tensorflowjs, Twitter, 4/24/2022 7:18:56 AM, 275429


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tensorflowjs_2022-04-23_20-44-25.xlsx
tensorflowjs_2022-04-23_20-44-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 24, 2022
Short Description:
tensorflowjs via NodeXL https://bit.ly/3L5ITYZ
@jason_mayes
@kirkdborne
@this0499154500
@dansar39
@thecuriousluke
@pythonbot_
@andreaspsteiner
@myteweb
@loretoparisi
@dd_jessica_

Top hashtags:
#tensorflow
#tensorflowjs
#deeplearning
#javascript
#google
#research

Description:
Description
The graph represents a network of 145 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, 24 April 2022 at 03:44 UTC.

The requested start date was Sunday, 24 April 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 12-day, 19-hour, 42-minute period from Sunday, 10 April 2022 at 08:53 UTC to Saturday, 23 April 2022 at 04:36 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 : 145
Unique Edges : 81
Edges With Duplicates : 323
Total Edges : 404
Number of Edge Types : 5
Retweet : 141
MentionsInRetweet : 189
Mentions : 38
Tweet : 24
Replies to : 12
Self-Loops : 24
Reciprocated Vertex Pair Ratio : 0.0432432432432432
Reciprocated Edge Ratio : 0.0829015544041451
Connected Components : 9
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 125
Maximum Edges in a Connected Component : 379
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.049015
Graph Density : 0.00924329501915709
Modularity : 0.35677
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 145 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, 24 April 2022 at 03:44 UTC.

The requested start date was Sunday, 24 April 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 12-day, 19-hour, 42-minute period from Sunday, 10 April 2022 at 08:53 UTC to Saturday, 23 April 2022 at 04:36 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:
[33] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[30] https://thekevinscott.gumroad.com/l/dljsbook
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274606
[4] https://pythonprogramming.net/pong-ai-tensorflowjs-tutorial/
[2] https://emojiscavengerhunt.withgoogle.com/
[1] https://shamimabreaksstuff.hashnode.dev/diving-into-machine-learning-with-tensorflowjs-and-other-perks-of-my-outreachy-internship
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274922
[1] https://www.udemy.com/course/machine-learning-with-javascript/?irpid=2840738&ircid=5420&clickid=&irgwc=1
[1] https://twitter.com/i/web/status/1513646804587335682
[1] https://myjava.in/code/tensorflow-and-deep-learning.php

Top URLs in Tweet in G1:
[1] https://thekevinscott.gumroad.com/l/dljsbook
[1] https://docs.google.com/document/d/1zWBFbb8zrqMXsdKyyfax42LJQN6sLSUt1wbBcR7S7LQ/edit
[1] https://twitter.com/DLinRadiology/status/1276103948500381697
[1] https://phorhum.github.io/
[1] https://twitter.com/AndreasPSteiner/status/1514722383818543106
[1] https://twitter.com/i/web/status/1513646804587335682

Top URLs in Tweet in G2:
[27] https://thekevinscott.gumroad.com/l/dljsbook
[1] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs

Top URLs in Tweet in G4:
[1] https://shamimabreaksstuff.hashnode.dev/diving-into-machine-learning-with-tensorflowjs-and-other-perks-of-my-outreachy-internship
[1] https://www.udemy.com/course/machine-learning-with-javascript/?irpid=2840738&ircid=5420&clickid=&irgwc=1
[1] https://myjava.in/code/tensorflow-and-deep-learning.php
[1] https://developer.ibm.com/articles/compare-deep-learning-frameworks/

Top URLs in Tweet in G5:
[15] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274606
[2] https://thekevinscott.gumroad.com/l/dljsbook
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274922
[1] https://twitter.com/i/web/status/1513077758624157701

Top URLs in Tweet in G6:
[17] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1513842026886103040

Top URLs in Tweet in G9:
[4] https://pythonprogramming.net/pong-ai-tensorflowjs-tutorial/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[49] tensorflow
[42] tensorflowjs
[39] deeplearning
[34] javascript
[31] google
[31] research
[31] neuralnetworks
[19] ai
[16] machinelearning
[15] madewithtfjs



Top Hashtags in Tweet in G1:
[31] google
[31] research
[16] tensorflowjs
[11] madewithtfjs
[8] healthcare
[7] limber
[4] js
[4] webdev
[3] ai
[2] javascript

Top Hashtags in Tweet in G2:
[28] deeplearning
[28] javascript
[27] neuralnetworks
[4] machinelearning
[2] bigdata
[2] datascience
[2] ai
[2] webml
[2] tensorflow
[2] madewithtfjs

Top Hashtags in Tweet in G3:
[2] bibliotecas
[2] aprendizaje
[2] automático
[2] populares
[2] ai
[2] machinelearning
[2] rl
[2] tensorflowjs
[2] python
[1] ces2021ech

Top Hashtags in Tweet in G4:
[8] opensource
[8] tensorflowjs
[7] tensorflow
[7] ml
[7] ai
[6] deeplearning
[5] machinelearning
[5] framework
[3] datascience
[2] mathlibrary

Top Hashtags in Tweet in G5:
[18] tensorflow
[6] tensorflowjs
[4] ai
[4] machinelearning
[4] deeplearning
[3] healthcare
[2] python
[2] opensource
[2] framework
[2] ml

Top Hashtags in Tweet in G6:
[17] tensorflow

Top Hashtags in Tweet in G7:
[1] tensorflowjs

Top Hashtags in Tweet in G10:
[4] tensorflow
[4] tensorflowjs
[1] javascript
[1] python
[1] nodejs
[1] reactjs
[1] backend
[1] frontend
[1] webdeveloper
[1] webdesign

Top Words
Top Words in Tweet in Entire Graph:
[63] jason_mayes
[59] tensorflow
[54] javascript
[49] #tensorflow
[46] js
[44] kirkdborne
[42] #tensorflowjs
[39] #deeplearning
[37] ai
[35] see

Top Words in Tweet in G1:
[49] jason_mayes
[35] see
[34] 3d
[33] image
[33] model
[31] glad
[31] #google
[31] #research
[31] finally
[31] share

Top Words in Tweet in G2:
[28] #deeplearning
[28] #javascript
[28] kirkdborne
[27] hacker
[27] guide
[27] getting
[27] started
[27] #neuralnetworks
[26] #bigda
[4] #machinelearning

Top Words in Tweet in G3:
[2] #bibliotecas
[2] #aprendizaje
[2] #automático
[2] #populares
[2] 2014
[2] 2020
[2] #ai
[2] #machinelearning
[2] #rl
[2] #tensorflowjs

Top Words in Tweet in G4:
[16] learning
[11] machine
[9] javascript
[8] #opensource
[8] #tensorflowjs
[7] tensorflowjs
[7] #tensorflow
[7] #ml
[7] #ai
[6] outreachy

Top Words in Tweet in G5:
[28] tensorflow
[19] javascript
[18] #tensorflow
[17] js
[16] pythonbot_
[15] google
[15] ai
[15] developers
[13] kirkdborne
[11] jason_mayes

Top Words in Tweet in G6:
[17] google
[17] ai
[17] javascript
[17] developers
[17] tensorflow
[17] js
[17] #tensorflow
[8] pythonbot_

Top Words in Tweet in G9:
[4] train
[4] ai
[4] play
[4] pong
[4] gt
[4] watch
[4] python
[4] tutorial
[3] unistuttgartnav

Top Words in Tweet in G10:
[8] learning
[4] tensorflow
[4] js
[4] powerful
[4] machine
[4] javascript
[4] 1st
[4] edition
[4] gant
[4] laborde

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[43] tensorflow,js
[33] 3d,model
[32] google,ai
[32] ai,javascript
[32] javascript,developers
[32] developers,tensorflow
[32] js,#tensorflow
[31] glad,see
[31] see,#google
[31] #google,#research

Top Word Pairs in Tweet in G1:
[33] 3d,model
[31] glad,see
[31] see,#google
[31] #google,#research
[31] #research,finally
[31] finally,share
[31] share,takes
[31] takes,single
[31] single,image
[31] image,human

Top Word Pairs in Tweet in G2:
[27] #deeplearning,#javascript
[27] #javascript,hacker
[27] hacker,guide
[27] guide,getting
[27] getting,started
[27] started,#neuralnetworks
[26] kirkdborne,#deeplearning
[26] #neuralnetworks,#bigda
[3] learn,tensorflow
[3] tensorflow,js

Top Word Pairs in Tweet in G3:
[2] #bibliotecas,#aprendizaje
[2] #aprendizaje,#automático
[2] #automático,#populares
[2] #populares,2014
[2] 2014,2020
[2] 2020,#ai
[2] #ai,#machinelearning
[2] #machinelearning,#rl
[2] #rl,#tensorflowjs
[2] #tensorflowjs,#python

Top Word Pairs in Tweet in G4:
[11] machine,learning
[5] tensorflow,open
[5] open,source
[5] source,deep
[5] deep,learning
[5] learning,framework
[5] framework,#tensorflow
[5] #tensorflow,#tensorflowjs
[5] #tensorflowjs,#opensource
[5] #opensource,#deeplearning

Top Word Pairs in Tweet in G5:
[17] tensorflow,js
[15] pythonbot_,google
[15] google,ai
[15] ai,javascript
[15] javascript,developers
[15] developers,tensorflow
[15] js,#tensorflow
[9] tensorflowjs,nodexl
[9] nodexl,jason_mayes
[8] jason_mayes,tensorflow

Top Word Pairs in Tweet in G6:
[17] google,ai
[17] ai,javascript
[17] javascript,developers
[17] developers,tensorflow
[17] tensorflow,js
[17] js,#tensorflow
[8] pythonbot_,google

Top Word Pairs in Tweet in G9:
[4] train,ai
[4] ai,play
[4] play,pong
[4] pong,gt
[4] gt,watch
[4] watch,python
[4] python,tutorial
[3] unistuttgartnav,train

Top Word Pairs in Tweet in G10:
[4] learning,tensorflow
[4] tensorflow,js
[4] js,powerful
[4] powerful,machine
[4] machine,learning
[4] learning,javascript
[4] javascript,1st
[4] 1st,edition
[4] edition,gant
[4] gant,laborde

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jason_mayes
@kirkdborne
@pythonbot_
@tensorflow
@_vsaw
@bot_tensorflow
@myteweb
@this0499154500
@shybot7
@y

Top Mentioned in G1:
@jason_mayes
@kirkdborne
@andreaspsteiner
@golan

Top Mentioned in G2:
@kirkdborne
@jason_mayes
@edxonline

Top Mentioned in G3:
@dansar39
@mdrechsler
@kalydeoo
@ssmehta1758
@atalayha
@frronconi
@m1ssl1ngu1st
@lindagrass0
@mvollmer1
@margaretsiegien

Top Mentioned in G4:
@myteweb
@outreachy
@dd_jessica_
@shamimahossai13
@kirkdborne
@dansar39
@jason_mayes

Top Mentioned in G5:
@pythonbot_
@kirkdborne
@jason_mayes
@tensorflow
@_vsaw
@bot_tensorflow
@this0499154500
@shybot7
@y
@dansar39

Top Mentioned in G6:
@pythonbot_

Top Mentioned in G7:
@pbaylies
@wjaskowski
@andreaspsteiner
@nodejs

Top Mentioned in G8:
@10_tomisin
@etienejames5
@coder_blvck

Top Mentioned in G9:
@unistuttgartnav

Top Mentioned in G10:
@alienroom

Top Tweeters
Top Tweeters in Entire Graph:
@xaelbot
@codedailybot
@javascriptd
@jfsebastian146
@fabriciosx
@hubofml
@ml_tweet_bot
@botsecx
@opensource_orgs
@education_24x7

Top Tweeters in G1:
@education_24x7
@fullnam35087976
@brainroaring
@muktabh
@frontendlovebot
@mobilon
@marie_haynes
@alexjc
@viviane41861305
@vikram_tiwari

Top Tweeters in G2:
@xaelbot
@codedailybot
@jfsebastian146
@ricardo_ik_ahau
@goaidev
@jayeshmthakur
@hernangraffe
@kirkdborne
@pmprouk
@_oliviabot

Top Tweeters in G3:
@mdrechsler
@mvollmer1
@k2020cat
@kalydeoo
@ssmehta1758
@frronconi
@paula_piccard
@atalayha
@dansar39
@margaretsiegien

Top Tweeters in G4:
@javascriptd
@fabriciosx
@hubofml
@ml_tweet_bot
@opensource_orgs
@blkhwk0ps
@py_data_sci
@askn0b0dy
@dd_jessica_
@outreachy

Top Tweeters in G5:
@botsecx
@thecuriousluke
@advanceml
@xeronbot
@shybot7
@bot_tensorflow
@this0499154500
@_vsaw
@tensorflow
@y

Top Tweeters in G6:
@dirac7
@pythonbot_
@samadovaabditch
@chrizamin
@fernandoavanzo
@fchagassjr

Top Tweeters in G7:
@loretoparisi
@pbaylies
@nodejs
@giffmana
@wjaskowski
@andreaspsteiner

Top Tweeters in G8:
@coder_blvck
@10_tomisin
@etienejames5
@kayzmann1
@bregoh

Top Tweeters in G9:
@spacegeodesy
@unistuttgartnav
@esslingenmaker
@mlugs_de

Top Tweeters in G10:
@rosiaxbot
@bot0374401890
@jamesothniel
@alienroom