citizenscience, Twitter, 11/25/2021 4:17:14 AM, 266945


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citizenscience_2021-11-24_19-59-20.xlsx
citizenscience_2021-11-24_19-59-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2021
Short Description:
citizenscience via NodeXL https://bit.ly/3nRd5hs
@citscioz
@scistarter
@cstrackproject
@nodexl
@inaturalist
@raspishake
@the_zooniverse
@citieshealtheu
@eucitsciproject
@action4cs

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

Description:
Description
The graph represents a network of 3,651 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, 25 November 2021 at 04:07 UTC.

The requested start date was Thursday, 25 November 2021 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, 10-minute period from Thursday, 11 November 2021 at 01:01 UTC to Wednesday, 24 November 2021 at 22:12 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 : 3651
Unique Edges : 2944
Edges With Duplicates : 9137
Total Edges : 12081
Number of Edge Types : 5
Mentions : 1873
Retweet : 3600
MentionsInRetweet : 5384
Replies to : 77
Tweet : 1147
Self-Loops : 1163
Reciprocated Vertex Pair Ratio : 0.0673167072942059
Reciprocated Edge Ratio : 0.126141953619115
Connected Components : 312
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 2417
Maximum Edges in a Connected Component : 9942
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.717434
Graph Density : 0.000427130116350184
Modularity : 0.42125
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,651 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, 25 November 2021 at 04:07 UTC.

The requested start date was Thursday, 25 November 2021 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, 10-minute period from Thursday, 11 November 2021 at 01:01 UTC to Wednesday, 24 November 2021 at 22:12 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : citizenscience
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[70] https://raspberryshake.org
[31] https://hopin.com/events/the-future-of-citizen-science-sharing-experiences-from-the-european-community
[14] https://unistellaroptics.com/unprecedented-exoplanet-transit
[12] https://ukmeteornetwork.co.uk/fireballs/
[10] https://www.timeshighereducation.com/news/citizen-science-makes-breakthrough-post-pandemic
[9] https://www.food.gov.uk/news-alerts/news/fsa-and-ukri-join-forces-with-the-public-to-explore-food-safety
[8] https://t.co/hrUgBiqi2J
[8] https://docs.google.com/forms/d/e/1FAIpQLSfsNZi7y2tO9fXoLuTNKbq-uay1sRvZUvoBQN7-Ffs4lndg1w/viewform?usp=send_form
[8] https://zenodo.org/record/5026192
[7] https://zenodo.org/record/5653454#.YYuAtb1Bx8Y

Top URLs in Tweet in G1:
[29] https://hopin.com/events/the-future-of-citizen-science-sharing-experiences-from-the-european-community
[8] https://zenodo.org/record/5026192
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266532
[6] https://zenodo.org/record/5653454#.YYuAtb1Bx8Y
[6] https://www.stol.it/artikel/kultur/zeitshift-digital-in-gesterns-zukunft
[5] https://www.citizen-science.at/blog
[4] https://www.citizen-science.at/blog/citizens-crowds-and-science
[4] https://twitter.com/EUCitSciProject/status/1460892212862992393
[4] https://rri-tools.eu/en/-/seeds-science-engagement-to-empower-disadvantaged-adolescents
[4] https://actionproject.eu/toolkit/

Top URLs in Tweet in G2:
[7] https://docs.google.com/forms/d/e/1FAIpQLSfsNZi7y2tO9fXoLuTNKbq-uay1sRvZUvoBQN7-Ffs4lndg1w/viewform?usp=send_form
[2] https://www.inaturalist.org/observations/101517851
[2] https://www.inaturalist.org/observations/99051258
[2] https://twitter.com/peopleprimate/status/1462425017120174087
[2] https://twitter.com/TTFNC/status/1460078530897891336
[2] https://docs.google.com/forms/d/e/1FAIpQLScGXQGqOZdeo8MZAgPp75dkrOnFMTXS2ShJvJmYsgUpu8TJTw/viewform?usp=send_form
[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
[1] http://insectinvestigators.com.au/
[1] https://www.frontiersin.org/articles/10.3389/fevo.2021.620850/full

Top URLs in Tweet in G3:
[8] https://t.co/hrUgBiqi2J
[5] https://citizenscience.gov/
[4] https://scistarter.org/Affiliates?utm_campaign=SciStTW&utm_medium=Social&utm_source=Twitter
[3] https://scistarter.org/podcast?utm_campaign=SciStTW&utm_medium=Social&utm_source=Twitter
[2] https://anecdata.org/projects/view/693
[2] https://twitter.com/CaterpillarsCt/status/1461657993972490250
[2] https://www.sbfprize.org/ed-resources/build-a-bird-feeder
[2] http://ow.ly/wOXN50GAlJ6
[2] https://www.citizenscience.gov/toolkit/howto/step4/#
[2] https://www.youtube.com/watch?v=_m6pxgXVqEA&feature=youtu.be


Top URLs in Tweet in G4:
[5] https://www.sciencedirect.com/science/article/pii/S1462901121003245
[4] https://www.zoomare.it/
[3] https://www.azom.com/news.aspx?NewsID=57392
[1] https://www.sciencedirect.com/science/article/pii/S1462901121003245?via%3Dihub
[1] https://authors.elsevier.com/sd/article/S1462-9011(21)00324-5
[1] https://twitter.com/eXXpedition/status/1458812072700125184
[1] https://sussexwildlifetrust.org.uk/news/citizen-science-for-the-kelp-restoration-project
[1] https://twitter.com/natureofscot/status/1461008355670081538

Top URLs in Tweet in G5:
[1] https://canberra.naturemapr.org/sightings/4408835
[1] https://canberra.naturemapr.org/sightings/4407209
[1] https://canberra.naturemapr.org/sightings/4404548
[1] https://albury-wodonga.naturemapr.org/sightings/4406915
[1] https://canberra.naturemapr.org/sightings/4407892
[1] https://canberra.naturemapr.org/sightings/4409448
[1] https://naturemapr.org/home
[1] https://canberra.naturemapr.org/sightings/timeline/4408276
[1] https://canberra.naturemapr.org/sightings/4408224
[1] https://canberra.naturemapr.org/sightings/4405162

Top URLs in Tweet in G6:
[3] https://www.spea.pt/voluntariado/noctua-portugal-censo-de-aves-noturnas/
[3] https://www.spea.pt/voluntariado/arenaria/
[2] https://bou.org.uk/event/citizen-science-and-birds-bouasm22/
[1] https://onlinelibrary.wiley.com/doi/10.1111/ibi.12918?cookieSet=1
[1] https://bou.org.uk/blog-morrison-sounds-of-spring/
[1] https://twitter.com/IBIS_journal/status/1461333595113594881
[1] https://twitter.com/EJTatham/status/1462778928876118018
[1] https://twitter.com/cornellbirds/status/1459620589912707072
[1] https://twitter.com/CatMorrison18/status/1455567984647360512
[1] https://twitter.com/_BTO/status/1456193772417687556

Top URLs in Tweet in G7:
[70] https://raspberryshake.org
[1] https://stationview.raspberryshake.org/#?event=rs2021xdaetw
[1] https://stationview.raspberryshake.org/#?event=rs2021wdtpzr
[1] https://stationview.raspberryshake.org/#?event=rs2021wexdae
[1] https://stationview.raspberryshake.org/#?event=rs2021wfkpei
[1] https://stationview.raspberryshake.org/#?event=rs2021wfzokp
[1] https://stationview.raspberryshake.org/#?event=rs2021wggwtv
[1] https://stationview.raspberryshake.org/#?event=rs2021wglmkr
[1] https://stationview.raspberryshake.org/#?event=rs2021whbclc
[1] https://stationview.raspberryshake.org/#?event=rs2021wiibng

Top URLs in Tweet in G8:
[10] https://www.timeshighereducation.com/news/citizen-science-makes-breakthrough-post-pandemic
[4] https://www.spotteron.net/
[2] https://usyd.wd3.myworkdayjobs.com/en-US/USYD_EXTERNAL_CAREER_SITE/job/Darlington-Campus/Postdoctoral-Research-Associate-in-School-Science-Education-using-Citizen-Science_0087006-1
[2] https://twitter.com/IPMPopillia
[1] https://sydney.au1.qualtrics.com/jfe/form/SV_cOOf9rwqA66DBgG
[1] https://twitter.com/JulieOverton01/status/1461860448110665735
[1] https://docs.google.com/forms/d/e/1FAIpQLSd2ApZqohwJ2tjleAqi6Ozpzt7xmTlXhFxLTRwJC7zaskDvgg/viewform?usp=send_form
[1] https://www.gbrmpa.gov.au/our-work/our-programs-and-projects/reef-guardians/reef-guardian-schools
[1] https://twitter.com/sydney_ideas/status/1462914084995678210
[1] http://usyd.wd3.myworkdayjobs.com/en-US/USYD_EXT

Top URLs in Tweet in G9:
[2] https://twitter.com/jodirowley/status/1458673561430728707
[2] https://www.instagram.com/accounts/login/
[2] https://www.givemiamiday.org/fundraise/17035/citizen-scientist-project
[2] http://theherdlocker.com/tweet/popularity/citizenscience
[2] https://www.facebook.com/2131562297166887/posts/3149758122013961/?utm_source=Facebook&utm_medium=haaziq.ibrahim@gmail.com&utm_campaign=program
[2] https://www.facebook.com/thebdi/photos/a.264976170247321/4471380696273493/?type=3
[2] https://www.facebook.com/thebdi/photos/a.264976170247321/4435873616490868/?type=3
[2] https://www.facebook.com/thebdi/photos/a.264976170247321/4448182708593292/?type=3
[2] https://www.facebook.com/thebdi/photos/a.264976170247321/4452522151492681/?type=3
[2] https://www.facebook.com/thebdi/photos/a.264976170247321/4455441241200772/?type=3

Top URLs in Tweet in G10:
[2] https://earthwatch.org.uk/component/k2/researcher-nov-2021
[1] https://twitter.com/ponderbop/status/1459608763502141445
[1] https://twitter.com/WaterEmy/status/1459896765205864452
[1] https://hopin.com/events/the-future-of-citizen-science-sharing-experiences-from-the-european-community
[1] https://twitter.com/JimLabisko/status/1458024032398368768
[1] https://twitter.com/CharnwoodBC/status/1459137498253246472
[1] https://www.theguardian.com/science/2019/may/14/plantwatch-the-environmental-reasons-to-save-our-at-risk-parks
[1] https://ewgis.org/earthwatch-stp/europe/index.html
[1] https://www.linkedin.com/posts/prime-plc_prime-employees-volunteer-as-citizen-scientists-activity-6866713370964316160-oklt
[1] https://twitter.com/BOMaoileoin/status/1461999082159980546

Top Domains
Top Domains in Tweet in Entire Graph:
[246] twitter.com
[139] raspberryshake.org
[34] hopin.com
[31] naturemapr.org
[30] scistarter.org
[28] co.uk
[25] youtube.com
[24] inaturalist.org
[24] org.uk
[21] google.com

Top Domains in Tweet in G1:
[65] twitter.com
[32] hopin.com
[20] citizen-science.at
[15] zenodo.org
[9] cstrack.eu
[8] actionproject.eu
[7] nodexlgraphgallery.org
[6] zentrumfuercitizenscience.at
[6] youtube.com
[6] linkedin.com

Top Domains in Tweet in G2:
[24] inaturalist.org
[10] twitter.com
[9] google.com
[4] org.au
[2] com.au
[1] frontiersin.org
[1] net.au
[1] e2ma.net
[1] app.link
[1] org.uk

Top Domains in Tweet in G3:
[30] scistarter.org
[12] twitter.com
[10] citizenscience.gov
[9] sbfprize.org
[8] t.co
[5] nasa.gov
[4] anecdata.org
[3] ow.ly
[2] youtube.com
[1] hcinst.org

Top Domains in Tweet in G4:
[6] sciencedirect.com
[4] zoomare.it
[3] azom.com
[2] twitter.com
[1] elsevier.com
[1] org.uk

Top Domains in Tweet in G5:
[30] naturemapr.org
[1] twitter.com
[1] 1miionturtles.com
[1] wildpollinatorcount.com

Top Domains in Tweet in G6:
[10] twitter.com
[6] spea.pt
[3] org.uk
[3] ebird.org
[1] wiley.com
[1] sciencealert.com
[1] co.uk

Top Domains in Tweet in G7:
[139] raspberryshake.org
[1] twitter.com
[1] imaginingrisk.com
[1] unistellaroptics.com

Top Domains in Tweet in G8:
[17] spotteron.net
[10] timeshighereducation.com
[8] twitter.com
[3] myworkdayjobs.com
[2] spotteron.app
[2] roadkill.at
[1] qualtrics.com
[1] google.com
[1] gov.au
[1] popillia.eu

Top Domains in Tweet in G9:
[23] twitter.com
[13] facebook.com
[3] co.uk
[2] instagram.com
[2] esri.com
[2] libsyn.com
[2] schoneluchtakkoord.nl
[2] givemiamiday.org
[2] theherdlocker.com
[2] peerj.com

Top Domains in Tweet in G10:
[7] twitter.com
[2] org.uk
[2] msu.edu
[1] hopin.com
[1] theguardian.com
[1] ewgis.org
[1] linkedin.com
[1] thenarwhal.ca
[1] tandfonline.com
[1] micorps.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3214] citizenscience
[699] pm10
[678] airpollution
[664] pm2
[664] fijnstof
[664] waalre
[664] luftdaten
[353] earthquake
[189] citsci
[120] futureofcs2021



Top Hashtags in Tweet in G1:
[1378] citizenscience
[699] pm10
[664] pm2
[664] fijnstof
[664] airpollution
[664] waalre
[664] luftdaten
[144] citsci
[115] futureofcs2021
[63] openscience

Top Hashtags in Tweet in G2:
[89] citizenscience
[87] window
[87] collisions
[22] biodiversity
[13] gsb2021
[9] trinidadandtobago
[8] esaus21
[8] bioblitz
[7] gb2021
[7] seaslugcensus

Top Hashtags in Tweet in G3:
[159] citizenscience
[31] citizenscientists
[14] tnmcorps
[13] citsci
[13] communityscience
[10] usgs
[10] gis
[8] mapping
[7] donasascience
[7] nachtlichter

Top Hashtags in Tweet in G4:
[105] plasticpollution
[91] citizenscience
[24] communication
[24] inclusivity
[13] mikroplastikdetektive
[9] volunteers
[9] seasearch
[6] microplastics
[5] peoplepower
[5] paper

Top Hashtags in Tweet in G5:
[100] citizenscience
[48] biodiversity
[38] canberra
[31] naturemapr
[7] esaus21
[7] ozpollinators
[7] mandurah
[7] migratoryshorebirds
[4] orchid
[4] flower

Top Hashtags in Tweet in G6:
[80] citizenscience
[31] bousci21
[31] ornithology
[20] bouasm22
[17] sesh3
[7] sesh1
[6] northsomersetbatsurvey
[3] batappreciationmonth
[2] climatecrisis
[2] bird

Top Hashtags in Tweet in G7:
[351] earthquake
[95] citizenscience
[70] seismograph
[41] iran
[36] raspberryshake
[32] turkey
[29] japan
[25] fijiislands
[23] scotland
[22] fin

Top Hashtags in Tweet in G8:
[125] citizenscience
[43] scienceeducation
[24] citsci
[11] learningbydoing
[9] teachers
[6] coastsnap
[4] science
[4] ornithology
[3] schools
[3] ipmpopillia

Top Hashtags in Tweet in G9:
[122] citizenscience
[5] virtualmuseum
[4] biodiversity
[4] romania
[3] communityscience
[3] deeplearning
[3] data
[3] givemiamiday
[3] givemiamiday2021
[3] forthesakeofknowledge

Top Hashtags in Tweet in G10:
[47] citizenscience
[3] communityscience
[2] research
[2] freshwaterwatch
[2] prime
[2] tinyforest
[1] sdgs
[1] futureofcs2021
[1] charnwood
[1] trees

Top Words
Top Words in Tweet in Entire Graph:
[3208] #citizenscience
[2382] level
[2358] m3
[1512] dust
[1011] ugr
[916] 20
[879] wind
[874] direction
[873] temperature
[763] above

Top Words in Tweet in G1:
[2377] level
[2347] m3
[1512] dust
[1378] #citizenscience
[1011] ugr
[873] temperature
[873] wind
[873] direction
[869] 20
[762] above

Top Words in Tweet in G2:
[174] bird
[144] inaturalist
[112] project
[94] please
[90] find
[89] #citizenscience
[87] dead
[87] due
[87] #window
[87] #collisions

Top Words in Tweet in G3:
[159] #citizenscience
[75] scistarter
[71] project
[67] help
[47] donasascience
[44] nasa
[42] join
[40] looking
[36] more
[34] citizen

Top Words in Tweet in G4:
[105] #plasticpollution
[91] #citizenscience
[67] help
[60] address
[52] power
[51] sarahenelms
[48] challenges
[48] opportunities
[48] using
[46] people

Top Words in Tweet in G5:
[143] nature
[122] sighting
[119] naturemapr
[112] map
[100] #citizenscience
[86] canberra
[72] significant
[53] act
[53] citscioz
[50] gang

Top Words in Tweet in G6:
[80] #citizenscience
[31] #bousci21
[31] #ornithology
[30] ibis_journal
[29] juliet_vickery
[25] study
[25] birds
[24] _bto
[21] traditional
[20] #bouasm22

Top Words in Tweet in G7:
[380] 11
[351] #earthquake
[341] 2021
[317] raspishake
[312] preliminary
[312] utc
[283] network
[275] m5
[243] raspishakeq
[179] join

Top Words in Tweet in G8:
[125] #citizenscience
[52] postdoc
[50] lbdscience
[46] spotteron
[45] all_isee
[44] research
[43] #scienceeducation
[42] position
[35] using
[34] open

Top Words in Tweet in G9:
[122] #citizenscience
[24] science
[20] citizen
[18] data
[16] project
[15] 2021
[12] see
[11] today
[11] more
[9] species

Top Words in Tweet in G10:
[47] #citizenscience
[42] earthwatch
[40] job
[40] freshwaterizzy
[39] freshwater
[31] interested
[27] exciting
[27] monitoring
[25] reminder
[25] vacancy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1502] dust,level
[1011] ugr,m3
[873] m3,temperature
[873] wind,direction
[762] 20,ugr
[698] level,#pm10
[663] m3,dust
[663] level,#pm2
[663] m3,#fijnstof
[663] #fijnstof,#airpollution

Top Word Pairs in Tweet in G1:
[1502] dust,level
[1011] ugr,m3
[873] m3,temperature
[873] wind,direction
[762] 20,ugr
[698] level,#pm10
[663] m3,dust
[663] level,#pm2
[663] m3,#fijnstof
[663] #fijnstof,#airpollution

Top Word Pairs in Tweet in G2:
[87] find,dead
[87] dead,bird
[87] bird,due
[87] due,#window
[87] #window,#collisions
[87] #collisions,please
[87] please,report
[87] report,inaturalist
[87] inaturalist,bird
[87] bird,window

Top Word Pairs in Tweet in G3:
[52] #citizenscience,project
[32] latest,#citizenscience
[31] looking,#citizenscientists
[31] #citizenscientists,help
[31] help,track
[31] track,winter
[31] winter,storms
[31] storms,join
[31] join,nasa
[31] nasa,latest

Top Word Pairs in Tweet in G4:
[60] help,address
[60] address,#plasticpollution
[48] challenges,opportunities
[47] opportunities,using
[46] people,power
[46] power,help
[46] #plasticpollution,discussed
[46] discussed,challenges
[45] sarahenelms,people
[45] using,#citizens

Top Word Pairs in Tweet in G5:
[112] nature,map
[83] canberra,nature
[72] map,significant
[72] significant,sighting
[63] naturemapr,canberra
[42] #citizenscience,#biodiversity
[40] map,featured
[40] featured,sighting
[31] #naturemapr,#citizenscience
[31] nature,reserve

Top Word Pairs in Tweet in G6:
[20] #bouasm22,#citizenscience
[20] #citizenscience,birds
[18] call,keynote
[18] keynote,presenters
[18] presenters,#bouasm22
[18] birds,people
[18] people,powering
[18] powering,#ornithology
[18] #ornithology,conference
[18] conference,theme

Top Word Pairs in Tweet in G7:
[341] 2021,11
[289] utc,raspishake
[275] preliminary,m5
[275] m5,#earthquake
[265] raspishake,network
[243] raspishakeq,preliminary
[176] network,join
[72] 11,14
[70] largest,#citizenscience
[70] #citizenscience,#seismograph

Top Word Pairs in Tweet in G8:
[42] postdoc,position
[34] position,#scienceeducation
[34] #scienceeducation,using
[34] using,#citizenscience
[34] #citizenscience,open
[34] open,within
[34] within,nsweducation
[34] nsweducation,funded
[34] funded,lbdscience
[34] lbdscience,research

Top Word Pairs in Tweet in G9:
[16] citizen,science
[6] contribute,#citizenscience
[5] november,2021
[5] science,drives
[5] drives,see
[5] see,adu
[5] adu,#citizenscience
[5] #citizenscience,today
[5] adu's,awesome
[5] awesome,#virtualmuseum

Top Word Pairs in Tweet in G10:
[25] reminder,job
[25] job,vacancy
[25] vacancy,earthwatch
[25] earthwatch,europe
[25] europe,freshwater
[25] freshwater,scientist
[25] scientist,interested
[25] interested,policy
[25] policy,public
[25] public,engagement

Top Replied-To
Top Replied-To in Entire Graph:
@eucitsci
@imerinet
@s_voigtheucke
@anja_g_werder
@themagpi
@lastquake
@lv2teachntravel
@citscidk
@dbvsachsen
@michaelarentoft

Top Replied-To in G1:
@eucitsci
@s_voigtheucke
@anja_g_werder
@imerinet
@citscidk
@caissarl
@esimperl
@michaelarentoft
@jacknunn
@gefiont

Top Replied-To in G2:
@erinnfj
@imerinet
@lv2teachntravel
@portplaces
@zoologistjones
@bushheritageaus
@cueinc
@evalisafischer2
@jodirowley

Top Replied-To in G3:
@nasago
@7lakesscience
@iasc_search
@nopmobiel

Top Replied-To in G4:
@exetermarine
@mcsuk

Top Replied-To in G6:
@ellingbry

Top Replied-To in G7:
@lastquake
@raspishake

Top Replied-To in G8:
@abdulghani_1973
@_vanessasolano_
@yaelago1

Top Mentioned
Top Mentioned in Entire Graph:
@raspishake
@raspishakeq
@aalst_waalre
@action4cs
@eucitsciproject
@naturemapr
@inaturalist
@birdmapper
@citscioz
@scistarter

Top Mentioned in G1:
@aalst_waalre
@action4cs
@eucitsciproject
@cstrackproject
@eucitsci
@coesoeu
@stepchangeeu
@_citizenscience
@mitforschen
@naturemapr

Top Mentioned in G2:
@inaturalist
@birdmapper
@gsbioblitz
@tahliajperry
@echidna_csi
@naturemapr
@gainbioblitz
@sachiefsci
@frogidaus
@citscioz

Top Mentioned in G3:
@scistarter
@donasascience
@nasa
@growbeyondearth
@fedcitsci
@coopsciscoop
@jicasjsy
@kendallscience6
@guernseybrc
@aaassubaruprize

Top Mentioned in G4:
@sarahenelms
@exetermarine
@mcsuk
@melaniebergma18
@environmentca
@uniofexeter
@oceandiagnstics
@debristracker
@_seasearch
@uniexecec

Top Mentioned in G5:
@naturemapr
@citscioz
@ace_frawley
@act_parks
@prof_turtleau
@birdlifeoz
@newsouthwales
@1millionturtles
@peelharveycc
@ecomatt94

Top Mentioned in G6:
@ibis_journal
@juliet_vickery
@_bto
@connorecology
@team_ebird
@simon_gillings
@ipfo
@leo_r_douglas
@timonelaymerich
@spea_birdlife

Top Mentioned in G7:
@raspishake
@raspishakeq
@gmrpetricca
@matplotlib
@ra
@geophysicsleice
@l_fallou
@eloeberich
@lastquake
@ehsanqorbani

Top Mentioned in G8:
@lbdscience
@all_isee
@spotteron
@nsweducation
@sydney_uni
@wingtags
@timeshighered
@citscioz
@ispotabee
@univienna

Top Mentioned in G9:
@arcticresearch
@melihaab

Top Mentioned in G10:
@freshwaterizzy
@jolatimore
@erindsmith96
@kirkwoodlab
@wateremy
@lindseycole
@micorpsmi
@earthwatch_eur
@micorps
@mglfhp

Top Tweeters
Top Tweeters in Entire Graph:
@69nicebot69
@rosenchild
@ipythonistabot
@discovertech3
@jfsebastian146
@ruisaldanha
@kulturbolschewi
@aaronrutter9
@raivoonet
@djangobot_

Top Tweeters in G1:
@69nicebot69
@sdreyse
@regamertron
@education_24x7
@caring_mobile
@penguingalaxy
@neodiycom
@chabis_ch
@manuchis
@b0tsci

Top Tweeters in G2:
@morpheusbeing
@jamesisaak2
@jamtartladyharp
@mmmukalla
@noticias_buceo
@pippavs
@malurussally
@ecology_tweets
@klausriede
@divebot2

Top Tweeters in G3:
@southerngemgal
@jane__eden
@genejm29
@publichealthmap
@physorg_com
@rosario_strano
@britnatureguide
@bcquakehelp
@stem_ai
@commanderbliss

Top Tweeters in G4:
@bettyjo62
@coolsussex
@btkrth
@sergeiprokopiev
@nationaltrust
@alfieturner2
@parents4future
@j59841320
@globalunion3
@squirrelkestrel

Top Tweeters in G5:
@anselmonadir
@broomstick33
@mr_spock
@lizdolphinfluff
@mariecolemanao
@aitch_el
@ar2rototo
@vikkik88
@djp1974
@ladyofwildernes

Top Tweeters in G6:
@miguelmcminn
@geographile
@birdwatchingmy
@gdinwiddie
@lophophanes
@aganiock
@jennarraway
@ibis_journal
@oursacredgrove
@sassres

Top Tweeters in G7:
@ipythonistabot
@djangobot_
@alertas100
@mahanthanut
@takaoyoshida6
@volcanowatching
@fernandogomezn5
@x2k01
@naverix
@carlos_tmk

Top Tweeters in G8:
@raivoonet
@owo_yagi3bokujo
@timeshighered
@alexand54516540
@epronaki
@ebay1975
@jaybiscotti
@mozziebites
@kattekrab
@mustelidmay

Top Tweeters in G9:
@marcoderksen
@keshiabangs
@gletham
@r34lb0rg
@meldawson6
@scifactpodcast
@andresvarela
@michaelgraaf
@gardeners_path_
@ksquared56

Top Tweeters in G10:
@notorioushilary
@countrymaned
@katharinekite
@kirkwoodlab
@drfishsg
@wildlifebiogal
@charnwoodbc
@enviro_matters
@ultra_damo
@ecofriendlysask