citizenscience, Twitter, 2/24/2022 6:38:10 AM, 272220


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citizenscience_2022-02-23_19-59-20.xlsx
citizenscience_2022-02-23_19-59-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 24, 2022
Short Description:
citizenscience via NodeXL https://bit.ly/3LYvse2
@citieshealtheu
@citscioz
@scistarter
@mirandabeegirl
@openscitalk
@eucitsci
@inaturalist
@mitforschen
@cornellbirds
@gmrpetricca

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

Description:
Description
The graph represents a network of 3,415 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, 24 February 2022 at 04:07 UTC.

The requested start date was Thursday, 24 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 21-hour, 5-minute period from Thursday, 10 February 2022 at 01:01 UTC to Wednesday, 23 February 2022 at 22:06 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 : 3415
Unique Edges : 2758
Edges With Duplicates : 8986
Total Edges : 11744
Number of Edge Types : 5
Retweet : 3415
MentionsInRetweet : 5124
Tweet : 1224
Replies to : 84
Mentions : 1897
Self-Loops : 1241
Reciprocated Vertex Pair Ratio : 0.0661290322580645
Reciprocated Edge Ratio : 0.124054462934947
Connected Components : 331
Single-Vertex Connected Components : 109
Maximum Vertices in a Connected Component : 2243
Maximum Edges in a Connected Component : 8596
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.818369
Graph Density : 0.000453562584860719
Modularity : 0.402603
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,415 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, 24 February 2022 at 04:07 UTC.

The requested start date was Thursday, 24 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 21-hour, 5-minute period from Thursday, 10 February 2022 at 01:01 UTC to Wednesday, 23 February 2022 at 22:06 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:
[74] https://raspberryshake.org
[20] https://noveleco.eu/
[18] https://www.birdcount.org/
[18] https://www.inaturalist.org/projects/mozzie-monitors-australia
[15] https://scistarter.org/citizen-science-month-kickoff
[14] https://www.eventbrite.de/e/data-protection-vulnerable-groups-and-citizen-science-tickets-250042442677
[10] https://scistarter.org/the-great-backyard-bird-count-1
[9] https://www.inaturalist.org/observations/106961453
[9] https://www.citizenscience.gov/catalog/434/
[9] https://takeaction.cpre.org.uk/page/95329/data/1?ea.tracking.id=cpre-web

Top URLs in Tweet in G1:
[14] https://www.eventbrite.de/e/data-protection-vulnerable-groups-and-citizen-science-tickets-250042442677
[7] https://zenodo.org/record/5589618#.YdwzlFjMKAm
[6] https://cstrack.eu/format/events/analyzing-citizen-science-projects-using-web-based-tools-2/
[6] https://www.coventry.ac.uk/research/about-us/research-events/2022/your-right-to-privacy-online/
[5] https://www.scienceforchange.eu/es/quienes-somos/communication-specialist
[5] https://www.amphilsoc.org/events/community-science-project-transcribing-ann-haines-weather-journal-session-ii
[5] https://www.historypin.org/en/zeit-shift/meraner-zeitung-1920-2/geo/46.671294,11.152518,15/bounds/46.653225,11.135073,46.689357,11.169963/paging/1/pin/1166707
[4] https://www.theguardian.com/environment/2021/may/18/world-is-home-to-50bn-birds-breakthrough-citizen-science-research-estimates
[4] https://twitter.com/EuCitSci/status/1491715343634599936
[4] https://twitter.com/EuCitSci/status/1494605031500357649

Top URLs in Tweet in G2:
[18] https://www.inaturalist.org/projects/mozzie-monitors-australia
[9] https://www.inaturalist.org/observations/106961453
[5] https://www.inaturalist.org/observations/106761512
[4] https://www.theaustralian.com.au/travel/its-green-for-go-in-travel-rebirth/news-story/49237ac09a2bcfa6be40e02c2a08753b
[3] https://docs.google.com/forms/d/e/1FAIpQLSdiiBHkBlr2ib8-l2bFj6dGEcebnk1LEBwNfcQa96mx28DyOQ/viewform?usp=send_form
[3] https://www.abc.net.au/news/2022-02-17/clean-up-australia-launches-citizen-science-face-mask-drive/100839120
[3] https://canberra.naturemapr.org/sightings/4244339
[3] https://www.eventbrite.com.au/e/big-bushfire-bioblitz-registration-206905017477
[3] https://www.inaturalist.org/observations?place_id=any&user_id=adamwelz&verifiable=any
[2] https://canberra.naturemapr.org/sightings/4425131

Top URLs in Tweet in G3:
[13] https://scistarter.org/citizen-science-month-kickoff
[9] https://scistarter.org/the-great-backyard-bird-count-1
[6] https://www.birdcount.org/
[6] https://scistarter.org/citizen-science-in-the-library-turn-your-curiosity
[5] https://scistarter.org/seek-by-inaturalist?utm_campaign=NL0222_2&utm_medium
[5] http://www.birdcount.org/
[4] https://scistarter.org/the-great-backyard-bird-count
[3] https://www.youtube.com/watch?v=yWZ6wybgHl4&feature=youtu.be

[3] https://blog.scistarter.org/featured-projects/2022/02/citizen-science-is-for-lovers-3/
[3] https://www.discovermagazine.com/the-sciences/science-by-the-people

Top URLs in Tweet in G4:
[2] https://ceh-online-surveys.onlinesurveys.ac.uk/pollinator-citizen-science-across-europe
[2] https://twitter.com/MirandaBeeGirl/status/1492558854789517315
[1] https://twitter.com/viunabejorro/status/1495762434732314626
[1] https://twitter.com/MirandaBeeGirl/status/1494667916700225537
[1] https://spbotanica.pt/#noticias
[1] https://twitter.com/WilderMag/status/1488477412157448192
[1] http://www.biodiversity4all.org/observations/106248190
[1] http://www.biodiversity4all.org/observations/106941056
[1] https://www.buglife.org.uk/get-involved/surveys/the-hunt-for-the-northern-february-red/
[1] https://twitter.com/RareInverts6/status/1493629334535483394

Top URLs in Tweet in G5:
[74] https://raspberryshake.org
[1] https://twitter.com/raspishakEQ/status/1496467976282947585
[1] https://stationview.raspberryshake.org/#?event=rs2022duvaxr
[1] https://stationview.raspberryshake.org/#?event=rs2022cvmqjn
[1] https://stationview.raspberryshake.org/#?event=rs2022cvujgv
[1] https://stationview.raspberryshake.org/#?event=rs2022cwfvzl
[1] https://stationview.raspberryshake.org/#?event=rs2022cxtney
[1] https://stationview.raspberryshake.org/#?event=rs2022cxveyn
[1] https://stationview.raspberryshake.org/#?event=rs2022cyhdll
[1] https://stationview.raspberryshake.org/#?event=rs2022cyjlre

Top URLs in Tweet in G6:
[5] https://aeon.co/essays/lovemaking-for-longevity-a-recipe-from-tokyos-imperial-archives
[5] https://atlasofthefuture.org/project/stall-catchers/
[3] https://twitter.com/fruit_watch/status/1496413508312907779
[3] https://sashachapin.substack.com/p/some-conclusions-about-the-high-desert?r=4ooe7&utm_campaign=post&utm_medium=web
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271783
[2] https://zenodo.org/record/5925533#.YferyerMI2x
[1] https://twitter.com/Fruit_Watch/status/1496413508312907779
[1] https://twitter.com/ovella_verda/status/1493181223283437570
[1] https://www.derstandard.at/consent/tcf/story/2000133386388/marillenblueten-als-lebensrettender-indikator-fuer-wandernde-kroeten
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-021-00912-4

Top URLs in Tweet in G7:
[7] https://www.birdcount.org/
[2] https://twitter.com/audubonsociety/status/1490705419123236864
[2] https://dellyranks.com/count-the-birds-in-your-backyard/?feed_id=80883&_unique_id=6214b918d6fbc
[2] https://mypond.hu/kerdoiv
[2] https://mypond.hu
[1] https://twitter.com/_BTO/status/1491426873066549248
[1] https://www.wwf.org.uk/learn/walrus-from-space
[1] https://www.peacelink.it/citizenscience/a/48465.html
[1] https://twitter.com/pulses_increase/status/1491696027547676674
[1] https://www.citizen-science-weissbuch.de/informationen

Top URLs in Tweet in G8:
[5] https://muskoka411.com/great-backyard-bird-count-returns-for-its-25th-year-february-18-to-21/
[3] https://www.birdcount.org/
[1] https://twitter.com/PTES/status/1496032089015304193
[1] https://twitter.com/_BTO/status/1494292271520436230
[1] https://twitter.com/bbs_birds/status/1491086809044238338
[1] https://twitter.com/_BTO/status/1491426873066549248
[1] https://bto.org/
[1] https://twitter.com/guardianeco/status/1492762600798445568
[1] https://twitter.com/JacNewey/status/1490275187132186626
[1] http://www.ace-eco.org/vol15/iss2/art20/

Top URLs in Tweet in G9:
[8] https://www.ucl.ac.uk/biosciences/studying-ucl-people-and-nature-lab
[6] https://www.linkedin.com/pulse/hackathons-social-action-organised-web2learn-citizenshack-2022-
[4] https://www.eventbrite.co.uk/e/citizen-science-training-for-practitioners-tickets-268941018827
[4] https://www.mdpi.com/2504-446X/4/3/41
[3] https://www.eventbrite.co.uk/e/introduction-to-citizen-science-scope-methodology-tools-and-practices-tickets-270897290087
[2] https://www.eventbrite.co.uk/e/heidi-roundtable-digital-action-in-marginalised-communities-tickets-270905233847
[2] https://twitter.com/HeidiProject/status/1493544042096992256
[1] https://www.linkedin.com/feed/update/urn:li:share:6902343621094236160
[1] https://www.denvergov.org/Government/Agencies-Departments-Offices/Agencies-Departments-Offices-Directory/Public-Health-Environment/Environmental-Quality/Air-Quality/Love-My-Air
[1] https://uclexcites.blog/2022/02/23/the-heidi-project-invites-you-to-a-month-of-citizenscienceforalltalks-webinars-training-and-a-roundtable/

Top URLs in Tweet in G10:
[1] https://westender.com.au/rental-housing-standards-key-to-healthy-cities-in-heatwaves/
[1] https://twitter.com/nehaa_sinha/status/1491796264555782145
[1] https://youtu.be/xvtmSHaPJRA
[1] https://cordis.europa.eu/project/id/101037193
[1] https://ichange-project.eu/
[1] https://www.abc.net.au/news/2022-02-16/griffith-university-research-wants-koala-poo/100830914
[1] https://twitter.com/asuenglish/status/1491805426333241344

Top Domains
Top Domains in Tweet in Entire Graph:
[242] twitter.com
[148] raspberryshake.org
[87] scistarter.org
[44] inaturalist.org
[34] org.uk
[32] youtube.com
[31] birdcount.org
[26] naturemapr.org
[24] ac.uk
[24] co.uk

Top Domains in Tweet in G1:
[64] twitter.com
[17] historypin.org
[16] eventbrite.de
[12] youtube.com
[11] cstrack.eu
[11] zenodo.org
[10] ac.uk
[7] zentrumfuercitizenscience.at
[5] scienceforchange.eu
[5] incentive-project.eu

Top Domains in Tweet in G2:
[41] inaturalist.org
[26] naturemapr.org
[12] com.au
[8] twitter.com
[5] net.au
[3] google.com
[3] sciencedirect.com
[3] facebook.com
[2] nodexlgraphgallery.org
[2] scistarter.org

Top Domains in Tweet in G3:
[80] scistarter.org
[16] twitter.com
[14] birdcount.org
[8] youtube.com
[5] discovermagazine.com
[3] sbfprize.org
[3] starnetlibraries.org
[2] wlrn.org
[2] zoom.us
[2] noveleco.eu

Top Domains in Tweet in G4:
[12] twitter.com
[3] europa.eu
[2] ac.uk
[2] biodiversity4all.org
[2] org.uk
[1] spbotanica.pt
[1] scistarter.org
[1] gerador.eu
[1] doi.org
[1] zenodo.org

Top Domains in Tweet in G5:
[148] raspberryshake.org
[3] twitter.com
[2] youtube.com
[1] dy.si
[1] usgs.gov
[1] rpi.edu
[1] asteroidsathome.net

Top Domains in Tweet in G6:
[10] twitter.com
[8] atlasofthefuture.org
[5] aeon.co
[3] substack.com
[3] radian6.com
[2] roadkill.at
[2] unc.edu
[2] nodexlgraphgallery.org
[2] net.au
[2] youtube.com

Top Domains in Tweet in G7:
[31] twitter.com
[8] birdcount.org
[4] mypond.hu
[3] org.uk
[2] youtube.com
[2] esri.com
[2] whales.org
[2] dellyranks.com
[2] sciencedirect.com
[1] peacelink.it

Top Domains in Tweet in G8:
[6] twitter.com
[5] muskoka411.com
[3] birdcount.org
[1] bto.org
[1] ace-eco.org
[1] youtube.com
[1] csiro.au
[1] eventbrite.ca

Top Domains in Tweet in G9:
[11] co.uk
[8] twitter.com
[8] ac.uk
[7] linkedin.com
[4] mdpi.com
[2] uclexcites.blog
[1] denvergov.org
[1] ultrahack.org
[1] net.au
[1] sleutelstad.nl

Top Domains in Tweet in G10:
[2] twitter.com
[1] com.au
[1] youtu.be
[1] europa.eu
[1] ichange-project.eu
[1] net.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3195] citizenscience
[713] pm10
[672] airpollution
[664] luftdaten
[662] pm2
[662] fijnstof
[662] waalre
[486] earthquake
[159] raspberryshake
[103] pollinator



Top Hashtags in Tweet in G1:
[507] citizenscience
[33] citsci
[27] scicomm
[26] dataprotection
[24] h2020
[22] cultural
[21] genigmachallenge
[20] digitalhumanities
[19] rri
[17] cancerresearch

Top Hashtags in Tweet in G2:
[207] citizenscience
[70] biodiversity
[52] mozziemonth
[24] naturemapr
[23] canberra
[10] orchid
[9] srilanka
[8] womeninstem
[8] womeninscience
[7] womenincitsci

Top Hashtags in Tweet in G3:
[246] citizenscience
[31] gbbc
[30] greatbackyardbirdcount
[27] citsci
[14] authenticlearning
[12] outside
[11] aaasmtg
[7] highered
[6] communityscience
[5] birdwatching

Top Hashtags in Tweet in G4:
[155] citizenscience
[94] pollinator
[11] spring
[10] alienspecies
[8] ias
[6] monitoring
[6] invasivespecies
[6] hibernatingheralds
[5] patagonia
[5] conservation

Top Hashtags in Tweet in G5:
[479] earthquake
[201] citizenscience
[158] raspberryshake
[74] seismograph
[54] shakenet
[42] scottish
[32] guatemala
[31] seismometer
[29] nuku
[24] pueblonuevotiquisate

Top Hashtags in Tweet in G6:
[80] citizenscience
[59] openscience
[11] highereducation
[10] phenology
[7] phd
[7] genigmachallenge
[7] cancerresearch
[6] openaccess
[4] caterpillarscount
[4] litterworldcup

Top Hashtags in Tweet in G7:
[117] citizenscience
[6] conservation
[6] gbbc
[5] science
[4] wildlife
[4] birdwatching
[4] greatbackyardbirdcount
[4] radioactivity
[3] birds
[3] nature

Top Hashtags in Tweet in G8:
[44] citizenscience
[15] enviroed
[10] getoutside
[9] birds
[9] snowday
[8] birding
[6] ornithology
[6] gisambassador
[4] greatbackyardbirdcount
[4] llanidloes

Top Hashtags in Tweet in G9:
[107] citizenscience
[11] digitalaction
[9] communityscience
[8] participatoryscience
[7] roundtable
[6] communities
[4] crops
[3] ecologyanddatascience
[3] escape
[3] radioweetlust

Top Hashtags in Tweet in G10:
[24] citizenscience
[24] climateaction
[22] h2020
[14] tree
[11] katefox
[11] climatechange
[5] seasonwatch
[5] andaman
[4] anet
[4] trees

Top Words
Top Words in Tweet in Entire Graph:
[3193] #citizenscience
[2506] m3
[2331] level
[1451] dust
[1153] ugr
[893] 10
[881] temperature
[881] wind
[881] direction
[867] great

Top Words in Tweet in G1:
[505] #citizenscience
[141] science
[126] citizen
[104] eucitsci
[104] project
[95] die
[74] more
[73] stepchangeeu
[68] projects
[64] cstrackproject

Top Words in Tweet in G2:
[207] #citizenscience
[113] nature
[104] naturemapr
[92] inaturalist
[90] mozziemonitors
[83] map
[81] sighting
[70] #biodiversity
[67] canberra
[59] citscioz

Top Words in Tweet in G3:
[246] #citizenscience
[82] scistarter
[77] science
[72] bird
[63] great
[62] citizen
[60] backyard
[55] count
[33] project
[31] #gbbc

Top Words in Tweet in G4:
[155] #citizenscience
[94] #pollinator
[89] mirandabeegirl
[86] involved
[85] interested
[79] experience
[79] conservation
[79] research
[33] europe
[33] survey

Top Words in Tweet in G5:
[479] #earthquake
[401] raspishake
[369] 02
[355] 2022
[329] network
[305] preliminary
[305] utc
[274] m5
[231] raspishakeq
[201] #citizenscience

Top Words in Tweet in G6:
[80] #citizenscience
[59] #openscience
[40] report
[19] open
[16] project
[15] research
[14] 2021
[14] euatweets
[14] released
[14] implementation

Top Words in Tweet in G7:
[117] #citizenscience
[19] great
[16] count
[16] science
[15] bird
[12] backyard
[12] citizen
[12] more
[10] time
[10] help

Top Words in Tweet in G8:
[44] #citizenscience
[35] count
[29] birdscanada
[20] bird
[20] birdscanada_on
[19] morning
[19] _bto
[18] year
[17] canoegirl16
[16] data

Top Words in Tweet in G9:
[107] #citizenscience
[40] heidiproject
[36] join
[35] msc
[31] ucllifesciences
[28] march
[24] 1st
[24] find
[23] students
[23] interested

Top Words in Tweet in G10:
[26] citizens
[24] #citizenscience
[24] video
[24] #climateaction
[22] filming
[22] #h2020
[22] operandum_eu
[22] involve
[22] launch
[22] soon

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1449] dust,level
[1153] ugr,m3
[881] m3,temperature
[881] wind,direction
[806] level,below
[712] level,#pm10
[661] m3,dust
[661] level,#pm2
[661] m3,#fijnstof
[661] #fijnstof,#airpollution

Top Word Pairs in Tweet in G1:
[88] citizen,science
[48] #citizenscience,projects
[29] #citizenscience,project
[28] learn,more
[24] #citizenscience,europe
[23] web,based
[22] survey,understand
[22] understand,variation
[22] variation,#cultural
[22] #cultural,factors

Top Word Pairs in Tweet in G2:
[83] nature,map
[64] canberra,nature
[51] map,featured
[51] featured,sighting
[40] naturemapr,canberra
[36] #citizenscience,#biodiversity
[34] citizen,science
[31] #biodiversity,#citizenscience
[30] namadgi,national
[30] national,park

Top Word Pairs in Tweet in G3:
[55] citizen,science
[52] great,backyard
[52] backyard,bird
[52] bird,count
[21] #citizenscience,project
[14] science,month
[14] bird,sightings
[13] 15,minutes
[13] count,#citizenscience
[13] month,kickoff

Top Word Pairs in Tweet in G4:
[79] conservation,research
[79] involved,interested
[77] interested,#citizenscience
[75] experience,#pollinator
[75] #pollinator,conservation
[75] research,involved
[74] mirandabeegirl,experience
[14] #citizenscience,europe
[12] #pollinator,#citizenscience
[12] citizen,science

Top Word Pairs in Tweet in G5:
[355] 2022,02
[278] utc,raspishake
[244] preliminary,m5
[244] m5,#earthquake
[231] raspishakeq,preliminary
[209] raspishake,network
[143] network,join
[116] #earthquake,recorded
[108] #raspberryshake,#citizenscience
[106] recorded,#raspberryshake

Top Word Pairs in Tweet in G6:
[22] #openscience,#citizenscience
[14] 2021,euatweets
[14] euatweets,released
[14] released,report
[14] report,implementation
[14] implementation,#openscience
[14] #openscience,practices
[14] practices,european
[14] european,universities
[13] dorassessment,2021

Top Word Pairs in Tweet in G7:
[10] great,backyard
[10] backyard,bird
[10] bird,count
[8] citizen,science
[4] find,more
[4] february,18
[4] science,projects
[3] #citizenscience,opportunity
[3] great,time
[3] #citizenscience,projects

Top Word Pairs in Tweet in G8:
[12] taking,part
[11] birdscanada,birdscanada_on
[10] looking,something
[10] something,weekend
[10] weekend,head
[10] head,outside
[10] outside,#citizenscience
[10] #citizenscience,#enviroed
[10] #enviroed,birdscanada
[9] nice,morning

Top Word Pairs in Tweet in G9:
[22] 1st,march
[19] march,find
[17] anyone,interested
[14] ucllifesciences,#citizenscience
[13] citizen,science
[13] events,coming
[13] next,week
[13] love,join
[11] challenges,time
[11] 17,30

Top Word Pairs in Tweet in G10:
[22] filming,video
[22] video,#h2020
[22] #h2020,operandum_eu
[22] operandum_eu,involve
[22] involve,citizens
[22] citizens,#climateaction
[22] #climateaction,launch
[22] launch,soon
[21] f_pilla,filming
[21] soon,#citizen

Top Replied-To
Top Replied-To in Entire Graph:
@cstrackproject
@incentive_eu
@citscimonth
@bot_otaki
@_citizenscience
@griffith_scienv
@discovermag
@n2teaching
@scistarter
@chickpeaman

Top Replied-To in G1:
@cstrackproject
@incentive_eu
@orion_opensci
@florencegignac
@citsci
@cos4cloud
@citscilab
@trustedblogs
@csaustria
@_citizenscience

Top Replied-To in G2:
@griffith_scienv
@corey_tutt
@vida_silvestre
@echidna_csi
@biodiversityguy

Top Replied-To in G3:
@citscimonth
@nnlmregion4
@discovermag
@n2teaching
@scistarter
@science_hitch
@helpfultangent
@dreamnsucceed
@borisnmoellers
@donasascience

Top Replied-To in G5:
@bot_otaki
@raspishake
@mwnautilus
@robmayeda

Top Replied-To in G6:
@chickpeaman
@libereurope
@biancamariola

Top Replied-To in G9:
@ucllifesciences
@mobilemaggie

Top Mentioned
Top Mentioned in Entire Graph:
@raspishake
@raspishakeq
@aalst_waalre
@eucitsci
@naturemapr
@mirandabeegirl
@inaturalist
@scistarter
@mozziemonitors
@citscioz

Top Mentioned in G1:
@eucitsci
@stepchangeeu
@cstrackproject
@_citizenscience
@genigma3d
@citieshealtheu
@mitforschen
@cos4cloud
@citsciassoc
@lbriefarchiv

Top Mentioned in G2:
@naturemapr
@mozziemonitors
@inaturalist
@citscioz
@ace_frawley
@gsbioblitz
@mozziebites
@cn_greenwell
@conservationwa
@lovenature321

Top Mentioned in G3:
@scistarter
@citscimonth
@cornellbirds
@brinchekscience
@aaassubaruprize
@team_ebird
@lamp_rocket
@audubonsociety
@nnlmaou
@tweetaurora

Top Mentioned in G4:
@mirandabeegirl
@rareinverts6
@eu_aliens
@europebutterfly
@uk_ceh
@buzz_dont_tweet
@buglifescotland
@aliencsi1
@mjopocock
@adriaenstim

Top Mentioned in G5:
@raspishake
@raspishakeq
@gmrpetricca
@marcdgodfrey
@raspi
@ledasb
@alansheehan18
@matplotlib
@samorit4
@uwiseismic

Top Mentioned in G6:
@euatweets
@dorassessment
@inosproject
@gardenfelder
@openresearch_eu
@libereurope
@helsinkiuni
@jessieloliver
@derstandardat
@kewscience

Top Mentioned in G7:
@t_abene
@iforestglobal
@alan_rowse
@gcsc1957

Top Mentioned in G8:
@birdscanada
@birdscanada_on
@_bto
@canoegirl16
@webs_uk
@juliet_vickery
@birdingfox
@scei_riverwatch
@byteconference
@angealexander88

Top Mentioned in G9:
@heidiproject
@ucllifesciences
@eucitsci
@ucl_excites
@freshwaterizzy
@web2learn_eu
@mobilemaggie
@st
@uclopenscience
@mhaklay

Top Mentioned in G10:
@operandum_eu
@f_pilla
@seasonwatch_in
@westendernews
@ichange_eu
@canopymeg
@joniadamson
@heartsintheice
@milankalas
@littercoin

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@ipythonistabot
@cybersecurityn8
@jfsebastian146
@b1e56df9ce6549f
@indianexpress
@yathinkn
@ansisegle
@slimchick1900

Top Tweeters in G1:
@sectest9
@cybersecurityn8
@nytimes
@apiwenuwen
@margymaclibrary
@hiringcare
@penguingalaxy
@gdpr25thmay18
@b0tsci
@chabis_ch

Top Tweeters in G2:
@wwf
@mariecolemanao
@lizdolphinfluff
@botfemale
@petewriting
@aitch_el
@almostinfamous
@iramey
@mmmukalla
@suntimes

Top Tweeters in G3:
@michaelcozens
@mardixon
@jrlvr88
@leafwarbler
@bellewitch66
@birdwatchingmy
@ken47188750
@klausriede
@craighoffman11
@thartman2u

Top Tweeters in G4:
@s_valls
@sydnets
@peteraf1
@miguelmcminn
@kathmorrow90
@rosieamber1
@shnb_bshnb
@sarahlouisacoll
@barbaranairn
@b_strawbridge

Top Tweeters in G5:
@ipythonistabot
@b1e56df9ce6549f
@ansisegle
@slimchick1900
@clarinetwoman2
@codewithtwitchi
@pythonexpertbot
@pmtnzc19
@psychichealerc
@mahanthanut

Top Tweeters in G6:
@mwhalan
@derstandardat
@wef
@_open_science_
@biblioupm
@stem_ai
@teoriantropolog
@openscitalk
@hephaistos_ai
@comunebologna

Top Tweeters in G7:
@saunieindiego
@shopmatrixuk
@cosmicrami
@researchbuzz
@infomgmtexec
@sciencebase
@alan_rowse
@rosieemery
@kempton
@muskokaregion

Top Tweeters in G8:
@mr_spock
@bettyjo62
@stefanm411
@muskoka411
@jennmacbrown
@_bto
@gameandwildlife
@liselot96311889
@bird_wells
@debalmer

Top Tweeters in G9:
@botsecx
@cosmos4u
@propublica
@psychemedia
@alicebell
@contempl_activ
@mha
@erinmaochu
@spectroag
@ucllibraries

Top Tweeters in G10:
@jfsebastian146
@yathinkn
@eco1start
@jane__eden
@imagine_garden
@bluegumpilliga
@cruellacritical
@mcrnbm
@priyankasacheti
@markdoyle00


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