citizenscience, Twitter, 9/1/2022 2:48:07 AM, 281048


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citizenscience_2022-08-31_19-33-52.xlsx
citizenscience_2022-08-31_19-33-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 01, 2022
Short Description:
citizenscience via NodeXL https://bit.ly/3AYVvP0
@citscioz
@eucitsci
@inaturalist
@scistarter
@mitforschen
@_bto
@uk_ceh
@hartshill18hay1
@phenologists
@markessexrivers

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

Description:
Description
The graph represents a network of 3,101 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, 01 September 2022 at 02:39 UTC.

The requested start date was Thursday, 01 September 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, 48-minute period from Thursday, 18 August 2022 at 00:22 UTC to Wednesday, 31 August 2022 at 22:11 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 : 3101
Unique Edges : 2460
Edges With Duplicates : 8423
Total Edges : 10883
Number of Edge Types : 5
Tweet : 1131
MentionsInRetweet : 4755
Mentions : 1620
Retweet : 3300
Replies to : 77
Self-Loops : 1154
Reciprocated Vertex Pair Ratio : 0.0556687033265445
Reciprocated Edge Ratio : 0.105466237942122
Connected Components : 291
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 1948
Maximum Edges in a Connected Component : 8901
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.752177
Graph Density : 0.000485275301411615
Modularity : 0.386795
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,101 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, 01 September 2022 at 02:39 UTC.

The requested start date was Thursday, 01 September 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, 48-minute period from Thursday, 18 August 2022 at 00:22 UTC to Wednesday, 31 August 2022 at 22:11 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:
[58] https://raspberryshake.org
[13] https://ecsa.citizen-science.net/working-groups/
[11] https://www.popsci.com/environment/community-science-involvement/
[11] https://unistellaroptics.com/catch-near-earth-asteroid-ra-shalom-as-it-speeds-by-our-planet/?utm_content=buffer783c8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.researchintorecovery.com/research/c-stacs/c-stacs-expert-consultation/
[9] https://www.pbs.org/newshour/science/not-all-scientists-wear-lab-coats-volunteers-are-fueling-research-nationwide
[7] https://zenodo.org/record/6005549#.YgJ1p-7MLRN
[7] https://2022.ecsa-conference.eu/startseite.html
[7] https://2022.ecsa-conference.eu/Programme.html
[7] https://southcoast-nsw.naturemapr.org/sightings/4441216

Top URLs in Tweet in G1:
[11] https://ecsa.citizen-science.net/working-groups/
[9] https://www.popsci.com/environment/community-science-involvement/
[7] https://inos-project.eu/2022/07/19/fostering-change-event/
[7] https://zenodo.org/record/6005549#.YgJ1p-7MLRN
[6] https://2022.ecsa-conference.eu/Programme.html
[6] https://2022.ecsa-conference.eu/startseite.html
[5] https://ecsa.citizen-science.net/wp-content/uploads/2022/08/05_2022-community-communications-officer-1.pdf
[5] https://blog.scistarter.org/featured-projects/2022/08/all-new-citizen-science-projects-for-you/
[4] https://www.youtube.com/watch?v=08UV-YK2alA&feature=youtu.be

[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs43586-022-00144-4

Top URLs in Tweet in G2:
[2] https://eastangliabylines.co.uk/sewage-citizen-science-and-the-river-deben/

Top URLs in Tweet in G3:
[2] https://www.ufu.de/projekt/igamon-dog/
[1] https://theconversation.com/thousands-of-photos-captured-by-everyday-australians-reveal-the-secrets-of-our-marine-life-as-oceans-warm-189231?utm_source=twitter&utm_medium=bylinetwitterbutton
[1] https://twitter.com/GrettaPecl/status/1564041704251895809
[1] https://www.greatsouthernbioblitz.org/
[1] https://www.landscape.sa.gov.au/mr/news/national-science-initiative-with-local-roots-named-as-eureka-science-prize-finalist
[1] https://www.inaturalist.org/projects/great-southern-bioblitz-2022-fiji
[1] https://www.inaturalist.org/observations?month=9&place_id=175974&subview=map&view=species
[1] https://inaturalist.ala.org.au/observations/131726484
[1] https://www.inaturalist.org/observations?month=9&place_id=50126&subview=map&view=species
[1] https://www.inaturalist.org/observations?month=1,9&place_id=137973&subview=map&view=species

Top URLs in Tweet in G4:
[4] https://www.theguardian.com/science/2022/aug/28/suspected-medieval-alehouse-unearthed-east-yorkshire?CMP=share_btn_tw
[3] https://blog.scistarter.org/featured-projects/2022/08/lets-do-some-doggone-science-%F0%9F%90%B6-with-your-pup/?utm_campaign=SciStTW&utm_medium=Social&utm_source=Twitter
[3] https://us02web.zoom.us/webinar/register/WN_HdHtKWSRTfGXn60p5SIXGg?utm_campaign=SciStTW&utm_medium=Social&utm_source=Twitter
[3] https://scistarter.org/observing-monarch-butterflies-for-science
[3] https://scistarter.org/great-north-american-fungiquest
[3] https://scistarter.org/darwins-ark
[2] https://blog.scistarter.org/featured-projects/2022/08/lets-do-some-doggone-science-%f0%9f%90%b6-with-your-pup/?utm_campaign=SciStTW&utm_medium=Social&utm_source=Twitter
[2] https://www.youtube.com/watch?v=iyoLuwGtX_c&feature=youtu.be

[2] https://scistarter.org/integrated-monarch-monitoring-program-immp
[2] https://scistarter.org/world-moon-project

Top URLs in Tweet in G5:
[6] https://southcoast-nsw.naturemapr.org/sightings/4441216
[2] https://twitter.com/_BTO/status/1560555253447024640
[1] https://canberra.naturemapr.org/sightings/3934018
[1] https://canberra.naturemapr.org/sightings/4441088
[1] https://canberra.naturemapr.org/sightings/4348431
[1] https://southcoast-nsw.naturemapr.org/sightings/4441029
[1] https://wa.naturemapr.org/sightings/4439436
[1] https://canberra.naturemapr.org/species/6611
[1] https://canberra.naturemapr.org/sightings/4441807
[1] https://canberra.naturemapr.org/sightings/4441914

Top URLs in Tweet in G6:
[4] https://www.oceandiagnostics.com/microplastics-citizenscience
[3] https://www.sciencedirect.com/science/article/pii/S0269749122012258?via%3Dihub
[2] https://oceandiagnostics.us1.list-manage.com/subscribe?u=b10a962a2fbfcf91191ea3319&id=f6e00cca43
[1] https://www.seabird.org/projects/wdc-shorewatch-site-north-berwick
[1] http://www.seabird.org/events/marine-citizen-science-toolkit
[1] https://twitter.com/seabirdcentre/status/1564259185877032960
[1] https://twitter.com/CezzaLew/status/1562722319268982784
[1] https://twitter.com/SciCommsUWE/status/1561998451822452736
[1] https://theconversation.com/we-studied-40-000-pieces-of-litter-to-find-out-where-it-all-comes-from-heres-what-we-discovered-186584
[1] https://www.bbc.co.uk/news/uk-scotland-62651500

Top URLs in Tweet in G7:
[58] https://raspberryshake.org
[1] https://stationview.raspberryshake.org/#?event=rs2022rdwzqm
[1] https://stationview.raspberryshake.org/#?event=rs2022qenpxj
[1] https://stationview.raspberryshake.org/#?event=rs2022qeutts
[1] https://stationview.raspberryshake.org/#?event=rs2022qeytnp
[1] https://stationview.raspberryshake.org/#?event=rs2022qfsnyn
[1] https://stationview.raspberryshake.org/#?event=rs2022qfzwlm
[1] https://stationview.raspberryshake.org/#?event=rs2022qgkkfl
[1] https://stationview.raspberryshake.org/#?event=rs2022qgoxiq
[1] https://stationview.raspberryshake.org/#?event=rs2022qgykhc

Top URLs in Tweet in G8:
[1] https://twitter.com/EamonnO/status/1560642480999112706
[1] https://www.sas.org.uk/news/exposed-the-dirty-dozen-filling-up-the-ocean-with-plastic-pollution/

Top URLs in Tweet in G9:
[2] https://observer.globe.gov/land-cover-2022
[2] https://scillybees.co.uk/game-of-drones
[1] https://2022.spaceappschallenge.org/locations/bengaluru/
[1] http://Aurorasaurus.com
[1] https://experience.arcgis.com/experience/7228a5a27442468494caec2934c2b73d
[1] https://www.missionjuno.swri.edu/junocam
[1] https://twitter.com/NASASolarSystem/status/1562188974004662272
[1] https://science.nasa.gov/science-news/citizenscience/love-spectacular-photos-of-jupiter-become-a-jovian-vortex-hunter
[1] https://science.nasa.gov/science-news/citizenscience/nasa-citizen-science-program-continues-to-grow-19-new-grants-awarded
[1] https://science.nasa.gov/science-news/citizenscience/puzzling-triple-star-system-found-by-citizen-scientists-working-on-planet-hunters-tess

Top URLs in Tweet in G10:
[2] https://www.pbs.org/newshour/science/not-all-scientists-wear-lab-coats-volunteers-are-fueling-research-nationwide
[1] https://www.youtube.com/watch?v=_WM4w7bE9t4&feature=youtu.be

[1] https://twitter.com/semillero_eis/status/1560099854344396803
[1] https://www.youtube.com/watch?v=ysAgDVnLF1Y&feature=youtu.be

[1] https://www.bfbc.org.uk/cotswold-rural-business-recognised-for-gwct-big-farmland-bird-count-contribution/
[1] https://www.youtube.com/watch?v=l2-yBeLCsK8&feature=youtu.be

[1] https://science.nasa.gov/citizenscience
[1] https://scistarter.org/stall-catchers-by-eyesonalz?utm_campaign=takepart&utm_medium=blog&utm_source=CitSciSalon%20Blog
[1] https://scistarter.org/rocks-runes?utm_campaign=takepart&utm_medium=blog&utm_source=CitSciSalon%20Blog
[1] https://www.frontiersin.org/articles/10.3389/frsus.2022.866982/full

Top Domains
Top Domains in Tweet in Entire Graph:
[213] twitter.com
[116] raspberryshake.org
[60] scistarter.org
[37] youtube.com
[23] naturemapr.org
[20] citizen-science.net
[19] zenodo.org
[15] co.uk
[14] ecsa-conference.eu
[13] nasa.gov

Top Domains in Tweet in G1:
[81] twitter.com
[19] zenodo.org
[17] citizen-science.net
[14] scistarter.org
[12] ecsa-conference.eu
[10] youtube.com
[9] inos-project.eu
[9] popsci.com
[8] stepchangeproject.eu
[7] nature.com

Top Domains in Tweet in G2:
[2] co.uk

Top Domains in Tweet in G3:
[4] twitter.com
[4] inaturalist.org
[2] org.au
[2] australian.museum
[2] ufu.de
[1] theconversation.com
[1] greatsouthernbioblitz.org
[1] gov.au
[1] net.au
[1] wiley.com

Top Domains in Tweet in G4:
[44] scistarter.org
[7] twitter.com
[5] zoom.us
[4] theguardian.com
[2] facebook.com
[2] discovermagazine.com
[2] youtube.com
[2] microsoft.com
[2] pbs.org
[1] constantcontact.com

Top Domains in Tweet in G5:
[21] naturemapr.org
[3] twitter.com
[3] biodiversity4all.org
[1] wilder.pt
[1] inaturalist.org
[1] springer.com
[1] org.uk
[1] myworkdayjobs.com
[1] spea.pt
[1] gov.au

Top Domains in Tweet in G6:
[4] twitter.com
[4] oceandiagnostics.com
[3] sciencedirect.com
[2] seabird.org
[2] list-manage.com
[2] theconversation.com
[1] co.uk
[1] ac.uk
[1] iop.org
[1] elsevier.com

Top Domains in Tweet in G7:
[116] raspberryshake.org
[5] twitter.com
[1] usgs.gov

Top Domains in Tweet in G8:
[1] twitter.com
[1] org.uk

Top Domains in Tweet in G9:
[8] nasa.gov
[2] swri.edu
[2] twitter.com
[2] zooniverse.org
[2] globe.gov
[2] co.uk
[1] spaceappschallenge.org
[1] aurorasaurus.com
[1] arcgis.com
[1] wordpress.com

Top Domains in Tweet in G10:
[20] twitter.com
[4] youtube.com
[3] frontiersin.org
[3] fiverr.com
[2] org.uk
[2] scistarter.org
[2] safmc.net
[2] sciencedirect.com
[2] cnr.it
[2] pbs.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2888] citizenscience
[869] pm10
[680] airpollution
[670] fijnstof
[668] pm2
[668] waalre
[668] luftdaten
[492] earthquake
[111] raspberryshake
[103] shakenet



Top Hashtags in Tweet in G1:
[579] citizenscience
[65] openscience
[47] ecsa2022
[44] citsci
[28] h2020
[25] ssh
[22] vera
[19] socialsciences
[18] humanities
[17] funding

Top Hashtags in Tweet in G2:
[2] citizenscience
[1] sewagepollution
[1] sewagescandal

Top Hashtags in Tweet in G3:
[78] citizenscience
[13] environment
[13] movingsouth
[11] scienceweek
[8] eccb2022_prague
[8] urbanmammals
[8] speciesinteractions
[7] eurekaprizes
[7] eurekaprize
[7] frogid

Top Hashtags in Tweet in G4:
[117] citizenscience
[15] orchidsofalberta
[14] nationaldogday
[13] dogs
[8] citsci
[8] stem
[7] science
[6] scichat
[4] podcast
[4] monarchs

Top Hashtags in Tweet in G5:
[53] citizenscience
[19] biodiversity
[16] naturemapr
[13] birdwatching
[12] canberra
[6] inaturalist
[5] nature
[4] conservation
[3] orchid
[3] naturephotography

Top Hashtags in Tweet in G6:
[87] citizenscience
[32] microplastic
[16] microplastics
[10] galapagos
[9] plasticpirates
[8] galápagos
[7] bigseaweedsearch
[7] plasticwaste
[6] litter
[6] waste

Top Hashtags in Tweet in G7:
[487] earthquake
[221] citizenscience
[110] raspberryshake
[102] shakenet
[79] python
[58] seismograph
[31] scotland
[29] stornoway
[27] obspy
[24] southernsumatra

Top Hashtags in Tweet in G8:
[86] citizenscience
[1] worthing
[1] councillors
[1] waterpollution
[1] southernwater
[1] sewage
[1] torybritain
[1] branded
[1] packaging
[1] pollution

Top Hashtags in Tweet in G9:
[41] citizenscience
[21] aurora
[12] electricpicnic
[12] mindfield
[12] auroraborealis
[12] northernlights
[10] canada
[10] alberta
[10] aurorasaurus
[10] citizenscientists

Top Hashtags in Tweet in G10:
[90] citizenscience
[3] inaturalist
[3] science
[3] research
[2] cork
[2] gamebasedlearning
[2] highered
[2] sciencepolicy
[2] jameswebbspacetelescope
[2] workshop

Top Words
Top Words in Tweet in Entire Graph:
[2972] level
[2888] m3
[2887] #citizenscience
[1793] dust
[1344] ugr
[1198] wind
[1191] direction
[1190] temperature
[1121] below
[1105] great

Top Words in Tweet in G1:
[579] #citizenscience
[108] citizen
[101] science
[83] project
[83] more
[64] #openscience
[58] eucitsci
[58] conference
[58] projects
[55] environmental

Top Words in Tweet in G2:
[140] residents
[140] water
[133] take
[133] samples
[133] tested
[133] coli
[133] latest
[133] test
[133] shown
[133] main

Top Words in Tweet in G3:
[78] #citizenscience
[29] project
[27] congratulations
[24] dremmaljohnston
[23] eurekaprizes
[20] recovery
[18] ecodynizw
[15] atlaslivingaust
[15] marine
[15] gsbioblitz

Top Words in Tweet in G4:
[117] #citizenscience
[106] scistarter
[40] science
[37] project
[36] citizen
[25] join
[25] dog
[24] know
[21] scientists
[20] 26

Top Words in Tweet in G5:
[76] nature
[65] sighting
[63] map
[58] featured
[53] #citizenscience
[53] naturemapr
[42] canberra
[22] act
[22] science
[20] citscioz

Top Words in Tweet in G6:
[87] #citizenscience
[32] #microplastic
[24] exetermarine
[22] alert
[20] data
[19] citizen
[19] effort
[19] contamination
[17] project
[16] team

Top Words in Tweet in G7:
[491] #earthquake
[367] raspishake
[333] m5
[317] 08
[307] 2022
[250] preliminary
[250] utc
[244] network
[221] #citizenscience
[192] raspishakeq

Top Words in Tweet in G8:
[86] #citizenscience
[83] sewage
[82] anglianwater
[82] operates
[82] treatment
[82] plant
[82] similar
[82] readings
[82] week
[82] working

Top Words in Tweet in G9:
[41] #citizenscience
[24] tweetaurora
[22] donasascience
[21] #aurora
[17] yeghugo
[16] globeprogram
[15] 22
[15] beautiful
[14] more
[14] going

Top Words in Tweet in G10:
[90] #citizenscience
[14] science
[14] citizen
[10] more
[8] co
[8] learn
[7] research
[7] க
[6] today
[6] help

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1775] dust,level
[1344] ugr,m3
[1190] m3,temperature
[1190] wind,direction
[1102] level,below
[948] great,level
[869] level,#pm10
[668] m3,dust
[668] level,#pm2
[668] m3,#fijnstof

Top Word Pairs in Tweet in G1:
[67] citizen,science
[60] #citizenscience,project
[50] environmental,ecological
[50] ecological,sciences
[47] #openscience,#citizenscience
[37] #ecsa2022,conference
[33] publication,#citizenscience
[32] #citizenscience,projects
[31] meet,colleague
[27] eucitsci,#ecsa2022

Top Word Pairs in Tweet in G2:
[133] residents,take
[133] take,water
[133] water,samples
[133] samples,tested
[133] tested,coli
[133] coli,latest
[133] latest,test
[133] test,shown
[133] shown,main
[133] main,photo

Top Word Pairs in Tweet in G3:
[14] recovery,project
[13] congratulations,#environment
[13] #environment,recovery
[13] project,eurekaprizes
[13] eurekaprizes,#citizenscience
[13] #citizenscience,award
[13] award,project
[13] project,led
[13] thousands,photos
[13] photos,captured

Top Word Pairs in Tweet in G4:
[24] citizen,science
[16] science,project
[15] know,alberta
[15] alberta,home
[15] home,26
[15] 26,native
[15] native,species
[15] species,orchids
[15] orchids,#orchidsofalberta
[15] #orchidsofalberta,citizen

Top Word Pairs in Tweet in G5:
[63] nature,map
[58] map,featured
[58] featured,sighting
[40] canberra,nature
[32] naturemapr,canberra
[17] keen,interest
[17] interest,technology
[17] technology,assist
[17] assist,environmental
[17] environmental,science

Top Word Pairs in Tweet in G6:
[19] #microplastic,contamination
[15] read,latest
[15] latest,blog
[14] paper,alert
[14] efforts,#citizenscience
[12] #citizenscience,exetermarine
[12] understanding,#microplastic
[11] happy,amazing
[11] amazing,team
[11] team,effort

Top Word Pairs in Tweet in G7:
[307] 2022,08
[292] m5,#earthquake
[225] preliminary,m5
[206] utc,raspishake
[192] raspishakeq,preliminary
[147] raspishake,network
[134] #earthquake,recorded
[97] #raspberryshake,#citizenscience
[95] recorded,#raspberryshake
[95] #citizenscience,seismic

Top Word Pairs in Tweet in G8:
[82] anglianwater,operates
[82] operates,sewage
[82] sewage,treatment
[82] treatment,plant
[82] plant,similar
[82] similar,readings
[82] readings,week
[82] week,#citizenscience
[82] #citizenscience,working
[81] eamonno,anglianwater

Top Word Pairs in Tweet in G9:
[12] going,#electricpicnic
[12] #electricpicnic,weekend
[12] weekend,visit
[12] visit,human
[12] human,lab
[12] lab,stage
[12] stage,#mindfield
[12] #mindfield,supported
[12] supported,scienceirel
[12] #auroraborealis,#aurora

Top Word Pairs in Tweet in G10:
[11] citizen,science
[4] learn,more
[3] #citizenscience,project
[3] mental,health
[3] வ,யல
[2] register,today
[2] help,scientists
[2] litter,items
[2] #citizenscience,today
[2] contribute,#citizenscience

Top Replied-To
Top Replied-To in Entire Graph:
@yaelago1
@hannahthomasy
@apa_science
@csaustria
@esri
@cumulus1966
@lesedagmar
@dremmaljohnston
@gsbioblitz
@tomasnashlab

Top Replied-To in G1:
@yaelago1
@apa_science
@csaustria
@gsbioblitz
@librerli
@mfnberlin
@osdg_ai
@citsci

Top Replied-To in G3:
@gumnut_case

Top Replied-To in G4:
@hannahthomasy
@america250
@srslynotboring

Top Replied-To in G5:
@unomi_ology

Top Replied-To in G7:
@kamikaza27

Top Replied-To in G8:
@anglianwater
@dawn4labour
@labourews
@_captainscience

Top Replied-To in G9:
@nasa
@nasago

Top Mentioned
Top Mentioned in Entire Graph:
@aalst_waalre
@raspishake
@raspishakeq
@bylineseast
@scistarter
@eamonno
@anglianwater
@inaturalist
@naturemapr
@citscioz

Top Mentioned in G1:
@eucitsci
@inaturalist
@scistarter
@cstrackproject
@coesoeu
@inosproject
@citscioz
@bokuvienna
@mobilemaggie
@stepchangeeu

Top Mentioned in G2:
@bylineseast
@webylines
@anna_damski

Top Mentioned in G3:
@dremmaljohnston
@eurekaprizes
@ecodynizw
@atlaslivingaust
@gsbioblitz
@inaturalist
@frogidaus
@amdigivol
@frontecolevol
@louvrierjulie

Top Mentioned in G4:
@scistarter
@coopsciscoop
@naturealberta
@hannahthomasy
@jazztronomy
@nursepatmacrn
@aussiastronomer
@debristracker
@garym
@citscimonth

Top Mentioned in G5:
@naturemapr
@citscioz
@uk_ceh
@ace_frawley
@birdlifeoz
@biodiversity4a
@happinesseniang
@wildorchidwatch
@petrovichbilly
@parrotoftheday

Top Mentioned in G6:
@exetermarine
@seabirdcentre
@cezzalew
@scicommsuwe
@universityleeds
@ap3489
@vliznews
@zebrazuli
@strandlinerscic
@georgie__savage

Top Mentioned in G7:
@raspishake
@raspishakeq
@alansheehan18
@gmrpetricca
@kanzakimasami
@raspi
@matplotlib
@raspis
@ra

Top Mentioned in G8:
@eamonno
@anglianwater
@sascampaigns
@worthingwestclp
@adurandworthing
@wsccwp
@wspublichealth
@worle_scjn

Top Mentioned in G9:
@tweetaurora
@donasascience
@yeghugo
@globeprogram
@scienceirel
@neurekaapp
@spaceyliz
@nasa
@nasawebb
@sundarmn

Top Mentioned in G10:
@ivanmarchesini
@lpiparis_

Top Tweeters
Top Tweeters in Entire Graph:
@roblwilson
@geoffrey_payne
@_redfrog
@bliadhnaichean
@vonrosenchild
@allchanges
@malliardreport
@tartancobweb
@curiocat13
@codewithtwitchi

Top Tweeters in G1:
@godfrey_g_
@macharoesink
@teadrivendev
@techcrunch
@balamcoatl
@cytosine_37
@birder_katie
@jo_barnes
@nzherald
@mtanichthys

Top Tweeters in G2:
@roblwilson
@tartancobweb
@sandssims
@fiona_fionnagal
@petermccue1
@jazzaoxon
@gemandmoll
@tristramwyatt
@vjl2
@gouldie7

Top Tweeters in G3:
@mogosheeks99
@imagine_garden
@ivon_ehd1
@krissie_lee
@_duck_tweeting
@citytshwane
@outbackeco
@fivemetrestop
@otautaut
@hagsie

Top Tweeters in G4:
@centristboy53
@academicchatter
@genejm29
@saunieindiego
@wikisteff
@tashacns
@xrisfg
@amishscientist
@rosario_strano
@classroomtools

Top Tweeters in G5:
@geoffrey_payne
@feralislandbud
@bettyjo62
@lizdolphinfluff
@yebosfaye
@aitch_el
@kate_eviva
@johnsalmond
@mmmukalla
@coolnatureshots

Top Tweeters in G6:
@miguelmcminn
@plasticsimpact
@conversationedu
@eu_commission
@ademola_odumosu
@melaniebergma18
@nhm_london
@mrundkvist
@hear_our_roar
@brendangodley

Top Tweeters in G7:
@_redfrog
@codewithtwitchi
@raivoonet
@xeronbot
@carlanun
@4evrstardancer
@oma_oma_1
@volcanowatching
@carlos_tmk
@planetkooler

Top Tweeters in G8:
@allchanges
@curiocat13
@jorichardskent
@hughjaeger
@lonegamer78
@kingsmeadmrt
@miftyjackson
@ciabaudo
@sharr73146294
@lifelandlady

Top Tweeters in G9:
@andrewmorrisuk
@forbes
@rafaelg21253842
@rtartboost
@maxinepatterson
@blobrana
@bbcworldservice
@bbcradio4
@jleube
@kjelliwithaj

Top Tweeters in G10:
@bliadhnaichean
@kencf0618
@malurussally
@researchbuzz
@infomgmtexec
@clevelandwest
@funeralmp3
@igorrr_no092
@art_djsmiles
@andrzejklimczuk


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