tensorflowjs, Twitter, 4/18/2021 10:08:10 AM, 253010


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tensorflowjs_2021-04-17_20-46-40.xlsx
tensorflowjs_2021-04-17_20-46-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 18, 2021
Short Description:
tensorflowjs via NodeXL https://bit.ly/3sqVmMQ
@jason_mayes
@emilyxxie
@godfrey_g_
@damiansire
@discovertech3
@iotworlds
@manningbooks
@the404code
@maxbill_design
@py_data_sci

Top hashtags:
#tensorflowjs
#machinelearning
#tensorflow
#javascript
#ai
#googleio
#ml

Description:
Description
The graph represents a network of 122 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, 18 April 2021 at 03:46 UTC.

The requested start date was Sunday, 18 April 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, 5-hour, 54-minute period from Sunday, 04 April 2021 at 03:46 UTC to Saturday, 17 April 2021 at 09:40 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 : 122
Unique Edges : 53
Edges With Duplicates : 225
Total Edges : 278
Number of Edge Types : 5
Tweet : 32
Retweet : 110
MentionsInRetweet : 122
Replies to : 2
Mentions : 12
Self-Loops : 32
Reciprocated Vertex Pair Ratio : 0.0234375
Reciprocated Edge Ratio : 0.0458015267175573
Connected Components : 15
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 93
Maximum Edges in a Connected Component : 234
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 5.198305
Graph Density : 0.00887413629589487
Modularity : 0.445364
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 122 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, 18 April 2021 at 03:46 UTC.

The requested start date was Sunday, 18 April 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, 5-hour, 54-minute period from Sunday, 04 April 2021 at 03:46 UTC to Saturday, 17 April 2021 at 09:40 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:
[9] https://developer.ibm.com/technologies/artificial-intelligence/tutorials/building-a-machine-learning-node-for-node-red-using-tensorflowjs/
[7] https://medium.com/@hoangdv/image-classification-api-with-nodejs-tensorflowjs-and-mobilenet-model-45e3a79a5876?_branch_match_id=link-910548857645395108
[6] https://www.manning.com/dotd?utm_source=twitter&utm_medium=organic&utm_campaign=dotd_04_15_21
[6] https://hackernoon.com/we-built-a-face-and-mask-detection-web-app-for-google-chrome-836n33aq
[5] https://www.kdnuggets.com/2020/06/6-easy-steps-implement-computer-vision-application-tensorflow-js.html
[4] https://www.linkedin.com/slink?code=dRWFDX7
[4] https://codelabs.developers.google.com/codelabs/tensorflowjs-convert-python-savedmodel#
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fjavascript.plainenglish.io%2Fsimple-smoothing-for-posenet-keypoints-cd1bc57f5872
[2] https://b.hatena.ne.jp/-/redirect?code=5e4352517750523477203f727720527d4d203b5177433f59&location_id=4684434535950399330&signature=9db1afe099d7560709f8ea26d478cc8e76a42eecf2867c68683cb6fe0fa9994d
[1] https://github.com/tensorflow/tfjs-models/tree/master/face-landmarks-detection

Top URLs in Tweet in G1:
[1] https://github.com/jasonmayes/Real-Time-Person-Removal
[1] https://deno.land/posts/v1.8
[1] https://github.com/Yuheng-Li/MixNMatch
[1] https://events.google.com/io/?lng=en
[1] https://twitter.com/i/web/status/1382045333857914884
[1] https://twitter.com/i/web/status/1382364619159797763
[1] https://twitter.com/i/web/status/1382055903034232839

Top URLs in Tweet in G2:
[1] https://www.meetup.com/es/node_co/events/277160045/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DaxIzQAWX3ac&q=EgS4SO-bGKTX7oMGIhkA8aeDS8HejBHxyUFNnbMyFKEEBa7iKePXMgFy
[1] https://twitter.com/i/web/status/1382459438259388418
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DaxIzQAWX3ac%26ab_channel%3DThisDotMedia&q=EgS4SO-bGKTX7oMGIhkA8aeDSx60BkOUObtigvxQuH50VfxWCneEMgFy

Top URLs in Tweet in G3:
[9] https://developer.ibm.com/technologies/artificial-intelligence/tutorials/building-a-machine-learning-node-for-node-red-using-tensorflowjs/
[1] https://twitter.com/i/web/status/1383208623040565248
[1] https://twitter.com/i/web/status/1383065187075432454
[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://hackernoon.com/we-built-a-face-and-mask-detection-web-app-for-google-chrome-836n33aq

Top URLs in Tweet in G4:
[1] https://monalisaeffect.com/

Top URLs in Tweet in G5:
[7] https://medium.com/@hoangdv/image-classification-api-with-nodejs-tensorflowjs-and-mobilenet-model-45e3a79a5876?_branch_match_id=link-910548857645395108
[5] https://www.manning.com/dotd?utm_source=twitter&utm_medium=organic&utm_campaign=dotd_04_15_21
[4] https://www.linkedin.com/slink?code=dRWFDX7
[3] https://codelabs.developers.google.com/codelabs/tensorflowjs-convert-python-savedmodel#
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fjavascript.plainenglish.io%2Fsimple-smoothing-for-posenet-keypoints-cd1bc57f5872
[1] https://hackernoon.com/we-built-a-face-and-mask-detection-web-app-for-google-chrome-836n33aq

Top URLs in Tweet in G6:
[5] https://www.kdnuggets.com/2020/06/6-easy-steps-implement-computer-vision-application-tensorflow-js.html
[1] https://www.manning.com/dotd?utm_source=twitter&utm_medium=organic&utm_campaign=dotd_04_15_21
[1] https://codelabs.developers.google.com/codelabs/tensorflowjs-convert-python-savedmodel#
[1] https://codelabs.developers.google.com/codelabs/tensorflowjs-convert-python-savedmodel

Top URLs in Tweet in G7:
[1] https://developers-jp.googleblog.com/2020/04/tensorflowjs-bert.html
[1] https://stackoverflow.com/questions/67015110/trying-to-detect-multiple-wrist-positions-using-posenet
[1] https://emojiscavengerhunt.withgoogle.com/
[1] https://ai-fyi.com/
[1] https://twitter.com/i/web/status/1382707785800900608
[1] https://github.com/tensorflow/tfjs-models/tree/master/face-landmarks-detection
[1] https://twitter.com/greweb/status/1383189418228465664

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1382241089080471552

Top URLs in Tweet in G9:
[4] https://hackernoon.com/we-built-a-face-and-mask-detection-web-app-for-google-chrome-836n33aq

Top Domains
Top Domains in Tweet in Entire Graph:
[9] twitter.com
[9] ibm.com
[9] medium.com
[9] google.com
[6] manning.com
[6] hackernoon.com
[5] kdnuggets.com
[4] github.com
[4] linkedin.com
[2] ne.jp

Top Domains in Tweet in G1:
[3] twitter.com
[2] github.com
[1] deno.land
[1] google.com

Top Domains in Tweet in G2:
[2] google.com
[1] meetup.com
[1] twitter.com

Top Domains in Tweet in G3:
[9] ibm.com
[2] twitter.com
[1] amazon.com
[1] hackernoon.com

Top Domains in Tweet in G4:
[1] monalisaeffect.com

Top Domains in Tweet in G5:
[9] medium.com
[5] manning.com
[4] linkedin.com
[3] google.com
[1] hackernoon.com

Top Domains in Tweet in G6:
[5] kdnuggets.com
[2] google.com
[1] manning.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] googleblog.com
[1] stackoverflow.com
[1] withgoogle.com
[1] ai-fyi.com
[1] github.com

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

Top Domains in Tweet in G9:
[4] hackernoon.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[50] tensorflowjs
[37] machinelearning
[29] tensorflow
[20] javascript
[14] ai
[12] googleio
[11] ml
[10] node
[9] tutorial
[9] madewithtfjs



Top Hashtags in Tweet in G1:
[12] tensorflowjs
[9] googleio
[8] ml
[7] madewithtfjs
[7] machinelearning
[5] hacked
[3] js
[2] javascript
[2] webdev
[2] tensorflow

Top Hashtags in Tweet in G2:
[3] inteligenciaartificial
[3] tensorflowjs
[3] angular
[1] meetup
[1] ngrosario

Top Hashtags in Tweet in G3:
[11] tensorflowjs
[10] machinelearning
[9] node
[9] tensorflow
[9] tutorial
[5] itnext
[5] javascript
[3] expressjs
[2] ai
[1] nodejs

Top Hashtags in Tweet in G4:
[2] tensorflowjs
[1] machinelearning
[1] ai
[1] deeplearning
[1] art
[1] tensorflow
[1] creativecoding
[1] googleio

Top Hashtags in Tweet in G5:
[13] machinelearning
[13] tensorflow
[10] tensorflowjs
[4] mlops
[4] ai
[4] javascript
[2] posenet
[2] p5js
[2] programming
[1] tensorflow2

Top Hashtags in Tweet in G6:
[5] ai
[3] tensorflow
[2] python
[2] tensorflowjs
[1] datascience
[1] machinelearning
[1] deeplearning
[1] computervision
[1] javascript
[1] facemesh

Top Hashtags in Tweet in G7:
[3] tensorflowjs
[1] reactjs
[1] javascript
[1] aiexperiments
[1] aiart

Top Hashtags in Tweet in G8:
[3] javascript
[3] 100daysofcode
[3] code
[3] app
[3] contactless
[3] shopping

Top Hashtags in Tweet in G9:
[4] javascript
[4] tensorflowjs
[1] face

Top Hashtags in Tweet in G10:
[2] tensorflowjs

Top Words
Top Words in Tweet in Entire Graph:
[50] #tensorflowjs
[43] js
[43] tensorflow
[37] #machinelearning
[29] #tensorflow
[24] node
[23] tensorflowjs
[21] app
[21] jason_mayes
[20] #javascript

Top Words in Tweet in G1:
[14] jason_mayes
[12] #tensorflowjs
[10] latest
[10] join
[9] #googleio
[9] year
[9] shall
[9] giving
[9] updates
[8] #ml

Top Words in Tweet in G2:
[16] damiansire
[13] recuerden
[13] hoy
[13] voy
[13] estar
[13] dando
[13] charla
[13] node
[13] colombia
[13] misma

Top Words in Tweet in G3:
[11] #tensorflowjs
[10] #machinelearning
[10] using
[9] build
[9] node
[9] #node
[9] red
[9] #tensorflow
[9] js
[9] great

Top Words in Tweet in G4:
[15] made
[14] urban
[14] legend
[14] mona
[14] lisa
[14] eyes
[14] follow
[14] move
[14] around
[14] room

Top Words in Tweet in G5:
[13] #machinelearning
[13] #tensorflow
[11] tensorflow
[10] #tensorflowjs
[7] image
[7] classification
[7] api
[7] nodejs
[7] tensorflowjs
[7] mobilenet

Top Words in Tweet in G6:
[22] tensorflow
[21] js
[8] convert
[8] python
[8] savedmodel
[8] format
[7] google
[7] developers
[7] googledevs
[6] icymi_py

Top Words in Tweet in G7:
[3] tensorflowjs
[3] #tensorflowjs
[2] write
[2] know
[2] make
[2] using
[2] python
[2] learn
[2] gt

Top Words in Tweet in G8:
[3] #javascript
[3] #100daysofcode
[3] status
[3] very
[3] inactive
[3] posting
[3] progress
[3] finished
[3] js
[3] course

Top Words in Tweet in G9:
[5] mask
[5] detection
[4] built
[4] face
[4] web
[4] app
[4] google
[4] chrome
[4] #javascript
[4] #tensorflowjs

Top Words in Tweet in G10:
[2] see
[2] tweets
[2] combination
[2] wor
[2] ds
[2] #tensorflowjs
[2] cogeotiff
[2] starting
[2] think

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[31] tensorflow,js
[15] recuerden,hoy
[15] hoy,voy
[15] voy,estar
[15] estar,dando
[15] dando,charla
[15] charla,node
[15] node,colombia
[15] colombia,misma
[15] misma,inteligencia

Top Word Pairs in Tweet in G1:
[9] join,#googleio
[9] #googleio,year
[9] year,shall
[9] shall,giving
[9] giving,latest
[9] latest,updates
[9] updates,#tensorflowjs
[8] jason_mayes,join
[5] work,#machinelearning
[5] #machinelearning,curious

Top Word Pairs in Tweet in G2:
[13] recuerden,hoy
[13] hoy,voy
[13] voy,estar
[13] estar,dando
[13] dando,charla
[13] charla,node
[13] node,colombia
[13] colombia,misma
[13] misma,inteligencia
[13] inteligencia,artificial

Top Word Pairs in Tweet in G3:
[9] build,#machinelearning
[9] #machinelearning,node
[9] node,#node
[9] #node,red
[9] red,using
[9] using,#tensorflow
[9] #tensorflow,js
[9] js,great
[9] great,#tutorial
[9] #tutorial,gt

Top Word Pairs in Tweet in G4:
[14] urban,legend
[14] legend,mona
[14] mona,lisa
[14] lisa,eyes
[14] eyes,follow
[14] follow,move
[14] move,around
[14] around,room
[14] room,made
[14] made,app

Top Word Pairs in Tweet in G5:
[7] image,classification
[7] classification,api
[7] api,nodejs
[7] nodejs,tensorflowjs
[7] tensorflowjs,mobilenet
[7] mobilenet,model
[7] model,#machinelearning
[6] tensorflow,js
[6] survivingwithan,image
[6] #machinelearning,#ja

Top Word Pairs in Tweet in G6:
[21] tensorflow,js
[8] js,convert
[8] convert,python
[8] python,savedmodel
[8] savedmodel,tensorflow
[8] js,format
[7] format,google
[7] google,developers
[7] developers,googledevs
[6] icymi_py,tensorflow

Top Word Pairs in Tweet in G8:
[3] #javascript,#100daysofcode
[3] #100daysofcode,status
[3] status,very
[3] very,inactive
[3] inactive,posting
[3] posting,progress
[3] progress,finished
[3] finished,js
[3] js,course
[3] #code,#app

Top Word Pairs in Tweet in G9:
[5] mask,detection
[4] built,face
[4] face,mask
[4] detection,web
[4] web,app
[4] app,google
[4] google,chrome
[4] chrome,#javascript
[4] #javascript,#tensorflowjs
[2] hackernoon,built

Top Word Pairs in Tweet in G10:
[2] see,tweets
[2] tweets,combination
[2] combination,wor
[2] wor,ds
[2] ds,#tensorflowjs
[2] #tensorflowjs,cogeotiff
[2] cogeotiff,starting
[2] starting,think

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jason_mayes
@damiansire
@emilyxxie
@maxbill_design
@googledevs
@survivingwithan
@icymi_py
@manningbooks
@hackernoon
@kikeledesmanet

Top Mentioned in G1:
@jason_mayes
@alexfidev
@huggingface
@tensorflow

Top Mentioned in G2:
@damiansire
@endavalatam

Top Mentioned in G3:
@maxbill_design
@jason_mayes
@oreillymedia
@itnext_js
@gantlaborde
@itnext_io
@hackernoon

Top Mentioned in G4:
@emilyxxie
@damiansire
@tensorflow
@jason_mayes

Top Mentioned in G5:
@survivingwithan
@manningbooks
@norrad
@pythonbot_
@jason_mayes
@inplainenghq
@hackernoon

Top Mentioned in G6:
@googledevs
@icymi_py
@kikeledesmanet
@manningbooks
@pythonbot_
@jason_mayes

Top Mentioned in G8:
@danieldesiatco
@sochackacademy

Top Mentioned in G9:
@hackernoon

Top Mentioned in G10:
@cogeotiff
@mykolakozyr
@foss4g
@_vincents_

Top Tweeters
Top Tweeters in Entire Graph:
@codernotesbot
@thedeveloperbot
@friday_js_bot
@trendsinai
@hubofml
@fabriciosx
@discovertech3
@coder_487
@devvibesbot
@morolswediu

Top Tweeters in G1:
@hubofml
@frontendlovebot
@microsoft
@itraor
@jason_mayes
@arphp
@giulianobertoti
@quantrad
@andrejusb
@paanalytics1

Top Tweeters in G2:
@proquima
@alevantem
@luiscoutino06
@damiansire
@devteam504
@endavalatam
@ia_espanol
@famblico
@sumaqkuyay
@salimchemes

Top Tweeters in G3:
@friday_js_bot
@trendsinai
@thecuriousluke
@blkhwk0ps
@powerupcoding1
@opensource_orgs
@iotworlds
@pythonexpertbot
@oreillymedia
@itnext_io

Top Tweeters in G4:
@discovertech3
@coder_487
@godfrey_g_
@atomless
@p5tbot1
@golan
@liebero12
@woonytunes
@emilyxxie
@embee0

Top Tweeters in G5:
@fabriciosx
@morolswediu
@the404code
@pythonbot_
@shybot7
@manningbooks
@suhnyllakler
@jhonpineda97
@survivingwithan
@bot_tensorflow

Top Tweeters in G6:
@devvibesbot
@djangobot_
@pyscalellc
@lovescience15
@py_data_sci
@seetalabs
@subhobrata1
@rashamadj
@googledevs
@kikeledesmanet

Top Tweeters in G7:
@overflow_meme
@greweb
@aox_mariano
@funmachinelearn
@jhonthanortizh
@whyrabit
@kavyamanu_

Top Tweeters in G8:
@codernotesbot
@thedeveloperbot
@calefybtech
@sochackacademy
@danieldesiatco

Top Tweeters in G9:
@michaelbathurst
@developer_rtbot
@hackernoon
@romanitalian

Top Tweeters in G10:
@foss4g
@_vincents_
@mykolakozyr
@cogeotiff


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