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tensorflowjs_2022-05-14_20-44-25.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 15, 2022
Short Description:
tensorflowjs via NodeXL https://bit.ly/3FMF49e
@jason_mayes
@goaidev
@miketamir
@submarineering
@gantlaborde
@thecuriousluke
@javierluraschi
@alienroomlatam
@hubofml
@sprint_code

Top hashtags:
#tensorflowjs
#googleio
#madewithtfjs
#machinelearning
#webml
#io2022
#ai

Description:
Description
The graph represents a network of 213 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, 15 May 2022 at 03:44 UTC.

The requested start date was Sunday, 15 May 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, 22-hour, 33-minute period from Sunday, 01 May 2022 at 00:32 UTC to Friday, 13 May 2022 at 23:06 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 : 213
Unique Edges : 108
Edges With Duplicates : 413
Total Edges : 521
Number of Edge Types : 5
Retweet : 189
MentionsInRetweet : 211
Replies to : 41
Mentions : 36
Tweet : 44
Self-Loops : 45
Reciprocated Vertex Pair Ratio : 0.0344827586206897
Reciprocated Edge Ratio : 0.0666666666666667
Connected Components : 19
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 180
Maximum Edges in a Connected Component : 488
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.165902
Graph Density : 0.00531490831783152
Modularity : 0.354277
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 213 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, 15 May 2022 at 03:44 UTC.

The requested start date was Sunday, 15 May 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, 22-hour, 33-minute period from Sunday, 01 May 2022 at 00:32 UTC to Friday, 13 May 2022 at 23:06 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:
[34] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[14] https://www.youtube.com/playlist?list=PLQY2H8rRoyvzSZZuF0qJpoJxZR1NgzcZw

[8] https://twinybots.ch/
[7] https://www.eventbrite.com/e/google-diversity-road-to-tensorflowjs-old-street-friday-27th-of-may-tickets-328996115237
[4] https://dev.to/logicdudes/using-tensorflowjs-harperdb-for-machine-learning-1me1
[3] https://twitter.com/TensorFlow/status/1524102127735422977
[3] https://twitter.com/jason_mayes/status/1524781206868459528
[3] https://notebooks.hal9.com
[3] https://io.google/2022/speakers/jason-mayes/
[2] https://blog.tensorflow.org/2022/05/portrait-depth-api-turning-single-image.html?linkId=8063793

Top URLs in Tweet in G1:
[14] https://www.youtube.com/playlist?list=PLQY2H8rRoyvzSZZuF0qJpoJxZR1NgzcZw

[3] https://io.google/2022/speakers/jason-mayes/
[2] https://twitter.com/TensorFlow/status/1524102127735422977
[2] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[1] https://towardsdatascience.com/deploy-a-pre-trained-tensorflow-js-model-using-node-in-cloud-run-91875693911
[1] https://github.com/jasonmayes/Real-Time-Person-Removal
[1] https://io.google/2022/program/15ce0820-2262-44c8-b547-c547730d02e4/
[1] https://io.google/2022/program/bb516805-1a32-4396-9b13-fedf635cbeb7/
[1] https://www.linkedin.com/newsletters/tensorflow-js-monthly-6895540524061736960
[1] https://youtu.be/GbgjafMdAIs

Top URLs in Tweet in G2:
[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 G3:
[12] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[1] https://dormoshe.io/trending-news/using-tensorflowjs-harperdb-for-machine-learning-1me1-49217?utm_source=twitter&utm_campaign=twitter

Top URLs in Tweet in G4:
[11] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs

Top URLs in Tweet in G5:
[1] https://twitter.com/TensorFlow/status/1524102127735422977
[1] https://blog.tensorflow.org/2022/05/portrait-depth-api-turning-single-image.html?linkId=8063793
[1] https://twitter.com/jason_mayes/status/1524110708316663808

Top URLs in Tweet in G6:
[3] https://twitter.com/jason_mayes/status/1524781206868459528
[1] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[1] https://notebooks.hal9.com
[1] https://codelabs.developers.google.com/tensorflowjs-coral-tflite-node#5

Top URLs in Tweet in G7:
[8] https://twinybots.ch/
[8] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[1] https://mailchi.mp/26ff60c85a6b/thebook-deeplearning-with-tensorflowjs

Top URLs in Tweet in G8:
[2] https://hal9.com
[2] https://notebooks.hal9.com
[1] https://news.hal9.ai/posts/data-science-with-javascript
[1] https://twitter.com/anacondainc/status/1520447158603890691

Top URLs in Tweet in G9:
[6] https://www.eventbrite.com/e/google-diversity-road-to-tensorflowjs-old-street-friday-27th-of-may-tickets-328996115237

Top URLs in Tweet in G10:
[1] https://gdg.community.dev/events/details/google-gdg-nyc-presents-google-io-extended-at-samsung-nyc-developers-connect-learn/

Top Domains
Top Domains in Tweet in Entire Graph:
[34] edx.org
[17] youtube.com
[10] twitter.com
[8] twinybots.ch
[7] eventbrite.com
[6] io.google
[5] hal9.com
[4] dev.to
[3] github.com
[2] tensorflow.org

Top Domains in Tweet in G1:
[16] youtube.com
[6] io.google
[3] twitter.com
[2] googleapis.com
[2] edx.org
[1] towardsdatascience.com
[1] github.com
[1] linkedin.com
[1] youtu.be
[1] tensorflow.org

Top Domains in Tweet in G2:
[1] amazon.com

Top Domains in Tweet in G3:
[12] edx.org
[1] dormoshe.io

Top Domains in Tweet in G4:
[11] edx.org

Top Domains in Tweet in G5:
[2] twitter.com
[1] tensorflow.org

Top Domains in Tweet in G6:
[3] twitter.com
[1] edx.org
[1] hal9.com
[1] google.com

Top Domains in Tweet in G7:
[8] twinybots.ch
[8] edx.org
[1] mailchi.mp

Top Domains in Tweet in G8:
[4] hal9.com
[1] hal9.ai
[1] twitter.com

Top Domains in Tweet in G9:
[6] eventbrite.com

Top Domains in Tweet in G10:
[1] community.dev

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[161] tensorflowjs
[72] googleio
[61] madewithtfjs
[51] machinelearning
[49] webml
[48] io2022
[45] ai
[31] tensorflow
[24] deeplearning
[23] javascript



Top Hashtags in Tweet in G1:
[85] tensorflowjs
[49] googleio
[42] madewithtfjs
[32] webml
[32] io2022
[11] javascript
[10] webdev
[10] js
[10] ai
[9] ml

Top Hashtags in Tweet in G2:
[10] tensorflowjs
[10] ai
[2] ml
[2] googleio
[1] javascript
[1] io2022
[1] madewithtfjs
[1] webml
[1] newsletter

Top Hashtags in Tweet in G3:
[15] machinelearning
[12] ai
[12] deeplearning
[3] webdev
[3] web
[3] dormosheio
[3] tutorial
[3] beginners
[1] datascience
[1] madewithtfjs

Top Hashtags in Tweet in G4:
[21] tensorflow
[16] tensorflowjs
[3] io2022
[3] webml
[2] googleio
[2] madewithtfjs
[2] io22
[1] javascript
[1] python
[1] nodejs

Top Hashtags in Tweet in G5:
[10] tensorflowjs
[9] opensource
[8] portraitdepthapi
[8] madewithtfjs
[8] 3dphoto
[8] googleio
[8] io2022
[7] python
[7] pyscript
[7] pydata

Top Hashtags in Tweet in G6:
[12] tensorflowjs
[8] machinelearning
[7] webml
[5] ai
[4] artificialintelligence
[2] bigdata
[2] datascience
[2] deeplearning
[2] tensorflow
[2] javascript

Top Hashtags in Tweet in G7:
[8] deeplearning
[8] learning
[8] machinelearning

Top Hashtags in Tweet in G8:
[4] pyscript
[3] tensorflowjs
[2] pycon2022
[2] pycon
[2] serverless
[2] machinelearning
[2] javascript

Top Hashtags in Tweet in G9:
[7] tensorflowjs
[6] womenintech

Top Hashtags in Tweet in G10:
[5] tensorflowjs
[3] googleio
[3] madewithtfjs
[1] web
[1] machinelearning
[1] webml
[1] ai
[1] tsjs
[1] javascript
[1] ioextended

Top Words
Top Words in Tweet in Entire Graph:
[161] #tensorflowjs
[108] jason_mayes
[89] check
[72] #googleio
[65] tensorflow
[64] js
[61] #madewithtfjs
[52] growing
[51] #machinelearning
[51] learn

Top Words in Tweet in G1:
[85] #tensorflowjs
[64] jason_mayes
[55] check
[49] #googleio
[44] growing
[42] #madewithtfjs
[37] fast
[35] learn
[32] #webml
[32] #io2022

Top Words in Tweet in G2:
[11] more
[10] #tensorflowjs
[10] #ai
[10] video
[10] things
[10] gantlaborde
[9] coolest
[9] use
[9] seen
[9] surveillance

Top Words in Tweet in G3:
[15] #machinelearning
[12] google
[12] ai
[12] javascript
[12] developers
[12] tensorflow
[12] js
[12] #ai
[12] #deeplearning
[11] miketamir

Top Words in Tweet in G4:
[21] tensorflow
[21] js
[21] javascript
[21] #tensorflow
[20] learning
[16] #tensorflowjs
[11] google
[11] ai
[11] developers
[10] powerful

Top Words in Tweet in G5:
[10] #tensorflowjs
[9] #opensource
[8] check
[8] latest
[8] #portraitdepthapi
[8] #madewithtfjs
[8] turns
[8] single
[8] image
[8] #3dphoto

Top Words in Tweet in G6:
[13] jason_mayes
[12] #tensorflowjs
[8] #machinelearning
[8] browser
[8] gt
[8] learn
[7] #webml
[6] web
[6] video
[6] models

Top Words in Tweet in G7:
[9] tensorflow
[9] js
[8] google
[8] ai
[8] javascript
[8] developers
[8] #deeplearning
[8] #learning
[8] #machinelearning

Top Words in Tweet in G8:
[5] excited
[4] #pyscript
[3] apps
[3] #tensorflowjs
[2] hal9ai
[2] pyscript_dev
[2] #pycon2022
[2] try
[2] supports
[2] allows

Top Words in Tweet in G9:
[7] check
[7] #tensorflowjs
[7] london
[6] #womenintech
[6] event
[6] happening
[6] 27
[6] reduce
[5] coderinheels
[2] face

Top Words in Tweet in G10:
[5] jason_mayes
[5] #tensorflowjs
[3] blv
[3] google
[3] come
[3] learn
[3] #googleio
[3] talks
[3] go
[3] live

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[62] tensorflow,js
[42] check,#tensorflowjs
[41] growing,fast
[33] google,ai
[33] ai,javascript
[33] javascript,developers
[33] developers,tensorflow
[30] #webml,growing
[28] come,learn
[28] check,#madewithtfjs

Top Word Pairs in Tweet in G1:
[37] growing,fast
[28] check,#tensorflowjs
[26] #webml,growing
[25] come,learn
[24] check,#madewithtfjs
[24] learn,#tensorflowjs
[21] #madewithtfjs,inspiration
[21] shout,questions
[19] web,ml
[18] #tensorflowjs,team

Top Word Pairs in Tweet in G2:
[9] coolest,use
[9] use,#ai
[9] #ai,seen
[9] seen,video
[9] video,surveillance
[9] surveillance,summary
[9] summary,expect
[9] expect,more
[9] more,impressive
[9] impressive,things

Top Word Pairs in Tweet in G3:
[12] google,ai
[12] ai,javascript
[12] javascript,developers
[12] developers,tensorflow
[12] tensorflow,js
[12] js,#ai
[12] #ai,#deeplearning
[12] #deeplearning,#machinelearning
[11] miketamir,google
[11] #machinelearning,#datascien

Top Word Pairs in Tweet in G4:
[21] tensorflow,js
[11] google,ai
[11] ai,javascript
[11] javascript,developers
[11] developers,tensorflow
[11] js,#tensorflow
[10] learning,tensorflow
[10] js,powerful
[10] powerful,machine
[10] machine,learning

Top Word Pairs in Tweet in G5:
[8] check,latest
[8] latest,#opensource
[8] #opensource,#portraitdepthapi
[8] #portraitdepthapi,#madewithtfjs
[8] #madewithtfjs,turns
[8] turns,single
[8] single,image
[8] image,#3dphoto
[8] #3dphoto,#googleio
[8] #googleio,#io2022

Top Word Pairs in Tweet in G6:
[5] update,video
[5] tensorflow,js
[4] #artificialintelligence,#machinelearning
[4] #machinelearning,happens
[4] happens,directly
[4] directly,browser
[4] browser,device
[4] device,going
[4] going,huge
[4] huge,part

Top Word Pairs in Tweet in G7:
[9] tensorflow,js
[8] google,ai
[8] ai,javascript
[8] javascript,developers
[8] developers,tensorflow
[8] #deeplearning,#learning
[7] js,#deeplearning
[7] #learning,#machinelearning

Top Word Pairs in Tweet in G8:
[2] excited,pyscript_dev
[2] pyscript_dev,#pycon2022
[2] #pycon2022,try
[2] try,supports
[2] supports,#pyscript
[2] #pyscript,allows
[2] allows,make
[2] make,use
[2] excited,#pycon
[2] #pycon,#pyscript

Top Word Pairs in Tweet in G9:
[7] check,#tensorflowjs
[6] #womenintech,check
[6] #tensorflowjs,event
[6] event,happening
[6] happening,london
[6] london,27
[6] 27,reduce
[5] coderinheels,#womenintech

Top Word Pairs in Tweet in G10:
[3] jason_mayes,blv
[3] blv,google
[3] google,come
[3] come,learn
[3] learn,#tensorflowjs
[3] #tensorflowjs,#googleio
[3] #googleio,talks
[3] talks,go
[3] go,live
[3] live,thursday

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jason_mayes
@miketamir
@gantlaborde
@linkedin
@alienroomlatam
@pythonbot_
@submarineering
@duruofei
@kirkdborne
@google

Top Mentioned in G1:
@jason_mayes
@linkedin
@google
@womentechmakers
@youtoy
@miketamir
@kirkdborne
@tree_industries
@gdg_nyc
@margo_hdb

Top Mentioned in G2:
@gantlaborde
@jason_mayes
@oreillymedia
@devstucom
@kunalstwt
@linkedin
@carrycooldude

Top Mentioned in G3:
@miketamir
@mltrendss
@jason_mayes
@linkedin

Top Mentioned in G4:
@alienroomlatam
@jason_mayes
@pythonbot_

Top Mentioned in G5:
@duruofei
@submarineering
@alienroomlatam

Top Mentioned in G6:
@jason_mayes
@kirkdborne
@tree_industries
@ningxinhu
@gantlaborde
@edxonline
@gdg_nyc
@javierluraschi
@submarineering
@linkedin

Top Mentioned in G8:
@hal9ai
@pyscript_dev
@d3js_org
@pyodide
@erc_bk
@javierluraschi

Top Mentioned in G9:
@coderinheels
@jason_mayes

Top Mentioned in G10:
@jason_mayes
@blv
@google
@gdg_nyc

Top Tweeters
Top Tweeters in Entire Graph:
@xaelbot
@codedailybot
@codernotesbot
@fabriciosx
@hubofml
@ml_tweet_bot
@opensource_orgs
@education_24x7
@calcaware
@codewithtwitchi

Top Tweeters in G1:
@fabriciosx
@hubofml
@calcaware
@kiruti
@brainroaring
@googlechrome
@p5tbot1
@brendaneich
@wfryer
@2yuyaogwcjvbqgz

Top Tweeters in G2:
@oreillymedia
@callme__tori
@joevans0
@kunalstwt
@gantlaborde
@carrycooldude
@sujinleeme
@jondot
@gba_rom300
@devstucom

Top Tweeters in G3:
@thecuriousluke
@_jakashi
@webtrendsss
@amishjt
@miketamir
@omnipotentxiii
@fraxavier1
@iamisamusa
@deeplearning901
@mltrendss

Top Tweeters in G4:
@codernotesbot
@ml_tweet_bot
@blkhwk0ps
@py_data_sci
@pythonbot_
@shybot7
@jsfairy
@bot_tensorflow
@askamrobert
@ggomez52

Top Tweeters in G5:
@xaelbot
@codedailybot
@opensource_orgs
@codewithtwitchi
@pythonroboto
@openscitalk
@whoismikey
@battleaxevr
@submarineering
@duruofei

Top Tweeters in G6:
@education_24x7
@goaidev
@manifattura40
@kirkdborne
@developerkc
@edxonline
@pgc
@tree_industries
@nidhisi33339466
@ningxinhu

Top Tweeters in G7:
@pawansomanchi
@sajidmirza
@hackingdom_io
@aisear_ch
@iralujan1
@naikrd
@vadernauts
@gdata_partners
@gilbutitbook

Top Tweeters in G8:
@serverlessfan
@javierluraschi
@emilyriederer
@erc_bk
@d3js_org
@hal9ai
@pyodide
@pyscript_dev

Top Tweeters in G9:
@botfemale
@sprint_code
@coderinheels
@techknowday
@gdglondon
@wtmlondon_

Top Tweeters in G10:
@google
@blv
@lindakovacsart
@el_ateifsara
@gdg_nyc


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