graphconnect, Twitter, 8/23/2022 2:10:48 AM, 280565


FAQ | Problem?

graphconnect_2022-08-22_17-45-00.xlsx
graphconnect_2022-08-22_17-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 23, 2022
Short Description:
graphconnect via NodeXL https://bit.ly/3pJ7Hg9
@neo4j
@jadp
@northropgrumman
@pyscalellc
@graphable1
@manifattura40
@maruthiprithivi
@graphconnect
@danielcfng
@ludubo

Top hashtags:
#graphconnect
#neo4j
#graphdatabase
#graphdatascience
#sql
#nodes
#cypher

Description:
Description
The graph represents a network of 24 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, 23 August 2022 at 00:45 UTC.

The requested start date was Tuesday, 23 August 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 8-day, 14-hour, 52-minute period from Wednesday, 10 August 2022 at 23:54 UTC to Friday, 19 August 2022 at 14:46 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 : 24
Unique Edges : 23
Edges With Duplicates : 33
Total Edges : 56
Number of Edge Types : 4
Retweet : 11
MentionsInRetweet : 21
Mentions : 16
Tweet : 8
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.0303030303030303
Reciprocated Edge Ratio : 0.0588235294117647
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 21
Maximum Edges in a Connected Component : 51
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.128889
Graph Density : 0.0615942028985507
Modularity : 0.373166
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 24 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, 23 August 2022 at 00:45 UTC.

The requested start date was Tuesday, 23 August 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 8-day, 14-hour, 52-minute period from Wednesday, 10 August 2022 at 23:54 UTC to Friday, 19 August 2022 at 14:46 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:
[1] https://okt.to/nfqE9R
[1] https://okt.to/CeE7fl
[1] https://okt.to/dwHTIy
[1] https://okt.to/cbW82v
[1] https://okt.to/d2VQmG
[1] https://okt.to/yliANa
[1] https://okt.to/KC5zLo
[1] https://go.neo4j.com/de-220606-graph-connect-2022-on-demand.html
[1] https://www.graphable.ai/blog/knowledge-graph-machine-learning-python-neo4j-gds/
[1] https://okt.to/Dqfng4

Top URLs in Tweet in G1:
[1] https://okt.to/nfqE9R
[1] https://okt.to/KC5zLo
[1] https://okt.to/Dqfng4
[1] https://okt.to/CeE7fl
[1] https://okt.to/dwHTIy
[1] https://okt.to/cbW82v
[1] https://okt.to/d2VQmG
[1] https://okt.to/yliANa
[1] https://go.neo4j.com/de-220606-graph-connect-2022-on-demand.html

Top URLs in Tweet in G2:
[1] https://neo4j.com/blog/graphconnect-2022-product-announcements/

Top URLs in Tweet in G3:
[1] https://www.graphable.ai/blog/knowledge-graph-machine-learning-python-neo4j-gds/

Top Domains
Top Domains in Tweet in Entire Graph:
[8] okt.to
[2] neo4j.com
[1] graphable.ai

Top Domains in Tweet in G1:
[8] okt.to
[1] neo4j.com

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

Top Domains in Tweet in G3:
[1] graphable.ai

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18] graphconnect
[16] neo4j
[10] graphdatabase
[10] graphdatascience
[5] sql
[4] nodes
[4] cypher
[3] machinelearning
[3] datascience
[3] gds



Top Hashtags in Tweet in G1:
[17] graphconnect
[15] neo4j
[9] graphdatabase
[8] graphdatascience
[5] sql
[4] nodes
[4] cypher
[3] machinelearning
[2] database
[2] datascience

Top Hashtags in Tweet in G2:
[1] graph
[1] iot
[1] digitaltwins
[1] sensoranalyticsecosystem
[1] sensae
[1] iotpl
[1] iotcl

Top Hashtags in Tweet in G3:
[3] gds
[1] graphdatascience
[1] ml
[1] graphdatabase

Top Hashtags in Tweet in G4:
[1] neo4j
[1] datascience
[1] graphdatascience
[1] graphconnect

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8] graphconnect,talk
[8] talk,andrew
[8] andrew,flinders
[8] flinders,northropgrumman
[8] northropgrumman,explores
[8] explores,fusion
[8] fusion,machine
[8] machine,learning
[8] learning,graph
[8] graph,analysis

Top Word Pairs in Tweet in G1:
[7] graphconnect,talk
[7] talk,andrew
[7] andrew,flinders
[7] flinders,northropgrumman
[7] northropgrumman,explores
[7] explores,fusion
[7] fusion,machine
[7] machine,learning
[7] learning,graph
[7] graph,analysis

Top Word Pairs in Tweet in G3:
[3] another,helpful
[3] helpful,video
[3] video,graphable
[3] graphable,lead
[3] lead,data
[3] data,scientist
[3] scientist,sean
[3] sean,robinson
[3] robinson,neo4j
[3] neo4j,#gds

Top Word Pairs in Tweet in G4:
[3] emerging,graph
[3] graph,data
[3] data,science
[3] science,improves
[3] improves,data
[3] data,discovery
[3] discovery,pattern
[3] pattern,identification
[2] maruthiprithivi,emerging
[2] identification,predictiv

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@northropgrumman
@graphconnect
@graphable1
@maruthiprithivi
@apcj
@odbmsorg
@iotcommunity
@iotpractitioner
@iotchannel

Top Mentioned in G1:
@neo4j
@northropgrumman
@apcj
@odbmsorg

Top Mentioned in G2:
@neo4j
@iotcommunity
@iotpractitioner
@iotchannel
@iotslam

Top Mentioned in G3:
@neo4j
@graphconnect
@graphable1
@northropgrumman

Top Mentioned in G4:
@maruthiprithivi

Top Tweeters
Top Tweeters in Entire Graph:
@fabriciosx
@dataaugmented
@thecuriousluke
@pyscalellc
@manifattura40
@jadp
@neo4j
@danielcfng
@odbmsorg
@iotchannel

Top Tweeters in G1:
@thecuriousluke
@neo4j
@danielcfng
@odbmsorg
@northropgrumman
@ludubo
@milindtiwari8
@aaronholtn4j
@or13b
@apcj

Top Tweeters in G2:
@jadp
@iotchannel
@iotslam
@iotcommunity
@iotpractitioner

Top Tweeters in G3:
@pyscalellc
@manifattura40
@graphconnect
@graphable1

Top Tweeters in G4:
@fabriciosx
@dataaugmented
@maruthiprithivi


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.