#SmartDataSprint, Twitter, 1/31/2020 12:41:37 PM, 220438


FAQ | Problem?

#SmartDataSprint Twitter NodeXL SNA Map and Report for Friday, 31 January 2020 at 12:38 UTC
#SmartDataSprint Twitter NodeXL SNA Map and Report for Friday, 31 January 2020 at 12:38 UTC
From:
marc_smith
Uploaded on:
January 31, 2020
Short Description:
#SmartDataSprint via NodeXL http://bit.ly/2GIvOFi
@marc_smith
@inovamedialab
@jannajoceli
@riederb
@nova_fcsh
@tommasoventurin
@miuxapop
@nodexl
@cristiancjruiz
@ihc_fcsh

Top hashtags:
#smartdatasprint
#digitalmethods
#aau
#givemealltheimages
#downthemall
#nodexl

Description:
Description
The graph represents a network of 40 Twitter users whose recent tweets contained "#SmartDataSprint", 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 Friday, 31 January 2020 at 12:38 UTC.

The tweets in the network were tweeted over the 6-day, 0-hour, 27-minute period from Saturday, 25 January 2020 at 11:56 UTC to Friday, 31 January 2020 at 12:23 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 : 40
Unique Edges : 102
Edges With Duplicates : 55
Total Edges : 157
Number of Edge Types : 4
Tweet : 14
MentionsInRetweet : 77
Mentions : 61
Retweet : 5
Self-Loops : 14
Reciprocated Vertex Pair Ratio : 0.102803738317757
Reciprocated Edge Ratio : 0.186440677966102
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 38
Maximum Edges in a Connected Component : 154
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.161602
Graph Density : 0.0756410256410256
Modularity : 0.369051
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 40 Twitter users whose recent tweets contained "#SmartDataSprint", 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 Friday, 31 January 2020 at 12:38 UTC.

The tweets in the network were tweeted over the 6-day, 0-hour, 27-minute period from Saturday, 25 January 2020 at 11:56 UTC to Friday, 31 January 2020 at 12:23 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 : #SmartDataSprint
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:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220292
[2] https://twitter.com/iNOVAmedialab/status/1222154789020192768
[1] https://twitter.com/AcademicChatter/status/1222927606003224578
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220333
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220392
[1] http://www.tommasoventurini.it
[1] https://people.mpi-sws.org/~johnme/slides/misinformation-sds-2020-lisbon.pdf
[1] https://www.fcsh.unl.pt/digital-media-winter-institute-propoe-analise-dados-e-plataformas-como-metodos-de-interpretacao-da-sociedade/
[1] https://smart.inovamedialab.org/2020-digital-methods/
[1] https://twitter.com/RiederB/status/1221017901576130560

Top URLs in Tweet in G1:
[1] https://twitter.com/AcademicChatter/status/1222927606003224578
[1] https://smart.inovamedialab.org/2020-digital-methods/
[1] https://www.fcsh.unl.pt/digital-media-winter-institute-propoe-analise-dados-e-plataformas-como-metodos-de-interpretacao-da-sociedade/
[1] http://www.tommasoventurini.it

Top URLs in Tweet in G2:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220292

Top URLs in Tweet in G3:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220333
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220392
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220292
[1] https://people.mpi-sws.org/~johnme/slides/misinformation-sds-2020-lisbon.pdf
[1] https://twitter.com/iNOVAmedialab/status/1222154789020192768

Top URLs in Tweet in G4:
[1] https://twitter.com/iNOVAmedialab/status/1222154789020192768

Top URLs in Tweet in G5:
[1] https://twitter.com/RiederB/status/1221017901576130560

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[61] smartdatasprint
[8] digitalmethods
[4] aau
[4] givemealltheimages
[4] downthemall
[2] nodexl
[2] situatingnetworkpractices
[2] digitalhumanities
[1] phdlife
[1] lisbon



Top Hashtags in Tweet in G1:
[36] smartdatasprint
[3] digitalmethods
[2] situatingnetworkpractices
[1] phdlife

Top Hashtags in Tweet in G3:
[11] smartdatasprint
[2] digitalmethods
[2] aau
[2] givemealltheimages
[2] downthemall
[1] nodexl
[1] lisbon
[1] igd
[1] trabajadoresvirtuales
[1] virtualwork

Top Hashtags in Tweet in G4:
[11] smartdatasprint
[1] digitalmethods
[1] imgnets
[1] nodexl

Top Hashtags in Tweet in G5:
[3] smartdatasprint
[2] aau
[2] givemealltheimages
[2] downthemall
[2] digitalmethods
[2] digitalhumanities
[1] humaninthedigitalage

Top Words
Top Words in Tweet in Entire Graph:
[27] Words in Sentiment List#1: Positive
[15] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1408] Non-categorized Words
[1450] Total Words
[66] #smartdatasprint
[19] networks
[19] practical
[17] riederb
[17] inovamedialab

Top Words in Tweet in G1:
[37] #smartdatasprint
[16] networks
[13] riederb
[10] mapping
[10] youtube
[10] tommaso
[9] tommasoventurin
[9] starting
[8] keynote
[8] see

Top Words in Tweet in G2:
[6] nova_fcsh
[3] nodexl
[3] ihc_fcsh
[3] iprinova
[3] j_k_nunes
[3] joanantoniserr2
[3] ametic_es
[3] notusasr
[3] inesccarv
[3] crisbri

Top Words in Tweet in G3:
[11] #smartdatasprint
[9] nodexl
[7] inovamedialab
[7] marc_smith
[5] #nodexl
[4] nova_fcsh
[4] second
[4] round
[4] practical
[4] labs

Top Words in Tweet in G4:
[12] #smartdatasprint
[7] practical
[5] inovamedialab
[3] errors
[3] networks
[3] labs
[2] dataviz
[2] ugly
[2] bad
[2] beatricegobbo92

Top Words in Tweet in G5:
[3] #smartdatasprint
[2] getting
[2] ready
[2] #aau
[2] #givemealltheimages
[2] #downthemall
[2] #digitalmethods
[2] #digitalhumanities
[2] #humaninthedigitalage

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13] practical,labs
[8] see,look
[8] look,networks
[8] youtube,riederb
[7] mapping,values
[7] values,ai
[7] starting,2º
[7] 2º,day
[7] day,#smartdatasprint
[7] #smartdatasprint,practical

Top Word Pairs in Tweet in G1:
[7] see,look
[7] look,networks
[7] youtube,riederb
[6] mapping,values
[6] values,ai
[6] starting,2º
[6] 2º,day
[6] day,#smartdatasprint
[6] #smartdatasprint,practical
[6] practical,labs

Top Word Pairs in Tweet in G2:
[3] nova_fcsh,nodexl
[3] nodexl,nova_fcsh
[3] nova_fcsh,ihc_fcsh
[3] ihc_fcsh,iprinova
[3] iprinova,j_k_nunes
[3] j_k_nunes,joanantoniserr2
[3] joanantoniserr2,ametic_es
[3] ametic_es,notusasr
[3] notusasr,inesccarv
[3] inesccarv,crisbri

Top Word Pairs in Tweet in G3:
[4] second,round
[4] round,practical
[4] practical,labs
[4] labs,#smartdatasprint
[4] #smartdatasprint,re
[4] re,welcoming
[4] welcoming,marc_smith
[4] marc_smith,nodexl
[4] nodexl,creating
[4] creating,maps

Top Word Pairs in Tweet in G4:
[3] #smartdatasprint,inovamedialab
[3] practical,labs
[2] dataviz,ugly
[2] ugly,bad
[2] bad,beatricegobbo92
[2] beatricegobbo92,giacomoflaim
[2] giacomoflaim,practical
[2] practical,lab
[2] lab,aims
[2] aims,avoid

Top Word Pairs in Tweet in G5:
[2] getting,ready
[2] ready,#aau
[2] #aau,#smartdatasprint
[2] #smartdatasprint,#givemealltheimages
[2] #givemealltheimages,#downthemall
[2] #downthemall,#digitalmethods
[2] #digitalmethods,#digitalhumanities
[2] #digitalhumanities,#humaninthedigitalage

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@riederb
@inovamedialab
@tommasoventurin
@nova_fcsh
@marc_smith
@miuxapop
@nodexl
@seredelnero
@elena_aversa
@ihc_fcsh

Top Mentioned in G1:
@riederb
@tommasoventurin
@miuxapop
@seredelnero
@elena_aversa
@inovamedialab
@nova_fcsh
@jannajoceli

Top Mentioned in G2:
@nova_fcsh
@ihc_fcsh
@iprinova
@j_k_nunes
@joanantoniserr2
@ametic_es
@notusasr
@inesccarv
@crisbri
@patrick_hayes2

Top Mentioned in G3:
@inovamedialab
@marc_smith
@nodexl
@meindl_benjamin
@nova_fcsh
@jannajoceli
@ihc_fcsh
@iprinova
@riederb
@crisbri

Top Mentioned in G4:
@inovamedialab
@beatricegobbo92
@giacomoflaim
@riederb
@johnnatan_me
@miuxapop
@seredelnero
@elena_aversa
@marc_smith
@nodexl

Top Tweeters
Top Tweeters in Entire Graph:
@tais_so
@vivianfrancos
@digtalhumanatee
@miuxapop
@ametic_es
@was3210
@iloaguiar
@marc_smith
@nodexl
@ihc_fcsh

Top Tweeters in G1:
@miuxapop
@iloaguiar
@riederb
@fadlan_anam
@digiones
@danielavgeenen
@emppuliittus
@cristiancjruiz
@inovamedialab
@elena_aversa

Top Tweeters in G2:
@ametic_es
@ihc_fcsh
@nova_fcsh
@j_k_nunes
@iprinova
@inesccarv
@crisbri
@notusasr
@joanantoniserr2
@patrick_hayes2

Top Tweeters in G3:
@tais_so
@vivianfrancos
@was3210
@marc_smith
@nodexl
@johnnatan_me
@anniem11
@nodexl_mktng
@meindl_benjamin

Top Tweeters in G4:
@novaunl
@jannajoceli
@beatricegobbo92
@giacomoflaim
@novafcsh

Top Tweeters in G5:
@digtalhumanatee
@mskazedo


Tags: