graphconnect, Twitter, 5/24/2022 12:53:31 AM, 276944


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graphconnect_2022-05-23_17-45-00.xlsx
graphconnect_2022-05-23_17-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 24, 2022
Short Description:
graphconnect via NodeXL https://bit.ly/3PDKyHR
@neo4j
@jimwebber
@agilelarus
@lnordwall
@mattcasters
@kojiannoura
@derivo
@mit
@pfizer
@mesirii

Top hashtags:
#graphconnect
#neo4j
#graphconnect2022
#covid19
#semspect
#meetup
#graph
#graphtech
#graphdb
#graphdatabases

Description:
Description
The graph represents a network of 37 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, 24 May 2022 at 00:45 UTC.

The requested start date was Tuesday, 24 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 11-day, 18-hour, 28-minute period from Wednesday, 11 May 2022 at 00:48 UTC to Sunday, 22 May 2022 at 19:16 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 : 37
Unique Edges : 33
Edges With Duplicates : 36
Total Edges : 69
Number of Edge Types : 5
Tweet : 12
Mentions : 14
Retweet : 17
MentionsInRetweet : 24
Replies to : 2
Self-Loops : 12
Reciprocated Vertex Pair Ratio : 0.0526315789473684
Reciprocated Edge Ratio : 0.1
Connected Components : 7
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 29
Maximum Edges in a Connected Component : 62
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.636257
Graph Density : 0.03003003003003
Modularity : 0.439981
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 37 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, 24 May 2022 at 00:45 UTC.

The requested start date was Tuesday, 24 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 11-day, 18-hour, 28-minute period from Wednesday, 11 May 2022 at 00:48 UTC to Sunday, 22 May 2022 at 19:16 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:
[7] https://www.graphconnect.com/
[1] https://okt.to/XH6cT7
[1] https://okt.to/ZDXEu3
[1] https://okt.to/GUpFmc
[1] https://www.graphconnect.com/?utm_content=207905281&utm_medium=social&utm_source=twitter&hss_channel=tw-284043659
[1] https://neo4j.com/event/graphconnect-2022/
[1] https://www.meetup.com/data-umbrella/events/285993180/
[1] https://okt.to/sOce6l
[1] https://okt.to/rhmDOP
[1] https://okt.to/wNWd4I

Top URLs in Tweet in G1:
[1] https://okt.to/XH6cT7
[1] https://okt.to/ESqNh0
[1] https://okt.to/zdL5Sc
[1] https://www.graphconnect.com/
[1] https://okt.to/GUpFmc
[1] https://okt.to/ZDXEu3
[1] https://okt.to/sOce6l
[1] https://okt.to/rhmDOP
[1] https://okt.to/wNWd4I
[1] https://okt.to/38YQAT

Top URLs in Tweet in G2:
[1] https://www.graphconnect.com/
[1] https://neo4j.com/event/graphconnect-2022/
[1] https://www.meetup.com/data-umbrella/events/285993180/

Top URLs in Tweet in G3:
[4] https://www.graphconnect.com/

Top URLs in Tweet in G4:
[1] https://neo4j.com/blog/graphconnect-2022-make-the-most-austin-texas/
[1] https://okt.to/r6un5h
[1] https://www.graphconnect.com/
[1] https://www.graphconnect.com/?utm_content=207905281&utm_medium=social&utm_source=twitter&hss_channel=tw-284043659

Top Domains
Top Domains in Tweet in Entire Graph:
[10] okt.to
[10] graphconnect.com
[2] neo4j.com
[1] meetup.com

Top Domains in Tweet in G1:
[9] okt.to
[3] graphconnect.com

Top Domains in Tweet in G2:
[1] graphconnect.com
[1] neo4j.com
[1] meetup.com

Top Domains in Tweet in G3:
[4] graphconnect.com

Top Domains in Tweet in G4:
[2] graphconnect.com
[1] neo4j.com
[1] okt.to

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15] graphconnect
[15] neo4j
[5] graphconnect2022
[4] covid19
[3] semspect
[1] meetup
[1] graph
[1] graphtech
[1] graphdb
[1] graphdatabases



Top Hashtags in Tweet in G1:
[13] neo4j
[10] graphconnect
[3] graphconnect2022
[3] semspect
[1] datascience
[1] covid19
[1] graph
[1] graphtech
[1] graphdb

Top Hashtags in Tweet in G2:
[3] covid19
[1] meetup

Top Hashtags in Tweet in G4:
[2] graphconnect2022
[2] neo4j
[1] graphdatabases
[1] graphconnect

Top Hashtags in Tweet in G5:
[4] graphconnect

Top Words
Top Words in Tweet in Entire Graph:
[30] graphconnect
[30] austin
[18] june
[15] #graphconnect
[15] #neo4j
[14] 2022
[14] tx
[11] re
[11] year
[10] neo4j

Top Words in Tweet in G1:
[16] graphconnect
[14] austin
[13] #neo4j
[10] #graphconnect
[10] re
[8] neo4j
[8] june
[7] tx
[7] 2022
[6] year

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

Top Words in Tweet in G3:
[5] graphconnect
[5] austin
[4] co
[4] nd1amquvk8
[4] happening
[4] june
[4] tx
[4] weather's
[4] hot
[4] tech's

Top Words in Tweet in G4:
[3] austin
[2] training
[2] graphconnect
[2] register
[2] #graphconnect2022
[2] #neo4j
[2] tx

Top Words in Tweet in G5:
[4] very
[4] excited
[4] announce
[4] #graphconnect
[4] back
[4] year
[4] june
[4] 2022
[4] austin
[4] larus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[14] austin,tx
[13] june,austin
[9] #neo4j,#graphconnect
[9] graphconnect,2022
[9] 2022,austin
[6] graphconnect,co
[6] co,nd1amquvk8
[6] nd1amquvk8,happening
[6] happening,june
[6] tx,weather's

Top Word Pairs in Tweet in G1:
[9] #neo4j,#graphconnect
[7] june,austin
[7] austin,tx
[6] graphconnect,2022
[5] re,heading
[5] heading,graphconnect
[5] graphconnect,year
[5] year,re
[5] re,treat
[5] treat,many

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:
[4] graphconnect,co
[4] co,nd1amquvk8
[4] nd1amquvk8,happening
[4] happening,june
[4] june,austin
[4] austin,tx
[4] tx,weather's
[4] weather's,hot
[4] hot,tech's
[4] tech's,cool

Top Word Pairs in Tweet in G4:
[2] austin,tx

Top Word Pairs in Tweet in G5:
[4] very,excited
[4] excited,announce
[4] announce,#graphconnect
[4] #graphconnect,back
[4] back,year
[4] year,june
[4] june,2022
[4] 2022,austin
[4] austin,larus
[3] agilelarus,very

Top Replied-To
Top Replied-To in Entire Graph:
@savasp
@rvanbruggen

Top Replied-To in G3:
@savasp

Top Replied-To in G6:
@rvanbruggen

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@jimwebber
@pfizer
@mit
@agilelarus
@lnordwall
@derivo
@linkurious
@apcj
@microsoft

Top Mentioned in G1:
@neo4j
@linkurious
@derivo
@apcj
@agilelarus
@lnordwall
@pfizer
@mit
@jimwebber
@basf

Top Mentioned in G2:
@pfizer
@mit
@lnordwall
@jimwebber
@kojiannoura
@adobe
@google
@neo4j
@meetup

Top Mentioned in G3:
@jimwebber

Top Mentioned in G5:
@agilelarus

Top Mentioned in G6:
@graphconnect

Top Tweeters
Top Tweeters in Entire Graph:
@google
@rotnroll666
@rugi
@neo4j
@adobe
@danielcfng
@microsoft
@mit
@mesirii
@jimwebber

Top Tweeters in G1:
@neo4j
@danielcfng
@microsoft
@basf
@linkurious
@lancewalter
@mentatseb
@mluther
@apcj
@maruthiprithivi

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

Top Tweeters in G3:
@jimwebber
@mdavidallen
@savasp
@i_am_rocha
@st3llasia

Top Tweeters in G4:
@themellybee
@lyonwj
@cambridgeintel
@aaronholtn4j
@angie_lea_zzzzz

Top Tweeters in G5:
@rugi
@francis_anyuru
@fujitsulabs
@agilelarus

Top Tweeters in G6:
@mesirii
@graphconnect
@rvanbruggen