citizenscience, Twitter, 6/2/2022 5:28:21 AM, 277500


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citizenscience_2022-06-01_19-33-52.xlsx
citizenscience_2022-06-01_19-33-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 02, 2022
Short Description:
citizenscience via NodeXL https://bit.ly/3GH9B8U
@love_plants
@eucitsci
@this0499154500
@citscioz
@citieshealtheu
@smr_foundation
@ecology_tweets
@mitforschen
@openscitalk
@dilekfraisl1

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

Description:
Description
The graph represents a network of 3,843 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, 02 June 2022 at 02:40 UTC.

The requested start date was Thursday, 02 June 2022 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 13-day, 21-hour, 30-minute period from Thursday, 19 May 2022 at 00:17 UTC to Wednesday, 01 June 2022 at 21:47 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 : 3843
Unique Edges : 3091
Edges With Duplicates : 9826
Total Edges : 12917
Number of Edge Types : 5
Tweet : 1278
Retweet : 3824
MentionsInRetweet : 5741
Mentions : 1986
Replies to : 88
Self-Loops : 1313
Reciprocated Vertex Pair Ratio : 0.0673060156931125
Reciprocated Edge Ratio : 0.126123182486522
Connected Components : 326
Single-Vertex Connected Components : 102
Maximum Vertices in a Connected Component : 2673
Maximum Edges in a Connected Component : 10099
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.934341
Graph Density : 0.000414566909988523
Modularity : 0.41777
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,843 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, 02 June 2022 at 02:40 UTC.

The requested start date was Thursday, 02 June 2022 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 13-day, 21-hour, 30-minute period from Thursday, 19 May 2022 at 00:17 UTC to Wednesday, 01 June 2022 at 21:47 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
[30] https://nomowmay.plantlife.org.uk/get-counting/
[24] https://onlinelibrary.wiley.com/doi/10.1111/ecog.06219
[22] https://zenodo.org/record/6045639#.YhNqQ5PMKAk
[15] https://www.deeplabcutcontrib.org/label
[11] https://citizenscience.org/c-sci-2022/
[10] https://www.youtube.com/watch?v=KQnhxo3UyI8&feature=youtu.be

[10] https://zenodo.org/record/6005549#.YgJ1p-7MLRN
[10] https://science.nasa.gov/science-news/citizenscience/puzzling-triple-star-system-found-by-citizen-scientists-working-on-planet-hunters-tess
[8] https://rri-tools.eu/-/noveleco-societal-attitudes-to-urban-novel-ecosystems

Top URLs in Tweet in G1:
[22] https://zenodo.org/record/6045639#.YhNqQ5PMKAk
[10] https://zenodo.org/record/6005549#.YgJ1p-7MLRN
[10] https://citizenscience.org/c-sci-2022/
[9] https://www.youtube.com/watch?v=KQnhxo3UyI8&feature=youtu.be

[8] https://rri-tools.eu/-/noveleco-societal-attitudes-to-urban-novel-ecosystems
[8] https://www.eventbrite.co.uk/e/citizen-science-with-underrepresented-communities-tickets-318855113227
[7] https://www.discovermagazine.com/the-sciences/citizen-science-month-2022-turning-curiosity-into-impact-around-the-country
[7] https://express.converia.de/frontend/index.php?folder_id=4777&page_id=
[7] https://citieshealth.eu/2022/05/04/final-cities-health-event-in-rome/
[6] https://www.advancedsciencenews.com/citizen-science-the-future-of-research-could-be-in-the-hands-of-many/

Top URLs in Tweet in G2:
[29] https://nomowmay.plantlife.org.uk/get-counting/
[6] https://nomowmay.plantlife.org.uk/?utm_source=twitter&utm_medium=social&utm_campaign=nomomay
[4] https://www.plantlife.org.uk/uk/about-us/news/no-mow-may-dawn-of-a-new-british-lawn
[3] https://nomowmay.plantlife.org.uk/every-flower-counts/
[2] https://www.nhsn.org.uk/the-north-east-ladybird-spot/
[2] https://www.nhsn.org.uk/north-east-bee-hunt/
[1] https://twitter.com/RobGMacfarlane/status/1528363960604426241
[1] https://www.plantlife.org.uk/everyflowercounts/
[1] https://twitter.com/seal_rescue/status/1525808433089462272
[1] https://twitter.com/MikeyC74/status/1530102356498599936

Top URLs in Tweet in G3:
[5] https://besjournals.onlinelibrary.wiley.com/doi/10.1002/pan3.10332
[4] https://www.inaturalist.org/blog/66531-we-ve-passed-100-000-000-verifiable-observations-on-inaturalist#:~:text=If%20you%20made%201%2C000%20observations,can%20do%20by%20working%20together
[4] https://scistarter.org/ant-picnic?utm_campaign=NL0522_2
[4] https://www.wonderseekers.com/
[3] https://www.santannapisa.it/it/multimedia/canale-50-giornata-internazionale-delle-api-la-loro-importanza-conservare-la-biodiversita?utm_source=scuola+sant'anna&utm_campaign=world+pollinator+day
[3] https://doi.org/10.1016/J.BIOCON.2022.109556
[2] https://twitter.com/querulancia/status/1529119851624685569
[2] https://joss.rcos.nii.ac.jp/session/overview/?id=se_101
[2] https://scistarter.org/mystic-river-herring-education-project
[2] https://www.globeatnight.org/

Top URLs in Tweet in G4:
[4] https://www.citizenscience-wettbewerb.de/
[3] https://www.ecologyandsociety.org/vol27/iss2/art24/
[2] https://twitter.com/_mswiss/status/1529373124583735296
[2] https://theconversation.com/how-is-snowfall-measured-a-meteorologist-explains-how-volunteers-tally-up-winter-storms-175628
[2] https://www.spiegel.de/wissenschaft/natur/verhaltensbiologie-das-woerterbuch-der-nachtigall-umfasst-rund-2000-strophen-a-28933876-4c0a-42c8-b1bc-d84a43853658
[2] https://popupstore.uni-graz.at/de/veranstaltungen/detail/article/digitale-vermittlung-und-partizipation-von-kulturerbe-1/
[1] https://twitter.com/joachimwirth1/status/1532027518601113600
[1] https://twitter.com/dilekfraisl1/status/1526563372526870528
[1] https://www.buergerschaffenwissen.de/projekt/zu-nah-mit-abstand-mehr-sicherheit
[1] https://www.buergerschaffenwissen.de/citizen-science/veranstaltungen/online-format-mittagspause-mit-buerger-schaffen-wissen

Top URLs in Tweet in G5:
[70] https://raspberryshake.org
[2] https://www.youtube.com/watch?v=fcuX1FTfeaA

[1] https://twitter.com/n1infobg/status/1531982654513496066
[1] https://stationview.raspberryshake.org/#?event=rs2022kslxkn
[1] https://stationview.raspberryshake.org/#?event=rs2022jtbbho
[1] https://stationview.raspberryshake.org/#?event=rs2022jthzfk
[1] https://stationview.raspberryshake.org/#?event=rs2022jtlxnp
[1] https://stationview.raspberryshake.org/#?event=rs2022jtlwpo
[1] https://stationview.raspberryshake.org/#?event=rs2022jtnahu
[1] https://stationview.raspberryshake.org/#?event=rs2022jtpdtx

Top URLs in Tweet in G6:
[4] https://www.scienceworld.ca/resource/bug-diversity-hunt/
[3] https://science.nasa.gov/science-news/citizenscience/puzzling-triple-star-system-found-by-citizen-scientists-working-on-planet-hunters-tess
[3] https://formlink.solstice.world/#/4279a49a958844a79d29ce94edfdc4f9/e12714b9c33e4dd1838eec875e7784cf?branding=solstice
[2] Https://szunyogmonitor.hu/index.php/szunyogmonitor-english/
[2] https://www.zugutfuerdietonne.de/jetzt-engagieren/citizen-science
[1] https://www.environment.gov.scot/get-involved/project-finder/
[1] https://sealionspotter.com/
[1] https://www.abc.net.au/news/2022-05-19/students-playing-vital-role-in-sea-lion-conservation/101080968
[1] https://twitter.com/FBLeuven/status/1395415067332644865
[1] https://twitter.com/w_jahr/status/1527542059409846272

Top URLs in Tweet in G7:
[23] https://onlinelibrary.wiley.com/doi/10.1111/ecog.06219
[1] https://easin.jrc.ec.europa.eu/easin/News/DetailNews/6309f4de-a66b-4b83-9e47-be50e17014e6
[1] https://easin.jrc.ec.europa.eu/easin/CitizenScience/IASMap
[1] https://floradevigo.wordpress.com/2022/05/22/malva-sylvestris/
[1] https://neobiota.pensoft.net/article/79636/
[1] https://twitter.com/NeobiotaJournal/status/1529827032992886784
[1] https://twitter.com/ClaerhoutTim/status/1523691331175911426
[1] https://twitter.com/profkatejones/status/1527591400010833920
[1] https://home-safari.be/at-a-nature-reserve/

Top URLs in Tweet in G8:
[1] https://www.bto.org/our-science/projects/breeding-bird-survey/taking-part/breeding-waders-bbs-squares
[1] https://www.bto.org/wbbs
[1] https://twitter.com/LBFlyawayhome/status/1529166180816134153
[1] https://www.plantlife.org.uk/uk/about-us/news/no-mow-may-dawn-of-a-new-british-lawn
[1] https://twitter.com/WOXFarmBirds/status/1531723626940096512
[1] https://www.tbhpartnership.org.uk/citizen-science
[1] https://twitter.com/_BTO/status/1531919485996781569
[1] https://twitter.com/_bto/status/1530589724850675717
[1] https://twitter.com/bbs_birds/status/1529152001938014210
[1] https://twitter.com/_BTO/status/1488469364840050701

Top URLs in Tweet in G9:
[1] https://nomowmay.plantlife.org.uk/?utm_source=twitter&utm_medium=social&utm_campaign=nomomay

Top URLs in Tweet in G10:
[15] https://www.deeplabcutcontrib.org/label

Top Domains
Top Domains in Tweet in Entire Graph:
[233] twitter.com
[141] raspberryshake.org
[62] org.uk
[43] zenodo.org
[41] youtube.com
[35] wiley.com
[35] co.uk
[26] scistarter.org
[21] citizenscience.org
[17] zoom.us

Top Domains in Tweet in G1:
[65] twitter.com
[40] zenodo.org
[26] co.uk
[22] youtube.com
[18] citizenscience.org
[17] scistarter.org
[10] citizen-science.net
[10] zoom.us
[8] europa.eu
[8] rri-tools.eu

Top Domains in Tweet in G2:
[48] org.uk
[10] twitter.com
[1] wordpress.com
[1] mammalweb.org
[1] facebook.com

Top Domains in Tweet in G3:
[16] naturemapr.org
[14] twitter.com
[8] scistarter.org
[6] inaturalist.org
[5] wiley.com
[4] youtube.com
[4] buzzsprout.com
[4] wonderseekers.com
[4] sbfprize.org
[3] google.com

Top Domains in Tweet in G4:
[17] twitter.com
[6] buergerschaffenwissen.de
[5] citizenscience-wettbewerb.de
[4] theconversation.com
[3] ecologyandsociety.org
[2] uni-ulm.de
[2] b-i-t-online.de
[2] spiegel.de
[2] wikiversity.org
[2] hypotheses.org

Top Domains in Tweet in G5:
[141] raspberryshake.org
[2] org.uk
[2] youtube.com
[1] twitter.com
[1] fruitwatch.org
[1] nodexlgraphgallery.org

Top Domains in Tweet in G6:
[25] twitter.com
[4] scienceworld.ca
[4] biosphere-expeditions.org
[3] facebook.com
[3] nasa.gov
[3] solstice.world
[3] youtube.com
[2] szunyogmonitor.hu
[2] zugutfuerdietonne.de
[2] roadkill.at

Top Domains in Tweet in G7:
[23] wiley.com
[3] twitter.com
[2] europa.eu
[1] wordpress.com
[1] pensoft.net
[1] home-safari.be

Top Domains in Tweet in G8:
[6] twitter.com
[2] bto.org
[2] org.uk

Top Domains in Tweet in G9:
[1] org.uk

Top Domains in Tweet in G10:
[15] deeplabcutcontrib.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3489] citizenscience
[674] airpollution
[670] pm10
[670] pm2
[670] fijnstof
[670] waalre
[669] luftdaten
[493] earthquake
[242] everyflowercounts
[172] raspberryshake



Top Hashtags in Tweet in G1:
[741] citizenscience
[80] citsci
[61] openscience
[60] csci2022
[45] h2020
[35] astronomy
[31] scicomm
[31] research
[25] policysupportfacility
[20] stepchangeeu

Top Hashtags in Tweet in G2:
[227] everyflowercounts
[188] citizenscience
[141] nomowmay
[98] personalnectarscore
[46] biodiversity
[32] worldbeeday
[29] wildlife
[8] pollinatorparks
[6] birdtherapy
[6] northeastbeehunt

Top Hashtags in Tweet in G3:
[178] citizenscience
[34] biodiversity
[24] sciencetourism
[24] traveladventures
[19] scicomm
[16] naturemapr
[14] conservation
[13] nationalvolunteerweek
[13] turtle
[10] mysciencemay

Top Hashtags in Tweet in G4:
[159] citizenscience
[17] bibtag22
[12] openbikesensor
[11] wissenschaft
[10] csmittagspause
[10] undercovereisagenten
[10] freiraum22
[8] nachtigall
[8] gesellschaft
[8] aktionstag

Top Hashtags in Tweet in G5:
[493] earthquake
[208] citizenscience
[171] raspberryshake
[72] shakenet
[71] seismograph
[55] seismometer
[48] scottish
[47] japan
[42] peru
[24] chile

Top Hashtags in Tweet in G6:
[784] citizenscience
[669] airpollution
[668] pm10
[668] pm2
[668] fijnstof
[668] waalre
[668] luftdaten
[13] biodiversity
[10] conservation
[6] discovery

Top Hashtags in Tweet in G7:
[61] citizenscience
[52] flores
[24] biodiversity
[23] amphibians
[20] llenatwitterdeflores
[15] vigo
[10] eei
[10] exótica
[10] invasora
[9] plants

Top Hashtags in Tweet in G8:
[27] citizenscience
[10] silverstuddedblue
[8] everyflowercounts
[8] buttery
[8] garden
[6] wader
[6] yorkshiredales
[4] nomowmay
[4] personalnectarscore
[4] tunstallhills

Top Hashtags in Tweet in G9:
[4] citizenscience
[2] everyflowercounts
[1] meadows
[1] grasslands
[1] biodiversity
[1] nature
[1] botany
[1] morethanhuman
[1] nomowmay

Top Hashtags in Tweet in G10:
[78] citizenscience
[13] deepwild
[2] machinelearning
[1] ififitsisits
[1] catsquare
[1] communityscience

Top Words
Top Words in Tweet in Entire Graph:
[3488] #citizenscience
[2140] m3
[2043] level
[1336] dust
[779] ugr
[706] great
[674] #airpollution
[671] temperature
[670] direction
[670] #pm10

Top Words in Tweet in G1:
[740] #citizenscience
[165] science
[130] more
[124] citizen
[117] eucitsci
[89] project
[87] join
[85] projects
[80] #citsci
[75] learn

Top Words in Tweet in G2:
[338] love_plants
[227] #everyflowercounts
[217] lawns
[204] part
[188] #citizenscience
[150] survey
[141] #nomowmay
[132] plantlife's
[106] take
[98] #personalnectarscore

Top Words in Tweet in G3:
[178] #citizenscience
[73] nature
[66] sighting
[61] map
[53] featured
[49] naturemapr
[48] citscioz
[44] canberra
[38] great
[35] help

Top Words in Tweet in G4:
[159] #citizenscience
[76] die
[54] mitforschen
[45] science
[40] mfnberlin
[39] projekt
[36] citizen
[22] wissimdialog
[21] neuen
[20] openbikesensor

Top Words in Tweet in G5:
[493] #earthquake
[389] raspishake
[388] network
[385] 2022
[374] 05
[300] preliminary
[300] utc
[280] m5
[230] raspishakeq
[208] #citizenscience

Top Words in Tweet in G6:
[2115] m3
[2004] level
[1336] dust
[784] #citizenscience
[779] ugr
[669] #airpollution
[668] temperature
[668] wind
[668] direction
[668] #pm10

Top Words in Tweet in G7:
[61] #citizenscience
[52] #flores
[37] flora_vigo
[34] species
[31] records
[24] #biodiversity
[23] science
[23] temporal
[23] trends
[23] spatial

Top Words in Tweet in G8:
[37] survey
[30] one
[27] #citizenscience
[22] _bto
[22] bbs_birds
[20] end
[19] little
[19] know
[18] extra
[18] site

Top Words in Tweet in G9:
[82] project
[74] ecosystems
[74] responding
[74] climate
[74] change
[74] apply
[74] funded
[74] phd
[74] design
[74] ways

Top Words in Tweet in G10:
[88] deeplabcut
[86] charlotte9080
[81] day
[78] #citizenscience
[69] today's
[69] collaborated
[69] awesome
[69] come
[69] label
[69] frames

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1336] dust,level
[779] ugr,m3
[668] m3,temperature
[668] wind,direction
[668] level,#pm10
[668] m3,dust
[668] level,#pm2
[668] m3,#fijnstof
[668] #fijnstof,#airpollution
[668] #airpollution,#waalre

Top Word Pairs in Tweet in G1:
[87] citizen,science
[66] learn,more
[47] full,report
[46] report,learn
[43] #citizenscience,projects
[39] remember,check
[39] check,full
[34] #citizenscience,#astronomy
[32] more,#citizenscience
[31] citizen,scientists

Top Word Pairs in Tweet in G2:
[162] #everyflowercounts,#citizenscience
[103] take,part
[95] taking,part
[94] plantlife's,#everyflowercounts
[86] please,take
[85] #personalnectarscore,taking
[72] garden,lawns
[69] calculate,#personalnectarscore
[67] #citizenscience,lawn
[67] lawn,survey

Top Word Pairs in Tweet in G3:
[59] nature,map
[47] map,featured
[47] featured,sighting
[44] canberra,nature
[31] naturemapr,canberra
[24] #sciencetourism,goes
[24] goes,beyond
[24] beyond,superficial
[24] superficial,offer
[24] offer,unique

Top Word Pairs in Tweet in G4:
[35] citizen,science
[16] erlebbar,machen
[14] #citizenscience,projekt
[14] #citizenscience,stadt
[14] stadt,wissimdialog
[14] wissimdialog,fördern
[14] fördern,projekte
[14] projekte,die
[14] die,bürgerforschung
[14] bürgerforschung,lokal

Top Word Pairs in Tweet in G5:
[366] 2022,05
[275] utc,raspishake
[252] raspishake,network
[247] preliminary,m5
[247] m5,#earthquake
[230] raspishakeq,preliminary
[171] network,join
[109] #raspberryshake,#citizenscience
[107] #citizenscience,seismic
[106] seismic,network

Top Word Pairs in Tweet in G6:
[1336] dust,level
[779] ugr,m3
[668] m3,temperature
[668] wind,direction
[668] level,#pm10
[668] m3,dust
[668] level,#pm2
[668] m3,#fijnstof
[668] #fijnstof,#airpollution
[668] #airpollution,#waalre

Top Word Pairs in Tweet in G7:
[23] temporal,trends
[23] trends,spatial
[23] spatial,bias
[23] bias,species
[23] species,occurrence
[23] occurrence,records
[23] records,#citizenscience
[23] #citizenscience,#amphibians
[22] ecographyjourna,temporal
[12] citizen,science

Top Word Pairs in Tweet in G8:
[18] one,20
[18] 20,little
[18] little,egrets
[18] egrets,wearing
[18] wearing,darvic
[18] darvic,rings
[18] rings,pls
[18] pls,look
[18] look,know
[18] know,end

Top Word Pairs in Tweet in G9:
[74] ecosystems,responding
[74] responding,climate
[74] climate,change
[74] change,apply
[74] apply,funded
[74] funded,phd
[74] phd,project
[74] project,design
[74] design,ways
[74] ways,tracking

Top Word Pairs in Tweet in G10:
[69] today's,day
[69] day,collaborated
[69] collaborated,deeplabcut
[69] deeplabcut,awesome
[69] awesome,#citizenscience
[69] #citizenscience,come
[69] come,label
[69] label,frames
[68] charlotte9080,today's
[68] frames,#d

Top Replied-To
Top Replied-To in Entire Graph:
@lerunews
@citsci_geek
@rhdijkgraaf
@mobilemaggie
@riverperkin
@jessileclair
@scistarter
@listen2mcr
@heidiproject
@marcdgodfrey

Top Replied-To in G1:
@mobilemaggie
@lerunews
@jessileclair
@girlscouts
@tomergueta
@jomagellan
@dieguich
@heidiproject
@iiasavienna
@eucitsci

Top Replied-To in G2:
@love_plants

Top Replied-To in G3:
@citsci_geek
@adamhosken
@yaelago1
@jillfnugent
@ecamprasse
@chnickerson
@imerinet
@mike_crimmins
@richardmarlesmp

Top Replied-To in G4:
@scistarter
@serendipityness
@waldraeubers
@bibtag22
@isgv_dd
@msiemund
@s_voigtheucke
@einrobert1

Top Replied-To in G5:
@marcdgodfrey
@listen2mcr
@raspishake
@oracle_uki

Top Replied-To in G6:
@apsounds

Top Mentioned
Top Mentioned in Entire Graph:
@raspishake
@love_plants
@raspishakeq
@eucitsci
@deeplabcut
@charlotte9080
@cstrackproject
@citsciassoc
@eca_edinburgh
@gmrpetricca

Top Mentioned in G1:
@eucitsci
@cstrackproject
@citsciassoc
@coesoeu
@heidiproject
@citieshealtheu
@sciencefchange
@stepchangeeu
@penguingalaxy
@euscienceinnov

Top Mentioned in G2:
@love_plants
@climateactionne
@bbcspringwatch
@nee_naturalist
@thelevenfife
@bbccwr
@enableparks
@ianplantlife
@bbcberkshire
@sepmanagement

Top Mentioned in G3:
@naturemapr
@citscioz
@insectinvestig8
@inaturalist
@citsci_geek
@wonderseekers
@donaldmcknight2
@constababble
@mangrovewatch
@suepillans

Top Mentioned in G4:
@mitforschen
@mfnberlin
@wissimdialog
@openbikesensor
@eucitsci
@bibtag22
@saxorum
@msiemund
@lbriefarchiv
@stuttgart_stadt

Top Mentioned in G5:
@raspishake
@raspishakeq
@gmrpetricca
@listen2mcr
@matplotlib
@raspi
@alansheehan18
@ledasb
@buzz_dont_tweet

Top Mentioned in G6:
@scienceworldtr
@nucleusphotonft
@evacranetrust

Top Mentioned in G7:
@flora_vigo
@ecographyjourna
@ucleast
@freshwaterizzy
@anaandelkovic
@eu_aliens
@aliencsi1
@marigoula19
@dhaelewa
@liferiparias

Top Mentioned in G8:
@_bto
@bbs_birds
@merseysiderg
@love_plants
@webs_uk
@tbhpartnership
@juliet_vickery
@beccasbutterfli
@sa
@annie_shadrake

Top Mentioned in G9:
@eca_edinburgh
@bigmeadowsearch
@plantlifescot

Top Mentioned in G10:
@deeplabcut
@charlotte9080
@nakedprimate
@msc_ab_st_a
@explanimals
@mikemwebster

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@filafresh
@chidambara09
@cybersecurityn8
@angelamortimer2
@jfsebastian146
@john1966olsen
@alcinodoliveira
@b1e56df9ce6549f
@raivoonet

Top Tweeters in G1:
@chidambara09
@oregakitaworld
@wwf
@syawal
@andreww66619812
@davidbflower
@academicchatter
@b0tsci
@penguingalaxy
@drpetra

Top Tweeters in G2:
@angelamortimer2
@john1966olsen
@bettyjo62
@rosenthalellery
@fiftyminus2
@linmp1031
@nigeblue
@eu_remain_2017
@tymvirginia
@alexbellars

Top Tweeters in G3:
@broomstick33
@jrehnj
@mariecolemanao
@lizdolphinfluff
@jane__eden
@may_gun
@srzjwalters
@zbenac
@mmmukalla
@xrisfg

Top Tweeters in G4:
@btkrth
@diepressecom
@chabis_ch
@spiegelonline
@seni_bl
@v_i_o_l_a
@bundestag_tweet
@gutis_07
@tuessl
@archivalia_kg

Top Tweeters in G5:
@filafresh
@b1e56df9ce6549f
@raivoonet
@guardian
@codewithtwitchi
@bbcnews
@telegraph
@fullnam35087976
@xeronbot
@oma_oma_1

Top Tweeters in G6:
@aalst_waalre
@religionprof
@researchbuzz
@infomgmtexec
@kimu
@tavigreiner
@quakefactor
@runrichrun
@michaelgrr
@iotwatch

Top Tweeters in G7:
@clia_g
@datasciencebot_
@isabelgranadina
@littledesastre
@waltermaes
@luengo1958
@lila12146085
@isabelmbs
@zarahpattison
@ukladybirds

Top Tweeters in G8:
@johnhar45782426
@colleenmmck618
@alfieturner2
@saveredlandlibr
@allen_tanya
@sybalan
@whatsonwow
@hartshill18hay1
@blodeuweddmoon
@snaithpauline

Top Tweeters in G9:
@argyllseaglass
@hullfair
@hl10pm
@bridgeanne
@havenlust
@fidaisyg
@clivesc
@gfromz
@faithfulljohn
@michammel

Top Tweeters in G10:
@hubofml
@calcaware
@thecuriousluke
@bellemaps
@prenass
@c4d_official
@freedomgeopol
@palaeohan
@sempleprimate
@chiropterarex


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