#PyTorch or #Python, Twitter, 5/30/2019 1:11:05 AM, 198507


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#PyTorch or #Python Twitter NodeXL SNA Map and Report for Wednesday, 29 May 2019 at 20:04 UTC
#PyTorch or #Python Twitter NodeXL SNA Map and Report for Wednesday, 29 May 2019 at 20:04 UTC
From:
docassar
Uploaded on:
May 30, 2019
Short Description:
#PyTorch or #Python via NodeXL http://bit.ly/2I5Yrgb
@gp_pulipaka
@serverlessfan
@machinelearn_d
@rstatstweet
@deep_in_depth
@machine_ml
@analyticsfrance
@datascientistsf
@datascientistfr
@datasciencefr

Top hashtags:
#datascience
#bigdata
#analytics
#ai

Description:
Description
The graph represents a network of 31 Twitter users whose recent tweets contained "#PyTorch or #Python", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 29 May 2019 at 20:04 UTC.

The tweets in the network were tweeted over the 7-day, 16-hour, 23-minute period from Tuesday, 21 May 2019 at 16:51 UTC to Wednesday, 29 May 2019 at 09:14 UTC.

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 : 31
Unique Edges : 50
Edges With Duplicates : 24
Total Edges : 74
Number of Edge Types : 4
Retweet : 49
Mentions : 17
Tweet : 7
Replies to : 1
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0.0192307692307692
Reciprocated Edge Ratio : 0.0377358490566038
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 29
Maximum Edges in a Connected Component : 73
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.700592
Graph Density : 0.056989247311828
Modularity : 0.356875
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top Domains
Top Domains in Tweet in Entire Graph:
[4] zdnet.com
[1] infoq.com

Top Domains in Tweet in G1:
[1] infoq.com

Top Domains in Tweet in G5:
[4] zdnet.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[58] datascience
[57] bigdata
[57] analytics
[57] ai
[52] machinelearning
[48] kubernetes
[13] pytorch
[13] python
[11] container
[11] hypervisor



Top Hashtags in Tweet in G1:
[8] bigdata
[8] analytics
[8] datascience
[8] ai
[8] machinelearning
[8] kubernetes
[1] container
[1] hypervisor
[1] iot
[1] iiot

Top Hashtags in Tweet in G2:
[21] bigdata
[21] analytics
[21] datascience
[20] ai
[17] machinelearning
[16] kubernetes
[3] container
[3] hypervisor
[3] iot
[3] iiot

Top Hashtags in Tweet in G3:
[12] bigdata
[12] analytics
[12] datascience
[12] ai
[12] machinelearning
[12] kubernetes
[2] container
[2] hypervisor
[2] iot
[2] iiot

Top Hashtags in Tweet in G4:
[15] bigdata
[15] analytics
[15] datascience
[15] ai
[13] machinelearning
[11] kubernetes
[5] container
[5] hypervisor
[5] iot
[5] iiot

Top Hashtags in Tweet in G5:
[4] deeplearning
[2] machinelearning
[2] ai
[2] datascience
[1] neuralnetworks
[1] cnn
[1] reinforcement
[1] learning
[1] deeprl
[1] gpu

Top Hashtags in Tweet in G6:
[1] python
[1] pytorch
[1] control

Top Words
Top Words in Tweet in Entire Graph:
[0] Words in Sentiment List#1: Positive
[4] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1651] Non-categorized Words
[1655] Total Words
[62] #pytorch
[62] #python
[61] #datascience
[61] #ai
[61] #machinelearning

Top Words in Tweet in G1:
[8] kubernetes
[8] future
[8] vms
[8] containers
[8] hypervisor
[8] #bigdata
[8] #analytics
[8] #datascience
[8] #ai
[8] #machinelearning

Top Words in Tweet in G2:
[21] kubernetes
[21] future
[21] vms
[21] containers
[21] hypervisor
[21] #bigdata
[21] #analytics
[21] #datascience
[21] #ai
[21] #machinelearning

Top Words in Tweet in G3:
[12] kubernetes
[12] future
[12] vms
[12] containers
[12] hypervisor
[12] #bigdata
[12] #analytics
[12] #datascience
[12] #ai
[12] #machinelearning

Top Words in Tweet in G4:
[15] kubernetes
[15] future
[15] vms
[15] containers
[15] hypervisor
[15] #bigdata
[15] #analytics
[15] #datascience
[15] #ai
[15] #machinelearning

Top Words in Tweet in G5:
[5] #machinelearning
[5] #ai
[5] #datascience
[5] #pytorch
[5] #python
[4] use
[4] case
[4] selection
[4] make
[4] break

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[61] #pytorch,#python
[57] kubernetes,future
[57] future,vms
[57] vms,containers
[57] containers,hypervisor
[57] hypervisor,#bigdata
[57] #bigdata,#analytics
[57] #analytics,#datascience
[57] #datascience,#ai
[57] #ai,#machinelearning

Top Word Pairs in Tweet in G1:
[8] kubernetes,future
[8] future,vms
[8] vms,containers
[8] containers,hypervisor
[8] hypervisor,#bigdata
[8] #bigdata,#analytics
[8] #analytics,#datascience
[8] #datascience,#ai
[8] #ai,#machinelearning
[8] #machinelearning,#kubernetes

Top Word Pairs in Tweet in G2:
[21] kubernetes,future
[21] future,vms
[21] vms,containers
[21] containers,hypervisor
[21] hypervisor,#bigdata
[21] #bigdata,#analytics
[21] #analytics,#datascience
[21] #datascience,#ai
[21] #ai,#machinelearning
[21] #machinelearning,#kubernetes

Top Word Pairs in Tweet in G3:
[12] kubernetes,future
[12] future,vms
[12] vms,containers
[12] containers,hypervisor
[12] hypervisor,#bigdata
[12] #bigdata,#analytics
[12] #analytics,#datascience
[12] #datascience,#ai
[12] #ai,#machinelearning
[12] #machinelearning,#kubernetes

Top Word Pairs in Tweet in G4:
[15] kubernetes,future
[15] future,vms
[15] vms,containers
[15] containers,hypervisor
[15] hypervisor,#bigdata
[15] #bigdata,#analytics
[15] #analytics,#datascience
[15] #datascience,#ai
[15] #ai,#machinelearning
[15] #machinelearning,#kubernetes

Top Word Pairs in Tweet in G5:
[5] #pytorch,#python
[4] use,case
[4] case,selection
[4] selection,make
[4] make,break
[4] break,ai
[4] ai,strategy
[4] strategy,healthcare
[4] healthcare,zdnet
[4] zdnet,#deeplearning

Top Replied-To
Top Replied-To in Entire Graph:
@ishmandoo

Top Replied-To in G6:
@ishmandoo

Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@javascriptd
@nosqldigest
@chidambara09
@aaroncuddeback
@calcaware
@machinelearn_d
@cool_golang
@serverlessfan
@wil_bielert
@manifattura40

Top Tweeters in G1:
@javascriptd
@aaroncuddeback
@manifattura40
@nvsdata
@gp_pulipaka
@msarozz
@deepsingularity
@raymondwsa460

Top Tweeters in G2:
@cool_golang
@serverlessfan
@wil_bielert
@datascientistfr
@datasciencefr
@wynandbooysen

Top Tweeters in G3:
@nosqldigest
@chidambara09
@rstatstweet
@analyticsfrance
@datascientistsf
@tonyai22197531

Top Tweeters in G4:
@machine_ml
@thecuriousluke
@analyticsfr
@dggonzalez2015
@cloudcoopitaly

Top Tweeters in G5:
@calcaware
@machinelearn_d
@wiomax_cn
@deep_in_depth

Top Tweeters in G6:
@sandmouth
@ishmandoo