100daysofcode
[1116] #iot
[840] #analytics
[769] #iiot
[743] #programming

Top Words in Tweet in G2:
[756] #datascience
[523] #ai
[461] #machinelearning
[364] #bigdata
[304] data
[282] #analytics
[247] #python
[227] learning
[215] machine
[207] #data

Top Words in Tweet in G3:
[279] #datascience
[256] #machinelearning
[227] #ai
[207] #bigdata
[145] #python
[144] data
[136] kirkdborne
[128] learning
[105] #analytics
[97] gt

Top Words in Tweet in G4:
[228] data
[220] science
[176] learning
[175] machine
[139] tunguz
[136] snapshot
[136] small
[136] subset
[136] coding
[136] books

Top Words in Tweet in G5:
[222] data
[173] science
[89] #datascience
[22] #data
[20] learning
[19] learn
[18] #machinelearning
[17] #python
[15] #ai
[15] analytics

Top Words in Tweet in G6:
[212] data
[180] #datascience
[161] science
[103] python
[100] #machinelearning
[93] #ai
[92] learning
[83] #bigdata
[82] #python
[72] machine

Top Words in Tweet in G7:
[241] #datascience
[224] #bigdata
[218] #analytics
[216] #iot
[212] #python
[200] #iiot
[193] #machinelearning
[184] #ai
[163] gp_pulipaka
[148] #rstats

Top Words in Tweet in G8:
[115] #rstats
[87] #datascience
[65] data
[46] co
[45] functions
[44] create
[43] apis
[38] first
[37] learned
[37] thought

Top Words in Tweet in G9:
[66] data
[50] science
[45] #datascience
[27] learning
[26] #machinelearning
[22] #ai
[18] #python
[18] marktenenholtz
[17] guiding
[17] principles

Top Words in Tweet in G10:
[41] data
[37] #datascience
[25] science
[16] projects
[16] papers
[15] #python
[11] libraries
[10] pyladiesghana
[9] thread
[9] useful

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1696] data,science
[1218] #bigdata,#analytics
[1047] #iot,#iiot
[903] machine,learning
[847] #analytics,#datascience
[810] #ai,#machinelearning
[783] #datascience,#ai
[563] #machinelearning,#iot
[529] #python,#rstats
[495] #machinelearning,#datascience

Top Word Pairs in Tweet in G1:
[723] #bigdata,#analytics
[653] #iot,#iiot
[445] #analytics,#datascience
[402] #datascience,#ai
[385] #ai,#machinelearning
[305] #machinelearning,#iot
[304] machine,learning
[290] #python,#datascience
[274] #python,#rstats
[271] #machinelearning,#datascience

Top Word Pairs in Tweet in G2:
[176] machine,learning
[167] data,science
[156] #machinelearning,#datascience
[129] #bigdata,#analytics
[106] #ai,#machinelearning
[104] #datascience,#bigdata
[92] 2022,03
[92] latest,covid
[92] covid,insights
[92] insights,analytics

Top Word Pairs in Tweet in G3:
[84] #ai,#machinelearning
[84] #bigdata,#analytics
[80] #datascience,#ai
[76] machine,learning
[70] #analytics,#datascience
[68] #iot,#iiot
[68] data,science
[63] #bigdata,#datascience
[45] gt,gt
[44] #machinelearning,#iot

Top Word Pairs in Tweet in G4:
[216] data,science
[175] machine,learning
[137] science,machine
[136] snapshot,small
[136] small,subset
[136] subset,coding
[136] coding,data
[136] learning,books
[136] books,collection
[135] tunguz,snapshot

Top Word Pairs in Tweet in G5:
[166] data,science
[13] machine,learning
[9] data,scientist
[9] great,data
[7] big,data
[7] data,analytics
[7] #data,#datascience
[7] science,book
[6] #data,science
[5] analytics,data

Top Word Pairs in Tweet in G6:
[158] data,science
[72] machine,learning
[52] #ai,#machinelearning
[51] #bigdata,#analytics
[43] #iot,#iiot
[41] #datascience,#ai
[41] #analytics,#datascience
[31] #machinelearning,#iot
[28] united,states
[24] python,data

Top Word Pairs in Tweet in G7:
[217] #bigdata,#analytics
[199] #iot,#iiot
[195] #analytics,#datascience
[158] #datascience,#ai
[150] #ai,#machinelearning
[144] #python,#rstats
[142] #machinelearning,#iot
[113] #iiot,#pytorch
[112] #pytorch,#python
[72] #iiot,#python

Top Word Pairs in Tweet in G8:
[64] #rstats,#datascience
[37] learned,create
[37] create,apis
[37] apis,#rstats
[37] #rstats,functions
[37] functions,first
[37] first,thought
[37] thought,turns
[36] ivelasq3,learned
[24] data,science

Top Word Pairs in Tweet in G9:
[50] data,science
[17] guiding,principles
[17] principles,learning
[17] learning,data
[16] #ai,#machinelearning
[16] marktenenholtz,guiding
[10] #datascience,#deeplearning
[9] #artificialintelligence,#ai
[9] #machinelearning,#technology
[9] #technology,#datascience

Top Word Pairs in Tweet in G10:
[23] data,science
[8] write,papers
[8] papers,100
[8] 100,plagiarism
[8] plagiarism,free
[8] free,research
[8] research,papers
[8] papers,capstone
[8] capstone,projects
[8] projects,discussion

Top Replied-To
Top Replied-To in Entire Graph:
@andgenomics
@tunguz
@kiiara
@becomingdatasci
@schmidtessays
@hakomtimeseries
@raw_bie
@robgreer1
@bootleghero
@conorosullyds

Top Replied-To in G1:
@andgenomics
@kiiara
@schmidtessays
@raw_bie
@_bigant_
@li_ja_ca
@marshrapgod
@xclusiv83
@akshatkumar94
@worldwideominie

Top Replied-To in G2:
@hakomtimeseries
@betamoroney
@labordeolivier
@khulood_almani
@dscottdegeest
@deeplearn007
@kamwithk_

Top Replied-To in G3:
@bootleghero
@lamibackup
@codeinecray
@leonpalafox
@sauain
@citizen510
@weights_biases

Top Replied-To in G4:
@tunguz
@conorosullyds
@cmastication
@cookiesci
@tcarpenter216

Top Replied-To in G6:
@becomingdatasci
@tracardi
@cholhokn
@caerbannogkitty
@zentree
@garrettart
@gorgodesparta
@bce3227

Top Replied-To in G7:
@thedataprof

Top Replied-To in G8:
@adrianzidaritz

Top Replied-To in G9:
@driscollis
@caritas3t
@mdancho84
@marktenenholtz

Top Replied-To in G10:
@nasa_technology
@zazzylyon

Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@kirkdborne
@kiiara
@kred
@eli_krumova
@paula_piccard
@khulood_almani
@ingliguori
@tunguz
@kevinclarity

Top Mentioned in G1:
@gp_pulipaka
@kiiara
@kred
@eli_krumova
@paula_piccard
@khulood_almani
@mobile_morgue
@kevinclarity
@kirkdborne
@brian_help

Top Mentioned in G2:
@ingliguori
@machinelearnflx
@gp_pulipaka
@kirkdborne
@khulood_almani
@antgrasso
@haroldsinnott
@mvollmer1
@ipfconline1
@bbntimes_en

Top Mentioned in G3:
@kirkdborne
@gp_pulipaka
@miketamir
@asifrazzaq1988
@packtpub
@paula_piccard
@kevinclarity
@tut_ml
@marktechpost
@bylilyv

Top Mentioned in G4:
@tunguz
@conorosullyds
@svpino
@jessica_xls
@fjnogales
@thoughtsondata
@miketamir
@kbalajitweets
@kirkdborne
@dalianaliu

Top Mentioned in G5:
@essayassignpros
@dowdyb
@strategy_gal
@realgabecoded
@dataartist
@onveston
@prof_writers
@shariasource
@star_cio
@vectorsigma6

Top Mentioned in G6:
@gp_pulipaka
@datasciencedojo
@bylilyv
@rosanaferrero
@datascience_jbs
@sheraj99
@ml_jobs_feed
@kirkdborne
@odsc
@udacity

Top Mentioned in G7:
@gp_pulipaka
@kdnuggets
@ingliguori
@kirkdborne
@bigdataconf
@lawrennd
@swisscognitive
@catherineadenle
@curieuxexplorer
@pabbeel

Top Mentioned in G8:
@ivelasq3
@rbloggers
@data_question
@themis277
@techbytesorg
@finnstats
@dataclaudius
@tdemarchin
@m2mtechconnect
@filmicaesthetic

Top Mentioned in G9:
@marktenenholtz
@un
@bartczernicki
@marlene_zw
@jobpreference
@jhonyfuza
@njoyflyfishing
@_rachaeldempsey
@sparkflows
@awscloud

Top Mentioned in G10:
@pyladiesghana
@ransfordgenesis
@giordmarco96
@federal_sedinam
@asedaad
@joanaowusuappi1
@ivybarley
@catherineadenle
@samsung
@laky_al_ice

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@chidambara09
@rk70534
@sgh_rts
@xaelbot
@3novices
@codedailybot
@cybersecurityn8
@blazedrts

Top Tweeters in G1:
@sectest9
@sgh_rts
@xaelbot
@codedailybot
@cybersecurityn8
@blazedrts
@morolswediu
@aaroncuddeback
@jfsebastian146
@100xcode

Top Tweeters in G2:
@paoloigna1
@chidambara09
@animatorspal
@evankirstel
@ml_tweet_bot
@education_24x7
@machinelearnflx
@bungobot1
@nicochan33
@akwyz

Top Tweeters in G3:
@pvalsfr
@micheleangelo13
@xzpwedvhhh37i3c
@biconnections
@openmarketingtv
@blkhwk0ps
@stanleyepstein
@franksowa1
@ham_gretsky
@att

Top Tweeters in G4:
@acertijo
@enjoyhades
@masrinez
@renato_umeton
@fouzsiddiqui_
@itsteesavagee
@ashic
@tunguz
@cmastication
@monclaireseason

Top Tweeters in G5:
@3novices
@marketscafe
@careerage
@abone4949
@eagerbeavertech
@vapingit
@adetolaa_a
@mttlim
@catechcouncil
@faketakedump

Top Tweeters in G6:
@jimmyroybloom
@youranonriots
@techjunkiejh
@fullnam35087976
@djwarrenyoung
@betterjobsearch
@sirenaconpatas
@pythonbot_
@py_data_sci
@austin_castel

Top Tweeters in G7:
@allanmzalendo
@horiguchikesazo
@daisuzu
@alainbago
@lukeisaacson2
@trovolavorobiz
@iot_technojeder
@dontcryindokid
@iottogether
@rish_ark_

Top Tweeters in G8:
@conjja
@rstatstweet
@designthinkbot
@epidatageek
@steltenpower
@sprintbaseb
@zegim
@drakefrompg
@dd_fafa_
@rstats4ds

Top Tweeters in G9:
@dataaugmented
@un
@powerplatfrmbot
@ammah_makarphee
@efonsecabcr
@uziair
@apdabot
@hadleywickham
@awscloud
@ktnjared

Top Tweeters in G10:
@pardoe_ai
@ucloudifyai
@ivybarley
@richtatum
@srunningcloud
@alan_au
@online_writers1
@onlinewriters01
@certifiedwaif
@sbiaalerts