Graphistry, Twitter, 2/28/2020 11:25:39 AM, 222080


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Graphistry_2020-02-28_03-21-00.xlsx
Graphistry_2020-02-28_03-21-00.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 28, 2020
Short Description:
Graphistry via NodeXL http://bit.ly/2T6YL4Z
@graphistry
@fs0c131y
@observerofu
@lmeyerov
@sh33p_purple
@nrauhauser
@blazingsql
@rosenchild
@graphtheplanet
@elastic

Top hashtags:
#datascience
#networkanalytics
#graphtheplanet
#graph
#sql
#rsac
#dataridealong
#jodatut

Description:
Description
The graph represents a network of 45 Twitter users whose recent tweets contained "Graphistry", 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 Friday, 28 February 2020 at 11:21 UTC.

The tweets in the network were tweeted over the 7-day, 10-hour, 13-minute period from Thursday, 20 February 2020 at 16:37 UTC to Friday, 28 February 2020 at 02:51 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 : 45
Unique Edges : 108
Edges With Duplicates : 66
Total Edges : 174
Number of Edge Types : 5
Tweet : 2
MentionsInRetweet : 78
Mentions : 77
Retweet : 2
Replies to : 15
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0.0833333333333333
Reciprocated Edge Ratio : 0.153846153846154
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 45
Maximum Edges in a Connected Component : 174
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.284444
Graph Density : 0.0656565656565657
Modularity : 0.380351
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 45 Twitter users whose recent tweets contained "Graphistry", 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 Friday, 28 February 2020 at 11:21 UTC.

The tweets in the network were tweeted over the 7-day, 10-hour, 13-minute period from Thursday, 20 February 2020 at 16:37 UTC to Friday, 28 February 2020 at 02:51 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 : TwitterSearch
Graph Term : Graphistry
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 Domains
Top Domains in Tweet in Entire Graph:
[3] twitter.com
[2] graphtheplanet.com
[1] github.com
[1] youtube.com
[1] pushshift.io

Top Domains in Tweet in G1:
[3] twitter.com
[1] graphtheplanet.com

Top Domains in Tweet in G2:
[1] pushshift.io

Top Domains in Tweet in G3:
[1] graphtheplanet.com
[1] youtube.com
[1] github.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] datascience
[10] networkanalytics
[4] graphtheplanet
[2] graph
[2] sql
[1] rsac
[1] dataridealong
[1] jodatut
[1] visualization
[1] gpus



Top Hashtags in Tweet in G1:
[10] datascience
[10] networkanalytics
[4] graphtheplanet
[2] graph
[1] rsac
[1] dataridealong
[1] jodatut

Top Hashtags in Tweet in G3:
[2] sql
[1] visualization
[1] gpus
[1] performance

Top Words
Top Words in Tweet in Entire Graph:
[47] Words in Sentiment List#1: Positive
[7] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1403] Non-categorized Words
[1457] Total Words
[42] graphistry
[22] twitter
[20] lmeyerov
[17] elastic
[12] data

Top Words in Tweet in G1:
[18] graphistry
[13] lmeyerov
[12] twitter
[11] marc_smith
[10] interested
[10] #datascience
[10] looking
[10] bots
[10] applications
[10] #networkanalytics

Top Words in Tweet in G2:
[10] gephi
[10] elastic
[9] graphistry
[9] neo4j
[3] things
[3] graphileon
[3] opensemsearch
[2] fast
[2] thing
[2] jasonbaumgartne

Top Words in Tweet in G3:
[6] graphistry
[6] presentation
[6] founder
[5] lmeyerov
[4] graph
[4] data
[3] blazingsql
[3] insanitybit
[3] comathematician
[3] elastic

Top Words in Tweet in G4:
[7] graphistry
[6] rapidsai
[4] live
[4] monday
[4] diy
[4] data
[4] collection
[4] visual
[4] analysis
[4] political

Top Words in Tweet in G5:
[6] twitter
[4] researchers
[2] ravi17121038
[2] ravi78161144
[2] thulasisaravan3
[2] deepaksraja
[2] bhimaasekar
[2] nitesh8709
[2] graphistry
[2] dreamer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13] graphistry,lmeyerov
[11] lmeyerov,marc_smith
[10] interested,#datascience
[10] #datascience,looking
[10] looking,twitter
[10] twitter,bots
[10] bots,applications
[10] applications,#networkanalytics
[10] #networkanalytics,general
[10] general,join

Top Word Pairs in Tweet in G1:
[12] graphistry,lmeyerov
[11] lmeyerov,marc_smith
[10] interested,#datascience
[10] #datascience,looking
[10] looking,twitter
[10] twitter,bots
[10] bots,applications
[10] applications,#networkanalytics
[10] #networkanalytics,general
[10] general,join

Top Word Pairs in Tweet in G2:
[7] neo4j,elastic
[5] gephi,graphistry
[5] graphistry,neo4j
[3] elastic,graphileon
[2] gephi,neo4j
[2] graphileon,opensemsearch
[2] jasonbaumgartne,emmibevensee
[2] nrauhauser,gephi

Top Word Pairs in Tweet in G3:
[6] presentation,founder
[3] blazingsql,insanitybit
[3] insanitybit,comathematician
[3] comathematician,elastic
[3] elastic,tigergraphdb
[3] tigergraphdb,course
[3] course,implicit
[3] implicit,list
[3] list,organizing
[3] organizing,tech

Top Word Pairs in Tweet in G4:
[4] live,monday
[4] monday,diy
[4] diy,data
[4] data,collection
[4] collection,visual
[4] visual,analysis
[4] analysis,political
[4] political,bot
[4] bot,puppeteering
[4] puppeteering,straight

Top Word Pairs in Tweet in G5:
[2] ravi17121038,ravi78161144
[2] ravi78161144,thulasisaravan3
[2] thulasisaravan3,deepaksraja
[2] deepaksraja,bhimaasekar
[2] bhimaasekar,nitesh8709
[2] nitesh8709,graphistry
[2] graphistry,twitter
[2] twitter,dreamer
[2] dreamer,twittersupport
[2] twittersupport,giving

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@graphistry
@lmeyerov
@elastic
@marc_smith
@rapidsai
@neo4j
@apachearrow
@projectjupyter
@comathematician
@graphtheplanet

Top Mentioned in G1:
@graphistry
@lmeyerov
@marc_smith
@elastic
@rapidsai
@graphtheplanet
@comathematician
@apachearrow
@projectjupyter
@gephi

Top Mentioned in G2:
@neo4j
@elastic
@graphistry
@graphileon
@gephi
@opensemsearch
@jasonbaumgartne
@emmibevensee

Top Mentioned in G3:
@graphistry
@lmeyerov
@insanitybit
@comathematician
@elastic
@tigergraphdb
@anchainai
@vicfcs
@rapidsai
@graphtheplanet

Top Mentioned in G4:
@graphistry
@rapidsai
@apachearrow
@projectjupyter
@lmeyerov
@graphtheplanet

Top Mentioned in G5:
@thulasisaravan3
@deepaksraja
@bhimaasekar
@graphistry
@twitter
@twittersupport

Top Tweeters
Top Tweeters in Entire Graph:
@rosenchild
@mjoehlerich
@soundmigration
@hubofml
@neo4j
@twittersupport
@arjenpolku
@bhimaasekar
@fs0c131y
@sh33p_purple

Top Tweeters in G1:
@mjoehlerich
@soundmigration
@hubofml
@arjenpolku
@jnkka
@marc_smith
@rhettn
@nodexl
@lmeyerov
@mihkal

Top Tweeters in G2:
@neo4j
@sh33p_purple
@jasonbaumgartne
@elastic
@nrauhauser
@emmibevensee
@gephi
@opensemsearch
@graphileon

Top Tweeters in G3:
@rosenchild
@insanitybit
@tigergraphdb
@blazingsql
@comathematician
@anchainai
@vicfcs
@graphtheplanet

Top Tweeters in G4:
@projectjupyter
@rapidsai
@luk_augustyniak
@andy_palumbo
@gpuanalyticsguy
@webcoderz
@apachearrow

Top Tweeters in G5:
@twittersupport
@bhimaasekar
@fs0c131y
@twitter
@observerofu
@deepaksraja
@thulasisaravan3


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