tensorflowjs, Twitter, 9/26/2021 6:30:50 AM, 262868


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tensorflowjs_2021-09-25_20-50-32.xlsx
tensorflowjs_2021-09-25_20-50-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 26, 2021
Short Description:
tensorflowjs via NodeXL https://bit.ly/3AUMNP6
@jason_mayes
@discovertech3
@myteweb
@mytebox
@morolswediu
@tensorflow
@andrejusb
@howdevelop
@elizabot9
@gantlaborde

Top hashtags:
#tensorflowjs
#tensorflow
#opensource
#mathlibrary
#javascript
#madewithtfjs

Description:
Description
The graph represents a network of 82 Twitter users whose tweets in the requested range contained "tensorflowjs", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 26 September 2021 at 03:50 UTC.

The requested start date was Sunday, 26 September 2021 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 13-day, 4-hour, 37-minute period from Sunday, 12 September 2021 at 01:19 UTC to Saturday, 25 September 2021 at 05:56 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 : 82
Unique Edges : 44
Edges With Duplicates : 164
Total Edges : 208
Number of Edge Types : 5
Retweet : 77
MentionsInRetweet : 97
Tweet : 18
Replies to : 6
Mentions : 10
Self-Loops : 18
Reciprocated Vertex Pair Ratio : 0.0204081632653061
Reciprocated Edge Ratio : 0.04
Connected Components : 12
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 59
Maximum Edges in a Connected Component : 181
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.552289
Graph Density : 0.0150557061126167
Modularity : 0.41033
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 82 Twitter users whose tweets in the requested range contained "tensorflowjs", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 26 September 2021 at 03:50 UTC.

The requested start date was Sunday, 26 September 2021 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 13-day, 4-hour, 37-minute period from Sunday, 12 September 2021 at 01:19 UTC to Saturday, 25 September 2021 at 05:56 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 : tensorflowjs
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:
[4] https://stackoverflow.com/questions/69250700/is-there-a-js-static-link-solution-avaiable
[4] https://www.youtube.com/watch?v=XmN1-s8loIs&feature=youtu.be

[4] https://myjava.in/code/tensorflow-and-deep-learning.php
[3] https://marketplace.visualstudio.com/items?itemName=donjayamanne.typescript-notebook
[2] https://www.linkedin.com/slink?code=eEGwXGe2
[1] https://github.com/yoeo/guesslang
[1] https://pguso.medium.com/analyze-bike-sharing-data-in-javascript-typescript-environment-5ad3d557b8a6
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fitnext.io%2Fimage-classification-api-with-nodejs-tensorflowjs-and-mobilenet-model-45e3a79a5876
[1] https://www.linkedin.com/posts/wahyutirta_javascript-nodejs-tensorflowjs-activity-6845207640113463296-MJIU
[1] https://www.amazon.com/gp/product/1492090794/ref=as_li_qf_asin_il_tl?ie=UTF8&tag=gant0d-20&creative=9325&linkCode=as2&creativeASIN=1492090794&linkId=9b7b356b7b13efdaf9d34bfa47f7a6ee

Top URLs in Tweet in G1:
[4] https://myjava.in/code/tensorflow-and-deep-learning.php

Top URLs in Tweet in G2:
[4] https://stackoverflow.com/questions/69250700/is-there-a-js-static-link-solution-avaiable
[1] https://discord.gg/khDEfvd5w4
[1] https://twitter.com/i/web/status/1438533652154097667
[1] https://twitter.com/i/web/status/1438130262014111752
[1] https://stackoverflow.com/questions/69190860/getting-started-using-tensorflow-js-models-and-training-prediction-of-solar-pow

Top URLs in Tweet in G3:
[1] https://www.amazon.com/gp/product/1492090794/ref=as_li_qf_asin_il_tl?ie=UTF8&tag=gant0d-20&creative=9325&linkCode=as2&creativeASIN=1492090794&linkId=9b7b356b7b13efdaf9d34bfa47f7a6ee
[1] https://www.learnwithjason.dev/let-s-learn-tensorflow-js
[1] https://www.youtube.com/watch?v=XmN1-s8loIs&feature=youtu.be


Top URLs in Tweet in G4:
[1] https://www.manning.com/bundles/pose-estimation-with-TensorFlowjs-ser
[1] https://pguso.medium.com/analyze-bike-sharing-data-in-javascript-typescript-environment-5ad3d557b8a6

Top URLs in Tweet in G5:
[3] https://www.youtube.com/watch?v=XmN1-s8loIs&feature=youtu.be

[1] https://blog.tensorflow.org/2020/03/exploring-helpful-uses-for-bert-in-your-browser-tensorflow-js.html?linkId=84231860

Top URLs in Tweet in G8:
[3] https://marketplace.visualstudio.com/items?itemName=donjayamanne.typescript-notebook
[1] https://twitter.com/i/web/status/1433645200723697669

Top URLs in Tweet in G9:
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fitnext.io%2Fimage-classification-api-with-nodejs-tensorflowjs-and-mobilenet-model-45e3a79a5876
[1] https://github.com/yoeo/guesslang

Top URLs in Tweet in G10:
[2] https://www.linkedin.com/slink?code=eEGwXGe2

Top Domains
Top Domains in Tweet in Entire Graph:
[5] stackoverflow.com
[4] youtube.com
[4] myjava.in
[3] linkedin.com
[3] visualstudio.com
[3] twitter.com
[2] medium.com
[1] github.com
[1] amazon.com
[1] manning.com

Top Domains in Tweet in G1:
[4] myjava.in

Top Domains in Tweet in G2:
[5] stackoverflow.com
[2] twitter.com
[1] discord.gg

Top Domains in Tweet in G3:
[1] amazon.com
[1] learnwithjason.dev
[1] youtube.com

Top Domains in Tweet in G4:
[1] manning.com
[1] medium.com

Top Domains in Tweet in G5:
[3] youtube.com
[1] tensorflow.org

Top Domains in Tweet in G8:
[3] visualstudio.com
[1] twitter.com

Top Domains in Tweet in G9:
[1] medium.com
[1] github.com

Top Domains in Tweet in G10:
[2] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[43] tensorflowjs
[33] tensorflow
[32] opensource
[32] mathlibrary
[26] javascript
[25] madewithtfjs
[14] superresolution
[11] machinelearning
[7] discord
[6] ai



Top Hashtags in Tweet in G1:
[28] tensorflow
[28] opensource
[28] mathlibrary
[5] tensorflowjs
[4] machinelearning
[4] neuralnetworks
[4] ai
[4] ml
[3] deeplearning
[3] python

Top Hashtags in Tweet in G2:
[18] madewithtfjs
[16] javascript
[16] tensorflowjs
[11] superresolution
[7] discord
[4] reactnative
[4] nodejs
[1] js
[1] webdev
[1] ai

Top Hashtags in Tweet in G3:
[8] tensorflowjs
[4] javascript
[4] madewithtfjs
[2] superresolution
[1] ai
[1] ml
[1] webdev

Top Hashtags in Tweet in G4:
[6] machinelearning
[4] tensorflow
[4] opensource
[4] mathlibrary
[2] javascript
[1] madewithtfjs
[1] react
[1] typescript
[1] pandas
[1] tensorflowjs

Top Hashtags in Tweet in G5:
[5] tensorflowjs
[3] javascript
[1] madewithtfjs

Top Hashtags in Tweet in G6:
[2] tensorflowjs

Top Hashtags in Tweet in G8:
[3] tensorflowjs

Top Hashtags in Tweet in G9:
[1] tensorflowjs

Top Hashtags in Tweet in G10:
[2] datascientist
[2] vacature
[1] datascientists
[1] datascience
[1] machinelearning
[1] python
[1] scikitlearn
[1] tensorflowjs
[1] pytorch
[1] sparksql

Top Words
Top Words in Tweet in Entire Graph:
[43] #tensorflowjs
[33] #tensorflow
[32] #opensource
[32] library
[32] dataflow
[32] programming
[32] range
[32] tasks
[32] symbolic
[32] #mathlibrary

Top Words in Tweet in G1:
[28] #tensorflow
[28] #opensource
[28] library
[28] dataflow
[28] programming
[28] range
[28] tasks
[28] symbolic
[28] #mathlibrary
[16] software

Top Words in Tweet in G2:
[18] #madewithtfjs
[16] jason_mayes
[16] #javascript
[16] #tensorflowjs
[12] check
[11] perform
[11] #superresolution
[11] amazing
[10] writeup
[10] th

Top Words in Tweet in G3:
[8] #tensorflowjs
[8] book
[7] gantlaborde
[7] check
[6] next
[5] two
[5] favorite
[5] people
[5] sure
[5] bekahhw

Top Words in Tweet in G4:
[7] start
[7] liveproject
[6] web
[6] developer
[6] #machinelearning
[6] manningbooks
[6] 'human
[6] pose
[6] estimation
[5] andrejusb

Top Words in Tweet in G5:
[5] #tensorflowjs
[4] tensorflow
[3] fun
[3] love
[3] #javascript
[3] looking
[2] use
[2] bert
[2] right
[2] browser

Top Words in Tweet in G6:
[2] finally
[2] day
[2] came
[2] selected
[2] one
[2] fav
[2] projects
[2] #tensorflowjs
[2] possible

Top Words in Tweet in G7:
[2] adipolak
[2] come
[2] under
[2] love
[2] hear
[2] tensorflowjs
[2] web
[2] developers
[2] deployment
[2] deployments

Top Words in Tweet in G8:
[3] excellent
[3] support
[3] debugging
[3] machine
[3] learning
[3] using
[3] #tensorflowjs
[2] donjayamanne
[2] visualisations
[2] usi

Top Words in Tweet in G9:
[3] model
[2] tensorflowjs

Top Words in Tweet in G10:
[2] role
[2] senior
[2] data
[2] scientist
[2] location
[2] utrecht
[2] netherlands
[2] know
[2] more
[2] apply

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[32] #tensorflow,#opensource
[32] library,dataflow
[32] dataflow,programming
[32] programming,range
[32] range,tasks
[32] tasks,symbolic
[32] symbolic,#mathlibrary
[19] #javascript,#tensorflowjs
[19] #opensource,software
[19] software,library

Top Word Pairs in Tweet in G1:
[28] #tensorflow,#opensource
[28] library,dataflow
[28] dataflow,programming
[28] programming,range
[28] range,tasks
[28] tasks,symbolic
[28] symbolic,#mathlibrary
[16] #opensource,software
[16] software,library
[13] myteweb,#tensorflow

Top Word Pairs in Tweet in G2:
[15] #javascript,#tensorflowjs
[11] perform,#superresolution
[11] #superresolution,#javascript
[11] #tensorflowjs,check
[11] check,amazing
[11] amazing,#madewithtfjs
[10] jason_mayes,perform
[10] #madewithtfjs,writeup
[10] writeup,th
[7] #discord,social

Top Word Pairs in Tweet in G3:
[5] two,favorite
[5] favorite,people
[5] people,sure
[5] sure,check
[5] check,bekahhw
[5] bekahhw,jlengstorf
[5] jlengstorf,next
[5] next,friday
[5] friday,add
[5] add,calendar

Top Word Pairs in Tweet in G4:
[6] web,developer
[6] developer,start
[6] start,#machinelearning
[6] #machinelearning,manningbooks
[6] manningbooks,liveproject
[6] liveproject,'human
[6] 'human,pose
[6] pose,estimation
[5] andrejusb,web
[5] estimation,tens

Top Word Pairs in Tweet in G5:
[3] fun,love
[3] love,#javascript
[3] #javascript,tensorflow
[3] tensorflow,looking
[3] looking,#tensorflowjs
[2] use,bert
[2] bert,right
[2] right,browser
[2] browser,#tensorflowjs
[2] #tensorflowjs,experiment

Top Word Pairs in Tweet in G6:
[2] finally,day
[2] day,came
[2] came,selected
[2] selected,one
[2] one,fav
[2] fav,projects
[2] projects,#tensorflowjs
[2] #tensorflowjs,possible

Top Word Pairs in Tweet in G7:
[2] adipolak,come
[2] come,under
[2] under,love
[2] love,hear
[2] hear,tensorflowjs
[2] tensorflowjs,web
[2] web,developers
[2] developers,deployment

Top Word Pairs in Tweet in G8:
[3] excellent,support
[3] support,debugging
[3] debugging,machine
[3] machine,learning
[3] learning,using
[3] using,#tensorflowjs
[2] donjayamanne,excellent
[2] #tensorflowjs,visualisations
[2] visualisations,usi

Top Word Pairs in Tweet in G10:
[2] role,senior
[2] senior,data
[2] data,scientist
[2] scientist,location
[2] location,utrecht
[2] utrecht,netherlands
[2] netherlands,know
[2] know,more
[2] more,apply
[2] apply,#datascientist

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jason_mayes
@myteweb
@mytebox
@gantlaborde
@manningbooks
@tensorflow
@bekahhw
@jlengstorf
@andrejusb
@oreillymedia

Top Mentioned in G1:
@myteweb
@mytebox
@jason_mayes

Top Mentioned in G2:
@jason_mayes
@overflow_meme
@gantlaborde
@bekahhw
@jlengstorf

Top Mentioned in G3:
@gantlaborde
@bekahhw
@jlengstorf
@oreillymedia
@jason_mayes
@canumagdt
@eddiejaoude
@rocksetta
@tensorflow

Top Mentioned in G4:
@manningbooks
@andrejusb
@myteweb
@mytebox
@gutersohnpatric
@tensorflow

Top Mentioned in G5:
@tensorflow
@rocksetta

Top Mentioned in G6:
@carrycooldude
@devstucom
@kunalstwt

Top Mentioned in G7:
@akrsh24
@adipolak

Top Mentioned in G8:
@donjayamanne

Top Mentioned in G10:
@stafide

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@ipythonistabot
@discovertech3
@morolswediu
@coder_487
@ml_tweet_bot
@godfrey_g_
@_funbot
@the404code
@opensource_orgs

Top Tweeters in G1:
@ipythonistabot
@discovertech3
@opensource_orgs
@blkhwk0ps
@codewithtwitchi
@cont_learn
@jayeshmthakur
@manifattura40
@py_data_sci
@shybot7

Top Tweeters in G2:
@coder_487
@godfrey_g_
@the404code
@overflow_meme
@developerbot_v1
@scifryer2
@develop_mobile
@botfordev
@frontendlovebot
@p5tbot1

Top Tweeters in G3:
@morolswediu
@btcbee
@oreillymedia
@jlengstorf
@eddiejaoude
@svpino
@bekahhw
@gantlaborde
@pem___
@canumagdt

Top Tweeters in G4:
@_funbot
@elizabot9
@manningbooks
@edisonjsapps
@andrejusb
@pompeiavram
@toweih
@gutersohnpatric

Top Tweeters in G5:
@v_vashishta
@readtechhere
@rocksetta
@tensorflow
@istvan_design

Top Tweeters in G6:
@kunalstwt
@carrycooldude
@squads_geek
@devstucom

Top Tweeters in G7:
@austin_castel
@adipolak
@akrsh24

Top Tweeters in G8:
@ml_tweet_bot
@tarasnovak
@donjayamanne

Top Tweeters in G9:
@youtoy
@davatron5000
@dipankartnt

Top Tweeters in G10:
@chidambara09
@stafide


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