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citizenscience_2020-10-14_20-02-16.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 15, 2020
Short Description:
citizenscience via NodeXL https://bit.ly/3lRdDjr
@citscioz
@cs_sdg2020
@love_plants
@coopsciscoop
@ibis_journal
@jo_barnes
@inaturalist
@jillfnugent
@citscimonth
@openscitalk

Top hashtags:
#citizenscience
#earthquake
#fungi
#citsci
#sdgs
#citsciozonline
#cs_sdg2020

Description:
Description
The graph represents a network of 4,138 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, 15 October 2020 at 03:11 UTC.

The requested start date was Thursday, 15 October 2020 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, 13-hour, 25-minute period from Thursday, 01 October 2020 at 00:21 UTC to Wednesday, 14 October 2020 at 13:47 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 : 4138
Unique Edges : 3405
Edges With Duplicates : 10369
Total Edges : 13774
Number of Edge Types : 5
Mentions : 2556
Retweet : 4087
MentionsInRetweet : 6338
Tweet : 663
Replies to : 130
Self-Loops : 689
Reciprocated Vertex Pair Ratio : 0.0731142989356779
Reciprocated Edge Ratio : 0.136265631737818
Connected Components : 338
Single-Vertex Connected Components : 111
Maximum Vertices in a Connected Component : 2990
Maximum Edges in a Connected Component : 11742
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.404537
Graph Density : 0.000406392791688908
Modularity : 0.433467
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,138 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, 15 October 2020 at 03:11 UTC.

The requested start date was Thursday, 15 October 2020 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, 13-hour, 25-minute period from Thursday, 01 October 2020 at 00:21 UTC to Wednesday, 14 October 2020 at 13:47 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:
[47] https://citizenscience.org.au/citsciozonline/
[38] https://raspberryshake.org
[34] SDG
[34] https://covid19impactsurvey.org
[25] https://landsense.eu/Mapathon
[24] https://www.psychologytoday.com/articles/199601/carl-sagan
[24] https://fcub.fluidware.it/stations
[17] https://www.cs-sdg-conference.berlin/files/assets/EU
[17] Citizen
[17] Science

Top URLs in Tweet in G1:
[26] SDG
[24] https://landsense.eu/Mapathon
[14] https://www.cs-sdg-conference.berlin/en/programme-overview.html
[13] https://www.cs-sdg-conference.berlin/en/registration.html
[13] https://www.cs-sdg-conference.berlin/files/assets/EU
[13] Citizen
[13] Science
[13] Tagung/Unterseiten/CS
[13] Declaration
[13] 10.10.20.pdf

Top URLs in Tweet in G2:
[46] https://citizenscience.org.au/citsciozonline/
[9] https://scistarter.org/tedxscistarter-countdown
[9] https://blog.scistarter.org/2020/10/can-citizen-science-help-fight-misinformation-and-biased-news-coverage/
[7] https://scistarter.org/public-editor
[7] https://docs.google.com/spreadsheets/d/e/2PACX-1vQ59R3RDyXIYDmCk3Q3sevDJBYKUiuvQfFqsFYwLiAFyAKCIPFCdPLQC1irt4jy0iXse57jSpeOEAVn/pubhtml?gid=0&single=true
[7] https://cosmosmagazine.com/people/science/unlocking-universal-secrets/
[6] https://scistarter.org/explore-hawk-happenings-data
[5] https://scistarter.org/nc-state-citizen-science-campus-making-it-count-mo
[4] https://scistarter.org/finder?phrase=Migration+&topic=11
[4] https://twitter.com/SciStarter/status/1312828680360656896

Top URLs in Tweet in G3:
[12] https://www.plantlife.org.uk/wales
[7] https://www.plantlife.org.uk/uk/discover-wild-plants-nature/habitats/grassland/waxcaps-fungi/waxcapp-survey
[4] https://bit.ly/33dTJsk
[1] https://www.youtube.com/watch?v=Cs7Wy_onO6g&feature=youtu.be

[1] https://www.plantlife.org.uk/wales/our-work/projects-wales-cymru/magnificent-meadows-cymru-wales
[1] https://twitter.com/donnarainey4/status/1313488224963235842
[1] https://twitter.com/NaturePlymouth/status/1311243669110951937
[1] https://twitter.com/Eastreadingcom/status/1311932318899109890
[1] https://twitter.com/NaturePlymouth/status/1311681261589737473
[1] https://twitter.com/RebelBotanists/status/1313110300363718656

Top URLs in Tweet in G4:
[2] https://twitter.com/tom_auer/status/1312121048796602368
[2] https://www.sovon.nl/nl/publicaties/eksters-die-op-gebouwen-nestelen
[1] https://twitter.com/AonghaisC/status/1313849528026574848
[1] https://www.bto.org/our-science/publications/peer-reviewed-papers/phenological-mismatch-between-breeding-birds-and-their
[1] https://www.bto.org/our-science/publications/peer-reviewed-papers/using-citizen-science-assess-drivers-common-house
[1] https://twitter.com/RSPBScience/status/1308310777556881408
[1] https://twitter.com/i_woodward/status/1313159195756302336
[1] https://scotlandsnature.blog/2020/10/09/a-quest-to-learn-more-about-humpback-whales-in-scotland/
[1] https://www.waderstudygroup.org/news/european-golden-plover-survey-2020/
[1] https://twitter.com/Esteban_birds/status/1313899481981693952

Top URLs in Tweet in G5:
[4] https://www.zooniverse.org/projects/marckuchner/planet-patrol/
[3] https://twitter.com/catalina_sky/status/1312989125352460288
[2] https://www.skyatnightmagazine.com/space-science/hubble-tuning-fork-shape-galaxies/
[2] https://www.nasa.gov/feature/goddard/2020/search-for-new-worlds-at-home-with-nasa-s-planet-patrol-project?utm_source=FBPAGE&utm_medium=NASA+Universe&utm_campaign=NASASocial&linkId=100842298
[1] https://twitter.com/nasa/status/1315405709413093377
[1] https://go.nasa.gov/30sIKd0
[1] https://www.nasa.gov/feature/goddard/2020/search-for-new-worlds-at-home-with-nasa-s-planet-patrol-project?utm_source=TWITTER&utm_medium=NASAGoddard&utm_campaign=NASASocial&linkId=100931459
[1] https://exoplanets.nasa.gov/resources/2241/mundos-zombis/?utm_source=TWITTER&utm_medium=DoNASAScience&utm_campaign=NASASocial&linkId=101653936
[1] https://twitter.com/GLOBEProgram/status/1313154481387786241
[1] https://twitter.com/Dr_ThomasZ/status/1313832180368338944

Top URLs in Tweet in G6:
[38] https://raspberryshake.org
[2] https://www.cs-sdg-conference.berlin/en/programme-overview.html
[2] https://seti.org/join-planet-patrol-and-help-tess-hunt-exoplanets
[1] https://www.eeri-members.org/sparta-nc-eq-reconnaissance-20200930
[1] https://raspberryshake.org/products/
[1] https://twitter.com/KMIDSSeismology/status/1314146929240989697
[1] https://raspberryshake.net/eqview/#?event=rs2020ugibjw
[1] https://raspberryshake.net/eqview/#?event=rs2020tjaaec
[1] https://raspberryshake.net/eqview/#?event=rs2020tjbknn
[1] https://raspberryshake.net/eqview/#?event=rs2020tjtrwa

Top URLs in Tweet in G7:
[24] https://fcub.fluidware.it/stations
[12] https://git.fluidware.it/milanoscaloromana/pm/blob/master/README.md
[3] http://www.facebook.com/pages/p/263839507027654
[2] https://www.inaturalist.org/projects/sharks-and-rays-in-greece-and-cyprus
[2] https://www.inaturalist.org/projects/is-it-alien-to-you-share-it-e963f8ce-0061-4bb0-81a3-9c127b4c101d
[2] https://www.facebook.com/thebdi/photos/a.524511144293821/3323771394367768/?type=3
[2] https://www.facebook.com/thebdi/photos/a.2061299933948260/3284645671613674/?type=3
[2] https://www.facebook.com/thebdi/photos/a.2061299933948260/3287940821284159/?type=3
[2] https://www.facebook.com/thebdi/photos/a.2061299933948260/3319156104829297/?type=3
[1] https://forms.office.com/Pages/ResponsePage.aspx?id=q8h8Wtykm0-_YGZxQEmtYij5q8btji1DnkVYRS755bRURFBFVEdVS09YOFJBUVNWTTE4UEhDRTlTNCQlQCN0PWcu

Top URLs in Tweet in G8:
[2] https://www.bodemdierendagen.nl/doe-mee
[1] https://landsense.eu/Mapathon
[1] https://onlinelibrary.wiley.com/doi/10.1111/ecog.05117?cookieSet=1
[1] https://onlinelibrary.wiley.com/doi/10.1111/ecog.05196?cookieSet=1
[1] https://onlinelibrary.wiley.com/doi/10.1111/ecog.05146?cookieSet=1
[1] https://twitter.com/global_birding/status/1312710407161864195
[1] https://support.ebird.org/en/support/solutions/articles/48000838845-how-to-count-birds?utm_content=buffera9dec&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://support.ebird.org/en/support/solutions/articles/48000795623-ebird-rules-and-best-practices?utm_content=buffer2531b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/twbf1988/status/1315556962403192832
[1] https://nioo.knaw.nl/nl/pers/haagse-bodemdieren-hofvijver-scoren-veel-hoger-dan-verwacht

Top URLs in Tweet in G9:
[34] https://covid19impactsurvey.org
[1] http://covid19impactsurvey.org/
[1] https://www.jmir.org/2020/9/e21319/

Top URLs in Tweet in G10:
[3] https://twitter.com/zalf_leibniz/status/1315963677401640960
[2] http://mozziemonitors.com/about.php
[2] SDG
[2] https://www.arte.tv/de/videos/092139-016-A/xenius-invasive-insekten/
[1] https://cos4cloud-eosc.eu/news/how-to-tackle-odour-pollution-by-using-citizen-science/
[1] http://blog.creaf.cat/en/noticies-en/citizen-scientist-mosquito-alert-launched-europe-track-spread-mosquitoes/
[1] https://eu-citizen.science/
[1] https://alien-csi.eu/short-term-scientific-missions
[1] https://twitter.com/mitforschen/status/1311576586022522880
[1] https://www.cs-sdg-conference.berlin/files/assets/EU

Top Domains
Top Domains in Tweet in Entire Graph:
[368] twitter.com
[75] cs-sdg-conference.berlin
[74] scistarter.org
[55] org.au
[47] youtube.com
[39] raspberryshake.org
[38] raspberryshake.net
[37] inaturalist.org
[36] fluidware.it
[35] covid19impactsurvey.org

Top Domains in Tweet in G1:
[113] twitter.com
[68] cs-sdg-conference.berlin
[24] landsense.eu
[15] buergerschaffenwissen.de
[12] citizen-science.at
[11] soscisurvey.de
[11] fit4rri.eu
[8] eu-citizen.science
[8] futurelearn.com
[7] citizenscienceassociation.org

Top Domains in Tweet in G2:
[79] twitter.com
[74] scistarter.org
[52] org.au
[20] youtube.com
[20] inaturalist.org
[9] cosmosmagazine.com
[9] nodexlgraphgallery.org
[9] google.com
[5] theconversation.com
[5] mozziemonitors.com

Top Domains in Tweet in G3:
[20] org.uk
[8] twitter.com
[4] bit.ly
[1] youtube.com
[1] wedigbio.org

Top Domains in Tweet in G4:
[9] twitter.com
[4] sovon.nl
[2] bto.org
[1] scotlandsnature.blog
[1] waderstudygroup.org
[1] ac.uk
[1] bento.bio

Top Domains in Tweet in G5:
[7] twitter.com
[7] nasa.gov
[4] zooniverse.org
[2] skyatnightmagazine.com
[1] youtube.com
[1] novine.ba
[1] asteroidmission.org

Top Domains in Tweet in G6:
[39] raspberryshake.org
[38] raspberryshake.net
[4] twitter.com
[2] cs-sdg-conference.berlin
[2] seti.org
[1] eeri-members.org
[1] unistellaroptics.com
[1] stitcher.com
[1] ucmerced.edu
[1] buff.ly

Top Domains in Tweet in G7:
[36] fluidware.it
[30] twitter.com
[14] facebook.com
[4] inaturalist.org
[2] org.au
[2] linkedin.com
[2] zooniverse.org
[1] office.com
[1] citizenscience.org
[1] eventbrite.com

Top Domains in Tweet in G8:
[3] wiley.com
[2] twitter.com
[2] ebird.org
[2] bodemdierendagen.nl
[1] landsense.eu
[1] knaw.nl
[1] bioone.org
[1] citizenscience.no

Top Domains in Tweet in G9:
[35] covid19impactsurvey.org
[1] jmir.org

Top Domains in Tweet in G10:
[7] twitter.com
[2] mozziemonitors.com
[2] arte.tv
[2] wiley.com
[2] plantalert.org
[1] cos4cloud-eosc.eu
[1] creaf.cat
[1] eu-citizen.science
[1] alien-csi.eu
[1] cs-sdg-conference.berlin

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3215] citizenscience
[279] earthquake
[213] fungi
[180] citsci
[174] sdgs
[174] citsciozonline
[119] cs_sdg2020
[91] autumn
[90] raspberryshake
[84] biodiversity



Top Hashtags in Tweet in G1:
[937] citizenscience
[157] sdgs
[114] cs_sdg2020
[55] citsci
[38] openscience
[38] pollution
[37] euregionsweek
[34] csfestival20
[33] rri
[31] swafs

Top Hashtags in Tweet in G2:
[696] citizenscience
[164] citsciozonline
[84] citsci
[43] biodiversity
[28] frogid
[25] scicomm
[19] bushfire
[16] citizenscienceconference
[13] highered
[13] science

Top Hashtags in Tweet in G3:
[202] fungi
[84] autumn
[59] citizenscience
[50] waxcapwatch
[39] waxcapp
[13] ukfungusday
[10] guernsey
[10] amphibian
[10] reptile
[6] loveplymouthparks

Top Hashtags in Tweet in G4:
[79] citizenscience
[38] istc20
[15] ornithology
[12] btoscience
[7] sesh1
[7] ebird
[7] vogelstellen
[5] vrijwilligers
[5] sovon
[5] alumni

Top Hashtags in Tweet in G5:
[61] citizenscience
[22] icymi
[9] hispanicheritagemonth
[7] donasascience
[5] yourock
[5] atfindingrocks
[1] stem
[1] spaceapps
[1] nasa
[1] nasascience

Top Hashtags in Tweet in G6:
[278] earthquake
[111] citizenscience
[90] raspberryshake
[59] seismometer
[38] seismograph
[37] stornoway
[37] scotland
[30] japan
[29] papuanewguinea
[29] greenland

Top Hashtags in Tweet in G7:
[178] citizenscience
[51] opendata
[39] airquality
[36] fcub
[25] monitoring
[24] milan
[13] podsumowaniednia
[13] meteorologia
[13] dane
[13] katowice

Top Hashtags in Tweet in G8:
[24] citizenscience
[15] bodemdierendagen
[6] birds
[5] birdsofprey
[3] taiwanese
[3] ebird
[2] sdm
[2] ornithology
[2] birding
[2] fungi

Top Hashtags in Tweet in G9:
[35] citizenscience
[30] datascienceagainstcovid19
[8] sexo
[8] edad
[8] covid19
[2] covid19impactsurvey

Top Hashtags in Tweet in G10:
[65] citizenscience
[14] wildwythenshawe
[11] winter
[11] gardens
[9] mosquito
[7] surveillance
[6] invasivealienspecies
[6] wildflowerhour
[6] wildflowerid
[5] mücken

Top Words
Top Words in Tweet in Entire Graph:
[3188] #citizenscience
[485] help
[456] 10
[430] project
[398] 2020
[379] join
[372] science
[339] citizen
[316] cs_sdg2020
[288] raspishake

Top Words in Tweet in G1:
[933] #citizenscience
[296] cs_sdg2020
[152] #sdgs
[131] citizen
[128] science
[124] conference
[114] #cs_sdg2020
[113] session
[111] mitforschen
[110] action4cs

Top Words in Tweet in G2:
[686] #citizenscience
[194] scistarter
[169] citscioz
[160] join
[148] #citsciozonline
[123] inaturalist
[88] science
[86] gsbioblitz
[85] today
[84] #citsci

Top Words in Tweet in G3:
[209] love_plants
[202] #fungi
[172] world
[114] download
[113] grassland
[96] waxcap
[84] one
[84] #autumn
[83] biggest
[83] treats

Top Words in Tweet in G4:
[109] _bto
[78] house
[78] martin
[75] #citizenscience
[69] results
[64] ibis_journal
[64] help
[63] nest
[62] study
[62] shedding

Top Words in Tweet in G5:
[62] nasagoddard
[61] #citizenscience
[61] project
[45] system
[44] help
[44] find
[43] beyond
[43] solar
[43] tess
[42] nasaâ

Top Words in Tweet in G6:
[287] raspishake
[278] #earthquake
[243] 10
[221] 2020
[181] raspishakeq
[176] m5
[130] time
[123] preliminary
[123] utc
[116] network

Top Words in Tweet in G7:
[178] #citizenscience
[61] 10
[60] pm2
[51] #opendata
[40] 2020
[39] #airquality
[39] š
[36] rh
[36] pm1
[36] m3

Top Words in Tweet in G8:
[31] ecographyjourna
[24] spatial
[24] modelling
[24] ecological
[24] indicator
[24] values
[24] improves
[24] predictions
[24] plant
[24] distributions

Top Words in Tweet in G9:
[81] nuriaoliver
[75] ayudas
[75] tus
[75] respuestas
[54] diferencias
[47] coronavirus
[42] grandes
[42] riesgo
[42] contraer
[42] realidad

Top Words in Tweet in G10:
[65] #citizenscience
[16] over
[15] mosquito_alert
[15] zalf_leibniz
[14] eu_aliens
[14] #wildwythenshawe
[14] plants
[12] short
[12] know
[12] gardens

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[227] citizen,science
[224] #citizenscience,project
[219] 2020,10
[123] utc,time
[120] time,raspishake
[120] grassland,#fungi
[112] m5,#earthquake
[105] preliminary,m5
[102] world,waxcap
[96] #earthquake,detected

Top Word Pairs in Tweet in G1:
[83] #citizenscience,#sdgs
[82] citizen,science
[46] cs_sdg2020,conference
[32] last,day
[29] looking,forward
[28] #cs_sdg2020,conference
[28] special,issue
[27] day,register
[25] today,help
[23] register,cs_sdg2020

Top Word Pairs in Tweet in G2:
[58] citizen,science
[47] #citizenscience,project
[34] day,emcr
[31] scistarter,#citizenscience
[29] great,southern
[27] early,mid
[27] mid,career
[27] today,join
[27] join,emcr
[27] #citsciozonline,5pm

Top Word Pairs in Tweet in G3:
[113] grassland,#fungi
[95] world,waxcap
[83] one,biggest
[83] biggest,treats
[83] treats,#autumn
[83] #autumn,undoubtedly
[83] undoubtedly,discovering
[83] discovering,magical
[83] magical,world
[83] waxcap,grassland

Top Word Pairs in Tweet in G4:
[78] house,martin
[62] results,house
[62] martin,nest
[62] nest,study
[62] study,ibis_journal
[62] ibis_journal,shedding
[62] shedding,light
[62] light,help
[62] help,declining
[62] declining,migrant

Top Word Pairs in Tweet in G5:
[43] beyond,solar
[43] solar,system
[41] nasaâ,transit
[41] transit,exoplanet
[41] exoplanet,surveying
[41] surveying,satellite
[41] satellite,tess
[41] tess,collects
[41] collects,hundreds
[41] hundreds,thousands

Top Word Pairs in Tweet in G6:
[219] 2020,10
[123] utc,time
[120] time,raspishake
[112] m5,#earthquake
[105] preliminary,m5
[96] #earthquake,detected
[87] raspishake,network
[86] raspishake,2020
[85] raspishakeq,preliminary
[84] raspishakeq,raspishake

Top Word Pairs in Tweet in G7:
[36] m3,pm10
[36] 10,2020
[36] #citizenscience,#opendata
[36] #opendata,#fcub
[25] hierholzer,weiher
[25] weiher,ph
[25] ph,wert
[25] wert,hoch
[25] hoch,liegt
[25] liegt,aktuell

Top Word Pairs in Tweet in G8:
[24] spatial,modelling
[24] modelling,ecological
[24] ecological,indicator
[24] indicator,values
[24] values,improves
[24] improves,predictions
[24] predictions,plant
[24] plant,distributions
[24] distributions,complex
[24] complex,landscapes

Top Word Pairs in Tweet in G9:
[75] ayudas,tus
[75] tus,respuestas
[42] grandes,diferencias
[42] riesgo,contraer
[42] contraer,coronavirus
[42] coronavirus,realidad
[42] realidad,ayudas
[41] nuriaoliver,grandes
[31] diferencias,percepción
[31] percepción,riesgo

Top Word Pairs in Tweet in G10:
[11] gardens,preparing
[11] preparing,rest
[11] rest,over
[11] over,#winter
[11] #winter,know
[11] know,plants
[11] plants,uk
[11] uk,#gardens
[11] #gardens,troublesome
[10] plant_alert,gardens

Top Replied-To
Top Replied-To in Entire Graph:
@raspishakeq
@scistarter
@marinescicomm
@robertlepenies
@citscioz
@milieucentrum
@iamcitsci
@laurawershler
@participatorysc
@sushecker

Top Replied-To in G1:
@sushecker
@robertlepenies
@citscioz
@gittekragh
@bkieslinger
@mhaklay
@kthuniversity
@esimperl
@genigma3d
@projektroadkill

Top Replied-To in G2:
@scistarter
@marinescicomm
@participatorysc
@iamcitsci
@hushcityapp
@jo_bailey
@desouzarn
@open_forest
@nmetherall
@samillingworth

Top Replied-To in G3:
@love_plants

Top Replied-To in G5:
@pendragon331

Top Replied-To in G6:
@raspishakeq
@raspishake
@jamescullenb
@nasa
@janewells

Top Replied-To in G7:

Top Replied-To in G8:
@cp_mandeville

Top Replied-To in G10:
@wiebiwetter
@adammcbride72

Top Mentioned
Top Mentioned in Entire Graph:
@cs_sdg2020
@raspishake
@love_plants
@citscioz
@raspishakeq
@scistarter
@inaturalist
@_bto
@mitforschen
@gsbioblitz

Top Mentioned in G1:
@cs_sdg2020
@mitforschen
@action4cs
@csaustria
@eucitsciproject
@mfnberlin
@weobserveeu
@sushecker
@citsciassoc
@rea_research

Top Mentioned in G2:
@citscioz
@scistarter
@inaturalist
@gsbioblitz
@citscimonth
@all_isee
@citsci_geek
@weatherchannel
@frogidaus
@emcrforum

Top Mentioned in G3:
@love_plants
@plantlifecymru
@guernsey_brc
@britnatureguide
@dynamicdunes
@bsggoettingen
@duneswales
@dunessefton
@thedataplace

Top Mentioned in G4:
@_bto
@ibis_journal
@nhm_london
@nhm_library
@juliet_vickery
@nature_scot
@waderstudy
@bbs_birds
@aonghaisc

Top Mentioned in G5:
@nasagoddard
@donasascience
@nasauniverse
@nasaexoplanets
@skyatnightmag
@catalina_sky
@exoplanetpatrol
@nasa
@nescifest
@sciencecafesne

Top Mentioned in G6:
@raspishake
@raspishakeq
@gmrpetricca
@obspy
@matplotlib
@nasa
@arutson
@nasa_tess
@setiinstitute
@lastquake

Top Mentioned in G7:
@iamhist
@hallefietst
@wettribe

Top Mentioned in G8:
@ecographyjourna
@niooknaw
@team_ebird
@taiwanbirding
@nordicoikos
@sharonenv1
@bodemdieren
@love_plants
@online_boc
@oacevedocharry

Top Mentioned in G9:
@nuriaoliver

Top Mentioned in G10:
@mosquito_alert
@zalf_leibniz
@eu_aliens
@plant_alert
@aliencsi1
@wildwythenshawe
@globalvectorhub
@biocores_
@mozziemonitors
@adammcbride72

Top Tweeters
Top Tweeters in Entire Graph:
@robre62
@mako671178
@chidambara09
@geoffrey_payne
@angelamortimer2
@_redfrog
@john1966olsen
@femtech_
@dgendvil
@gallimaufrey777

Top Tweeters in G1:
@femtech_
@ossmeteobargone
@net2ayurveda
@viralvideovlogs
@mrosagarciag
@may_gun
@planetinspace
@portela_man
@scieducation1
@hemaloart

Top Tweeters in G2:
@geoffrey_payne
@_redfrog
@alizardx
@18akgoyal
@barkymalarkey1
@jrehnj
@joycehermit
@auspost
@petergalvin1_l
@penguingalaxy

Top Tweeters in G3:
@mrkalman
@myco_radical
@btkrth
@heather_c_c
@thesandlings
@amongstwits
@unicornfantasy5
@ysbrydshadow
@dv99999
@sybalan

Top Tweeters in G4:
@angelamortimer2
@haltaq
@bettyjo62
@joshollegien
@johnmacleod19
@luckyrainripple
@gl650_lynneg
@nolaleyda
@mntstguy
@team4nature

Top Tweeters in G5:
@lobaoeletrico
@persistentpengn
@argensil
@melalen07
@tarundsnaol
@hostettergmail
@davidaquinley
@tampaefl
@ruimtevaart
@danieltissera

Top Tweeters in G6:
@tiniskwerl
@dataaugmented
@swentol
@mahanthanut
@volcanowatching
@code_convention
@brent_nooroa
@alohaevery1
@carlos_tmk
@fernandogomezn5

Top Tweeters in G7:
@robre62
@gdtrble
@eastreadingcom
@researchbuzz
@margaretwallace
@ra
@quarkspin
@leapingrobot
@ia
@dyctiostelium

Top Tweeters in G8:
@barthcarlo
@masterprogram1
@bomengidsnl
@volgzwijn
@birdwatchingmy
@jharrison22
@dramarmoh
@nmblondewino
@bobohara
@waarneming

Top Tweeters in G9:
@emulenews
@joseman52
@benjami
@sandymmv
@aserna08
@democritoii
@microsiervos
@bynzelman
@bernat_e
@mgg_2012

Top Tweeters in G10:
@bsbibotany
@steveredwolf
@natureuk
@pigdaddy63
@wildflower_hour
@lussas
@isntd_press
@artede
@haferlasche
@rs_eng_brain


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