@pew, Twitter, 11/6/2021 4:38:25 PM, 265645


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@pew_2021-11-06_09-36-01.xlsx
@pew_2021-11-06_09-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 06, 2021
Short Description:
@pew via NodeXL https://bit.ly/302JyIp
@pew
@professorwherry
@bonillajl
@jchristian61
@crystalleenam
@sika_ryanallen3
@paoramos
@giancarlosopo
@realmabarreto
@aliciamenendez

Top hashtags:
#debtcollectionlab
#science
#conservation
#eea2021
#indigenouspeople
#equality

Description:
Description
The graph represents a network of 18 Twitter users whose tweets in the requested range contained "@pew", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 06 November 2021 at 16:36 UTC.

The requested start date was Saturday, 06 November 2021 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 1-day, 5-hour, 58-minute period from Thursday, 04 November 2021 at 03:04 UTC to Friday, 05 November 2021 at 09:03 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 : 18
Unique Edges : 35
Edges With Duplicates : 14
Total Edges : 49
Number of Edge Types : 4
Retweet : 7
MentionsInRetweet : 25
Mentions : 15
Replies to : 2
Self-Loops : 0
Reciprocated Vertex Pair Ratio : 0.05
Reciprocated Edge Ratio : 0.0952380952380952
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 18
Maximum Edges in a Connected Component : 49
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2
Graph Density : 0.137254901960784
Modularity : 0.394002
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 18 Twitter users whose tweets in the requested range contained "@pew", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 06 November 2021 at 16:36 UTC.

The requested start date was Saturday, 06 November 2021 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 1-day, 5-hour, 58-minute period from Thursday, 04 November 2021 at 03:04 UTC to Friday, 05 November 2021 at 09:03 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 : @pew
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 Domains
Top Domains in Tweet in Entire Graph:
[1] pewtrusts.org
[1] twitter.com

Top Domains in Tweet in G2:
[1] pewtrusts.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] debtcollectionlab
[3] science
[3] conservation
[3] eea2021
[1] indigenouspeople
[1] equality



Top Hashtags in Tweet in G2:
[4] debtcollectionlab

Top Hashtags in Tweet in G3:
[3] science
[3] conservation
[3] eea2021
[1] indigenouspeople
[1] equality

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4] giancarlosopo,realmabarreto
[4] realmabarreto,paoramos
[4] paoramos,pew
[4] pew,aliciamenendez
[4] grateful,conversation
[4] conversation,thisrickard
[4] thisrickard,pew
[4] pew,#debtcollectionlab
[4] #debtcollectionlab,lawsuit
[4] lawsuit,tracker

Top Word Pairs in Tweet in G1:
[4] giancarlosopo,realmabarreto
[4] realmabarreto,paoramos
[4] paoramos,pew
[4] pew,aliciamenendez
[3] bonillajl,giancarlosopo
[3] aliciamenendez,much
[3] much,identity
[3] identity,crisis
[3] crisis,rejection

Top Word Pairs in Tweet in G2:
[4] grateful,conversation
[4] conversation,thisrickard
[4] thisrickard,pew
[4] pew,#debtcollectionlab
[4] #debtcollectionlab,lawsuit
[4] lawsuit,tracker
[4] tracker,capturing
[3] professorwherry,grateful
[3] capturing,disparat

Top Word Pairs in Tweet in G3:
[3] taotaotasi,need
[3] need,smash
[3] smash,inequality
[3] inequality,#science
[3] #science,#conservation
[3] #conservation,pew
[3] pew,#eea2021
[2] eeaconference,taotaotasi
[2] #eea2021,#indigenousp

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pew
@realmabarreto
@paoramos
@aliciamenendez
@thisrickard
@taotaotasi
@giancarlosopo
@professorwherry
@eeaconference
@bonillajl

Top Mentioned in G1:
@realmabarreto
@paoramos
@pew
@aliciamenendez
@giancarlosopo
@bonillajl

Top Mentioned in G2:
@thisrickard
@pew
@professorwherry
@asanews
@rim_network

Top Mentioned in G3:
@taotaotasi
@pew
@eeaconference

Top Tweeters
Top Tweeters in Entire Graph:
@susansternberg
@jchristian61
@alondra
@bonillajl
@realmabarreto
@taotaotasi
@ikingmanl
@asanews
@giancarlosopo
@crystalleenam

Top Tweeters in G1:
@jchristian61
@bonillajl
@realmabarreto
@giancarlosopo
@crystalleenam
@paoramos
@aliciamenendez
@sika_ryanallen3

Top Tweeters in G2:
@susansternberg
@alondra
@asanews
@professorwherry
@rim_network
@thisrickard

Top Tweeters in G3:
@taotaotasi
@ikingmanl
@pew
@eeaconference