#DMI21, Twitter, 7/21/2021 4:56:59 PM, 258753


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#DMI21_2021-07-21_09-55-18.xlsx
#DMI21_2021-07-21_09-55-18.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 21, 2021
Short Description:
#DMI21 via NodeXL https://bit.ly/3kHKeem
@jannajoceli
@monrodriguez
@digitalmethods
@kathryndmurphy
@publicdatalab
@lgzaffaroni
@gaia_amadori
@stefan_laser_
@jwyg
@bb_liliana

Top hashtags:
#dmi21
#sfb1187
#ichbinhanna
#thegreatreset

Description:
Description
The graph represents a network of 21 Twitter users whose recent tweets contained "#DMI21", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 21 July 2021 at 16:55 UTC.

The tweets in the network were tweeted over the 6-day, 22-hour, 42-minute period from Tuesday, 13 July 2021 at 17:17 UTC to Tuesday, 20 July 2021 at 16:00 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 : 21
Unique Edges : 36
Edges With Duplicates : 25
Total Edges : 61
Number of Edge Types : 4
Retweet : 17
Tweet : 10
MentionsInRetweet : 22
Mentions : 12
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.205882352941176
Reciprocated Edge Ratio : 0.341463414634146
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 15
Maximum Edges in a Connected Component : 54
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.975309
Graph Density : 0.0976190476190476
Modularity : 0.396332
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 21 Twitter users whose recent tweets contained "#DMI21", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 21 July 2021 at 16:55 UTC.

The tweets in the network were tweeted over the 6-day, 22-hour, 42-minute period from Tuesday, 13 July 2021 at 17:17 UTC to Tuesday, 20 July 2021 at 16:00 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #DMI21
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:
[5] https://www.aup.nl/en/book/9789462989511/the-data-journalism-handbook
[3] https://twitter.com/mediaofcoop/status/1417508652177661953
[2] https://twitter.com/JannaJoceli/status/1416040141618036739
[1] https://library.oapen.org/handle/20.500.12657/47509
[1] https://twitter.com/luca/status/1411967458257387520

Top URLs in Tweet in G1:
[1] https://twitter.com/JannaJoceli/status/1416040141618036739

Top URLs in Tweet in G2:
[5] https://www.aup.nl/en/book/9789462989511/the-data-journalism-handbook
[1] https://library.oapen.org/handle/20.500.12657/47509
[1] https://twitter.com/luca/status/1411967458257387520

Top URLs in Tweet in G3:
[3] https://twitter.com/mediaofcoop/status/1417508652177661953

Top URLs in Tweet in G4:
[1] https://twitter.com/JannaJoceli/status/1416040141618036739

Top Domains
Top Domains in Tweet in Entire Graph:
[6] twitter.com
[5] aup.nl
[1] oapen.org

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[5] aup.nl
[1] oapen.org
[1] twitter.com

Top Domains in Tweet in G3:
[3] twitter.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] dmi21
[3] sfb1187
[3] ichbinhanna
[2] thegreatreset



Top Hashtags in Tweet in G1:
[18] dmi21
[2] thegreatreset

Top Hashtags in Tweet in G2:
[4] dmi21

Top Hashtags in Tweet in G3:
[5] dmi21
[3] sfb1187
[3] ichbinhanna

Top Hashtags in Tweet in G4:
[2] dmi21

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9] summer,school
[7] visual,network
[7] network,analysis
[6] incredible,team
[6] week,#dmi21
[5] following,networks
[5] data,journalism
[5] analysis,expect
[5] expect,identify
[5] identify,key

Top Word Pairs in Tweet in G1:
[7] visual,network
[7] network,analysis
[6] week,#dmi21
[5] incredible,team
[5] analysis,expect
[5] expect,identify
[5] identify,key
[5] key,bridging
[5] bridging,actors
[5] actors,public

Top Word Pairs in Tweet in G2:
[5] data,journalism
[3] based,data
[3] journalism,handbook
[3] handbook,bb_liliana
[3] bb_liliana,co
[3] co,edited
[3] edited,jwyg
[3] jwyg,available
[3] available,open
[3] open,access

Top Word Pairs in Tweet in G3:
[5] summer,school
[3] #sfb1187,lets
[3] lets,enjoy
[3] enjoy,sweet
[3] sweet,breaching
[3] breaching,experiments
[3] experiments,very
[3] very,soon
[3] soon,stay
[3] stay,tuned

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@monrodriguez
@luca
@letcesar
@jwyg
@jannajoceli
@franciscokerche
@stefan_laser_
@bb_liliana
@kathryndmurphy
@publicdatalab

Top Tweeters in G1:
@monrodriguez
@letcesar
@jannajoceli
@franciscokerche
@kathryndmurphy
@ryderhouserules
@gio69735699
@thais_lobo
@lgzaffaroni
@gaia_amadori

Top Tweeters in G2:
@jwyg
@bb_liliana
@publicdatalab
@marism87
@digitalmethods

Top Tweeters in G3:
@stefan_laser_
@mediaofcoop
@oliver_berli
@vpallacci

Top Tweeters in G4:
@luca
@gtucci