citizenscience, Twitter, 7/16/2020 6:20:03 AM, 230704


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citizenscience_2020-07-15_19-53-33.xlsx
citizenscience_2020-07-15_19-53-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 16, 2020
Short Description:
citizenscience via NodeXL https://bit.ly/391cHDI
@nasajpl
@lcby
@citscioz
@uk_ceh
@scistarter
@jillfnugent
@globeprogram
@nasa
@love_plants
@inaturalist

Top hashtags:
#citizenscience
#sdgs
#everyflowercounts
#citsci
#earthquake
#covid19
#openscience
#data

Description:
Description
The graph represents a network of 4,248 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, 16 July 2020 at 02:55 UTC.

The requested start date was Thursday, 16 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 0-hour, 59-minute period from Friday, 03 July 2020 at 02:00 UTC to Wednesday, 15 July 2020 at 03:00 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 : 4248
Unique Edges : 3306
Edges With Duplicates : 8644
Total Edges : 11950
Number of Edge Types : 5
Retweet : 3753
MentionsInRetweet : 5627
Tweet : 620
Mentions : 1847
Replies to : 103
Self-Loops : 643
Reciprocated Vertex Pair Ratio : 0.0483999363158733
Reciprocated Edge Ratio : 0.0923310554290053
Connected Components : 348
Single-Vertex Connected Components : 128
Maximum Vertices in a Connected Component : 2952
Maximum Edges in a Connected Component : 9740
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.536632
Graph Density : 0.000364996760757677
Modularity : 0.489676
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 4,248 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, 16 July 2020 at 02:55 UTC.

The requested start date was Thursday, 16 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 0-hour, 59-minute period from Friday, 03 July 2020 at 02:00 UTC to Wednesday, 15 July 2020 at 03:00 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:
[29] https://raspberryshake.org
[21] https://www.plantlife.org.uk/everyflowercounts/
[19] https://www.eventbrite.com/e/one-year-of-open-science-with-jogl-tickets-110758579894
[16] http://covid19impactsurvey.org/
[13] https://catillusions2020.wixsite.com/ififitsisits
[12] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https://link.springer.com/article/10.1007/s11625-020-00833-7
[12] https://covid19impactsurvey.org
[12] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https://link.springer.com/article/10.1007/s10530-020-02312-7
[12] https://www.youtube.com/watch?v=S41BfAUHfJE

[9] https://www.shorturl.at/giszM

Top URLs in Tweet in G1:
[13] https://www.eventbrite.com/e/one-year-of-open-science-with-jogl-tickets-110758579894
[11] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https://link.springer.com/article/10.1007/s11625-020-00833-7
[9] https://blog.scistarter.org/featured-projects/2020/07/protecting-pollinators/
[8] https://www.shorturl.at/giszM
[5] https://landsense.eu/Challenge
[5] https://www.shorturl.at/pFUW1
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229865
[5] https://blog.scistarter.org/2020/07/spot-a-bee-mapping-the-urban-bee-garden/amp/?__twitter_impression=true
[5] https://newsera2020.eu/2020/06/08/survey/
[5] https://scistarter.org/what-we-learned-from-citizen-science-month

Top URLs in Tweet in G2:
[3] http://spaceref.com/brown-dwarf/two-bizarre-brown-dwarfs-found-with-citizen-scientists-help.html
[1] https://go.nasa.gov/308ym9h
[1] https://go.nasa.gov/2BPobhO
[1] https://twitter.com/nasajpl/status/1283099426362257408
[1] https://twitter.com/NASAJPL/status/1283099426362257408
[1] https://www.missionjuno.swri.edu/junocam/think-tank?id=44
[1] https://twitter.com/_BCT_/status/1282325102017884161

Top URLs in Tweet in G3:
[12] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https://link.springer.com/article/10.1007/s10530-020-02312-7
[6] http://www.conkertreescience.org.uk/
[6] http://www.conkertreescience.org.uk
[4] https://www.facebook.com/thebdi/photos/a.264976170247321/3040602669351310/?type=3
[4] https://www.mygreenpod.com/articles/nature-and-wellbeing/
[3] http://thebdi.org/2020/05/18/great-sprite-pseudagrion-gamblesi/
[3] http://thebdi.org/2020/06/18/african-piedspot-hemistigma-albipunctum/
[3] http://thebdi.org/2020/05/11/phantom-flutterer-rhyothemis-semihyalina/
[3] https://www.facebook.com/thebdi/photos/a.264976170247321/3038212186257025/?type=3
[3] https://twitter.com/conkerscience/status/1280075854991765504

Top URLs in Tweet in G4:
[8] https://www.theguardian.com/environment/2020/jul/09/birdwatching-increased-tenfold-last-lockdown-dont-stop-its-a-huge-help-for-bushfire-recovery
[4] https://www.globe.gov/web/marile.colonrobles/home/blog/-/blogs/nasa-globe-clouds-2020-community-cloud-challenge-science-is-better-togeth-1
[3] https://www.nasa.gov/feature/goddard/2020/two-bizarre-brown-dwarfs-found-with-citizen-scientists-help/
[2] https://observer.globe.gov/do-globe-observer/challenges/community-cloud-challenge-2020
[2] https://science.nasa.gov/citizenscience
[1] https://www.nasa.gov/feature/goddard/2020/disk-detective-needs-your-help-finding-disks-where-planets-form?utm_source=TWITTER&utm_medium=NASAGoddard&utm_campaign=NASASocial&linkId=93875506
[1] https://observer.globe.gov/documents/19589576/ac8fceb5-f39b-4acb-8a61-a77a0ba05994
[1] https://twitter.com/NASAEarth/status/1278400523075551232
[1] https://www.nasa.gov/audience/forstudents/k-4/stories/nasa-knows/what-are-clouds-k4.html
[1] https://solarsystem.nasa.gov/news/1328/july-2020-the-next-full-moon-is-the-buck-moon/

Top URLs in Tweet in G5:
[21] https://www.plantlife.org.uk/everyflowercounts/
[2] https://www.plantlife.org.uk/everyflowercounts
[1] http://www.froglife.org/dragonfinder/app/
[1] https://twitter.com/thealiceroberts/status/1281918165887471617
[1] https://twitter.com/DrTrevorDines/status/1281919224290648064
[1] https://www.purpleair.com/map?opt=1/mPM25/a10/cC0#7/51.662/-0.441
[1] https://twitter.com/dsawsp/status/1281751206310719488
[1] https://www.plantlife.org.uk/uk
[1] https://forms.office.com/Pages/ResponsePage.aspx?id=6yYO676_0keekOvSQm286-mpmuSn2HVOht8401R02FtUMDQzMkdBVUowNFZGOEI4VkNOUFRFR1dRRC4u
[1] https://www.nurdlehunt.org.uk/take-part/the-great-global-nurdle-hunt.html

Top URLs in Tweet in G6:
[2] https://twitter.com/TheoShantonas/status/1278745107035041798
[2] https://gizmodo.com/these-are-some-of-the-best-citizen-science-projects-you-1844243370
[2] https://www.discovermagazine.com/the-sciences/these-diy-science-projects-let-you-help-real-world-research
[1] https://twitter.com/hood_naturalist/status/1278847094615408641
[1] https://twitter.com/publiclab/status/1278709869382696961
[1] https://twitter.com/Stevenson_Epi/status/1278822211009122304
[1] https://steemit.com/hive-109160/@remlaps/popular-stem-buck-moon-and-lunar-eclipse-photo-challenge
[1] https://www.butterfliesandmoths.org/about
[1] https://twitter.com/ashapoesis/status/1279489934576046085
[1] https://twitter.com/SPACEdotcom/status/1279444365341937664

Top URLs in Tweet in G7:
[6] https://www.eventbrite.com/e/one-year-of-open-science-with-jogl-tickets-110758579894
[4] http://www.coronareport.eu/
[3] https://medium.com/justonegiantlab/meet-quantified-flu-a-citizen-science-project-to-find-out-if-wearables-can-warn-us-when-were-d0b4bbeb3166?source=friends_link&sk=4db123e167dce63f879ff40b666e26a6
[3] https://drive.google.com/file/d/1zI8mLN0ZqbiQG84HaUJak1F5HaEhM5K6/view?usp=sharing
[2] https://twitter.com/_breakinggood/status/1281073448228319232
[2] https://www.spotteron.net/apps
[2] https://app.jogl.io/program/opencovid19
[2] https://www.youtube.com/watch?v=8lTLUI1AvqY&feature=youtu.be

[2] https://app.jogl.io/challenge/opencovid19-prevention
[2] https://medium.com/justonegiantlab/hackit-19-is-tracking-and-monitoring-the-symptoms-of-covid-19-without-invading-privacy-73f1c221b977?source=friends_link&sk=643289f4b437c282958e22066029eea0

Top URLs in Tweet in G8:
[2] https://bold-awards.com/bold-series-citizen-science-and-data/
[1] https://cordis.europa.eu/article/id/413456-online-gamers-help-analyse-big-data-science?WT.mc_id=Twitter
[1] https://atmospherictales.com/2020/06/28/public-transit-air-quality-stories-from-colombia/
[1] https://digiterri.eu
[1] https://bathspa.onlinesurveys.ac.uk/citizen-science-and-the-sustainable-development-goals
[1] https://twitter.com/Bold_Awards/status/1281145278632869888
[1] https://forms.gle/QaFFsNwcwTVYqiPQA
[1] https://twitter.com/hfarmspa/status/1280149251683745793
[1] https://twitter.com/hfarmspa/status/1280896424914423809
[1] https://twitter.com/advlightsource/status/1271473649380470784

Top URLs in Tweet in G9:
[6] https://www.sciencedirect.com/science/article/abs/pii/S0006320720307114
[2] https://ebird.org/atlaswi/news/we-need-your-photos
[1] https://ebird.org/news/white-throated-sparrows-are-changing-their-tune-your-recordings-at-work-for-science?utm_content=buffer2b3e1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/mefishwildlife/status/1280886374430892032
[1] https://instantwild.zsl.org/task/295168
[1] https://bioone.org/journals/Bulletin-of-the-British-Ornithologists-Club/volume-140/issue-2/bboc.v140i2.2020.a2/First-record-of-Rufous-thighed-Kite-Harpagus-diodon-in-Colombia/10.25226/bboc.v140i2.2020.a2.full
[1] https://dl.acm.org/doi/abs/10.1145/3357236.3395478?cookieSet=1
[1] https://gardenbirdsurvey.landcareresearch.co.nz
[1] https://www.youtube.com/watch?v=nQUCs8a3ih8

[1] https://www.youtube.com/watch?v=tQ-eNL2MAOo


Top URLs in Tweet in G10:
[2] https://twitter.com/NZGardenBirds/status/1279146149774004224
[1] https://www.nrc.nsw.gov.au/forest-monitoring
[1] https://www.theguardian.com/environment/2020/jul/09/birdwatching-increased-tenfold-last-lockdown-dont-stop-its-a-huge-help-for-bushfire-recovery?CMP=Share_AndroidApp_Tweet
[1] https://twitter.com/scidocmartin/status/1280796781245169664
[1] https://www.facebook.com/events/1180438995628112/

Top Domains
Top Domains in Tweet in Entire Graph:
[269] twitter.com
[51] youtube.com
[50] org.uk
[45] scistarter.org
[32] springer.com
[29] raspberryshake.org
[29] raspberryshake.net
[28] covid19impactsurvey.org
[26] eventbrite.com
[24] nasa.gov

Top Domains in Tweet in G1:
[86] twitter.com
[44] scistarter.org
[22] shorturl.at
[19] springer.com
[16] youtube.com
[14] eventbrite.com
[12] nodexlgraphgallery.org
[11] cs-sdg-conference.berlin
[7] zoom.us
[7] citizenscience.org

Top Domains in Tweet in G2:
[3] twitter.com
[3] spaceref.com
[2] nasa.gov
[1] swri.edu

Top Domains in Tweet in G3:
[17] twitter.com
[13] org.uk
[12] springer.com
[9] thebdi.org
[9] facebook.com
[5] youtube.com
[4] ac.uk
[4] mygreenpod.com
[3] wixsite.com
[3] co.uk

Top Domains in Tweet in G4:
[17] nasa.gov
[10] globe.gov
[8] theguardian.com
[5] twitter.com
[3] youtube.com
[2] zooniverse.org
[1] diskdetective.org
[1] washingtonpost.com
[1] ecowatch.com
[1] oldweather.org

Top Domains in Tweet in G5:
[26] org.uk
[3] twitter.com
[1] froglife.org
[1] purpleair.com
[1] office.com
[1] youtube.com

Top Domains in Tweet in G6:
[41] twitter.com
[5] instagram.com
[4] gizmodo.com
[3] joinzoe.com
[2] nytimes.com
[2] discovermagazine.com
[2] linkedin.com
[2] nasa.gov
[2] inaturalist.org
[1] steemit.com

Top Domains in Tweet in G7:
[6] twitter.com
[6] eventbrite.com
[5] medium.com
[4] coronareport.eu
[4] jogl.io
[3] spotteron.net
[3] google.com
[2] youtube.com
[2] wired.com
[1] spiderspotter.com

Top Domains in Tweet in G8:
[4] twitter.com
[2] bold-awards.com
[1] europa.eu
[1] atmospherictales.com
[1] digiterri.eu
[1] ac.uk
[1] forms.gle

Top Domains in Tweet in G9:
[6] sciencedirect.com
[4] zsl.org
[3] ebird.org
[3] youtube.com
[2] co.nz
[1] twitter.com
[1] bioone.org
[1] acm.org
[1] gizmodo.com
[1] scovillelibrary.org

Top Domains in Tweet in G10:
[3] twitter.com
[1] gov.au
[1] theguardian.com
[1] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2586] citizenscience
[165] sdgs
[129] everyflowercounts
[116] citsci
[107] earthquake
[98] covid19
[73] openscience
[61] data
[49] cienciaciudadana
[47] communityscience



Top Hashtags in Tweet in G1:
[814] citizenscience
[147] sdgs
[64] citsci
[54] data
[45] citscimonth
[39] cs_sdg2020
[34] openscience
[30] biodiversity
[25] sdg
[22] opensource

Top Hashtags in Tweet in G2:
[10] citizenscience
[3] nasa
[3] exoplanet
[2] spacefan
[2] diskdetective
[1] girlscoutsgiveback
[1] bats
[1] greenspace

Top Hashtags in Tweet in G3:
[258] citizenscience
[26] trees
[19] observatree
[18] woods
[18] treedisease
[16] insects
[11] survey
[10] conker
[10] invasivealienspecies
[9] iyph2020

Top Hashtags in Tweet in G4:
[66] citizenscience
[16] nasago
[14] nasa
[14] cloudchallenge
[13] globecommunity
[12] clouds
[8] citsci
[5] gis
[5] spatial
[4] nasaathome

Top Hashtags in Tweet in G5:
[128] citizenscience
[124] everyflowercounts
[10] woodsmoke
[9] nomowmay
[9] personalnectarscore
[4] nurdle
[3] saturdaymotivation
[3] vitaminn
[3] naturalhealthservice
[3] sundaymotivation

Top Hashtags in Tweet in G6:
[157] citizenscience
[24] monitoring
[12] podsumowaniednia
[12] meteorologia
[12] dane
[12] katowice
[12] davisvantagepro2
[12] wind
[12] temperature
[12] precipitation

Top Hashtags in Tweet in G7:
[50] citizenscience
[29] openscience
[22] opensource
[20] covid19
[15] citsci
[12] quantifiedflu
[12] wearables
[6] coronavirus
[5] diybio
[5] joglturns1

Top Hashtags in Tweet in G8:
[36] citizenscience
[21] rri
[10] eufunded
[9] h2020
[8] digitalization
[6] smartindustry
[6] digiterri
[6] games
[5] ismb2020
[5] industrialdigitalization

Top Hashtags in Tweet in G9:
[46] citizenscience
[19] birds
[6] ornithology
[6] nzgardenbirdsurvey
[5] birding
[5] nzbirdatlas
[3] communityscience
[2] mymaine
[2] inthe207
[2] citsci

Top Hashtags in Tweet in G10:
[42] citizenscience
[16] worldrecordlight
[16] worldrecord
[4] openlittermap
[3] palmyrocks
[3] opendata
[2] litterworldcup
[2] litter
[2] plasticpollution
[1] forests

Top Words
Top Words in Tweet in Entire Graph:
[2573] #citizenscience
[809] help
[587] project
[555] planets
[539] scientists
[452] quite
[437] citizen
[419] two
[409] brown
[407] dwarfs

Top Words in Tweet in G1:
[807] #citizenscience
[178] scistarter
[169] help
[145] #sdgs
[137] project
[135] join
[110] july
[108] science
[107] share
[92] 2020

Top Words in Tweet in G2:
[402] quite
[361] planets
[360] nasajpl
[206] two
[205] found
[205] seen
[204] bizarre
[204] brown
[204] dwarfs
[203] stars

Top Words in Tweet in G3:
[258] #citizenscience
[218] project
[207] uk_ceh
[166] help
[110] uniofnewcastle
[106] leaf
[97] scientists
[89] family
[88] friendly
[83] nature

Top Words in Tweet in G4:
[200] nasa
[194] brown
[194] dwarfs
[188] planets
[171] citizen
[166] scientists
[166] two
[166] nasauniverse
[155] find
[155] unusual

Top Words in Tweet in G5:
[138] love_plants
[128] #citizenscience
[124] #everyflowercounts
[98] find
[84] plantlife's
[83] activity
[77] fun
[77] garden
[73] part
[62] lawn

Top Words in Tweet in G6:
[156] #citizenscience
[26] aktuell
[25] 00
[25] wert
[24] hierholzer
[24] weiher
[24] ph
[24] hoch
[24] liegt
[24] #monitoring

Top Words in Tweet in G7:
[50] #citizenscience
[36] jogl
[36] opencovid19
[30] experts
[29] #openscience
[23] project
[22] #opensource
[20] #covid19
[20] thousands
[20] volunteers

Top Words in Tweet in G8:
[36] #citizenscience
[22] rri_see
[21] #rri
[20] science
[18] project
[17] help
[17] digiterri
[15] online
[15] responsible
[15] innovation

Top Words in Tweet in G9:
[46] #citizenscience
[32] team_ebird
[25] data
[20] world's
[19] #birds
[17] use
[15] monitor
[15] quite
[15] paper
[14] mhcneateclegg

Top Words in Tweet in G10:
[42] #citizenscience
[28] help
[27] birdwatching
[27] increased
[27] tenfold
[27] last
[27] lockdown
[27] stop
[27] huge
[27] bushfire

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[407] brown,dwarfs
[328] #citizenscience,project
[251] bizarre,brown
[225] two,bizarre
[218] found,two
[218] dwarfs,quite
[218] quite,planets
[218] planets,quite
[218] quite,stars
[218] stars,planetlike

Top Word Pairs in Tweet in G1:
[50] #citizenscience,project
[42] citizen,science
[41] #citizenscience,help
[41] #citizenscience,support
[38] #citizenscience,#data
[37] #cs_sdg2020,conference
[36] july,2020
[35] join,online
[32] progress,towards
[31] track,progress

Top Word Pairs in Tweet in G2:
[204] two,bizarre
[204] bizarre,brown
[204] brown,dwarfs
[201] found,two
[201] dwarfs,quite
[201] quite,planets
[201] planets,quite
[201] quite,stars
[201] stars,planetlike
[201] planetlike,we've

Top Word Pairs in Tweet in G3:
[181] #citizenscience,project
[88] friendly,#citizenscience
[82] looking,help
[82] help,family
[82] family,friendly
[69] uk_ceh,uniofnewcastle
[68] scientists,uk_ceh
[63] between,nature
[62] link,between
[60] 10,years

Top Word Pairs in Tweet in G4:
[194] brown,dwarfs
[157] citizen,scientists
[154] unusual,brown
[153] scientists,helped
[153] helped,nasa
[153] nasa,astronomers
[153] astronomers,find
[153] find,two
[153] two,unusual
[153] dwarfs,border

Top Word Pairs in Tweet in G5:
[50] taking,part
[39] #everyflowercounts,#citizenscience
[36] fun,#citizenscience
[33] #citizenscience,#everyflowercounts
[33] plantlife's,#everyflowercounts
[32] plantlife's,#citizenscience
[32] #everyflowercounts,activity
[32] looking,fun
[32] look,further
[32] further,plantlife's

Top Word Pairs in Tweet in G6:
[24] hierholzer,weiher
[24] weiher,ph
[24] ph,wert
[24] wert,hoch
[24] hoch,liegt
[24] liegt,aktuell
[24] aktuell,00
[24] 00,#monitoring
[24] #monitoring,#citizenscience
[12] #podsumowaniednia,#meteorologia

Top Word Pairs in Tweet in G7:
[20] thousands,volunteers
[20] volunteers,experts
[20] experts,around
[20] around,world
[20] world,collaborate
[20] collaborate,jogl
[20] jogl,website
[20] website,slack
[20] slack,workspace
[19] opencovid19,thousands

Top Word Pairs in Tweet in G8:
[10] scientists,asking
[10] asking,gamers'
[10] gamers',help
[10] help,science
[10] science,#eufunded
[10] #eufunded,the_mmos
[10] the_mmos,project
[10] project,found
[10] found,way
[10] way,integrate

Top Word Pairs in Tweet in G9:
[16] team_ebird,data
[16] #citizenscience,team_ebird
[15] use,#citizenscience
[15] data,monitor
[15] monitor,world's
[15] world's,#birds
[15] #birds,quite
[15] quite,paper
[14] mhcneateclegg,use
[12] paper,#biologicaâ

Top Word Pairs in Tweet in G10:
[27] birdwatching,increased
[27] increased,tenfold
[27] tenfold,last
[27] last,lockdown
[27] lockdown,stop
[27] stop,huge
[27] huge,help
[27] help,bushfire
[27] bushfire,recovery
[27] recovery,#citizenscience

Top Replied-To
Top Replied-To in Entire Graph:
@markandrachuk
@quicktake
@westgatecology
@curiosity_films
@kcoastcare
@aridrecovery
@jodirowley
@frogidaus
@meteodelfzijl
@karen_toman

Top Replied-To in G1:
@markandrachuk
@curiosity_films
@westgatecology
@felix_tih
@urbanbirdsoz
@kcoastcare
@scicheer
@frogidaus
@jodirowley
@aridrecovery

Top Replied-To in G3:
@jenmgshe

Top Replied-To in G4:
@globeprogram

Top Replied-To in G7:
@vexedmuddler

Top Replied-To in G9:
@tinamcauley2
@audubonsociety
@lilamayhiggins

Top Replied-To in G10:
@openlittermap
@plasticpollutes

Top Mentioned
Top Mentioned in Entire Graph:
@nasajpl
@uk_ceh
@diskdetective
@nasa
@nasauniverse
@love_plants
@scistarter
@uniofnewcastle
@inaturalist
@raspishake

Top Mentioned in G1:
@scistarter
@inaturalist
@cs_sdg2020
@citscioz
@eucitsciproject
@citsciassoc
@dilekfraisl1
@mitforschen
@iiasavienna
@reinforceeu

Top Mentioned in G2:
@nasajpl
@diskdetective
@nasajuno
@goupperby
@_bct_
@spaceref
@girlscouts
@letiziadavoli
@nasagoddard

Top Mentioned in G3:
@uk_ceh
@uniofnewcastle
@darrenmarkevans
@conkerscience
@plantchief
@insectweek
@bluewoodlice
@woodlandtrust
@royentsoc
@jenmgshe

Top Mentioned in G4:
@nasa
@nasauniverse
@donasascience
@globeprogram
@nasagoddard
@backyardworlds
@nasajpl
@diskdetective
@samgrilalala
@ecowatch

Top Mentioned in G5:
@love_plants
@froglifers
@cleanairforall2
@drtrevordines
@wendysotonlib
@gillianfoxcroft
@greatnurdler
@chrisgpackham
@royentsoc
@ptes

Top Mentioned in G6:
@hightech_forum
@crowdmagapp

Top Mentioned in G7:
@opencovid19
@justonegiantlab
@all_isee
@spotteron
@coronareportau
@citscioz
@tkaarsted
@ylaird206
@cacpgt
@openhumansorg

Top Mentioned in G8:
@rri_see
@digiterri
@the_mmos
@cordis_eu
@foldit
@sciathome
@bold_awards
@dnapuzzles
@ccpgames
@waldispuhl

Top Mentioned in G9:
@team_ebird
@mhcneateclegg
@clixbyman
@instantwild
@ibis_journal
@online_boc
@oacevedocharry
@osnzbirdsnz
@mwlr_nz
@nzgardenbirds

Top Mentioned in G10:
@fernhames
@scidocmartin
@pygmypossumlady
@plasticpolchal
@openlittermap
@plasticfreejuly
@citscioz
@gwr
@nzgardenbirds
@fiannafailparty

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@clairebotai
@moonbootica
@chidambara09
@repubblica
@gallimaufrey777
@ruisaldanha
@femtech_
@zeinobia
@twright55

Top Tweeters in G1:
@femtech_
@bar_zie
@mjoehlerich
@mardixon
@sukesh99475574
@djriveraros
@lcby
@penguingalaxy
@mrosagarciag
@mugrogue

Top Tweeters in G2:
@moonbootica
@ruisaldanha
@zeinobia
@thoughtitcool
@cberrl
@terrermine_g8
@lars9596
@adriansysnet
@jo_kwanghee_07
@kay646464

Top Tweeters in G3:
@lawlor224
@sarah07909750
@johnhar45782426
@amongstwits
@imagine_garden
@greengrumbler
@alfie11cr
@steveredwolf
@maxinepatterson
@google

Top Tweeters in G4:
@twright55
@lalojimjuarez
@anthropocenuke0
@richardtuffin
@aibexint
@charlesmunn1
@argensil
@joshdamage
@limecello
@pigmeocosmico

Top Tweeters in G5:
@edinburghwatch
@bettyjo62
@mr_spock
@kimbru49
@btkrth
@heather_c_c
@carbonisedpleb
@balamcoatl
@grb090423
@yuviathome

Top Tweeters in G6:
@jrehnj
@bomberone72
@gianlucasgueo
@dasears
@oscarbadoino
@fa
@indritvucaj
@rickross10
@dutchbw
@biodivlibrary

Top Tweeters in G7:
@crawlieswithcri
@naattuvarthakal
@tbdnonymous
@_open_science_
@ellabellableu
@vexedmuddler
@egonwillighagen
@gedankenstuecke
@athigah
@petrizzo

Top Tweeters in G8:
@chidambara09
@transmilenio
@crowdweek
@yovanof
@berkeleylab
@cordis_eu
@lplus
@eu_opendata
@nyrojasr
@mets1977

Top Tweeters in G9:
@miss_placed_
@kreisky
@lama_mala
@ibis_journal
@newzealandbirds
@mareeswj
@otusposti
@mrpiercey
@aydiav
@audubonsociety

Top Tweeters in G10:
@broomstick33
@aitch_el
@elizapublishing
@vogels4
@twsen
@ha_tanya
@euanritchie1
@africanyak55
@capnsasquatch
@fiannafailparty


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