#biodiversity (#sea OR #ocean OR #lake OR #freshwater OR #peatland OR #rivers ), Twitter, 3/19/2020 4:11:58 PM, 223243


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#biodiversity (#sea OR #ocean OR #lake OR #freshwater OR #peatland OR #rivers ) Twitter NodeXL SNA M
#biodiversity (#sea OR #ocean OR #lake OR #freshwater OR #peatland OR #rivers ) Twitter NodeXL SNA M
From:
mihkal
Uploaded on:
March 19, 2020
Short Description:
#biodiversity (#sea OR #ocean OR #lake OR #freshwater OR #peatland OR #rivers ) via NodeXL http://bit.ly/3dee188
@lambrechtsan
@icri_coral_reef
@apcrs2022
@climatehome
@gkalinkat
@pewenvironment
@physorg_com
@un_water
@jj_angelus
@themarianilab

Top hashtags:


Description:
Description
The graph represents a network of 126 Twitter users whose recent tweets contained "#biodiversity (#sea OR #ocean OR #lake OR #freshwater OR #peatland OR #rivers )", 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 Thursday, 19 March 2020 at 16:10 UTC.

The tweets in the network were tweeted over the 8-day, 6-hour, 24-minute period from Wednesday, 11 March 2020 at 08:53 UTC to Thursday, 19 March 2020 at 15:17 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 : 126
Unique Edges : 141
Edges With Duplicates : 4
Total Edges : 145
Number of Edge Types : 5
Retweet : 29
Tweet : 15
Mentions : 42
Replies to : 2
MentionsInRetweet : 57
Self-Loops : 17
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 28
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 12
Maximum Edges in a Connected Component : 21
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1,434109
Graph Density : 0,00812698412698413
Modularity : 0,867872
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 126 Twitter users whose recent tweets contained "#biodiversity (#sea OR #ocean OR #lake OR #freshwater OR #peatland OR #rivers )", 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 Thursday, 19 March 2020 at 16:10 UTC.

The tweets in the network were tweeted over the 8-day, 6-hour, 24-minute period from Wednesday, 11 March 2020 at 08:53 UTC to Thursday, 19 March 2020 at 15:17 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 : #biodiversity (#sea OR #ocean OR #lake OR #freshwater OR #peatland OR #rivers )
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://www.climatechangenews.com/2020/03/11/coronavirus-un-delays-talks-global-ocean-biodiversity-treaty/
[3] https://www.imdb.com/title/tt3254040/
[1] https://www.pennews.net/odisha/2020/03/19/mass-nesting-over-371-lakh-olive-ridley-sea-turtles-lay-eggs
[1] https://twitter.com/stefanako71/status/1237338599437275138
[1] https://www.ecologicalcontinuitytrust.org/newsletter-archive
[1] https://twitter.com/HelenClarkNZ/status/1240225649106640897
[1] https://www.todayonline.com/world/half-worlds-beaches-could-vanish-2100
[1] https://reeflifesurvey.com/species/hypselodoris-infucata/
[1] https://twitter.com/wwfleadwater/status/1239484528915341317
[1] https://www.theguardian.com/environment/2020/mar/06/return-of-the-burbot-great-lost-fish-to-be-reintroduced-to-uk

Top URLs in Tweet in G1:
[1] https://www.todayonline.com/world/half-worlds-beaches-could-vanish-2100
[1] http://www.unenvironment.org/news-and-stories/story/ten-biodiversity-related-publications-look-out-2020

Top URLs in Tweet in G2:
[3] https://www.climatechangenews.com/2020/03/11/coronavirus-un-delays-talks-global-ocean-biodiversity-treaty/

Top URLs in Tweet in G3:
[1] https://www.climatechangenews.com/2020/03/11/coronavirus-un-delays-talks-global-ocean-biodiversity-treaty/
[1] https://twitter.com/hjbinns/status/1238048056953712641

Top URLs in Tweet in G4:
[1] https://www.theguardian.com/environment/2020/mar/06/return-of-the-burbot-great-lost-fish-to-be-reintroduced-to-uk
[1] https://twitter.com/wwfleadwater/status/1239484528915341317

Top URLs in Tweet in G5:
[1] https://twitter.com/gkalinkat/status/1218818361536151553

Top URLs in Tweet in G6:
[1] https://twitter.com/stefanako71/status/1237338599437275138

Top URLs in Tweet in G7:
[1] https://phys.org/news/2020-03-sea-impacts-canaveral-turtle-substantial.html

Top URLs in Tweet in G8:
[1] https://www.worldwaterday.org/

Top URLs in Tweet in G10:
[1] https://twitter.com/PERG_GRET/status/1237762191383805952

Top Domains
Top Domains in Tweet in Entire Graph:
[8] twitter.com
[4] climatechangenews.com
[3] imdb.com
[1] pennews.net
[1] ecologicalcontinuitytrust.org
[1] todayonline.com
[1] reeflifesurvey.com
[1] theguardian.com
[1] laboratoryequipment.com
[1] scientificamerican.com

Top Domains in Tweet in G1:
[1] todayonline.com
[1] unenvironment.org

Top Domains in Tweet in G2:
[3] climatechangenews.com

Top Domains in Tweet in G3:
[1] climatechangenews.com
[1] twitter.com

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

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[1] phys.org

Top Domains in Tweet in G8:
[1] worldwaterday.org

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[63] biodiversity
[37] ocean
[16] freshwater
[10] sea
[10] gcrmn
[10] coralreefs
[8] coronavirus
[7] environment
[7] oceans
[6] climatechange



Top Hashtags in Tweet in G1:
[12] biodiversity
[10] gcrmn
[10] coralreefs
[3] ocean
[2] climatecrisis
[2] coastal
[2] habitat
[2] tourism
[1] apcors
[1] sustainability

Top Hashtags in Tweet in G2:
[8] coronavirus
[8] ocean
[8] biodiversity
[2] un
[2] global
[1] bbnj

Top Hashtags in Tweet in G3:
[8] ocean
[8] biodiversity
[1] protecttheoceans
[1] coastal
[1] seagrass
[1] climate
[1] mitigation
[1] resilience
[1] climatechange
[1] florida

Top Hashtags in Tweet in G4:
[6] freshwater
[4] uk
[4] burbot
[3] biodiversity
[2] natural
[2] river
[2] europe
[2] conservationoptimism
[1] fish
[1] rewilding

Top Hashtags in Tweet in G5:
[1] preprint
[1] freshwater
[1] biodiversity

Top Hashtags in Tweet in G6:
[1] edna
[1] nsdna
[1] ocean
[1] biodiversity

Top Hashtags in Tweet in G7:
[5] sea
[5] canaveral
[5] turtle
[5] hurricanes
[1] seaturtle
[1] biodiversity
[1] climatechange

Top Hashtags in Tweet in G8:
[5] freshwater
[5] biodiversity
[5] poll
[1] water
[1] biodiversity2020

Top Hashtags in Tweet in G9:
[1] rivers
[1] biodiversity
[1] riverlands

Top Hashtags in Tweet in G10:
[5] peatlands
[1] peattwitter
[1] peatland
[1] restoration
[1] biodiversity

Top Words
Top Words in Tweet in Entire Graph:
[87] Words in Sentiment List#1: Positive
[33] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2557] Non-categorized Words
[2677] Total Words
[94] #biodiversity
[48] #ocean
[27] amp
[22] treaty
[20] #freshwater

Top Words in Tweet in G1:
[12] world
[12] #biodiversity
[12] #ocean
[10] #gcrmn
[10] status
[10] #coralreefs
[10] report
[10] due
[10] aug
[10] one

Top Words in Tweet in G2:
[8] #coronavirus
[8] delays
[8] talks
[8] #ocean
[8] #biodiversity
[8] treaty
[8] climatehome
[6] global
[6] help
[6] hit

Top Words in Tweet in G3:
[14] treaty
[8] #ocean
[8] #biodiversity
[7] delay
[7] talks
[7] global
[7] governments
[7] use
[7] additional
[7] time

Top Words in Tweet in G4:
[6] #freshwater
[6] #biodiversity
[6] #conservationoptimism
[4] having
[4] disappeared
[4] #uk
[4] rivers
[4] 1960s
[4] #burbot
[4] being

Top Words in Tweet in G5:
[2] amp

Top Words in Tweet in G7:
[15] sea
[10] level
[10] rise
[5] #sea
[5] impacts
[5] #canaveral
[5] #turtle
[5] nests
[5] substantial
[5] #hurricanes

Top Words in Tweet in G8:
[10] take
[5] preserving
[5] #freshwater
[5] essential
[5] protecting
[5] amp
[5] sustaining
[5] #biodiversity
[5] generations
[5] come

Top Words in Tweet in G9:
[4] local
[4] edna
[2] fantastic
[2] day
[2] pondriverstream
[2] naturemetrics
[2] nationaltrust
[2] fluitans
[2] researchnt
[2] citizen

Top Words in Tweet in G10:
[10] paper
[5] another
[5] demonstrating
[5] moss
[5] layer
[5] transfer
[5] technique
[5] working
[5] well
[5] restore

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] #ocean,#biodiversity
[15] #biodiversity,treaty
[13] talks,global
[13] global,#ocean
[10] #gcrmn,status
[10] status,world
[10] world,#coralreefs
[10] #coralreefs,report
[10] report,due
[10] due,aug

Top Word Pairs in Tweet in G1:
[10] #gcrmn,status
[10] status,world
[10] world,#coralreefs
[10] #coralreefs,report
[10] report,due
[10] due,aug
[10] aug,one
[10] one,ten
[10] ten,#biodiversity
[10] #biodiversity,related

Top Word Pairs in Tweet in G2:
[8] delays,talks
[8] #ocean,#biodiversity
[8] #biodiversity,treaty
[6] #coronavirus,delays
[6] talks,global
[6] global,#ocean
[6] treaty,help
[6] help,hit
[6] hit,pause
[6] pause,resolve

Top Word Pairs in Tweet in G3:
[7] delay,talks
[7] talks,global
[7] global,#ocean
[7] #ocean,#biodiversity
[7] #biodiversity,treaty
[7] treaty,governments
[7] governments,use
[7] use,additional
[7] additional,time
[7] time,strengthen

Top Word Pairs in Tweet in G4:
[4] having,disappeared
[4] disappeared,#uk
[4] #uk,rivers
[4] rivers,1960s
[4] 1960s,#burbot
[4] #burbot,being
[4] being,reintroduced
[4] reintroduced,effort
[4] effort,restore
[4] restore,#freshwater

Top Word Pairs in Tweet in G7:
[10] level,rise
[5] #sea,level
[5] rise,impacts
[5] impacts,#canaveral
[5] #canaveral,sea
[5] sea,#turtle
[5] #turtle,nests
[5] nests,substantial
[5] substantial,sea
[5] sea,level

Top Word Pairs in Tweet in G8:
[5] preserving,#freshwater
[5] #freshwater,essential
[5] essential,protecting
[5] protecting,amp
[5] amp,sustaining
[5] sustaining,#biodiversity
[5] #biodiversity,generations
[5] generations,come
[5] come,take
[5] take,#poll

Top Word Pairs in Tweet in G9:
[2] fantastic,day
[2] day,pondriverstream
[2] pondriverstream,naturemetrics
[2] naturemetrics,nationaltrust
[2] nationaltrust,fluitans
[2] fluitans,researchnt
[2] researchnt,local
[2] local,citizen
[2] citizen,scientists
[2] scientists,exploring

Top Word Pairs in Tweet in G10:
[5] another,paper
[5] paper,demonstrating
[5] demonstrating,moss
[5] moss,layer
[5] layer,transfer
[5] transfer,technique
[5] technique,working
[5] working,well
[5] well,restore
[5] restore,bog

Top Replied-To
Top Replied-To in Entire Graph:
@scientistsx

Top Mentioned
Top Mentioned in Entire Graph:
@icri_coral_reef
@apcrs2022
@climatehome
@un
@chloefarand
@physorg_com
@un_water
@defragovuk
@severnrivers
@sanctusltd

Top Mentioned in G1:
@icri_coral_reef
@apcrs2022

Top Mentioned in G2:
@climatehome
@un
@chloefarand
@vastuullisuus

Top Mentioned in G3:
@pewenvironment
@pewtrusts

Top Mentioned in G4:
@fishmigration
@wwfleadwater

Top Mentioned in G5:
@preprints_org
@researchgate
@gulothoughts
@schmidtkloiber
@scjaehnig
@stevethackeray

Top Mentioned in G6:
@nhm_london
@hornimanmuseum
@naturalengland
@oceantracking
@nercscience

Top Mentioned in G7:
@physorg_com

Top Mentioned in G8:
@un_water

Top Mentioned in G9:
@pondriverstream
@naturemetrics
@nationaltrust
@fluitans
@researchnt

Top Tweeters
Top Tweeters in Entire Graph:
@mr_spock
@jj_angelus
@nationaltrust
@hughjaeger
@svenradio
@geute_ketel
@tamraraven
@saleemulhuq
@physorg_com
@pennewstweet

Top Tweeters in G1:
@jj_angelus
@saleemulhuq
@ipeltonen
@rourouvakautona
@cristojc
@milja_selina
@seahounds
@icri_coral_reef
@mcgnss
@goraj1

Top Tweeters in G2:
@vastuullisuus
@crnetoy
@un
@climatehome
@saulocorona
@danielmittler
@chloefarand
@alisterdoyle
@th_hohn
@natalielsauer

Top Tweeters in G3:
@pewenvironment
@pewtrusts
@oceanmarie4
@allatsea4
@dv_an22
@lambrechtsan
@teamcetacean
@oceanosanos
@naturalistaanne

Top Tweeters in G4:
@mr_spock
@laurentdingli
@conservoptimism
@markday331
@fishmigration
@wwfleadwater
@_gcs_

Top Tweeters in G5:
@gkalinkat
@stevethackeray
@researchgate
@gulothoughts
@preprints_org
@scjaehnig
@schmidtkloiber

Top Tweeters in G6:
@nhm_london
@hornimanmuseum
@naturalengland
@nercscience
@oceantracking
@themarianilab

Top Tweeters in G7:
@geute_ketel
@physorg_com
@jyothirajesh4
@savingoceans
@oceanografiai
@boteitor

Top Tweeters in G8:
@unbiodiversity
@un_water
@drsantanugupta
@helenab48073510
@onsanhagi
@mremae

Top Tweeters in G9:
@nationaltrust
@pondriverstream
@juliedoh
@fluitans
@naturemetrics
@researchnt

Top Tweeters in G10:
@wagner__markus
@prof_smurph
@readingbotany
@rochefortline
@melinaguene


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