graphconnect, Twitter, 7/11/2018 2:36:31 PM, 158725


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graphconnect_2018-07-11_07-34-31.xlsx
graphconnect_2018-07-11_07-34-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 11, 2018
Short Description:
graphconnect via NodeXL http://bit.ly/2uqifUs
@neo4j
@graphconnect
@ikwattro
@graphco
@alessandronegro
@bwmerkl
@ed_dodds
@pouncey17
@unterstein
@jeanepaul

Top hashtags:
#neo4j
#apachemesos
#dcos
#graphconnect
#graphdatabases
#scale
#healthcare

Description:
Description
The graph represents a network of 48 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, 11 July 2018 at 14:34 UTC.

The requested start date was Wednesday, 11 July 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, 17-hour, 16-minute period from Wednesday, 27 June 2018 at 06:00 UTC to Tuesday, 10 July 2018 at 23:16 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 : 48
Unique Edges : 88
Edges With Duplicates : 98
Total Edges : 186
Number of Edge Types : 3
Mentions : 167
Replies to : 8
Tweet : 11
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0476190476190476
Reciprocated Edge Ratio : 0.0909090909090909
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 45
Maximum Edges in a Connected Component : 176
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.330375
Graph Density : 0.048758865248227
Modularity : 0.327943
NodeXL Version : 1.0.1.400

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[28] https://neo4j.com/blog/scale-out-neo4j-using-apache-mesos-and-dc-os/
[5] https://neo4j.com/blog/connecting-dots-in-early-drug-discovery-at-novartis/
[4] https://neo4j.com/blog/driving-predictive-analytics-neo4j/?utm_content=buffer69dd9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://neo4j.com/blog/graphconnect-presenter-cfp-is-now-open/
[3] https://neo4j.com/blog/using-neo4j-investigate-connections-in-us-healthcare-system/
[3] http://blog.bruggen.com/2017/11/podcast-interview-with-ray-bernard.html?utm_content=buffer5ae74&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://neo4j.com/blog/devops-ashley-sun-software-engineer-lendingclub/?utm_content=bufferd2d9e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://neo4j.com/blog/visualizing-healthy-lifestyle-alicia-powers-svp-nycedc/
[2] http://graphconnect.com/
[2] https://www.papercall.io/cfps/1177/submissions/new

Top URLs in Tweet in G1:
[10] https://neo4j.com/blog/scale-out-neo4j-using-apache-mesos-and-dc-os/
[5] https://neo4j.com/blog/connecting-dots-in-early-drug-discovery-at-novartis/
[2] https://neo4j.com/blog/graphconnect-presenter-cfp-is-now-open/
[2] https://neo4j.com/blog/using-neo4j-investigate-connections-in-us-healthcare-system/
[1] https://neo4j.com/blog/machine-learning-on-graphs-ajinkya-kale-senior-applied-researcher-ebay/

Top URLs in Tweet in G2:
[16] https://neo4j.com/blog/scale-out-neo4j-using-apache-mesos-and-dc-os/
[3] https://neo4j.com/blog/driving-predictive-analytics-neo4j/?utm_content=buffer69dd9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://neo4j.com/blog/visualizing-healthy-lifestyle-alicia-powers-svp-nycedc/
[2] http://blog.bruggen.com/2017/11/podcast-interview-with-ray-bernard.html?utm_content=buffer5ae74&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://neo4j.com/blog/graphconnect-presenter-cfp-is-now-open/
[1] http://graphconnect.com/
[1] https://neo4j.com/blog/devops-ashley-sun-software-engineer-lendingclub/?utm_content=bufferd2d9e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://neo4j.com/blog/using-neo4j-investigate-connections-in-us-healthcare-system/

Top URLs in Tweet in G3:
[1] https://www.facebook.com/events/271760003370328/
[1] https://www.youtube.com/watch?v=AMrXgoB3iBg&feature=youtu.be

[1] http://www.graphconnect.com/

Top URLs in Tweet in G4:
[2] https://www.papercall.io/cfps/1177/submissions/new
[2] https://neo4j.com/blog/scale-out-neo4j-using-apache-mesos-and-dc-os/
[1] http://graphconnect.com/
[1] http://blog.bruggen.com/2017/11/podcast-interview-with-ray-bernard.html?utm_content=buffer5ae74&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://neo4j.com/blog/driving-predictive-analytics-neo4j/?utm_content=buffer69dd9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://neo4j.com/blog/graphconnect-presenter-cfp-is-now-open/
[1] https://neo4j.com/blog/devops-ashley-sun-software-engineer-lendingclub/?utm_content=bufferd2d9e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[51] neo4j
[28] apachemesos
[28] dcos
[27] graphconnect
[16] graphdatabases
[7] scale
[6] healthcare
[5] containerorchestration
[5] drugdiscovery
[4] cfp



Top Hashtags in Tweet in G1:
[14] neo4j
[13] graphconnect
[10] apachemesos
[10] dcos
[7] graphdatabases
[7] scale
[5] drugdiscovery
[5] healthcare
[3] pharmaceuticals
[2] cfp

Top Hashtags in Tweet in G2:
[23] neo4j
[16] apachemesos
[16] dcos
[10] graphconnect
[5] graphdatabases
[2] containerorchestration
[2] devops
[2] graphistania
[1] geospatial
[1] gis

Top Hashtags in Tweet in G3:
[1] nlp
[1] ml
[1] neo4j

Top Hashtags in Tweet in G4:
[13] neo4j
[4] graphconnect
[4] graphdatabases
[2] apachemesos
[2] dcos
[2] containerorchestration
[1] ukoug_tech18
[1] graphistania
[1] karaoke
[1] graphkaraoke

Top Words
Top Words in Tweet in Entire Graph:
[24] Words in Sentiment List#1: Positive
[1] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1663] Non-categorized Words
[1688] Total Words
[84] neo4j
[73] graphconnect
[50] scale
[31] using
[29] out

Top Words in Tweet in G1:
[26] scale
[25] graphconnect
[19] neo4j
[12] using
[11] out
[10] graphs
[10] apachemesos
[10] dcos
[10] unterstein
[8] cfp

Top Words in Tweet in G2:
[41] neo4j
[25] graphconnect
[22] scale
[17] using
[16] unterstein
[16] out
[16] apachemesos
[16] dcos
[10] shows
[10] causal

Top Words in Tweet in G3:
[13] ikwattro
[12] graph
[11] great
[11] news
[11] alessandronegro
[11] myself
[11] run
[11] full
[11] day
[11] based

Top Words in Tweet in G4:
[14] neo4j
[12] graphconnect
[5] cfp
[4] graphdatabases
[3] 2018
[3] sessions
[3] archives
[2] 24
[2] hours
[2] until

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[28] scale,out
[28] out,neo4j
[28] using,apachemesos
[28] apachemesos,dcos
[15] graphs,scale
[15] scale,scale
[15] neo4j,using
[15] dcos,unterstein
[13] great,news
[13] news,alessandronegro

Top Word Pairs in Tweet in G1:
[10] scale,out
[10] out,neo4j
[10] using,apachemesos
[10] apachemesos,dcos
[9] graphs,scale
[9] scale,scale
[9] neo4j,using
[9] dcos,unterstein
[7] graphdatabases,scale
[6] graphconnect,2018

Top Word Pairs in Tweet in G2:
[16] scale,out
[16] out,neo4j
[16] using,apachemesos
[16] apachemesos,dcos
[10] unterstein,shows
[10] shows,scale
[10] neo4j,causal
[10] causal,cluster
[10] cluster,using
[8] neo4j,unterstein

Top Word Pairs in Tweet in G3:
[11] great,news
[11] news,alessandronegro
[11] alessandronegro,myself
[11] myself,run
[11] run,full
[11] full,day
[11] day,graph
[11] graph,based
[11] based,natural
[11] natural,language

Top Word Pairs in Tweet in G4:
[3] graphconnect,2018
[2] 24,hours
[2] hours,until
[2] until,cfp
[2] cfp,graphconnect
[2] 2018,closes
[2] neo4j,archives
[2] graphconnect,neo4j
[2] neo4j,unterstein
[2] unterstein,shows

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@graphconnect
@neo4j
@unterstein
@alessandronegro
@ikwattro
@graphco
@bwmerkl
@gr
@novartisscience
@shiyaqi29

Top Mentioned in G1:
@graphconnect
@unterstein
@bwmerkl
@novartisscience
@neo4j
@shiyaqi29
@ikwattro
@alessandronegro
@graphco
@ajinkyakale

Top Mentioned in G2:
@unterstein
@graphconnect
@neo4j
@bwmerkl
@gr
@apowers411
@nycedc
@ashleycsun
@lendingclub
@suprfanz

Top Mentioned in G3:
@alessandronegro
@ikwattro
@graphco
@graphconnect
@neo4j
@ryguyrg

Top Tweeters
Top Tweeters in Entire Graph:
@jeanepaul
@sigp226
@tiagoooliveira
@frankolken
@jameschurchman
@jadp
@neo4j
@ebay
@glenbeer
@ed_dodds

Top Tweeters in G1:
@jadp
@ebay
@ed_dodds
@emileifrem
@mattcasters
@conradwt
@sahvenni
@graphconnect
@novartisscience
@lisquart

Top Tweeters in G2:
@jeanepaul
@frankolken
@neo4j
@pouncey17
@rasulvatsan
@nycedc
@jimwebber
@nutseba
@apowers411
@gr

Top Tweeters in G3:
@tiagoooliveira
@jameschurchman
@glenbeer
@ikwattro
@garrygolden
@davefauth
@ryguyrg
@graphco
@maurofer79
@graph_aware

Top Tweeters in G4:
@sigp226
@2ndhalf_oracle
@callingallpaper