graphconnect, Twitter, 8/18/2020 1:18:50 AM, 232842


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graphconnect_2020-08-17_17-55-45.xlsx
graphconnect_2020-08-17_17-55-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 18, 2020
Short Description:
graphconnect via NodeXL https://bit.ly/3g6MSV1
@neo4j
@fmfrancoise
@datasciencebot_
@dagh
@jggomezt
@chidambara09
@lyonwj
@craigmullins
@mesirii
@umblaetterer

Top hashtags:
#graphconnect
#neo4j
#graphdatabase
#knowledgegraphs
#connecteddata
#neo4jbloom

Description:
Description
The graph represents a network of 24 Twitter users whose tweets in the requested range contained "graphconnect", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 18 August 2020 at 00:55 UTC.

The requested start date was Tuesday, 18 August 2020 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 8-day, 20-hour, 7-minute period from Tuesday, 04 August 2020 at 05:59 UTC to Thursday, 13 August 2020 at 02:07 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 : 24
Unique Edges : 47
Edges With Duplicates : 19
Total Edges : 66
Number of Edge Types : 5
Retweet : 9
MentionsInRetweet : 39
Mentions : 15
Replies to : 1
Tweet : 2
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0.0588235294117647
Reciprocated Edge Ratio : 0.111111111111111
Connected Components : 3
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 17
Maximum Edges in a Connected Component : 53
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.691824
Graph Density : 0.0978260869565217
Modularity : 0.399793
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 24 Twitter users whose tweets in the requested range contained "graphconnect", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 18 August 2020 at 00:55 UTC.

The requested start date was Tuesday, 18 August 2020 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 8-day, 20-hour, 7-minute period from Tuesday, 04 August 2020 at 05:59 UTC to Thursday, 13 August 2020 at 02:07 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : graphconnect
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:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231791
[2] https://neo4j.com/blog/machine-learning-algorithms/?ref=social-blog
[1] https://neo4j.com/blog/ontologies-in-neo4j-semantics-and-knowledge-graphs
[1] https://neo4j.com/blog/creative-network-science-graph-commons-neo4j-graphconnect/?ref=social-blog
[1] https://medium.com/neo4j/working-with-neo4j-date-and-spatial-types-in-a-react-js-app-5475b5042b50
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.grandstack.io%2Fworking-with-spatial-data-in-neo4j-graphql-in-the-cloud-eee2bf1afad
[1] https://neo4j.com/graphconnect-2018/session/neo4j-spatial-mapping
[1] https://neo4j.com/blog/neo4j-bloom-tips-tricks-domain-knowledge-experts/?ref=social-blog
[1] https://neo4j.com/blog/recommendations-nordstrom-graphconnect-nyc/?ref=social-blog

Top URLs in Tweet in G1:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231791

Top URLs in Tweet in G2:
[1] https://neo4j.com/blog/ontologies-in-neo4j-semantics-and-knowledge-graphs
[1] https://neo4j.com/blog/recommendations-nordstrom-graphconnect-nyc/?ref=social-blog
[1] https://neo4j.com/blog/neo4j-bloom-tips-tricks-domain-knowledge-experts/?ref=social-blog
[1] https://neo4j.com/blog/creative-network-science-graph-commons-neo4j-graphconnect/?ref=social-blog

Top URLs in Tweet in G3:
[1] https://medium.com/neo4j/working-with-neo4j-date-and-spatial-types-in-a-react-js-app-5475b5042b50
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.grandstack.io%2Fworking-with-spatial-data-in-neo4j-graphql-in-the-cloud-eee2bf1afad
[1] https://neo4j.com/graphconnect-2018/session/neo4j-spatial-mapping

Top URLs in Tweet in G4:
[2] https://neo4j.com/blog/machine-learning-algorithms/?ref=social-blog

Top Domains
Top Domains in Tweet in Entire Graph:
[7] neo4j.com
[5] nodexlgraphgallery.org
[2] medium.com

Top Domains in Tweet in G1:
[5] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[4] neo4j.com

Top Domains in Tweet in G3:
[2] medium.com
[1] neo4j.com

Top Domains in Tweet in G4:
[2] neo4j.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8] graphconnect
[7] neo4j
[5] graphdatabase
[2] knowledgegraphs
[2] connecteddata
[2] neo4jbloom
[2] machinelearning
[1] networkscience
[1] graphcommons
[1] datavisualization



Top Hashtags in Tweet in G1:
[2] graphconnect
[1] neo4jbloom
[1] neo4j
[1] datascience
[1] ai
[1] bigdata
[1] apachespark
[1] abdsc
[1] graphdatabases
[1] graphdatabase

Top Hashtags in Tweet in G2:
[4] graphconnect
[3] neo4j
[3] graphdatabase
[2] knowledgegraphs
[2] connecteddata
[1] neo4jbloom
[1] datavisualization
[1] graphdatamodel
[1] networkscience
[1] graphcommons

Top Hashtags in Tweet in G3:
[1] neo4j

Top Hashtags in Tweet in G4:
[2] graphconnect
[2] machinelearning
[2] neo4j
[1] graphdatabase

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5] neo4j,nodexl
[5] nodexl,neo4j
[5] neo4j,kirkdborne
[5] kirkdborne,umblaetterer
[5] umblaetterer,datasciencebot_
[5] datasciencebot_,craigmullins
[5] craigmullins,mesirii
[4] #graphconnect,talk
[4] fmfrancoise,neo4j
[3] gavinchait,thomasforth

Top Word Pairs in Tweet in G1:
[5] neo4j,nodexl
[5] nodexl,neo4j
[5] neo4j,kirkdborne
[5] kirkdborne,umblaetterer
[5] umblaetterer,datasciencebot_
[5] datasciencebot_,craigmullins
[5] craigmullins,mesirii
[4] fmfrancoise,neo4j
[3] mesirii,snicollâ
[2] mesirii,snicoll

Top Word Pairs in Tweet in G2:
[3] #graphconnect,talk
[2] archives,ontologies
[2] ontologies,#neo4j
[2] #neo4j,semantics
[2] semantics,#knowledgegraphs
[2] #knowledgegraphs,#graphconnect
[2] talk,barrasadv
[2] barrasadv,field
[2] field,engineer

Top Word Pairs in Tweet in G3:
[3] gavinchait,thomasforth
[3] thomasforth,kind
[3] kind,geospatial
[3] geospatial,queries
[3] queries,wanting
[3] wanting,haven't
[3] haven't,seen
[2] lyonwj,gavinchait
[2] seen,resour

Top Word Pairs in Tweet in G4:
[2] #graphconnect,archives
[2] archives,#machinelearning
[2] #machinelearning,algorithms
[2] algorithms,lauren
[2] lauren,shin
[2] shin,#neo4j

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

Top Replied-To in G3:
@gavinchait

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@kirkdborne
@umblaetterer
@datasciencebot_
@craigmullins
@mesirii
@fmfrancoise
@thomasforth
@barrasadv

Top Mentioned in G1:
@neo4j
@kirkdborne
@umblaetterer
@datasciencebot_
@craigmullins
@mesirii
@fmfrancoise
@snicoll
@ellazal

Top Mentioned in G2:
@barrasadv
@neo4j
@ellazal
@arikan
@graphcommons

Top Mentioned in G3:
@thomasforth
@lyonwj
@gavinchait

Top Mentioned in G4:
@graphconnect

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@fmfrancoise
@thomasforth
@kirkdborne
@datasciencebot_
@code_convention
@neo4j
@underline_api
@craigmullins
@parissathena

Top Tweeters in G1:
@chidambara09
@fmfrancoise
@kirkdborne
@datasciencebot_
@craigmullins
@parissathena
@snicoll
@mesirii
@dagh
@umblaetterer

Top Tweeters in G2:
@neo4j
@arikan
@desemboltura
@graphcommons
@barrasadv

Top Tweeters in G3:
@thomasforth
@underline_api
@api_learnn
@gavinchait
@lyonwj

Top Tweeters in G4:
@code_convention
@graphconnect


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