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graphconnect_2018-06-13_07-44-31.xlsx
graphconnect_2018-06-13_07-44-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 13, 2018
Short Description:
graphconnect via NodeXL http://bit.ly/2sU1scu
@graphconnect
@neo4j
@gretaworkman
@pouncey17
@openmarketingtv
@bwmerkl
@lnordwall
@lyonwj
@albertodela80
@jimwebber

Top hashtags:
#graphconnect
#neo4j
#cfp
#graphdatabases
#callforpapers
#etl
#jdbc
#ai
#machinelearning

Description:
Description
The graph represents a network of 45 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 Wednesday, 13 June 2018 at 14:44 UTC.

The requested start date was Wednesday, 13 June 2018 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 2-hour, 8-minute period from Wednesday, 30 May 2018 at 14:52 UTC to Tuesday, 12 June 2018 at 17:00 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 : 45
Unique Edges : 82
Edges With Duplicates : 109
Total Edges : 191
Number of Edge Types : 3
Mentions : 165
Tweet : 18
Replies to : 8
Self-Loops : 18
Reciprocated Vertex Pair Ratio : 0.101123595505618
Reciprocated Edge Ratio : 0.183673469387755
Connected Components : 7
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 39
Maximum Edges in a Connected Component : 177
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.996071
Graph Density : 0.0494949494949495
Modularity : 0.23038
NodeXL Version : 1.0.1.399

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[29] https://neo4j.com/blog/graphconnect-presenter-cfp-is-now-open/
[20] https://neo4j.com/blog/advice-for-first-time-graphconnect-presenter-tips-tricks/
[4] https://graphconnect.com/
[3] https://www.papercall.io/graphconnect2018
[2] https://twitter.com/bwmerkl/status/1002559091267571713
[1] https://graphconnect.com/?ref=social-camp
[1] https://www.linkedin.com/slink?code=edzcTX5
[1] https://www.linkedin.com/slink?code=edznjzn
[1] https://twitter.com/GraphConnect/status/1005079610172813314
[1] https://mobile.twitter.com/lyonwj/status/1001838788836913152

Top URLs in Tweet in G1:
[9] https://neo4j.com/blog/advice-for-first-time-graphconnect-presenter-tips-tricks/
[7] https://neo4j.com/blog/graphconnect-presenter-cfp-is-now-open/
[3] https://www.papercall.io/graphconnect2018
[1] https://graphconnect.com/?ref=social-camp
[1] https://www.linkedin.com/slink?code=edzcTX5
[1] https://www.linkedin.com/slink?code=edznjzn
[1] https://graphconnect.com/
[1] https://www.eventbrite.com/e/graphconnect-new-york-city-2018-tickets-43450286978?aff=estw&utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-source=tw&utm-term=checkoutwidget

Top URLs in Tweet in G2:
[8] https://neo4j.com/blog/advice-for-first-time-graphconnect-presenter-tips-tricks/
[8] https://neo4j.com/blog/graphconnect-presenter-cfp-is-now-open/
[1] https://graphconnect.com/
[1] https://mobile.twitter.com/lyonwj/status/1001838788836913152

Top URLs in Tweet in G3:
[7] https://neo4j.com/blog/graphconnect-presenter-cfp-is-now-open/
[2] https://twitter.com/bwmerkl/status/1002559091267571713
[1] https://neo4j.com/blog/advice-for-first-time-graphconnect-presenter-tips-tricks/

Top URLs in Tweet in G4:
[6] https://neo4j.com/blog/graphconnect-presenter-cfp-is-now-open/
[1] https://graphconnect.com/
[1] https://neo4j.com/blog/advice-for-first-time-graphconnect-presenter-tips-tricks/
[1] https://www.krachik.com/actualites/article/1170829/What-Advice-Do-You-Have-for-a-First-Time-GraphConnect-Presenter-Submit-Your-Tips-Tricks
[1] https://www.krachik.com/actualites/article/1154407/Are-You-the-GraphConnect-2018-Presenter-Weve-Been-Looking-for-CFP-Is-Now-Open
[1] http://www.techvisor.nl/Nieuws.aspx?iid=5844D45C26E4E288A60E7075AA2EFB5D9996EA1F
[1] http://www.techvisor.nl/Nieuws.aspx?iid=AE9E507867731C0D6FA57B61C658F4E4B0D82A38
[1] https://twitter.com/GraphConnect/status/1005079610172813314

Top URLs in Tweet in G5:
[1] https://graphconnect.com/
[1] https://neo4j.com/blog/advice-for-first-time-graphconnect-presenter-tips-tricks/
[1] https://neo4j.com/blog/graphconnect-presenter-cfp-is-now-open/
[1] https://neo4j.com/blog/neo4j-etl-1-2-0-release-whats-new-and-demo/
[1] https://www.linkedin.com/slink?code=dyJtyW7

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[53] graphconnect
[47] neo4j
[15] cfp
[13] graphdatabases
[11] callforpapers
[2] etl
[2] jdbc
[1] ai
[1] machinelearning



Top Hashtags in Tweet in G1:
[18] graphconnect
[15] neo4j
[8] graphdatabases
[7] cfp
[4] callforpapers
[1] ai
[1] machinelearning

Top Hashtags in Tweet in G2:
[21] graphconnect
[15] neo4j
[5] graphdatabases
[4] callforpapers
[4] cfp

Top Hashtags in Tweet in G3:
[8] graphconnect
[2] cfp

Top Hashtags in Tweet in G4:
[15] neo4j
[5] graphconnect
[3] callforpapers
[2] cfp

Top Hashtags in Tweet in G5:
[2] neo4j
[2] etl
[2] jdbc
[1] graphconnect

Top Words
Top Words in Tweet in Entire Graph:
[33] Words in Sentiment List#1: Positive
[13] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2350] Non-categorized Words
[2396] Total Words
[134] graphconnect
[87] neo4j
[54] presenter
[45] cfp
[42] now

Top Words in Tweet in G1:
[41] graphconnect
[20] neo4j
[16] presenter
[14] 2018
[13] nyc
[12] cfp
[11] now
[11] open
[10] submit
[9] bwmerkl

Top Words in Tweet in G2:
[45] graphconnect
[24] neo4j
[16] gretaworkman
[15] presenter
[14] submit
[13] tips
[13] tricks
[12] advice
[12] time
[11] first

Top Words in Tweet in G3:
[22] graphconnect
[14] neo4j
[12] presenter
[9] cfp
[9] now
[9] open
[9] 2018
[9] bwmerkl
[8] looking
[7] submit

Top Words in Tweet in G4:
[19] neo4j
[18] graphconnect
[9] cfp
[9] presenter
[8] now
[8] open
[7] looking
[7] 2018
[6] ve
[5] ã

Top Words in Tweet in G5:
[10] neo4j
[8] graphconnect
[5] cfp
[5] now
[5] open
[4] share
[4] graph
[4] story
[4] world
[4] nyc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[40] now,open
[35] graphconnect,2018
[28] tips,tricks
[26] advice,first
[26] first,time
[26] time,graphconnect
[26] graphconnect,presenter
[26] presenter,submit
[26] submit,tips
[25] ve,looking

Top Word Pairs in Tweet in G1:
[11] graphconnect,2018
[10] graphconnect,nyc
[9] now,open
[9] times,square
[8] join,graphconnect
[8] nyc,sep
[8] sep,20
[8] 20,right
[8] right,times
[8] square,1500

Top Word Pairs in Tweet in G2:
[13] tips,tricks
[13] graphconnect,neo4j
[11] advice,first
[11] first,time
[11] time,graphconnect
[11] graphconnect,presenter
[11] presenter,submit
[11] submit,tips
[10] gretaworkman,graphconnect
[10] tricks,gretaworkman

Top Word Pairs in Tweet in G3:
[9] now,open
[9] graphconnect,2018
[7] 2018,presenter
[7] ve,looking
[7] looking,cfp
[7] cfp,now
[7] open,bwmerkl
[6] neo4j,graphconnect
[4] advice,first
[4] first,time

Top Word Pairs in Tweet in G4:
[8] now,open
[7] graphconnect,2018
[6] 2018,presenter
[6] ve,looking
[6] looking,cfp
[6] cfp,now
[5] bwmerkl,graphconnect
[5] presenter,ve
[4] graphconnect,neo4j
[4] neo4j,graphconnect

Top Word Pairs in Tweet in G5:
[5] now,open
[4] cfp,graphconnect
[4] graphconnect,now
[4] open,share
[4] share,graph
[4] graph,neo4j
[4] neo4j,story
[4] story,world
[4] world,nyc
[4] nyc,september

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@graphconnect
@neo4j
@bwmerkl
@gretaworkman
@lnordwall
@lyonwj
@krachik
@albertodela80
@messirii

Top Mentioned in G1:
@graphconnect
@bwmerkl
@gretaworkman
@lnordwall
@neo4j
@lyonwj
@johncaito
@pguyott726
@jimwebber

Top Mentioned in G2:
@graphconnect
@gretaworkman
@neo4j
@bwmerkl
@lyonwj
@askkerush

Top Mentioned in G3:
@neo4j
@graphconnect
@bwmerkl
@gretaworkman
@jmhreif
@lyonwj
@lnordwall

Top Mentioned in G4:
@krachik

Top Mentioned in G5:
@neo4j
@graphconnect
@lyonwj
@bwmerkl
@albertodela80
@messirii
@openmarketingtv

Top Tweeters
Top Tweeters in Entire Graph:
@openmarketingtv
@sigp226
@techvisornl
@jadp
@neo4j
@krachik
@callbackwomen
@pouncey17
@peterbell
@dbakerit

Top Tweeters in G1:
@jimwebber
@ikwattro
@totetmatt
@garrygolden
@glen_ford
@savasp
@graphconnect
@albertodela80
@mdavidallen
@alessandronegro

Top Tweeters in G2:
@jadp
@neo4j
@callbackwomen
@dbakerit
@ywolok
@antogoriv
@cedricfauvet
@elequ
@neo4jde
@askkerush

Top Tweeters in G3:
@pouncey17
@peterbell
@rasulvatsan
@emileifrem
@bwmerkl
@jmhreif
@jocelyn_neo4j
@connectedmps

Top Tweeters in G4:
@sigp226
@techvisornl
@krachik
@conradwt
@xebiaacademy
@diatucostua7879

Top Tweeters in G5:
@openmarketingtv
@mesirii
@davefauth
@lyonwj
@messirii