graphconnect, Twitter, 6/14/2022 12:53:22 AM, 278271


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graphconnect_2022-06-13_17-45-00.xlsx
graphconnect_2022-06-13_17-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 14, 2022
Short Description:
graphconnect via NodeXL https://bit.ly/3QjHkJZ
@neo4j
@graphconnect
@openmarketingtv
@mesirii
@this0499154500
@emileifrem
@3edges_io
@jimwebber
@jmhreif
@graph_aware

Top hashtags:
#graphconnect
#neo4j
#graph
#auradb
#gdpr
#semspect
#graphdatascience
#healthecco

Description:
Description
The graph represents a network of 191 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, 14 June 2022 at 00:45 UTC.

The requested start date was Tuesday, 14 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, 2-hour, 3-minute period from Tuesday, 31 May 2022 at 12:45 UTC to Sunday, 12 June 2022 at 14:49 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 : 191
Unique Edges : 246
Edges With Duplicates : 1166
Total Edges : 1412
Number of Edge Types : 5
Tweet : 60
Retweet : 304
MentionsInRetweet : 573
Replies to : 36
Mentions : 439
Self-Loops : 64
Reciprocated Vertex Pair Ratio : 0.125
Reciprocated Edge Ratio : 0.222222222222222
Connected Components : 14
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 174
Maximum Edges in a Connected Component : 1391
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.662135
Graph Density : 0.0138881234499862
Modularity : 0.197439
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 191 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, 14 June 2022 at 00:45 UTC.

The requested start date was Tuesday, 14 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, 2-hour, 3-minute period from Tuesday, 31 May 2022 at 12:45 UTC to Sunday, 12 June 2022 at 14:49 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://www.graphconnect.com/
[4] https://www.youtube.com/watch?v=Dl5cFHk3slw&feature=youtu.be

[3] https://okt.to/PzBDti
[3] https://arrows.app:443/
[2] https://healthecco.org/covidgraph/
[2] https://twitter.com/graph_aware/status/1533735538582339584
[2] https://okt.to/nfqE9R
[1] http://indykite.one?utm_campaign=2022%20GraphConnect&utm_content=210757242&utm_medium=social&utm_source=twitter&hss_channel=tw-1416129929746464775
[1] https://okt.to/HJzLc4

Top URLs in Tweet in G1:
[3] https://arrows.app:443/
[2] https://okt.to/PzBDti
[1] https://okt.to/zdL5Sc
[1] https://okt.to/sLJpHa
[1] https://okt.to/fwylhk
[1] https://okt.to/iHrRSn
[1] https://okt.to/oRzQEp
[1] https://okt.to/I6XYyG
[1] https://okt.to/wG9PFo
[1] https://okt.to/VwtzN9

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

[1] https://www.youtube.com/neo4j/live
[1] https://www.youtube.com/watch?v=Dl5cFHk3slw&feature=youtu.be

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

Top URLs in Tweet in G3:
[1] https://neo4j.com/graphsummit/milan/
[1] https://www.graphconnect.com/
[1] http://indykite.one?utm_campaign=2022%20GraphConnect&utm_content=210757242&utm_medium=social&utm_source=twitter&hss_channel=tw-1416129929746464775
[1] https://okt.to/nfqE9R
[1] https://okt.to/PGUrYo
[1] https://okt.to/0EWXm5
[1] https://okt.to/bCN8sZ

Top URLs in Tweet in G4:
[2] https://twitter.com/graph_aware/status/1533735538582339584
[2] https://www.youtube.com/watch?v=Dl5cFHk3slw&feature=youtu.be

[1] https://okt.to/PzBDti
[1] https://twitter.com/rvanbruggen/status/862295599588270081
[1] https://hume.graphaware.com:443/
[1] https://tools.eventpower.com/reg/index/B5Px34MAHc?exhibitor_id=28995&utm_content=209793320&utm_medium=social&utm_source=twitter&hss_channel=tw-1381891062
[1] https://twitter.com/luannem/status/1534501041420509185
[1] https://twitter.com/JanMart60137032/status/1534580212645744642
[1] https://mng.bz/Ayqe
[1] https://www.linkedin.com/posts/alessandronegro_home-graphconnect-2022-activity-6937647800495058944-Z-M_/

Top URLs in Tweet in G5:
[2] https://healthecco.org/covidgraph/
[1] https://twitter.com/HealthECCO/status/1534534711791521792
[1] https://twitter.com/alexandererdl/status/1534246253760069634
[1] https://twitter.com/HealthECCO/status/1534256535118938113
[1] https://www.semspect.de
[1] https://twitter.com/zeshanghory/status/1534252667295436803

Top URLs in Tweet in G6:
[1] https://www.graphconnect.com/?mkt_tok=NzEwLVJSQy0zMzUAAAGEtJREYv3-ckCu_wYvN1m7KMQTqWbdyEhc6qa10Voz8jQqm74x2E-wifuBIoVDLX15qXcx_qfqwi7LafT71ASTqKYMEWSPXB1HvXcVRvuQ0fwAzcBi6hR2FliFgg
[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:
[2] https://www.graphconnect.com/
[1] https://www.3edges.com/

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=fm2BB3YURlA&feature=youtu.be

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


Top URLs in Tweet in G9:
[1] https://www.tomsawyer.com/events?utm_campaign=Engineering
[1] Social
[1] Media&utm_content=210143030&utm_medium=social&utm_source=twitter&hss_channel=tw-64446352

Top Domains
Top Domains in Tweet in Entire Graph:
[35] youtube.com
[28] okt.to
[14] twitter.com
[9] graphconnect.com
[5] linkedin.com
[4] arrows.app
[2] neo4j.com
[2] healthecco.org
[2] nodexlgraphgallery.org
[2] predictiveux.com

Top Domains in Tweet in G1:
[23] okt.to
[4] arrows.app
[4] graphconnect.com
[3] twitter.com
[2] predictiveux.com
[1] linkedin.com

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

Top Domains in Tweet in G3:
[4] okt.to
[1] neo4j.com
[1] graphconnect.com
[1] indykite.one

Top Domains in Tweet in G4:
[5] twitter.com
[2] linkedin.com
[2] youtube.com
[1] okt.to
[1] graphaware.com
[1] eventpower.com
[1] mng.bz
[1] graphable.ai

Top Domains in Tweet in G5:
[4] twitter.com
[2] healthecco.org
[1] semspect.de

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

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

Top Domains in Tweet in G8:
[2] youtube.com

Top Domains in Tweet in G9:
[1] tomsawyer.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[335] graphconnect
[73] neo4j
[32] graph
[24] auradb
[12] gdpr
[11] semspect
[8] graphdatascience
[8] healthecco
[8] covidgraph
[8] fujitsu



Top Hashtags in Tweet in G1:
[61] graphconnect
[33] neo4j
[5] graphdatabase
[5] graphdatascience
[3] knowledgelake
[3] graphconnect2022
[3] ux
[3] knowledgegraphs
[1] graphs
[1] datascience

Top Hashtags in Tweet in G2:
[57] graphconnect
[26] graph
[23] auradb
[13] neo4j
[12] gdpr
[6] java
[4] free
[2] semspect
[1] legend
[1] healthecco

Top Hashtags in Tweet in G3:
[24] graphconnect
[7] fujitsu
[4] neo4j
[4] graph
[3] graphs
[2] finserv
[1] graphsummit
[1] machinelearning
[1] semspect
[1] datascience

Top Hashtags in Tweet in G4:
[121] graphconnect
[6] neo4j
[5] lawenforcement
[3] graphdatascience
[2] graphs
[2] tryhume
[2] dataiku
[1] afterparty
[1] dragdiscovery
[1] antimoneylaundering

Top Hashtags in Tweet in G5:
[48] graphconnect
[10] neo4j
[7] covidgraph
[7] semspect
[6] healthecco
[5] covid19
[2] yfiles
[2] ddtx22
[1] graph
[1] datascience

Top Hashtags in Tweet in G6:
[11] graphconnect
[4] neo4j
[1] graphtheory
[1] conf
[1] graphparty
[1] paris
[1] simulation
[1] particles

Top Hashtags in Tweet in G7:
[10] graphconnect
[6] notimetocode
[5] graphdatabases
[4] graphql
[4] api
[3] nocode
[3] authorization
[2] neo4j
[1] everybodycangraph
[1] conference

Top Hashtags in Tweet in G9:
[3] graphconnect
[1] neo4j
[1] tsperspectives

Top Words
Top Words in Tweet in Entire Graph:
[331] #graphconnect
[295] neo4j
[211] graphconnect
[96] graph
[86] graph_aware
[83] meet
[72] 2022
[72] #neo4j
[72] live
[68] luannem

Top Words in Tweet in G1:
[78] neo4j
[64] graphconnect
[60] #graphconnect
[32] #neo4j
[27] graph
[19] keynote
[18] data
[16] meet
[16] help
[14] come

Top Words in Tweet in G2:
[99] neo4j
[57] #graphconnect
[55] graphconnect
[54] openmarketingtv
[45] live
[45] emileifrem
[39] 2022
[38] meet
[34] ceo
[31] emiel

Top Words in Tweet in G3:
[37] graphconnect
[21] neo4j
[21] #graphconnect
[15] 2022
[12] austin
[12] meet
[12] team
[10] larus
[7] fujitsulabs
[7] booth

Top Words in Tweet in G4:
[121] #graphconnect
[72] graph_aware
[68] neo4j
[57] luannem
[41] booth
[36] graph
[32] graphconnect
[27] today
[24] austin
[21] ikwattro

Top Words in Tweet in G5:
[48] #graphconnect
[21] neo4j
[16] ajarasch
[13] healthecco
[13] graph
[10] #neo4j
[10] great
[9] talk
[8] structr
[8] amorgner

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

Top Words in Tweet in G7:
[11] graphconnect
[10] 3edges_io
[10] #graphconnect
[8] alexb_imagina
[7] come
[7] winswan
[6] day
[6] #notimetocode
[5] 3edges
[5] #graphdatabases

Top Words in Tweet in G8:
[2] graphconnect
[2] 2022
[2] keynote
[2] youtube

Top Words in Tweet in G9:
[3] #graphconnect
[3] 2022
[3] few
[3] days
[3] away
[3] miss
[3] chance
[3] attend
[3] contact
[3] score

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[58] neo4j,#graphconnect
[52] graphconnect,2022
[52] live,graphconnect
[51] neo4j,live
[36] co,founder
[34] meet,emiel
[34] emiel,eifrem
[34] eifrem,ceo
[34] ceo,co
[34] founder,neo4j

Top Word Pairs in Tweet in G1:
[15] #neo4j,#graphconnect
[13] graphconnect,chance
[11] #graphconnect,#neo4j
[10] neo4j,#graphconnect
[9] next,week
[8] ž,havenâ
[8] havenâ,decided
[8] decided,come
[8] come,graphconnect
[8] chance,drop

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

Top Word Pairs in Tweet in G3:
[10] neo4j,#graphconnect
[10] graphconnect,2022
[6] jimwebber,graphconnect
[5] counting,down
[5] down,graphconnect
[5] 2022,june
[5] june,austin
[5] austin,tx
[5] tx,visit
[5] visit,#fujitsu

Top Word Pairs in Tweet in G4:
[22] neo4j,#graphconnect
[18] neo4j,graphconnect
[17] law,enforcement
[13] luannem,#graphconnect
[13] #graphconnect,keynote
[10] 4th,floor
[10] next,week
[10] graph_aware,booth
[10] meet,booth
[8] graph,analytics

Top Word Pairs in Tweet in G5:
[9] neo4j,#graphconnect
[6] using,graph
[6] #neo4j,#graphconnect
[5] feels,good
[5] good,back
[5] back,structr
[5] structr,conferences
[5] conferences,general
[5] general,favorite
[5] favorite,one

Top Word Pairs in Tweet in G6:
[2] #graphconnect,#neo4j
[2] graph,data

Top Word Pairs in Tweet in G7:
[5] #notimetocode,#graphdatabases
[5] setting,sponsor
[5] sponsor,booth
[5] booth,graphconnect
[5] graphconnect,come
[5] come,hi
[5] hi,alex
[5] alex,alexb_imagina
[5] alexb_imagina,dave
[5] dave,winswan

Top Word Pairs in Tweet in G8:
[2] graphconnect,2022
[2] 2022,keynote

Top Word Pairs in Tweet in G9:
[3] #graphconnect,2022
[3] 2022,few
[3] few,days
[3] days,away
[3] away,miss
[3] miss,chance
[3] chance,attend
[3] attend,contact
[3] contact,score
[3] score,10

Top Replied-To
Top Replied-To in Entire Graph:
@jimwebber
@mesirii
@rotnroll666
@graphconnect
@luannem
@mattcasters
@dataumbrella
@codek1
@rjurney
@amorgner

Top Replied-To in G1:
@rotnroll666
@jimwebber
@amorgner

Top Replied-To in G2:
@jimwebber
@rjurney
@janmart60137032
@mesirii
@luannem

Top Replied-To in G3:
@jimwebber
@graphconnect
@dataumbrella
@mattcasters
@codek1
@ryguyrg
@emileifrem

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

Top Replied-To in G5:
@agilelarus
@rotnroll666
@lordnarfz0g

Top Replied-To in G7:
@alexb_imagina

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

Top Mentioned in G1:
@neo4j
@emileifrem
@graphconnect
@barrasadv
@apcj
@graph_aware
@mesirii
@zeshanghory
@alexandererdl
@aliciaframe1

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

Top Mentioned in G3:
@graphconnect
@neo4j
@agilelarus
@fujitsulabs
@brusselsairport
@nsmith_piano
@openmarketingtv
@fujitsuamerica
@structr
@pavelkutac

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

Top Mentioned in G5:
@neo4j
@ajarasch
@healthecco
@structr
@amorgner
@derivo
@zeshanghory
@alexandererdl
@emileifrem
@mesirii

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

Top Mentioned in G8:
@youtube

Top Mentioned in G9:
@tsawyersoftware

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@mhall55nine
@fabriciosx
@thecuriousluke
@openmarketingtv
@releaseteam
@designthinkbot
@silentseawolf
@gdpr
@news_nocode

Top Tweeters in G1:
@designthinkbot
@rotnroll666
@neo4j
@stephen_abbott
@digitalhealthxx
@geologistico
@profkprabhakar
@danielcfng
@pouncey17
@fbiville

Top Tweeters in G2:
@fabriciosx
@openmarketingtv
@gdpr
@javageekbot
@doyleandre
@mariamadeyinkah
@realsalesadvice
@rjurney
@mkheck
@craigmullins

Top Tweeters in G3:
@chidambara09
@mhall55nine
@thecuriousluke
@silentseawolf
@black_dragon123
@brusselsairport
@technige
@gdbassett
@capmetroatx
@garthgilmour

Top Tweeters in G4:
@manningbooks
@mcolebrook
@ikwattro
@pfizer
@luannem
@giuseppe_futia
@rvanbruggen
@al
@aldrinm
@graph_aware

Top Tweeters in G5:
@enrikelopez
@segunyharuna
@amorgner
@ot_luk
@lordnarfz0g
@karinwolok
@structr
@yworks
@zeshanghory
@alexandererdl

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

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

Top Tweeters in G8:
@youtube
@jackivaughan
@geneweng

Top Tweeters in G9:
@amadeusluis
@tsawyersoftware
@bmaddenceo


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