graphconnect, Twitter, 5/31/2022 12:47:27 AM, 277377


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graphconnect_2022-05-30_17-45-00.xlsx
graphconnect_2022-05-30_17-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 31, 2022
Short Description:
graphconnect via NodeXL https://bit.ly/3N46KZU
@neo4j
@this0499154500
@luannem
@agilelarus
@mesirii
@lnordwall
@jimwebber
@mindstandt
@graph_aware
@lyonwj

Top hashtags:
#graphconnect
#neo4j
#swiftui
#covid19
#fujitsu
#semspect
#mindstandmonday
#larus

Description:
Description
The graph represents a network of 60 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, 31 May 2022 at 00:45 UTC.

The requested start date was Tuesday, 31 May 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 10-day, 3-hour, 5-minute period from Tuesday, 17 May 2022 at 10:49 UTC to Friday, 27 May 2022 at 13:54 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 : 60
Unique Edges : 51
Edges With Duplicates : 107
Total Edges : 158
Number of Edge Types : 5
Retweet : 46
MentionsInRetweet : 58
Replies to : 1
Mentions : 34
Tweet : 19
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.036144578313253
Reciprocated Edge Ratio : 0.0697674418604651
Connected Components : 7
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 145
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.81971
Graph Density : 0.0242937853107345
Modularity : 0.371795
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 60 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, 31 May 2022 at 00:45 UTC.

The requested start date was Tuesday, 31 May 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 10-day, 3-hour, 5-minute period from Tuesday, 17 May 2022 at 10:49 UTC to Friday, 27 May 2022 at 13:54 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:
[10] https://www.graphconnect.com/
[2] https://www.tomsawyer.com/events?utm_campaign=Engineering
[2] Social
[1] https://www.youtube.com/watch?v=xlHc7B_zN84&feature=youtu.be

[1] https://twitter.com/maruthiprithivi/status/1529244864508055557
[1] https://okt.to/4FvbH7
[1] https://okt.to/TCRYiU
[1] https://okt.to/tZ3VMy
[1] https://okt.to/E2CS9D
[1] https://okt.to/1psrBf

Top URLs in Tweet in G1:
[1] https://tools.eventpower.com/reg/index/B5Px34MAHc?exhibitor_id=28995&utm_content=209265039&utm_medium=social&utm_source=twitter&hss_channel=tw-1381891062
[1] https://okt.to/4FvbH7
[1] https://okt.to/zdL5Sc
[1] https://www.graphconnect.com/
[1] https://okt.to/dfYBNx
[1] https://okt.to/Ogn6Pk
[1] https://okt.to/GUpFmc
[1] https://okt.to/ZDXEu3
[1] https://okt.to/XH6cT7
[1] https://okt.to/TCRYiU

Top URLs in Tweet in G2:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276944
[1] https://neo4j.com/event/graphconnect-2022/
[1] https://www.graphconnect.com/
[1] https://www.meetup.com/data-umbrella/events/285993180/

Top URLs in Tweet in G3:
[2] https://www.graphconnect.com/
[1] https://twitter.com/maruthiprithivi/status/1529244864508055557
[1] https://www.youtube.com/watch?v=xlHc7B_zN84&feature=youtu.be


Top URLs in Tweet in G5:
[5] https://www.graphconnect.com/

Top URLs in Tweet in G6:
[1] https://tools.eventpower.com/reg/index/B5Px34MAHc?exhibitor_id=28995
[1] https://twitter.com/rvanbruggen/status/862295599588270081
[1] https://www.graphconnect.com/

Top URLs in Tweet in G7:
[1] https://www.graphconnect.com/?utm_content=207905281&utm_medium=social&utm_source=twitter&hss_channel=tw-284043659
[1] https://okt.to/KxtP1W
[1] https://www.graphconnect.com/?utm_campaign=Social-Media&utm_content=158532595&utm_medium=social&utm_source=twitter&hss_channel=tw-897858440

Top URLs in Tweet in G8:
[2] https://www.tomsawyer.com/events?utm_campaign=Engineering
[2] Social
[1] Media&utm_content=209197612&utm_medium=social&utm_source=twitter&hss_channel=tw-64446352
[1] Media&utm_content=209047186&utm_medium=social&utm_source=twitter&hss_channel=tw-64446352

Top URLs in Tweet in G9:
[1] https://www.graphconnect.com/agenda

Top URLs in Tweet in G10:
[1] https://okt.to/jUtOXJ

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[53] graphconnect
[28] neo4j
[5] swiftui
[5] covid19
[4] fujitsu
[4] semspect
[4] mindstandmonday
[3] larus
[3] graphconnect2022
[2] graph



Top Hashtags in Tweet in G1:
[22] graphconnect
[16] neo4j
[1] swiftui
[1] semspect
[1] covid19
[1] datascience
[1] mindstandmonday

Top Hashtags in Tweet in G2:
[4] covid19
[2] meetup
[1] graphconnect
[1] neo4j
[1] graphconnect2022
[1] semspect
[1] graph
[1] graphtech
[1] graphdb
[1] graphdatabases

Top Hashtags in Tweet in G3:
[4] graphconnect
[1] swiftui

Top Hashtags in Tweet in G4:
[8] graphconnect
[3] fujitsu
[3] larus
[1] galileo
[1] neo4j

Top Hashtags in Tweet in G5:
[3] swiftui
[2] graphconnect
[2] neo4j
[1] graphql

Top Hashtags in Tweet in G6:
[6] graphconnect

Top Hashtags in Tweet in G7:
[3] graphconnect
[1] graphconnect2022
[1] graph
[1] graphtechnology
[1] neo4j
[1] analytics
[1] graphviz

Top Hashtags in Tweet in G8:
[4] neo4j
[4] graphconnect
[2] tsperspectives
[2] dataviz
[1] graphs
[1] dataanalysis
[1] bigdata

Top Hashtags in Tweet in G9:
[3] mindstandmonday
[1] learnwithmindstand
[1] graphconnect
[1] graphconnect2022
[1] tech
[1] neo4j

Top Hashtags in Tweet in G10:
[2] graphconnect
[1] fujitsu
[1] finserv

Top Words
Top Words in Tweet in Entire Graph:
[53] #graphconnect
[47] graphconnect
[44] austin
[28] june
[28] #neo4j
[27] 2022
[24] tx
[20] neo4j
[19] very
[19] excited

Top Words in Tweet in G1:
[22] #graphconnect
[21] graphconnect
[16] #neo4j
[13] neo4j
[11] re
[10] austin
[8] june
[8] code
[8] social25
[7] 2022

Top Words in Tweet in G2:
[7] graphconnect
[4] pfizer
[4] #covid19
[4] austin
[3] lnordwall
[3] 2022
[3] approaching
[3] come
[3] listen
[3] developed

Top Words in Tweet in G3:
[6] graphconnect
[5] looking
[5] forward
[4] #graphconnect
[4] mesirii
[4] austin
[2] luannem
[2] again
[2] building
[2] talks

Top Words in Tweet in G4:
[8] #graphconnect
[8] 2022
[8] austin
[5] very
[5] excited
[5] announce
[5] back
[5] year
[5] june
[5] larus

Top Words in Tweet in G5:
[7] graphconnect
[7] austin
[7] tx
[4] workshop
[4] building
[4] june
[3] coming
[3] leading
[3] hands
[3] covering

Top Words in Tweet in G6:
[6] #graphconnect
[6] again
[6] time
[5] very
[5] excited
[5] speaking
[5] sharing
[5] experiences
[5] gathered
[5] building

Top Words in Tweet in G7:
[3] austin
[3] #graphconnect
[2] tx
[2] meet

Top Words in Tweet in G8:
[6] data
[4] wondering
[4] visualize
[4] make
[4] sense
[4] #neo4j
[4] join
[4] #graphconnect
[4] 2022
[4] june

Top Words in Tweet in G9:
[3] #mindstandmonday
[3] very
[3] excited
[3] see
[3] co
[3] founders
[3] eric
[3] solender
[3] nikita
[3] wootten

Top Words in Tweet in G10:
[4] larus
[2] join
[2] #graphconnect
[2] 2022
[2] meet
[2] research
[2] team
[2] partner
[2] business
[2] automation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[24] austin,tx
[19] very,excited
[16] june,austin
[14] #graphconnect,again
[13] 2022,austin
[12] speaking,#graphconnect
[12] #graphconnect,2022
[9] excited,speaking
[9] again,time
[9] time,sharing

Top Word Pairs in Tweet in G1:
[8] code,social25
[8] #neo4j,#graphconnect
[7] neo4j,#neo4j
[5] austin,texas
[5] speaking,#graphconnect
[4] #graphconnect,again
[4] june,austin
[4] very,excited
[4] join,june
[4] use,promo

Top Word Pairs in Tweet in G2:
[3] graphconnect,2022
[3] 2022,austin
[3] austin,approaching
[3] approaching,come
[3] come,listen
[3] listen,pfizer
[3] pfizer,developed
[3] developed,#covid19
[3] #covid19,vaccine
[3] vaccine,stays

Top Word Pairs in Tweet in G3:
[5] looking,forward
[2] #graphconnect,again
[2] forward,talks
[2] talks,graphconnect
[2] graphconnect,more
[2] more,meeting
[2] meeting,hanging
[2] hanging,devzone
[2] devzone,having
[2] having,fun

Top Word Pairs in Tweet in G4:
[8] 2022,austin
[5] very,excited
[5] excited,announce
[5] announce,#graphconnect
[5] #graphconnect,back
[5] back,year
[5] year,june
[5] june,2022
[5] austin,larus
[4] agilelarus,very

Top Word Pairs in Tweet in G5:
[7] austin,tx
[4] june,austin
[3] coming,graphconnect
[3] graphconnect,austin
[3] tx,leading
[3] leading,hands
[3] hands,workshop
[3] workshop,covering
[3] covering,building
[3] building,mobile

Top Word Pairs in Tweet in G6:
[6] #graphconnect,again
[5] very,excited
[5] excited,speaking
[5] speaking,#graphconnect
[5] again,time
[5] time,sharing
[5] sharing,experiences
[5] experiences,gathered
[5] gathered,building
[5] building,law

Top Word Pairs in Tweet in G7:
[2] austin,tx

Top Word Pairs in Tweet in G8:
[4] wondering,visualize
[4] visualize,make
[4] make,sense
[4] sense,#neo4j
[4] #neo4j,data
[4] data,join
[4] join,#graphconnect
[4] #graphconnect,2022
[4] 2022,june
[4] june,austin

Top Word Pairs in Tweet in G9:
[3] #mindstandmonday,very
[3] very,excited
[3] excited,see
[3] see,co
[3] co,founders
[3] founders,eric
[3] eric,solender
[3] solender,nikita
[3] nikita,wootten
[3] wootten,featured

Top Word Pairs in Tweet in G10:
[2] join,#graphconnect
[2] #graphconnect,2022
[2] 2022,meet
[2] meet,research
[2] research,team
[2] team,partner
[2] partner,larus
[2] larus,business
[2] business,automation
[2] automation,discuss

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

Top Replied-To in G3:
@mesirii

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@luannem
@graph_aware
@jimwebber
@agilelarus
@mit
@pfizer
@lyonwj
@mesirii
@lnordwall

Top Mentioned in G1:
@neo4j
@luannem
@graph_aware
@lyonwj
@agilelarus
@derivo
@lnordwall
@pfizer
@mit
@jimwebber

Top Mentioned in G2:
@mit
@pfizer
@lnordwall
@neo4j
@jimwebber
@kojiannoura
@agilelarus
@mattcasters
@derivo
@mesirii

Top Mentioned in G3:
@graphconnect
@mesirii
@luannem
@graph_aware
@alexandererdl
@jimwebber
@lyonwj

Top Mentioned in G4:
@agilelarus
@fujitsulabs

Top Mentioned in G5:
@luannem
@lyonwj
@jimwebber
@graph_aware

Top Mentioned in G6:
@luannem
@graph_aware
@neo4j

Top Mentioned in G8:
@tsawyersoftware

Top Mentioned in G9:
@mindstandt

Top Mentioned in G10:
@fujitsuamerica

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@openmarketingtv
@google
@rotnroll666
@rugi
@neo4j
@adobe
@janhacker9
@danielcfng
@microsoft

Top Tweeters in G1:
@neo4j
@janhacker9
@danielcfng
@microsoft
@basf
@kaynairv
@nsmith_piano
@tomaskuba
@graph_aware
@datamacas

Top Tweeters in G2:
@google
@rotnroll666
@adobe
@mit
@this0499154500
@pfizer
@meetup
@mattcasters
@kojiannoura
@lnordwall

Top Tweeters in G3:
@mesirii
@epiccodingnet
@ikwattro
@mdavidallen
@graphconnect
@alexandererdl

Top Tweeters in G4:
@rugi
@orianajanem
@francis_anyuru
@fujitsulabs
@agilelarus
@elizabeth_yyu

Top Tweeters in G5:
@openmarketingtv
@jimwebber
@lyonwj
@i_am_rocha
@st3llasia

Top Tweeters in G6:
@comicthief
@luannem
@aldrinm
@miromarchi
@greg_appga

Top Tweeters in G7:
@linkurious
@themellybee
@neo4jfr
@cambridgeintel

Top Tweeters in G8:
@amadeusluis
@tsawyersoftware
@bmaddenceo

Top Tweeters in G9:
@succeedlater
@mindstandt
@ochukwuemekah

Top Tweeters in G10:
@chidambara09
@fujitsuamerica


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