citizenscience, Twitter, 1/27/2022 4:16:50 AM, 270714


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citizenscience_2022-01-26_19-59-20.xlsx
citizenscience_2022-01-26_19-59-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 27, 2022
Short Description:
citizenscience via NodeXL https://bit.ly/34h8EFm
@citieshealtheu
@cstrackproject
@raspishake
@scistarter
@time4cs
@citscioz
@mjopocock
@openscitalk
@donasascience
@mitforschen

Top hashtags:
#citizenscience
#pm10
#airpollution
#fijnstof
#pm2
#waalre
#luftdaten

Description:
Description
The graph represents a network of 3,623 Twitter users whose tweets in the requested range contained "citizenscience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 27 January 2022 at 04:08 UTC.

The requested start date was Thursday, 27 January 2022 at 01:01 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 13-day, 21-hour, 0-minute period from Thursday, 13 January 2022 at 01:01 UTC to Wednesday, 26 January 2022 at 22:01 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 : 3623
Unique Edges : 2816
Edges With Duplicates : 8864
Total Edges : 11680
Number of Edge Types : 5
Retweet : 3457
MentionsInRetweet : 5129
Replies to : 111
Mentions : 1812
Tweet : 1171
Self-Loops : 1190
Reciprocated Vertex Pair Ratio : 0.0514550009635768
Reciprocated Edge Ratio : 0.0978739002932551
Connected Components : 306
Single-Vertex Connected Components : 80
Maximum Vertices in a Connected Component : 2311
Maximum Edges in a Connected Component : 9257
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.922837
Graph Density : 0.00041577424312094
Modularity : 0.42422
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,623 Twitter users whose tweets in the requested range contained "citizenscience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 27 January 2022 at 04:08 UTC.

The requested start date was Thursday, 27 January 2022 at 01:01 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 13-day, 21-hour, 0-minute period from Thursday, 13 January 2022 at 01:01 UTC to Wednesday, 26 January 2022 at 22:01 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 : citizenscience
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:
[70] https://raspberryshake.org
[38] https://eu-citizen.science/
[31] https://www.rspb.org.uk/schoolswatch
[22] https://www.wecompair.eu/
[19] https://cstrack.eu/
[15] https://www.ufz.de/export/data/6/260358_Oedippus
[15] 39_reduz.pdf
[12] https://www.discovermagazine.com/health/whats-the-secret-to-a-great-citizen-science-project
[11] https://scistarter.org/nasa-globe-cloud-challenge-2022-clouds-in-a-changi
[10] https://mailchi.mp/0ec4a13ff005/eu-citizenscience-final-newsletter?e=28d14b1774

Top URLs in Tweet in G1:
[38] https://eu-citizen.science/
[18] https://cstrack.eu/
[12] https://www.discovermagazine.com/health/whats-the-secret-to-a-great-citizen-science-project
[11] https://scistarter.org/nasa-globe-cloud-challenge-2022-clouds-in-a-changi
[10] https://actionproject.eu/a-preview-of-our-recommendations-to-mainstream-citizen-science/
[10] https://mailchi.mp/0ec4a13ff005/eu-citizenscience-final-newsletter?e=28d14b1774
[9] https://scistarter.org/the-redbud-phenology-project
[8] https://www.youtube.com/watch?v=LaFjILy9xW0

[7] https://registration.socio.events/e/time4cs
[7] https://zenodo.org/record/5589618#.YdwzlFjMKAm

Top URLs in Tweet in G2:
[3] https://www.iste.org/explore/classroom/7-nasa-citizen-science-lessons-any-teacher-can-lead?utm_campaign=ISTESproutSocial&utm_medium=social&utm_source=twitter.com
[2] https://unistellaroptics.com/lucy-mission-launch
[2] https://unistellaroptics.com/asteroid-7482-1994-pc1-flyby
[2] http://ow.ly/bULG50Hu7F6
[2] https://science.nasa.gov/citizenscience
[2] https://twitter.com/NASAExoplanets/status/1481782166988021763
[1] https://www.weather.gov/lmk/coco_butler
[1] https://twitter.com/ScienceNews/status/1485982085680615425
[1] http://news.unm.edu/news/jupiter-like-planet-discovered-through-tess-and-citizen-scientist-collaboration
[1] https://twitter.com/Sophie_Musset/status/1485629747048730628?s=20

Top URLs in Tweet in G3:
[6] https://www.inaturalist.org/journal/rafael_gianni/61152-parque-nacional-sierra-nevada-venezuela-datos-en-inat
[6] https://www.inaturalist.org/journal/rafael_gianni/61151-parque-nacional-henri-pittier-venezuela-datos-en-inat
[2] https://www.inaturalist.org/observations/16533288
[2] https://easin.jrc.ec.europa.eu/easin/CitizenScience/BecomeACitizen
[2] https://naturealberta.ca/events/
[1] https://www.ceh.ac.uk/citizen-science-best-practice-guide
[1] https://twitter.com/mjopocock/status/1485919003356942341
[1] https://twitter.com/nbntrust/status/1485551709095092230
[1] https://butterfly-conservation.org/in-your-area/east-scotland-branch/hibernating-heralds
[1] https://twitter.com/RoyalSocBio/status/1481541286997934081

Top URLs in Tweet in G4:
[70] https://raspberryshake.org
[1] https://stationview.raspberryshake.org/#?event=rs2022bubisb
[1] https://stationview.raspberryshake.org/#?event=rs2022avexnd
[1] https://stationview.raspberryshake.org/#?event=rs2022awefxw
[1] https://stationview.raspberryshake.org/#?event=rs2022awmfvr
[1] https://stationview.raspberryshake.org/#?event=rs2022axlebw
[1] https://stationview.raspberryshake.org/#?event=rs2022ayonsd
[1] https://stationview.raspberryshake.org/#?event=rs2022aypzgz
[1] https://stationview.raspberryshake.org/#?event=rs2022aytdfx
[1] https://stationview.raspberryshake.org/#?event=rs2022azcrys

Top URLs in Tweet in G5:
[5] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fdeepmind-is-now-the-undisputed-leader-in-language-ai-with-gopher-280b-79363106011f%3Fsource%3Dsocial.tw
[3] https://twitter.com/tomcritchlow/status/1486402361216147457
[3] https://medium.com/@weeklyolm/weeklyolm-4-5-20th-27th-jan-2022-d6e8e9ebb9c1
[3] https://twitter.com/before_art/status/1483005305344692227
[2] https://zenodo.org/record/5653454#.YYuAtb1Bx8Y
[2] https://twitter.com/JEPaquetEU/status/1483443884957085696
[2] https://www.wilsoncenter.org/open-sourced-science/stories/open-source-space-wars/?utm_medium=social&utm_source=twitter.com&utm_campaign=wilson
[2] https://2022.eko-konnect.org.ng/
[2] https://twitter.com/Peterals/status/1481936820971655170
[1] https://link.medium.com/CDQzsgNCVmb

Top URLs in Tweet in G6:
[31] https://www.rspb.org.uk/schoolswatch
[2] https://www.rspb.org.uk/get-involved/activities/birdwatch/
[1] https://www.rspb.org.uk/get-involved/activities/birdwatch/?sourcecode=BWMITH0230&utm_source=google&utm_medium=ppcad&utm_content=guide_request_various&utm_campaign=birdwatch2381&gclid=EAIaIQobChMIucP1wuTC9QIVB6iGCh0ltAZuEAAYASAAEgJzL_D_BwE&gclsrc=aw.ds
[1] https://www.rspb.org.uk/get-involved/activities/birdwatch/?sourcecode=BWMITH0412
[1] https://twitter.com/Natures_Voice/status/1468551183421874176
[1] https://www.arc-trust.org/Event/introduction-to-scotlands-reptiles
[1] https://twitter.com/RoyalSocBio/status/1485540891662163968
[1] https://twitter.com/Natures_Voice/status/1484938925395357697
[1] https://www.eventbrite.co.uk/e/birds-of-the-national-cycle-network-bowlingroute-7-registration-224765819617
[1] https://www.sustrans.org.uk/get-involved/volunteer/quick-ways-to-volunteer-with-sustrans/quick-ways-to-volunteer-in-scotland/

Top URLs in Tweet in G7:
[1] https://mping.nssl.noaa.gov
[1] https://mping.nssl.noaa.gov/

Top URLs in Tweet in G8:
[2] https://twitter.com/idw_online_de/status/1481567085855744001
[1] https://www.bats.org.uk/our-work/national-bat-monitoring-programme/surveys
[1] https://twitter.com/KN_Podcast/status/1483374578021933058
[1] https://www.sciencedirect.com/science/article/pii/S0269749121023678
[1] https://twitter.com/Love_plants/status/1486008003899838468
[1] https://twitter.com/love_plants/status/1486008003899838468
[1] https://berlin.artenfinder.net/node/108
[1] https://berlin.stadtwildtiere.de/melden
[1] https://nachrichten.idw-online.de/2022/01/13/staedte-koennen-ein-rueckzugsgebiet-fuer-fledermaeuse-sein-zeigen-citizen-science-daten-aus-berlin/

Top URLs in Tweet in G9:
[2] https://www.spotteron.net/about/citizen-science-in-horizon-europe-partnerships
[1] https://www.spotteron.net/citizen-science-app-features/spots
[1] https://www.spotteron.net/blog-and-news/the-science-of-citizen-science-book-has-been-published-free-ebook
[1] https://www.spotteron.net/
[1] https://www.spotteron.net/blog-and-news/all-about-the-birds-ornithology-apps-running-on-the-spotteron-citizen-science-platform
[1] https://www.spotteron.net
[1] https://www.spotteron.net/apps/global-community-science-projects/nature-s-calendar-zamg
[1] https://twitter.com/_CitizenScience/status/1484472223511592961
[1] https://www.spotteron.net/citizen-science-app-features/data-quality-pack
[1] https://www.spotteron.net/blog-and-news/a-milestone-for-citizen-science-spotteron-3-is-here

Top URLs in Tweet in G10:
[3] https://leiden2022.nl/Opening
[3] https://ucl.zoom.us/meeting/register/tJ0vcuyurTgjG90xhO-_BtXGObSqwFygOyRN
[3] https://thebiologist.rsb.org.uk/biologist-features/hunting-for-holes-of-hope
[3] https://esj-journals.onlinelibrary.wiley.com/toc/14401703/2022/37/1?cookieSet=1
[2] https://www.mdpi.com/2071-1050/13/8/4344
[1] https://earthwatch.org.uk/component/k2/earthwatch-europe-presents-international-research-into-nature-based-solutions-as-a-sustainable-tool-for-building-resilient-cities
[1] https://earthwatch.org.uk/news/blogs/574-nerea
[1] https://earthwatch.org.uk/our-science/citizen-science
[1] https://freshwaterwatch.thewaterhub.org/our-data/explore-our-data
[1] https://www.mdpi.com/journal/sustainability/special_issues/Citizen_Science_Cities_Nature_Based

Top Domains
Top Domains in Tweet in Entire Graph:
[261] twitter.com
[140] raspberryshake.org
[103] scistarter.org
[64] org.uk
[43] naturemapr.org
[38] eu-citizen.science
[35] youtube.com
[28] cstrack.eu
[24] wecompair.eu
[20] nasa.gov

Top Domains in Tweet in G1:
[97] scistarter.org
[66] twitter.com
[38] eu-citizen.science
[27] cstrack.eu
[17] youtube.com
[16] discovermagazine.com
[14] actionproject.eu
[14] zenodo.org
[13] mailchi.mp
[11] hypotheses.org

Top Domains in Tweet in G2:
[9] twitter.com
[9] nasa.gov
[6] citizenscience.gov
[5] ow.ly
[4] unistellaroptics.com
[3] iste.org
[2] scistarter.org
[1] weather.gov
[1] unm.edu
[1] usgs.gov

Top Domains in Tweet in G3:
[17] inaturalist.org
[7] twitter.com
[3] europa.eu
[3] wixsite.com
[2] wiley.com
[2] naturealberta.ca
[1] ac.uk
[1] butterfly-conservation.org
[1] asm.org
[1] org.uk

Top Domains in Tweet in G4:
[140] raspberryshake.org
[1] pflanzeklimakultur.de
[1] ac.at

Top Domains in Tweet in G5:
[15] twitter.com
[9] medium.com
[3] wilsoncenter.org
[3] youtube.com
[2] zenodo.org
[2] org.ng
[2] frontiersin.org
[2] zooniverse.org
[1] google.com
[1] royalsocietypublishing.org

Top Domains in Tweet in G6:
[36] org.uk
[5] twitter.com
[2] youtube.com
[1] arc-trust.org
[1] co.uk
[1] ac.uk

Top Domains in Tweet in G7:
[2] noaa.gov

Top Domains in Tweet in G8:
[5] twitter.com
[1] org.uk
[1] sciencedirect.com
[1] artenfinder.net
[1] stadtwildtiere.de
[1] idw-online.de

Top Domains in Tweet in G9:
[10] spotteron.net
[4] twitter.com
[2] org.uk
[1] spotteron.app
[1] co.uk
[1] chilternsaonb.org
[1] febs.org
[1] webnode.it
[1] citizen-science.es
[1] kosmickohei.com

Top Domains in Tweet in G10:
[9] twitter.com
[6] org.uk
[4] leiden2022.nl
[3] mdpi.com
[3] zoom.us
[3] wiley.com
[1] thewaterhub.org
[1] rte.ie
[1] iua.ie

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3099] citizenscience
[697] pm10
[671] airpollution
[666] fijnstof
[661] pm2
[661] waalre
[660] luftdaten
[479] earthquake
[111] citsci
[104] raspberryshake



Top Hashtags in Tweet in G1:
[819] citizenscience
[85] citsci
[55] coeso
[43] opencall
[37] pm10
[36] library
[34] researchers
[32] scicomm
[26] grant
[24] socialsciences

Top Hashtags in Tweet in G2:
[73] citizenscience
[8] nearearthasteroid
[6] citizenscientists
[5] tnmcorps
[5] citsci
[5] usgs
[5] gis
[5] jwst
[5] teenastronomycafé
[4] earthquake

Top Hashtags in Tweet in G3:
[65] citizenscience
[21] phd
[20] bigbushfirebioblitz
[17] bushfire
[7] biodiversity
[6] newdataset
[6] taxa
[6] fairdata
[4] cienciaciudadanavzla
[4] inatvenezuela

Top Hashtags in Tweet in G4:
[471] earthquake
[141] citizenscience
[102] raspberryshake
[70] seismograph
[47] indonesia
[43] tonga
[42] stanley
[42] sandwichislands
[35] scottish
[35] seismometer

Top Hashtags in Tweet in G5:
[77] citizenscience
[49] openscience
[12] opensource
[11] openlittermap
[10] research
[10] ecrs
[9] opensourcehardware
[6] projectcatalyst
[6] litter
[6] plasticpollution

Top Hashtags in Tweet in G6:
[60] citizenscience
[59] bigschoolsbirdwatch
[16] biggardenbirdwatch
[9] outdoorlearning
[6] winterwatch
[6] woodpeckers
[5] moths
[5] nature
[5] teachertwitter
[5] ssaar

Top Hashtags in Tweet in G7:
[64] citizenscience
[63] mping
[1] weather
[1] ncwx
[1] scwx

Top Hashtags in Tweet in G8:
[59] lightpollution
[24] citizenscience
[11] bats
[10] conservation
[5] nbmp
[3] stadtgrün
[3] fledermäusen
[3] wtimpact
[2] darkskies
[1] soexcited

Top Hashtags in Tweet in G9:
[40] citizenscience
[15] genigmachallenge
[14] birds
[8] conservation
[8] chilterns
[6] citsci
[5] garden
[4] horizoneu
[4] cancerresearch
[4] podcasts

Top Hashtags in Tweet in G10:
[53] citizenscience
[7] iuachangemakers
[4] ecology
[4] communityscience
[3] naturebasedsolutions
[3] knowledge
[3] curiosity
[3] wetenschap
[3] kennis
[3] nieuwsgierigheid

Top Words
Top Words in Tweet in Entire Graph:
[3085] #citizenscience
[2361] level
[2345] m3
[1474] dust
[1016] ugr
[991] 20
[900] direction
[896] temperature
[894] wind
[809] above

Top Words in Tweet in G1:
[807] #citizenscience
[371] level
[268] m3
[259] ugr
[230] aalst_waalre
[230] temperature
[230] wind
[230] direction
[229] 20
[212] above

Top Words in Tweet in G2:
[138] scientists
[85] citizen
[73] #citizenscience
[71] tess
[66] donasascience
[62] data
[61] members
[60] public
[60] nearby
[59] using

Top Words in Tweet in G3:
[65] #citizenscience
[42] inaturalist
[32] environmental
[27] join
[26] published
[22] asmicrobiology
[22] make
[21] jenmgshe
[21] second
[21] #phd

Top Words in Tweet in G4:
[471] #earthquake
[443] raspishake
[422] 01
[406] 2022
[358] utc
[357] preliminary
[353] network
[313] m5
[287] raspishakeq
[151] join

Top Words in Tweet in G5:
[76] #citizenscience
[49] #openscience
[30] research
[21] public
[20] science
[20] join
[19] role
[18] learn
[18] groups
[18] engagement

Top Words in Tweet in G6:
[60] #citizenscience
[59] #bigschoolsbirdwatch
[49] rspb_learning
[48] part
[36] natures_voice
[32] pack
[30] visit
[30] time
[29] still
[27] free

Top Words in Tweet in G7:
[103] help
[103] download
[102] noaanssl
[65] type
[64] app
[64] #citizenscience
[63] remember
[63] #mping
[63] identify
[63] precipitation

Top Words in Tweet in G8:
[64] voigtbatlab
[59] #lightpollution
[58] check
[58] study
[58] adverse
[58] effect
[58] 10
[58] 1016
[58] envpol
[58] 2021

Top Words in Tweet in G9:
[40] #citizenscience
[40] genigma3d
[24] alerta
[23] science
[22] lògica
[22] ciència
[15] spotteron
[15] #genigmachallenge
[14] #birds
[14] data

Top Words in Tweet in G10:
[52] #citizenscience
[19] find
[14] see
[14] msc
[13] proud
[12] doing
[12] bit
[12] ucl
[12] train
[12] next

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1460] dust,level
[1016] ugr,m3
[893] m3,temperature
[893] wind,direction
[800] 20,ugr
[696] level,#pm10
[677] holy,mozes
[677] mozes,really
[677] really,bad
[677] bad,level

Top Word Pairs in Tweet in G1:
[259] ugr,m3
[230] m3,temperature
[230] wind,direction
[208] 20,ugr
[179] aalst_waalre,holy
[179] holy,mozes
[179] mozes,really
[179] really,bad
[179] bad,level
[179] level,above

Top Word Pairs in Tweet in G2:
[69] citizen,scientists
[61] scientists,citizen
[60] tess,data
[60] members,public
[59] using,tess
[59] data,scientists
[59] scientists,members
[59] public,looked
[59] looked,changes
[59] changes,brightness

Top Word Pairs in Tweet in G3:
[21] second,#phd
[21] #phd,paper
[21] paper,published
[21] published,asmicrobiology
[21] asmicrobiology,applied
[21] applied,environmental
[21] environmental,microbiology
[21] microbiology,key
[21] key,findings
[21] findings,compost

Top Word Pairs in Tweet in G4:
[406] 2022,01
[318] utc,raspishake
[304] preliminary,m5
[304] m5,#earthquake
[287] raspishakeq,preliminary
[285] raspishake,network
[151] network,join
[82] 01,21
[70] join,largest
[70] largest,#citizenscience

Top Word Pairs in Tweet in G5:
[18] public,engagement
[17] engagement,environmental
[17] environmental,research
[15] research,playing
[15] playing,increasingly
[15] increasingly,valuable
[15] valuable,role
[15] role,led
[15] led,dr
[15] dr,steffen

Top Word Pairs in Tweet in G6:
[23] still,time
[22] time,free
[22] pack,part
[19] free,pack
[19] rspb_learning,still
[16] see,#citizenscience
[15] last,year
[15] year,organisations
[15] organisations,including
[15] including,bto

Top Word Pairs in Tweet in G7:
[63] remember,download
[63] download,#mping
[63] #mping,#citizenscience
[63] #citizenscience,app
[63] app,noaanssl
[63] noaanssl,help
[63] help,identify
[63] identify,precipitation
[63] precipitation,type
[63] type,observe

Top Word Pairs in Tweet in G8:
[58] check,study
[58] study,adverse
[58] adverse,effect
[58] effect,#lightpollution
[58] #lightpollution,10
[58] 10,1016
[58] 1016,envpol
[58] envpol,2021
[58] 2021,118785
[58] 118785,daniel

Top Word Pairs in Tweet in G9:
[13] hemos,convertido
[13] convertido,desafío
[13] desafío,científico
[13] científico,reto
[13] reto,colectivo
[13] colectivo,estate
[13] estate,alerta
[13] alerta,pronto
[13] pronto,descubrirás
[12] genigma3d,hemos

Top Word Pairs in Tweet in G10:
[12] proud,doing
[12] doing,bit
[12] bit,ucl
[12] ucl,train
[12] train,next
[12] next,generations
[12] generations,ecologists
[12] ecologists,find
[12] find,newest
[12] newest,msc

Top Replied-To
Top Replied-To in Entire Graph:
@ronzhei1
@raspishake
@lexi_4711
@_citizenscience
@nasa
@landslidereport
@mhbastian
@obracko
@teambuergeruni
@iseaorg

Top Replied-To in G1:
@ronzhei1
@stallcatchers
@obracko
@action4cs
@tahliajperry
@ois_center
@dilekfraisl1
@swanseauni
@time4cs
@wecounth

Top Replied-To in G2:
@nasa
@donasascience
@alt_ed_ology

Top Replied-To in G3:
@iseaorg
@robdashworth
@joyohana
@navinsasikumar
@goseascience
@jenmgshe

Top Replied-To in G4:
@raspishake
@lastquake

Top Replied-To in G5:
@trollwikk
@coollesbianaunt

Top Replied-To in G6:
@savebutterflies
@thedrelincourt
@paulinedata

Top Replied-To in G8:
@lexi_4711

Top Replied-To in G9:
@ipbes
@_citizenscience
@i_col

Top Replied-To in G10:
@jimlabisko
@freshwaterizzy
@rsbenwell

Top Mentioned
Top Mentioned in Entire Graph:
@raspishake
@raspishakeq
@aalst_waalre
@noaanssl
@scistarter
@naturemapr
@cstrackproject
@gmrpetricca
@coesoeu
@donasascience

Top Mentioned in G1:
@aalst_waalre
@scistarter
@coesoeu
@cstrackproject
@eucitsciproject
@action4cs
@time4cs
@reinforceeu
@citieshealtheu
@csaustria

Top Mentioned in G2:
@donasascience
@nasa
@allplanets
@unistellar
@iau_outreach
@fedcitsci
@cocorahs
@solarjethunter
@nsf
@lizlandau

Top Mentioned in G3:
@inaturalist
@asmicrobiology
@jenmgshe
@gumnut_case
@uk_ceh
@inatvenezuela
@provita_ong
@irecordwildlife
@lisachilton
@bird

Top Mentioned in G4:
@raspishake
@raspishakeq
@gmrpetricca
@ledasb
@marcdgodfrey
@matplotlib
@tomfinley_wa
@danieldarrow
@ra
@aselcelikel_

Top Mentioned in G5:
@frontenvsci
@the_zooniverse
@openlittermap
@ekokonnect
@eurodoc
@mobilemaggie
@tetfund
@gardenfelder
@adlerplanet

Top Mentioned in G6:
@rspb_learning
@natures_voice
@croxtethhall
@cpvolgroup
@_bto
@nmbiodiversity
@bbcspringwatch
@nbntrust
@laura_csw

Top Mentioned in G7:
@noaanssl
@mlgriffinwx1
@nws

Top Mentioned in G8:
@voigtbatlab
@d_lewanzik
@izwberlin
@_bct_
@tanjastraka
@juliailorenz
@s_voigtheucke
@mitforschen
@leibnizwgl
@esspatz

Top Mentioned in G9:
@genigma3d
@spotteron
@chilternsaonb
@rspbengland
@affinitywater
@pjennings88
@riverchess
@cciudadanaes
@chilternsccc
@unbiodiversity

Top Mentioned in G10:
@ucl
@uclbiosciences
@gis_michelle
@earthwatch_eur
@theriverstrust
@neurekaapp
@rteone
@freshwaterizzy
@mhaklay
@iuaofficial

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@edinburghwatch
@moonbootica
@69nicebot69
@cybersecurityn8
@ipythonistabot
@covanekosuki
@discovertech3
@jfsebastian146

Top Tweeters in G1:
@el_pais
@miragenewscom
@thedailybeast
@billellson
@libe
@penguingalaxy
@chabis_ch
@emoontx
@b0tsci
@berlinerzeitung

Top Tweeters in G2:
@ken_crichlow
@npsusa
@barin_moon
@rnitsch
@education_24x7
@nuclear94
@ailsaforshaw
@mrpshropshire
@wejhtht12ngst
@mosestamakloe

Top Tweeters in G3:
@aquarium_b
@noticias_buceo
@saunieindiego
@divebot2
@outbackeco
@adisaklive
@parrotoftheday
@rk_ct
@merryboffin
@joyohana

Top Tweeters in G4:
@ipythonistabot
@ansisegle
@carlanun
@reddeemergencia
@hrhstillstacie
@mahanthanut
@kingdomofwench
@takaoyoshida6
@darksapiens
@oma_oma_1

Top Tweeters in G5:
@chidambara09
@discovertech3
@opensource_orgs
@steltenpower
@lala35539674
@_open_science_
@develop_mobile
@frodo60
@openscitalk
@jenniferyuen1

Top Tweeters in G6:
@edinburghwatch
@moonbootica
@rhapsodysbiues
@saveredlandlibr
@alpha1malegroom
@blodeuweddmoon
@giddings3_g
@natures_voice
@gdmorewood
@andreasnohsia

Top Tweeters in G7:
@dmellieon
@binkytoes
@dscald4u
@kadar_k
@wrangler3chevy
@afifteen
@julesofthwood
@watchwx
@kevinrj
@katie_h7

Top Tweeters in G8:
@tandoreo
@sue_lees
@_bct_
@chrisacorby
@henlakebats
@annettekoslows1
@andyelliott16
@natureinart
@anthonyjcook2
@ecoireland

Top Tweeters in G9:
@dacilmp
@agoraabierta
@galaxiadraco
@oriludic
@unbiodiversity
@hephaistos_ai
@davidmartincsp
@llthingscitizen
@unep
@nature_org

Top Tweeters in G10:
@fabriciosx
@imagine_garden
@cogs39
@juliewassmer
@rteone
@readtechhere
@jbuchana
@envagency
@_jakashi
@rteplayer