graphconnect, Twitter, 6/21/2022 12:52:30 AM, 278402


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graphconnect_2022-06-20_17-45-00.xlsx
graphconnect_2022-06-20_17-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2022
Short Description:
graphconnect via NodeXL https://bit.ly/3y6MEJB
@neo4j
@openmarketingtv
@graphconnect
@this0499154500
@graph_aware
@emileifrem
@luannem
@fujitsulabs
@3edges_io
@mkheck

Top hashtags:
#graphconnect
#neo4j
#graph
#auradb
#graphdatabase
#graphdatascience
#gdpr
#database

Description:
Description
The graph represents a network of 167 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, 21 June 2022 at 00:45 UTC.

The requested start date was Tuesday, 21 June 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, 10-hour, 24-minute period from Tuesday, 07 June 2022 at 00:33 UTC to Sunday, 19 June 2022 at 10:58 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 : 167
Unique Edges : 208
Edges With Duplicates : 1026
Total Edges : 1234
Number of Edge Types : 5
Retweet : 257
MentionsInRetweet : 501
Mentions : 403
Tweet : 56
Replies to : 17
Self-Loops : 65
Reciprocated Vertex Pair Ratio : 0.128463476070529
Reciprocated Edge Ratio : 0.227678571428571
Connected Components : 13
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 149
Maximum Edges in a Connected Component : 1214
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.610549
Graph Density : 0.0161604501839694
Modularity : 0.193737
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 167 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, 21 June 2022 at 00:45 UTC.

The requested start date was Tuesday, 21 June 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, 10-hour, 24-minute period from Tuesday, 07 June 2022 at 00:33 UTC to Sunday, 19 June 2022 at 10:58 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 : 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:
[29] https://www.youtube.com/watch?v=Dl5cFHk3slw

[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278293
[4] https://www.youtube.com/watch?v=Dl5cFHk3slw&feature=youtu.be

[3] https://okt.to/PzBDti
[2] https://healthecco.org/covidgraph/
[2] https://neo4j.com/blog/graphconnect-2022-product-announcements/
[2] https://www.graphconnect.com/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278271
[2] https://twitter.com/graph_aware/status/1533735538582339584
[1] https://martech-videos.ondeckeo.com/this-week-in-neo4j-aurads-on-vertex-ai-going-meta-series-cypher-cheatsheet-graphconnect-recordings-centrality-algorithms-and-more-video/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[2] https://okt.to/PzBDti
[2] https://www.youtube.com/watch?v=Dl5cFHk3slw&feature=youtu.be

[1] https://okt.to/VwtzN9
[1] https://okt.to/iHrRSn
[1] https://okt.to/oRzQEp
[1] https://okt.to/I6XYyG
[1] https://okt.to/xEAJOK
[1] https://okt.to/Krayxn
[1] https://okt.to/WCJrYT
[1] https://okt.to/WXh61G

Top URLs in Tweet in G2:
[29] https://www.youtube.com/watch?v=Dl5cFHk3slw

[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278293
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278271
[1] https://www.youtube.com/watch?v=Dl5cFHk3slw&feature=youtu.be

[1] https://www.meetup.com/Neo4j-Online-Meetup/events/286308244/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277823
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277808
[1] https://twitter.com/mdavidallen/status/958165483177627648
[1] https://twitter.com/alexandererdl/status/1534156472099168256
[1] https://neo4j.com/blog/graphconnect-2022-product-announcements/

Top URLs in Tweet in G3:
[1] https://www.youtube.com/watch?v=96gtqGnAHD8

[1] https://www.graphconnect.com/
[1] https://neo4j.com/graphsummit/milan/
[1] http://indykite.one?utm_campaign=2022%20GraphConnect&utm_content=210757242&utm_medium=social&utm_source=twitter&hss_channel=tw-1416129929746464775
[1] https://www.graphconnect.com/?utm_content=210540437&utm_medium=social&utm_source=twitter&hss_channel=tw-991031033477959680

Top URLs in Tweet in G4:
[2] https://twitter.com/graph_aware/status/1533735538582339584
[1] https://twitter.com/rvanbruggen/status/862295599588270081
[1] https://okt.to/PzBDti
[1] https://hume.graphaware.com:443/
[1] https://twitter.com/this0499154500/status/1536678605702541313
[1] https://twitter.com/luannem/status/1534501041420509185
[1] https://nexa.polito.it/lunch-99
[1] https://www.youtube.com/neo4j/live
[1] https://okt.to/QRTg4x
[1] https://twitter.com/JanMart60137032/status/1534580212645744642

Top URLs in Tweet in G5:
[2] https://healthecco.org/covidgraph/
[1] https://okt.to/nfqE9R
[1] https://www.youtube.com/watch?v=8BT80wSFrKk&feature=youtu.be
[1] https://twitter.com/alexandererdl/status/1534246253760069634
[1] https://twitter.com/HealthECCO/status/1534256535118938113
[1] https://twitter.com/HealthECCO/status/1534534711791521792
[1] https://twitter.com/zeshanghory/status/1534252667295436803

Top URLs in Tweet in G6:
[1] https://www.prnewswire.com/news-releases/codelogic-software-intelligence-engineers-to-discuss-unique-graph-data-modeling-use-case-at-neo4j-graphconnect-conference-301561953.html
[1] https://www.linkedin.com/feed/update/urn:li:ugcPost:6940358207626219520
[1] https://www.linkedin.com/feed/update/urn:li:share:6940389061773717504

Top URLs in Tweet in G7:
[1] https://www.3edges.com/

Top URLs in Tweet in G8:
[1] https://martech-videos.ondeckeo.com/this-week-in-neo4j-aurads-on-vertex-ai-going-meta-series-cypher-cheatsheet-graphconnect-recordings-centrality-algorithms-and-more-video/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=fm2BB3YURlA&feature=youtu.be

[1] https://www.youtube.com/watch?v=Dl5cFHk3slw&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[37] youtube.com
[29] okt.to
[14] twitter.com
[9] nodexlgraphgallery.org
[4] graphconnect.com
[3] neo4j.com
[3] linkedin.com
[2] healthecco.org
[1] ondeckeo.com
[1] meetup.com

Top Domains in Tweet in G1:
[25] okt.to
[2] youtube.com
[2] twitter.com
[1] linkedin.com
[1] neo4j.com
[1] predictiveux.com
[1] graphconnect.com

Top Domains in Tweet in G2:
[30] youtube.com
[9] nodexlgraphgallery.org
[2] twitter.com
[1] meetup.com
[1] neo4j.com
[1] graphconnect.com

Top Domains in Tweet in G3:
[2] graphconnect.com
[1] youtube.com
[1] neo4j.com
[1] indykite.one

Top Domains in Tweet in G4:
[6] twitter.com
[2] okt.to
[1] graphaware.com
[1] polito.it
[1] youtube.com

Top Domains in Tweet in G5:
[4] twitter.com
[2] healthecco.org
[1] okt.to
[1] youtube.com

Top Domains in Tweet in G6:
[2] linkedin.com
[1] prnewswire.com

Top Domains in Tweet in G7:
[1] 3edges.com

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

Top Domains in Tweet in G9:
[2] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[304] graphconnect
[70] neo4j
[34] graph
[25] auradb
[23] graphdatabase
[13] graphdatascience
[13] gdpr
[10] database
[9] healthecco
[8] java



Top Hashtags in Tweet in G1:
[68] graphconnect
[39] neo4j
[20] graphdatabase
[10] graphdatascience
[10] database
[5] tbt
[3] knowledgelake
[3] graphconnect2022
[2] dataiku
[2] ux

Top Hashtags in Tweet in G2:
[57] graphconnect
[29] graph
[23] auradb
[15] neo4j
[13] gdpr
[8] java
[3] semspect
[3] free
[3] datascience
[3] graphdatabase

Top Hashtags in Tweet in G3:
[20] graphconnect
[3] graph
[3] graphs
[2] auradb
[2] fujitsu
[2] neo4j
[1] free
[1] explainableai
[1] ensembiz
[1] machinelearning

Top Hashtags in Tweet in G4:
[99] graphconnect
[5] lawenforcement
[5] nexalunchseminar
[2] graphs
[1] neo4j
[1] dragdiscovery
[1] antimoneylaundering
[1] tryhume
[1] knowledgegraph
[1] afterparty

Top Hashtags in Tweet in G5:
[42] graphconnect
[10] neo4j
[6] covidgraph
[5] semspect
[5] healthecco
[4] covid19
[2] graph
[2] datascience
[2] yfiles
[1] diagramming

Top Hashtags in Tweet in G6:
[8] graphconnect
[2] neo4j
[1] conf
[1] graphparty
[1] paris
[1] simulation
[1] particles

Top Hashtags in Tweet in G7:
[8] graphconnect
[3] notimetocode
[3] graphdatabases
[3] graphql
[3] api
[3] nocode
[2] authorization
[1] neo4j
[1] 3edges

Top Hashtags in Tweet in G8:
[1] googleanalytics
[1] googlesearch
[1] searchengineoptimization
[1] digitalmarketing

Top Words
Top Words in Tweet in Entire Graph:
[304] #graphconnect
[271] neo4j
[117] graphconnect
[93] graph
[72] emileifrem
[70] #neo4j
[70] live
[69] meet
[66] graph_aware
[64] openmarketingtv

Top Words in Tweet in G1:
[68] neo4j
[68] #graphconnect
[39] #neo4j
[31] graph
[25] keynote
[23] workspace
[20] #graphdatabase
[18] available
[16] graphconnect
[16] help

Top Words in Tweet in G2:
[103] neo4j
[59] openmarketingtv
[57] #graphconnect
[44] graphconnect
[43] live
[43] emileifrem
[37] meet
[36] 2022
[32] ceo
[31] emiel

Top Words in Tweet in G3:
[20] neo4j
[20] #graphconnect
[17] graphconnect
[13] structr
[7] 2022
[7] fujitsulabs
[7] agilelarus
[6] blast
[6] amorgner
[6] one

Top Words in Tweet in G4:
[99] #graphconnect
[50] graph_aware
[50] neo4j
[50] luannem
[32] graph
[25] graphconnect
[25] keynote
[24] booth
[22] today
[20] talk

Top Words in Tweet in G5:
[42] #graphconnect
[16] neo4j
[14] ajarasch
[13] great
[10] #neo4j
[10] healthecco
[8] talk
[8] graph
[7] derivo
[6] see

Top Words in Tweet in G6:
[8] #graphconnect
[4] use
[3] data
[2] graph
[2] neo4j
[2] graphconnect
[2] #neo4j
[2] more
[2] great
[2] time

Top Words in Tweet in G7:
[8] #graphconnect
[6] neo4j
[5] graphconnect
[5] alexb_imagina
[5] 3edges_io
[4] day
[4] 3edges
[4] winswan
[3] graph
[3] #notimetocode

Top Words in Tweet in G8:
[3] week
[3] neo4j
[3] aurads
[3] vertex
[3] ai
[3] going
[3] meta
[3] series
[3] cypher
[3] cheatsheet

Top Words in Tweet in G9:
[2] graphconnect
[2] 2022
[2] keynote
[2] youtube

Top Words in Tweet in G10:
[2] openmarketingtv
[2] neo4j

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[48] live,graphconnect
[47] neo4j,live
[46] neo4j,#graphconnect
[45] graphconnect,2022
[39] data,science
[36] co,founder
[34] meet,emiel
[34] emiel,eifrem
[34] eifrem,ceo
[34] ceo,co

Top Word Pairs in Tweet in G1:
[18] #graphconnect,#neo4j
[11] workspace,first
[11] first,line
[11] line,test
[11] test,drive
[11] drive,workspace
[11] workspace,beta
[11] beta,available
[11] #graphconnect,keynote
[10] #neo4j,#graphdatabase

Top Word Pairs in Tweet in G2:
[35] live,graphconnect
[34] graphconnect,2022
[33] neo4j,live
[31] meet,emiel
[31] emiel,eifrem
[31] eifrem,ceo
[31] ceo,co
[31] co,founder
[31] founder,neo4j
[29] emileifrem,neo4j

Top Word Pairs in Tweet in G3:
[7] graphconnect,2022
[7] neo4j,#graphconnect
[4] blast,graphconnect
[4] graphconnect,last
[4] last,week
[4] week,fujitsu
[4] fujitsu,partner
[4] partner,larus
[4] larus,hosted
[4] hosted,interactive

Top Word Pairs in Tweet in G4:
[17] neo4j,#graphconnect
[13] law,enforcement
[13] #graphconnect,keynote
[10] meet,booth
[10] 4th,floor
[9] luannem,#graphconnect
[7] graphconnect,keynote
[7] already,kindle
[7] kindle,talk
[7] talk,coauthor

Top Word Pairs in Tweet in G5:
[8] neo4j,#graphconnect
[7] #neo4j,#graphconnect
[5] interpreting,results
[4] beyond,#covid19
[4] nice,talk
[4] talk,ajarasch
[4] ajarasch,healthecco
[4] healthecco,#covidgraph
[4] #covidgraph,#graphconnect
[4] #graphconnect,showing

Top Word Pairs in Tweet in G6:
[2] graph,data

Top Word Pairs in Tweet in G7:
[3] #notimetocode,#graphdatabases
[3] #graphdatabases,#graphql
[3] #graphconnect,#api
[3] #api,#nocode
[3] alexb_imagina,demoing
[3] demoing,storm
[3] storm,#graphconnect
[3] #graphconnect,neo4j
[3] neo4j,3edges_io
[2] day,graphconnect

Top Word Pairs in Tweet in G8:
[3] week,neo4j
[3] neo4j,aurads
[3] aurads,vertex
[3] vertex,ai
[3] ai,going
[3] going,meta
[3] meta,series
[3] series,cypher
[3] cypher,cheatsheet
[3] cheatsheet,graphconnect

Top Word Pairs in Tweet in G9:
[2] graphconnect,2022
[2] 2022,keynote

Top Replied-To
Top Replied-To in Entire Graph:
@mesirii
@jimwebber
@luannem
@emileifrem
@tryhume
@alexb_imagina
@ikwattro
@greg_appga
@agilelarus
@graphconnect

Top Replied-To in G1:
@emileifrem
@luannem

Top Replied-To in G2:
@jimwebber

Top Replied-To in G3:
@graphconnect
@agilelarus

Top Replied-To in G4:
@mesirii
@tryhume
@ikwattro
@greg_appga
@luannem
@jimwebber
@janmart60137032

Top Replied-To in G5:
@lordnarfz0g

Top Replied-To in G7:
@alexb_imagina

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@graphconnect
@emileifrem
@graph_aware
@luannem
@openmarketingtv
@mesirii
@aliciaframe1
@panamapapersdoc

Top Mentioned in G1:
@neo4j
@emileifrem
@jimwebber
@rvanbruggen
@graphconnect
@graph_aware
@mesirii
@prathle
@alexandererdl
@aliciaframe1

Top Mentioned in G2:
@neo4j
@emileifrem
@openmarketingtv
@graphconnect
@panamapapersdoc
@pfizer
@mesirii
@aliciaframe1
@graph_aware

Top Mentioned in G3:
@graphconnect
@neo4j
@structr
@fujitsulabs
@agilelarus
@amorgner
@fujitsu
@larus
@openmarketingtv
@healthecco

Top Mentioned in G4:
@graph_aware
@luannem
@neo4j
@graphconnect
@emileifrem
@alessandronegro
@mesirii
@ikwattro
@janmart60137032
@jimwebber

Top Mentioned in G5:
@neo4j
@ajarasch
@healthecco
@derivo
@zeshanghory
@nsmith_piano
@alexandererdl
@emileifrem
@mesirii
@jimwebber

Top Mentioned in G7:
@neo4j
@3edges_io
@graphconnect
@alexb_imagina
@winswan
@gartner_inc
@smallderek
@sma

Top Mentioned in G8:
@ondeckeovideos
@ondeckeo

Top Mentioned in G9:
@youtube

Top Mentioned in G10:
@openmarketingtv
@graphconnect
@emileifrem
@neo4j
@openmarke

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@mhall55nine
@fabriciosx
@openmarketingtv
@releaseteam
@silentseawolf
@talentgeek2
@gdpr
@gdpr25thmay18
@javageekbot

Top Tweeters in G1:
@talentgeek2
@suhnyllakler
@rugi
@neo4j
@digitalhealthxx
@geologistico
@danielcfng
@pouncey17
@mongodb
@superjohnrtp

Top Tweeters in G2:
@fabriciosx
@openmarketingtv
@silentseawolf
@gdpr
@gdpr25thmay18
@javageekbot
@doyleandre
@sdtimes
@rotnroll666
@realsalesadvice

Top Tweeters in G3:
@mhall55nine
@black_dragon123
@segunyharuna
@tonythijs
@amorgner
@ot_luk
@graphconnect
@inserpio
@fujitsulabs
@codelogicinc

Top Tweeters in G4:
@mcolebrook
@mesirii
@jimwebber
@ikwattro
@ryguyrg
@emileifrem
@cblengio
@nexacenter
@luannem
@neo4jfr

Top Tweeters in G5:
@enrikelopez
@capmetroatx
@lordnarfz0g
@kaynairv
@lyonwj
@nsmith_piano
@karinwolok
@muddybootscode
@yworks
@zeshanghory

Top Tweeters in G6:
@releaseteam
@thinkx
@dario_rodriguez
@spanarchie
@geogaze
@johnvkewii
@tlarsendataguy
@stoprani
@abdallamusmar

Top Tweeters in G7:
@news_nocode
@gartner_inc
@winswan
@smallderek
@sma
@alexb_imagina
@3edges_io

Top Tweeters in G8:
@ondeckeovideos
@sahdevt
@davisrajan
@ondeckeo

Top Tweeters in G9:
@youtube
@jackivaughan
@geneweng

Top Tweeters in G10:
@elizabethtagsi8
@openmarke


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