tensorflow, Twitter, 11/19/2020 8:23:52 PM, 241896


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tensorflow_2020-11-19_03-46-22.xlsx
tensorflow_2020-11-19_03-46-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 19, 2020
Short Description:
tensorflow via NodeXL https://bit.ly/3nRHUjh
@tensorflow
@gp_pulipaka
@shybot7
@py_data_sci
@hubofml
@ml_tweet_bot
@trendsinai
@udemy_coupons1
@pyimagesearch
@blkhwk0ps

Top hashtags:
#datascience
#bigdata
#machinelearning
#analytics
#python
#iot
#iiot
#ai
#rstats

Description:
Description
The graph represents a network of 2,124 Twitter users whose tweets in the requested range contained "tensorflow", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 19 November 2020 at 11:54 UTC.

The requested start date was Wednesday, 18 November 2020 at 01:01 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 5-day, 0-hour, 26-minute period from Friday, 13 November 2020 at 00:34 UTC to Wednesday, 18 November 2020 at 01:01 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 : 2124
Unique Edges : 1602
Edges With Duplicates : 13561
Total Edges : 15163
Number of Edge Types : 5
Retweet : 6218
MentionsInRetweet : 7147
Tweet : 1217
Mentions : 430
Replies to : 151
Self-Loops : 1271
Reciprocated Vertex Pair Ratio : 0.00629997576932396
Reciprocated Edge Ratio : 0.0125210691066699
Connected Components : 284
Single-Vertex Connected Components : 182
Maximum Vertices in a Connected Component : 1686
Maximum Edges in a Connected Component : 14482
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.531384
Graph Density : 0.000920995322505817
Modularity : 0.22926
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,124 Twitter users whose tweets in the requested range contained "tensorflow", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 19 November 2020 at 11:54 UTC.

The requested start date was Wednesday, 18 November 2020 at 01:01 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 5-day, 0-hour, 26-minute period from Friday, 13 November 2020 at 00:34 UTC to Wednesday, 18 November 2020 at 01:01 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 : tensorflow
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:
[73] https://starship-knowledge.com/analytics-vs-mining
[67] https://udemycoupons.me/udemy-coupon-code-for-today/
[53] https://cotemponet.blogspot.com/2020/11/tensorflow-and-keras-for-neural-networks-and-deep-learning.html
[50] https://www.kdnuggets.com/2017/04/10-free-must-read-books-machine-learning-data-science.html
[40] https://udemycoupons.me/the-complete-introduction-to-music-theory-course-100off-coupon/
[37] https://analyticsindiamag.com/visual-recognition-dataset/
[35] https://www.smallcapvoice.com/9-18-19-smallcapvoice-interview-iiot-oxys-itox/
[34] https://www.faridrifaie.my.id/2019/06/python-frameworks-for-data-science.html
[34] https://udemycoupons.me/learn-to-read-any-programming-language-100free-coupon/
[31] https://thenextweb.com/neural/2020/09/18/the-ai-landscape-is-shifting-from-data-to-knowledge-heres-why-that-matters/

Top URLs in Tweet in G1:
[4] https://www.sparkfun.com/products/17256
[4] https://blog.google/technology/ai/5-ways-celebrate-tensorflows-5th-birthday/
[3] https://twitter.com/TensorFlow/status/1328429106669686784
[2] https://ai.googleblog.com/2020/11/mitigating-unfair-bias-in-ml-models.html
[2] https://zpy.io/ca/469900c6
[2] https://towardsdatascience.com/how-to-use-tensorflow-js-in-react-js-sentimental-analysis-59c538c07256?source=social.tw
[2] https://deepai.org/publication/exploring-the-limits-of-concurrency-in-ml-training-on-google-tpus
[1] https://twitter.com/i/web/status/1328746640606326784
[1] https://twitter.com/i/web/status/1326933141299212289
[1] https://twitter.com/i/web/status/1327295620193923079

Top URLs in Tweet in G2:
[72] https://starship-knowledge.com/analytics-vs-mining
[63] https://udemycoupons.me/udemy-coupon-code-for-today/
[46] https://cotemponet.blogspot.com/2020/11/tensorflow-and-keras-for-neural-networks-and-deep-learning.html
[38] https://udemycoupons.me/the-complete-introduction-to-music-theory-course-100off-coupon/
[35] https://analyticsindiamag.com/visual-recognition-dataset/
[30] https://udemycoupons.me/learn-to-read-any-programming-language-100free-coupon/
[29] https://www.amazon.com/Machine-Learning-Absolute-Beginners-Introduction-ebook/dp/B07335JNW1/ref=as_li_ss_tl?dchild=1&keywords=machine+learning&qid=1600290526&sr=8-3&linkCode=sl1&tag=shehan0c-20&linkId=162ea490cb3e7c456e0bc95b67443f03&language=en_US
[29] https://www.amazon.com/Hundred-Page-Machine-Learning-Book/dp/199957950X/ref=as_li_ss_tl?dchild=1&keywords=machine+learning&qid=1600290660&sr=8-2&linkCode=sl1&tag=shehan0c-20&linkId=2ba99845cc42a6894c45588c4f4c6b19&language=en_US
[29] https://www.smallcapvoice.com/9-18-19-smallcapvoice-interview-iiot-oxys-itox/
[28] http://www.freecoursesitenet.com/2020/07/cutting-edge-ai-deep-reinforcement.html

Top URLs in Tweet in G3:
[6] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Ftensorflow-for-complete-begineers-getting-started-with-tensors-780f846f007
[4] https://solutionsreview.com/backup-disaster-recovery/the-best-cloud-disaster-recovery-books-on-our-reading-list/
[3] https://medium.com/towards-artificial-intelligence/using-a-tensorflow-deep-learning-model-for-forex-trading-ec4eff2ebe60?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.smallcapvoice.com/9-18-19-smallcapvoice-interview-iiot-oxys-itox/
[2] https://www.datasciencecentral.com/profiles/blogs/free-online-book-machine-learning-from-scratch
[2] https://medium.com/towards-artificial-intelligence/using-a-tensorflow-deep-learning-model-for-forex-trading-ec4eff2ebe60?source=rss----98111c9905da---4&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.csupueblo.edu/admissions/index.html
[1] https://pubs.rsc.org/en/Content/ArticleLanding/2020/NJ/D0NJ02592E#!divAbstract
[1] https://novaropublishing.com/growing-with-blockchain/
[1] https://www.datasciencecentral.com/profiles/blogs/20-cheat-sheets-python-ml-data-science

Top URLs in Tweet in G4:
[20] https://www.sesin.at/
[5] https://twinybots.ch/
[4] http://dlpack.to
[4] https://cotemponet.blogspot.com/2020/11/tensorflow-and-keras-for-neural-networks-and-deep-learning.html
[4] https://arxiv.org/abs/2011.07661
[3] https://www.pyimagesearch.com/2020/11/16/gans-with-keras-and-tensorflow/
[2] http://tf.strings.as
[2] https://www.kdnuggets.com/2020/11/dalex-explain-tensorflow-model.html
[2] https://blog.google/technology/ai/5-ways-celebrate-tensorflows-5th-birthday/
[2] https://twitter.com/tensorflow/status/1328429106669686784

Top URLs in Tweet in G5:
[6] https://towardsdatascience.com/how-to-use-tensorflow-js-in-react-js-sentimental-analysis-59c538c07256?source=social.tw
[6] https://github.com/hubacekjirka/dailyPhotoTwitterBot
[6] https://towardsdatascience.com/thousands-of-csv-files-keras-and-tensorflow-96182f7fabac?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[6] https://morioh.com/p/b0d068be8687
[5] https://mailchi.mp/pythonweekly/python-weekly-issue-474
[5] https://www.miki-ie.com/mezamashi-jyanken/
[5] https://thenextweb.com/neural/2020/09/18/the-ai-landscape-is-shifting-from-data-to-knowledge-heres-why-that-matters/
[5] http://tf.data
[5] https://morioh.com/p/f53f433684f3
[4] https://www.datasciencefestival.com/datamine/tickets-for-the-data-science-festival/

Top URLs in Tweet in G6:
[13] https://tiny.cc/xzlzaz
[8] https://medium.com/towards-artificial-intelligence/using-a-tensorflow-deep-learning-model-for-forex-trading-ec4eff2ebe60
[8] https://zpy.io/ca/469900c6
[8] https://learn.adafruit.com/braincraft-camera-case
[6] https://eng.uber.com/ludwig-v0-3/
[6] https://www.cnx-software.com/2020/10/01/vizy-ai-camera-runs-tensorflow-opencv-pytorch-on-raspberry-pi-4/
[6] https://neptune.ai/blog/how-to-serve-machine-learning-models-with-tensorflow-serving-and-docker
[6] https://www.manning.com/books/machine-learning-with-tensorflow-second-edition
[6] https://blog.tensorflow.org/2020/09/bringing-mona-lisa-effect-to-life-tensorflow-js.html
[6] https://zpy.io/ca/271846d6

Top URLs in Tweet in G7:
[6] https://builtin.com/machine-learning/introduction-deep-learning-tensorflow-20
[5] https://mailchi.mp/pythonweekly/python-weekly-issue-474
[5] http://yieldestimator.com
[3] https://blog.tensorflow.org/2020/09/bringing-mona-lisa-effect-to-life-tensorflow-js.html
[3] https://chromium.googlesource.com/external/github.com/tensorflow/tensorflow/+/r0.7/tensorflow/g3doc/resources/dims_types.md
[2] https://www.manning.com/dotd?utm_source=twitter&utm_medium=organic&utm_campaign=dotd_11_16_20
[2] https://blog.tensorflow.org/2020/09/introducing-tensorflow-recommenders.html?linkId=100309856
[1] https://mng.bz/zxj6
[1] https://www.pyimagesearch.com/2020/11/16/gans-with-keras-and-tensorflow/
[1] https://twitter.com/i/web/status/1327245864230916096

Top URLs in Tweet in G8:
[25] https://www.faridrifaie.my.id/2019/06/python-frameworks-for-data-science.html
[6] https://www.datasciencecentral.com/profiles/blogs/github-material
[2] https://www.iotforall.com/tensorflow-sound-classification-machine-learning-applications/
[1] https://twitter.com/i/web/status/1328661689538146304
[1] https://dy.si/XLcwU
[1] https://www.amazon.com/gp/product/1492032646/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1492032646&linkCode=as2&tag=kirkdborne-20&linkId=fe1f31854be4652645c106caab5a6b8b
[1] https://www.amazon.com/gp/product/B07C5YMBZT/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=B07C5YMBZT&linkCode=as2&tag=kirkdborne-20&linkId=e17b3c6bef7837805ad97823b5317d9d
[1] https://twitter.com/i/web/status/1326574282059735040
[1] https://blog.tensorflow.org/2020/11/characterizing-quantum-advantage-in.html?m=1
[1] https://bit.ly/2GsBAhS?utm_campaign=Courses&utm_content=145104782&utm_medium=social&utm_source=twitter&hss_channel=tw-992153930095251456

Top URLs in Tweet in G9:
[1] https://twitter.com/jschmid/status/1328367828844634112
[1] https://twitter.com/i/web/status/1327465603125440513

Top URLs in Tweet in G10:
[16] https://www.kdnuggets.com/2017/04/10-free-must-read-books-machine-learning-data-science.html
[2] https://www.marktechpost.com/2018/07/31/list-of-deep-learning-books-to-read/
[2] https://www.kdnuggets.com/2018/02/google-colab-free-gpu-tutorial-tensorflow-keras-pytorch.html
[2] https://www.kdnuggets.com/2020/11/dalex-explain-tensorflow-model.html
[2] http://www.bukmedianet.com/2020/04/machine-learning-with-javascript.html
[1] http://www.fiverr.com/182208418?utm_campaign=gigs_show&utm_medium=shared&utm_source=copy_link&utm_term=jeK6kG
[1] https://www.marktechpost.com/2019/11/10/this-tensorflow-based-python-library-spleeter-splits-vocals-from-finished-tracks/
[1] https://twitter.com/i/web/status/1327357816659701760
[1] https://udemycoupons.me/instagram-for-business-strategy-and-tactics-100off-coupon/
[1] https://mailchi.mp/programmerweekly/programmer-weekly-issue-29

Top Domains
Top Domains in Tweet in Entire Graph:
[932] udemycoupons.me
[506] twitter.com
[452] blogspot.com
[131] freecoursesitenet.com
[123] amazon.com
[102] medium.com
[98] starship-knowledge.com
[71] kdnuggets.com
[66] globalbigdataconference.com
[63] tensorflow.org

Top Domains in Tweet in G1:
[34] twitter.com
[7] blog.google
[5] tensorflow.org
[4] sparkfun.com
[3] github.com
[3] zpy.io
[2] youtube.com
[2] googleblog.com
[2] towardsdatascience.com
[2] deepai.org

Top Domains in Tweet in G2:
[839] udemycoupons.me
[377] blogspot.com
[201] twitter.com
[122] freecoursesitenet.com
[104] amazon.com
[95] starship-knowledge.com
[50] globalbigdataconference.com
[48] analyticsindiamag.com
[33] kdnuggets.com
[31] medium.com

Top Domains in Tweet in G3:
[28] twitter.com
[15] medium.com
[9] github.com
[8] towardsdatascience.com
[5] datasciencecentral.com
[4] solutionsreview.com
[3] smallcapvoice.com
[2] analyticsinsight.net
[2] bit.ly
[2] udemycoupons.me

Top Domains in Tweet in G4:
[74] twitter.com
[20] sesin.at
[9] tensorflow.org
[5] medium.com
[5] twinybots.ch
[5] pyimagesearch.com
[5] arxiv.org
[4] github.com
[4] kdnuggets.com
[4] dlpack.to

Top Domains in Tweet in G5:
[50] twitter.com
[30] unsplash.com
[26] udemycoupons.me
[20] blogspot.com
[19] medium.com
[16] towardsdatascience.com
[12] github.com
[11] morioh.com
[10] globalbigdataconference.com
[9] miki-ie.com

Top Domains in Tweet in G6:
[61] udemycoupons.me
[39] twitter.com
[35] blogspot.com
[28] zpy.io
[25] medium.com
[18] tensorflow.org
[14] tiny.cc
[12] openbootcamps.com
[10] adafruit.com
[9] amazon.com

Top Domains in Tweet in G7:
[6] builtin.com
[6] mailchi.mp
[5] tensorflow.org
[5] twitter.com
[5] yieldestimator.com
[3] manning.com
[3] googlesource.com
[2] pyimagesearch.com
[1] mng.bz
[1] linkedin.com

Top Domains in Tweet in G8:
[25] my.id
[7] twitter.com
[6] datasciencecentral.com
[3] tensorflow.org
[2] amazon.com
[2] iotforall.com
[2] blogspot.com
[2] udemycoupons.me
[1] dy.si
[1] bit.ly

Top Domains in Tweet in G9:
[2] twitter.com

Top Domains in Tweet in G10:
[20] kdnuggets.com
[3] marktechpost.com
[2] bukmedianet.com
[1] fiverr.com
[1] twitter.com
[1] udemycoupons.me
[1] mailchi.mp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3797] datascience
[3640] bigdata
[3500] machinelearning
[3244] analytics
[3076] python
[2827] iot
[2665] iiot
[2370] ai
[2162] rstats
[1886] tensorflow



Top Hashtags in Tweet in G1:
[22] machinelearning
[15] ai
[13] iot
[12] datascience
[11] analytics
[11] bigdata
[11] iiot
[10] python
[9] tensorflowjs
[9] tensorflow

Top Hashtags in Tweet in G2:
[2921] bigdata
[2884] datascience
[2773] machinelearning
[2585] analytics
[2346] python
[2211] iot
[2082] iiot
[1898] ai
[1667] rstats
[1195] tensorflow

Top Hashtags in Tweet in G3:
[438] datascience
[405] bigdata
[404] analytics
[391] iot
[383] iiot
[371] python
[330] rstats
[242] machinelearning
[235] ai
[187] tensorflow

Top Hashtags in Tweet in G4:
[24] tensorflow
[11] deeplearning
[11] ai
[9] machinelearning
[6] datascience
[6] albumart
[5] learning
[5] bigdata
[4] neuralnetworks
[3] artificialintelligence

Top Hashtags in Tweet in G5:
[228] tensorflow
[166] datascience
[154] machinelearning
[116] python
[97] bigdata
[89] ai
[78] analytics
[68] iot
[59] iiot
[55] rstats

Top Hashtags in Tweet in G6:
[179] machinelearning
[174] datascience
[133] tensorflow
[130] python
[129] bigdata
[100] analytics
[84] iot
[76] iiot
[64] ai
[58] rstats

Top Hashtags in Tweet in G7:
[54] tensorflow
[36] keras
[34] machinelearning
[20] datascience
[20] ai
[20] deeplearning
[17] python
[11] iot
[11] bigdata
[10] analytics

Top Hashtags in Tweet in G8:
[60] machinelearning
[57] python
[57] datascience
[35] bigdata
[29] iot
[27] iiot
[26] analytics
[25] digitaltransformation
[25] cloud
[19] ai

Top Hashtags in Tweet in G9:
[2] tensorflow
[1] bigdata
[1] analytics
[1] datascience
[1] iot
[1] iiot
[1] pytorch
[1] python
[1] rstats
[1] keras

Top Hashtags in Tweet in G10:
[23] datascience
[21] artificialintelligence
[15] machinelearning
[14] analytics
[13] python
[13] bigdata
[12] rstats
[11] iot
[11] iiot
[9] ai

Top Words
Top Words in Tweet in Entire Graph:
[3797] #datascience
[3640] #bigdata
[3500] #machinelearning
[3244] #analytics
[3076] #python
[2827] #iot
[2665] #iiot
[2370] #ai
[2162] #rstats
[1961] learning

Top Words in Tweet in G1:
[611] tensorflow
[362] learning
[339] machine
[243] years
[229] ago
[182] sourced
[182] google
[159] open
[154] framework
[153] popular

Top Words in Tweet in G2:
[2921] #bigdata
[2884] #datascience
[2773] #machinelearning
[2585] #analytics
[2346] #python
[2211] #iot
[2082] #iiot
[1898] #ai
[1667] #rstats
[1195] #tensorflow

Top Words in Tweet in G3:
[438] #datascience
[405] #bigdata
[404] #analytics
[391] #iot
[383] #iiot
[371] #python
[330] #rstats
[326] gp_pulipaka
[242] #machinelearning
[235] #ai

Top Words in Tweet in G4:
[333] cat
[273] tensorflow
[230] tabby
[212] score
[123] recognition
[123] 10
[69] tiger
[36] learning
[28] keras
[24] #tensorflow

Top Words in Tweet in G5:
[228] #tensorflow
[166] #datascience
[154] #machinelearning
[121] tensorflow
[116] #python
[97] #bigdata
[89] #ai
[78] #analytics
[71] learning
[68] #iot

Top Words in Tweet in G6:
[316] learning
[299] tensorflow
[204] machine
[179] #machinelearning
[174] #datascience
[171] python
[133] #tensorflow
[130] #python
[129] #bigdata
[122] deep

Top Words in Tweet in G7:
[72] gans
[53] #tensorflow
[40] tutorial
[39] tensorflow
[36] generative
[36] adversarial
[36] #keras
[36] pyimagesearch
[35] networks
[35] intro

Top Words in Tweet in G8:
[60] #machinelearning
[57] #python
[57] #datascience
[49] ingliguori
[35] #bigdata
[30] tensorflow
[29] #iot
[27] #iiot
[26] #analytics
[25] frameworks

Top Words in Tweet in G9:
[36] blazingsql
[36] cupy_team
[36] numba_jit
[35] datametrician
[34] full
[34] ecosystem
[34] sql
[34] arrays
[34] udfs
[34] og

Top Words in Tweet in G10:
[23] #datascience
[21] learning
[21] books
[21] read
[21] #artificialintelligence
[20] data
[20] science
[19] free
[18] 10
[18] machine

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3088] #bigdata,#analytics
[2626] #analytics,#datascience
[2617] #iot,#iiot
[1868] #python,#rstats
[1866] #datascience,#ai
[1415] #ai,#machinelearning
[1358] #iiot,#python
[1305] machine,learning
[1176] #machinelearning,#iot
[969] #rstats,#tensorflow

Top Word Pairs in Tweet in G1:
[339] machine,learning
[229] years,ago
[159] open,sourced
[159] sourced,tensorflow
[154] ago,open
[152] five,years
[152] tensorflow,machine
[152] learning,framework
[152] framework,popular
[152] popular,machine

Top Word Pairs in Tweet in G2:
[2437] #bigdata,#analytics
[2039] #iot,#iiot
[2023] #analytics,#datascience
[1506] #datascience,#ai
[1399] #python,#rstats
[1109] #ai,#machinelearning
[1015] #iiot,#python
[928] #machinelearning,#iot
[767] #machinelearning,#bigdata
[716] #rstats,#tensorflow

Top Word Pairs in Tweet in G3:
[403] #bigdata,#analytics
[398] #analytics,#datascience
[383] #iot,#iiot
[321] #python,#rstats
[242] #iiot,#python
[230] #datascience,#ai
[182] #ai,#machinelearning
[176] #rstats,#tensorflow
[163] #datascience,#iot
[160] #machinelearning,#iot

Top Word Pairs in Tweet in G4:
[209] cat,score
[121] cat,recognition
[121] recognition,tensorflow
[121] tensorflow,10
[115] tabby,tabby
[115] tabby,cat
[104] 10,tabby
[69] tiger,cat
[23] egyptian,cat
[20] tensorflow,keras

Top Word Pairs in Tweet in G5:
[76] #bigdata,#analytics
[62] #analytics,#datascience
[58] #iot,#iiot
[50] #python,#rstats
[46] #datascience,#ai
[43] machine,learning
[43] #ai,#machinelearning
[41] #data,#science
[38] bylilyv,#featured
[38] #featured,#courses

Top Word Pairs in Tweet in G6:
[204] machine,learning
[107] deep,learning
[100] #bigdata,#analytics
[76] #analytics,#datascience
[75] #iot,#iiot
[54] #python,#rstats
[47] #datascience,#ai
[44] #iiot,#python
[43] learning,deep
[42] #machinelearning,#bigdata

Top Word Pairs in Tweet in G7:
[36] generative,adversarial
[36] gans,#keras
[36] #keras,#tensorflow
[35] tutorial,generative
[35] adversarial,networks
[35] networks,gans
[35] #tensorflow,intro
[35] intro,gans
[35] gans,implement
[34] pyimagesearch,tutorial

Top Word Pairs in Tweet in G8:
[25] #python,frameworks
[25] frameworks,#datascience
[25] #datascience,ingliguori
[25] ingliguori,#digitaltransformation
[25] #digitaltransformation,#cloud
[25] #cloud,#machinelearning
[25] #iot,#iiot
[25] #bigdata,#analytics
[24] ingliguori,#python
[24] #analytics,#datascience

Top Word Pairs in Tweet in G9:
[34] full,ecosystem
[34] ecosystem,sql
[34] sql,blazingsql
[34] blazingsql,arrays
[34] arrays,cupy_team
[34] cupy_team,udfs
[34] udfs,numba_jit
[34] numba_jit,og
[34] og,distributed
[34] distributed,scheduler

Top Word Pairs in Tweet in G10:
[20] data,science
[18] machine,learning
[17] 10,free
[17] free,read
[17] read,books
[16] books,machine
[16] learning,data
[16] science,kdnuggets
[16] kdnuggets,#artificialintelligence
[15] marcusborba,10

Top Replied-To
Top Replied-To in Entire Graph:
@google
@tensorflow
@jeffdean
@pkudzia_biomech
@googlestudents
@matei_zaharia
@institutetanuki
@vittoriolabarb2
@jeremyphoward
@deeplearningai_

Top Replied-To in G1:
@google
@tensorflow
@jeffdean
@googlestudents
@devspacesg
@atifceylan
@thubregtsen
@googleai
@googlees
@thechuklerdfs

Top Replied-To in G2:
@ibm
@edkwedar

Top Replied-To in G3:
@mit_csail

Top Replied-To in G5:
@bigthingsconf

Top Replied-To in G6:
@pkudzia_biomech
@matei_zaharia
@vittoriolabarb2
@jeremyphoward
@spokutta
@tldtoday
@kevinjaygreen
@ryan_alcantara_
@joannastern
@jugurthahadjar

Top Replied-To in G7:
@ksnagarajan
@pyimagesearch
@chrismattmann

Top Replied-To in G8:
@deeplearningai_

Top Replied-To in G9:
@datametrician
@toshi_k_datasci

Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@udemy_coupons1
@tensorflow
@techopcode
@thisisgulshan
@google
@bylilyv
@99coupon1
@cousesites
@analytics_699

Top Mentioned in G1:
@tensorflow
@google
@googleai
@jeffdean
@lossless
@gp_pulipaka
@petewarden
@edgeimpulse
@tomasruizlopez
@iannappier

Top Mentioned in G2:
@gp_pulipaka
@udemy_coupons1
@techopcode
@thisisgulshan
@analytics_699
@cousesites
@99coupon1
@doxyaxone
@course_net
@patri_vaquero_

Top Mentioned in G3:
@gp_pulipaka
@eli_krumova
@pythonhub
@geeksacademyeu
@bylilyv
@bizdevgcc
@aaaamhim
@quickstartintel
@tensorflow
@udemy_coupons1

Top Mentioned in G4:
@mikekaestner

Top Mentioned in G5:
@bylilyv
@gp_pulipaka
@udemy_coupons1
@pythonbot_
@tdatascience
@ai_artify
@bigdataconf
@99coupon1
@thisisgulshan
@techopcode

Top Mentioned in G6:
@udemy_coupons1
@gp_pulipaka
@bylilyv
@tensorflow
@pythonbot_
@machinelearnflx
@pytorch
@99coupon1
@tundetash
@techopcode

Top Mentioned in G7:
@pyimagesearch
@tensorflow
@gp_pulipaka
@miketamir
@ayushthakur0
@tarsensrd
@weights_biases
@_iliraliu
@machinecurve
@urengaraju

Top Mentioned in G8:
@ingliguori
@gp_pulipaka
@deeplearningai_
@kirkdborne
@ipfconline1
@tensorflow
@99coupon1
@vishalpanchal85
@udemy_coupons1
@antgrasso

Top Mentioned in G9:
@blazingsql
@cupy_team
@numba_jit
@datametrician
@d
@tensorflow
@dask_dev
@rapidsai
@rapids
@pytorch

Top Mentioned in G10:
@kdnuggets
@marcusborba
@gp_pulipaka
@bylilyv
@marktechpost
@bukmedianet1
@tensorflow
@udemy_coupons1
@pavan178
@edkwedar

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@javascriptd
@chidambara09
@cybersec_feeds
@aaroncuddeback
@femtech_
@safaricomplc
@rosenchild
@ottlegalrebels
@xaelbot

Top Tweeters in G1:
@rosenchild
@itknowingness
@bayiskendr
@umenumen
@vincicat
@dirac7
@ayirpelle
@syawal
@google
@star95011

Top Tweeters in G2:
@sectest9
@chidambara09
@aaroncuddeback
@femtech_
@ottlegalrebels
@xaelbot
@codernotesbot
@codedailybot
@santchiweb
@tess_blue815

Top Tweeters in G3:
@javascriptd
@cybersec_feeds
@uncjay1
@yutakama
@youranonriots
@hannaraptor
@yvesmulkers
@zimrirosas
@d_ast777
@abdoul_official

Top Tweeters in G4:
@guzmanadrian
@into_ai
@javascriptflx
@pdl_runa
@chandanrtcs
@uhiiman
@arxiv_cscv
@ainewsfeed
@money_personal
@www_sesin_at

Top Tweeters in G5:
@andysugs
@stackdevjobs
@rstatstweet
@epuujee
@trainbeacon
@edrc30
@develop_mobile
@k_ryuichirou
@technative
@microsoftrtweet

Top Tweeters in G6:
@alani_x
@machinelearnflx
@bexxmodd
@ml_tweet_bot
@datascience__
@newsneus
@pythonbot_
@adafruit
@massagedocmi
@rbiakpara

Top Tweeters in G7:
@philmaness3
@cool_python
@manningbooks
@chrismattmann
@robmaness
@thoheller
@deepgradient
@suhnyllakler
@newfxfs
@davidvalles007

Top Tweeters in G8:
@jblefevre60
@ipfconline1
@mary_b_68
@kirkdborne
@domingonarvaez1
@quasagroup
@taizun_tapia
@dondrwdrw
@websystemer
@dinimuhd7

Top Tweeters in G9:
@termoshtt
@desertnaut
@jeffdotlayton
@maggie_albrecht
@_joaogui1
@hjguyhan
@aaalee
@eyvillegasp
@tomekdrabas
@edersantana

Top Tweeters in G10:
@ricardo_ik_ahau
@fmfrancoise
@alternative200
@kdnuggets
@marcusborba
@codailychalleng
@sparkfun
@joaolmpcarreira
@leomontm
@ziaullahca