citizenscience, Twitter, 12/15/2022 5:45:04 AM, 286321


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citizenscience_2022-12-14_19-33-52.xlsx
citizenscience_2022-12-14_19-33-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 15, 2022
Short Description:
citizenscience via NodeXL https://bit.ly/3WfVyON
@eucitsci
@erc_research
@citscioz
@citsciassoc
@cos4cloud
@nasaarset
@donasascience
@inaturalist
@mitforschen
@citscinl

Top hashtags:
#citizenscience
#earthquake
#biodiversity
#openscience
#seismograph
#citsci

Description:
Description
The graph represents a network of 2,403 Twitter users whose tweets in the requested range contained "citizenscience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 15 December 2022 at 03:39 UTC.

The requested start date was Thursday, 15 December 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, 17-hour, 35-minute period from Thursday, 01 December 2022 at 03:23 UTC to Wednesday, 14 December 2022 at 20:58 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 : 2403
Unique Edges : 1872
Edges With Duplicates : 5449
Total Edges : 7321
Number of Edge Types : 5
Retweet : 2238
MentionsInRetweet : 3216
Tweet : 375
Mentions : 1436
Replies to : 56
Self-Loops : 390
Reciprocated Vertex Pair Ratio : 0.0695093457943925
Reciprocated Edge Ratio : 0.12998361551065
Connected Components : 236
Single-Vertex Connected Components : 80
Maximum Vertices in a Connected Component : 1523
Maximum Edges in a Connected Component : 5415
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.616136
Graph Density : 0.000634441474939562
Modularity : 0.436909
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,403 Twitter users whose tweets in the requested range contained "citizenscience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 15 December 2022 at 03:39 UTC.

The requested start date was Thursday, 15 December 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, 17-hour, 35-minute period from Thursday, 01 December 2022 at 03:23 UTC to Wednesday, 14 December 2022 at 20:58 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:
[85] https://raspberryshake.org
[20] https://erc.europa.eu/news-events/events/citizen-science-and-frontier-research-erc-annual-event-2022
[11] https://www.frontiersin.org/research-topics/48185/bridging-citizen-science-and-science-communication
[11] https://erc.europa.eu/sites/default/files/2022-11/Citizen_Science.pdf
[11] https://erc.europa.eu/news-events/events/showcase-projects-citizen-science
[11] https://projectescape.eu/events/escape-esap-and-citizen-science-supporting-science-analysis-and-enhancing-scientific-research#overlay-context=events/escape-esap-and-citizen-science-supporting-science-analysis-and-enhancing-scientific-research?utm_source=twitter.com&utm_medium=social&utm_campaign=escape
[10] https://zenodo.org/record/7004061#.YxrVMS8w0_O
[7] https://science.nasa.gov/science-news/citizenscience/confirm-the-existence-of-newly-discovered-worlds-right-from-your-backyard-with-unite?utm_content=buffer0999c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://melanogaster.eu/ies-de-espana-y-ucrania-presentar-nuestro-proyecto-melanogasterctf-en-el-erc-annual-event-2022-citizen-science-and-frontier-research/?lang=en
[7] https://www.usgs.gov/core-science-systems/ngp/tnm-corps/recognition-program

Top URLs in Tweet in G1:
[11] https://www.frontiersin.org/research-topics/48185/bridging-citizen-science-and-science-communication
[10] https://zenodo.org/record/7004061#.YxrVMS8w0_O
[6] https://stepchangeproject.eu/learning-from-one-another-building-a-citizen-science-community/
[6] https://elkodaily.com/lifestyles/outdoors/outside-guide-the-power-of-citizen-science/article_1ee5221a-726d-11ed-a569-d3b831011f11.html
[6] https://erc.europa.eu/sites/default/files/2022-11/Citizen_Science.pdf
[5] https://www.sparklingscience.at/de/show-project.html?--typo3_neos_nodetypes-page[id]=1285
[4] https://eveeno.com/139719829
[4] https://twitter.com/_CitizenScience/status/1602233633980682241
[4] https://erc.europa.eu/news-events/events/showcase-projects-citizen-science
[3] https://twitter.com/mitforschen/status/1600431780410048513

Top URLs in Tweet in G2:
[17] https://erc.europa.eu/news-events/events/citizen-science-and-frontier-research-erc-annual-event-2022
[7] https://erc.europa.eu/news-events/events/showcase-projects-citizen-science
[6] https://melanogaster.eu/ies-de-espana-y-ucrania-presentar-nuestro-proyecto-melanogasterctf-en-el-erc-annual-event-2022-citizen-science-and-frontier-research/?lang=en
[5] https://www.universiteitenvannederland.nl/en_GB/os_open-science-beleid-npos.html
[3] https://twitter.com/erc_research/status/1600399965259411456
[2] https://twitter.com/ERC_Research/status/1600498231397519361
[2] https://erc.europa.eu/news-events/events/erc-annual-event-2022-citizen-science-and-frontier-research#afternoon-talk
[2] https://erc.europa.eu/news-events/events/erc-annual-event-2022-citizen-science-and-frontier-research
[2] https://www.youtube.com/watch?v=QV3ZqvfZ0ow&feature=youtu.be

[2] https://www.iedereenwetenschapper.nl/

Top URLs in Tweet in G3:
[1] https://animalecologyinfocus.com/2022/12/09/survival-and-dispersal-drive-population-dynamics-of-uk-breeding-pied-flycatchers/
[1] https://twitter.com/RSPBScience/status/1598639112222871553
[1] https://protect-eu.mimecast.com/s/nRWWCzpMptnxMk0I4aWJS
[1] https://www.ukeof.org.uk/news/farmer-cs-symp
[1] https://twitter.com/ecologibel/status/1598093967073345536
[1] https://onderwaterinleiden.nl/mediafotofilm/smoelenboek
[1] https://twitter.com/JackPerksPhoto/status/1598003675061944332
[1] https://twitter.com/Cambridge_Uni/status/1600520509136830465
[1] https://www.bto.org/how-you-can-help/take-part-project
[1] https://www.bbc.co.uk/news/uk-wales-63873129

Top URLs in Tweet in G4:
[7] https://www.usgs.gov/core-science-systems/ngp/tnm-corps/recognition-program
[5] https://science.nasa.gov/science-news/citizenscience/confirm-the-existence-of-newly-discovered-worlds-right-from-your-backyard-with-unite?utm_content=buffer0999c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://science.nasa.gov/citizenscience
[1] https://www.unistellar.com/blog/observe-near-earth-asteroids-this-fall/
[1] https://twitter.com/aas_education/status/1602736653688242177
[1] https://twitter.com/donasascience/status/1602692949661327361
[1] https://www.citizenscience.gov/catalog/248/
[1] https://www.citizenscience.gov/catalog/500/
[1] https://www.citizenscience.gov/catalog/7/
[1] https://www.usgs.gov/core-science-systems/ngp/tnm-corps/mapping-challenges?qt-science_support_page_related_con=3#qt-science_support_page_related_con

Top URLs in Tweet in G5:
[1] https://science.nasa.gov/science-news/citizenscience/confirm-the-existence-of-newly-discovered-worlds-right-from-your-backyard-with-unite
[1] https://www.zooniverse.org/projects/sophiemu/solar-jet-hunter
[1] http://sungrazer.nrl.navy.mil
[1] https://www.nasa.gov/image-feature/jpl/nasa-s-juno-mission-spots-two-jovian-moons
[1] https://docs.google.com/forms/d/e/1FAIpQLSfKBUROVfB5A36o4fJI7msNgcMZCnoSTVWSBXmmP5eLKVLzQA/viewform
[1] https://science.nasa.gov/science-news/citizenscience/confirm-the-existence-of-newly-discovered-worlds-right-from-your-backyard-with-unite?utm_content=buffer0999c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/Galaxy_Cruise_e/status/1601154780809895939
[1] https://galaxycruise.mtk.nao.ac.jp/en/
[1] https://twitter.com/Galaxy_Cruise_e/status/1598081995560685568
[1] https://twitter.com/NASAExoplanets/status/1598134644460822528

Top URLs in Tweet in G6:
[2] https://facebook.com/library.utm
[2] https://youtube.com/UTMLibraryMedia
[1] https://www.youtube.com/watch?v=1XTkWSG1Ngg

[1] https://twitter.com/ZiskaMeier6287/status/1595839048559493122
[1] https://www.hackster.io/Chris_Munz/test-the-effectiveness-of-your-diy-face-mask-0974a6
[1] https://twitter.com/nws/status/1599062149481041921
[1] https://twitter.com/NASA/status/1599427809037979648
[1] https://www.instagram.com/p/ClwK0LGKz8D/
[1] https://www.weather.gov/skywarn/
[1] http://cocorahs.org/

Top URLs in Tweet in G7:
[2] https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3001843
[2] https://www.nytimes.com/2022/12/09/us/inaturalist-nature-app.html?unlocked_article_code=cqU99xIPlGPm2qt5dyiZSbw2MoPHL5Vsa8VQ-6AJ9VeD_MFfj-m2D8xdpC7hr3DeONjDN5LfPv4xSoAewaFP8jTo6YpHnzU1JHopwZ9-l6J4QQR181jOa2fRiMyHCbs_TgHEGNs1vprOns7WYWOigK_4Jwq8g_dg2eLLgrpfLoN_2x_pLvcbPzN0wMbXurAmwqX2455trdMLeybHrO4w_uFhBQALvaMspxiiMr0s6TAsC3mpfYJySiTn0y4bztQupz1CnTcYyAWlHy8p4qcqi4BY9AAsNL_CvWUjOQoQpqUDDg7O0htt-1wScgDI7H01vEpIjuvm_53-&smid=share-url
[2] https://www.nytimes.com/2022/12/09/us/inaturalist-nature-app.html?smid=nytcore-ios-share&referringSource=articleShare
[2] https://bioone.org/journals/journal-of-herpetology/volume-56/issue-3/21-067/The-Utility-of-Acoustic-Citizen-Science-Data-in-Understanding-Geographic/10.1670/21-067.full
[2] https://www.nytimes.com/2022/12/09/us/inaturalist-nature-app.html
[1] https://www.inaturalist.org/observations/143350146
[1] https://www.inaturalist.org/observations/143178797
[1] https://www.youtube.com/watch?v=YM8D63h35LM

[1] https://twitter.com/PLOSBiology/status/1591067722196127748
[1] https://www.inaturalist.org/observations/12821943

Top URLs in Tweet in G8:
[85] https://raspberryshake.org
[1] https://stationview.raspberryshake.org/#?event=rs2022yoohoz
[1] https://stationview.raspberryshake.org/#?event=rs2022xnohto
[1] https://stationview.raspberryshake.org/#?event=rs2022xpjsyh
[1] https://stationview.raspberryshake.org/#?event=rs2022xpmhwu
[1] https://stationview.raspberryshake.org/#?event=rs2022xptlgb
[1] https://stationview.raspberryshake.org/#?event=rs2022xpynbp
[1] https://stationview.raspberryshake.org/#?event=rs2022xqdkqg
[1] https://stationview.raspberryshake.org/#?event=rs2022xqqmxe
[1] https://stationview.raspberryshake.org/#?event=rs2022xqzgnk

Top URLs in Tweet in G9:
[2] https://canberra.naturemapr.org/sightings/4457855
[2] https://www.nationalgeographic.co.uk/travel/2022/12/paid-content-researchers-want-to-know-have-you-seen-this-whale
[1] https://canberra.naturemapr.org/sightings/4456923
[1] https://canberra.naturemapr.org/sightings/4455970
[1] https://canberra.naturemapr.org/sightings/4456613
[1] https://canberra.naturemapr.org/sightings/4456560
[1] https://canberra.naturemapr.org/sightings/4421701
[1] https://canberra.naturemapr.org/sightings/4458402
[1] https://canberra.naturemapr.org/sightings/3366207
[1] https://canberra.naturemapr.org/sightings/4457949

Top URLs in Tweet in G10:
[2] https://redirect.viglink.com?u=https%3A%2F%2Fplay.google.com%2Fstore%2Fapps%2Fdetails%3Fid%3Dcom.spotteron.crowdwater&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[1] https://www.youtube.com/watch?v=QV3ZqvfZ0ow

[1] https://www.spotteron.net/blog-and-news/how-to-work-with-young-people-in-citizen-science-complying-with-privacy-laws-and-parental-consent-requirements-in-apps
[1] https://www.spotteron.net/de/citizen-science-apps
[1] https://twitter.com/MinagrisEU/status/1599691964529532928
[1] https://twitter.com/FrontInsectSci/status/1602339130322870272
[1] https://scistarter.org/play-in-the-snow-and-report-snow-depth-for-science
[1] https://appliedecologistsblog.com/2022/12/09/meet-our-new-blog-associate-editor-valentine-seymour/
[1] https://erc.europa.eu/sites/default/files/2022-11/Citizen_Science.pdf
[1] http://www.ccri.ac.uk/?p=34573

Top Domains
Top Domains in Tweet in Entire Graph:
[173] twitter.com
[171] raspberryshake.org
[57] europa.eu
[45] scistarter.org
[28] youtube.com
[22] naturemapr.org
[17] frontiersin.org
[14] nasa.gov
[12] zenodo.org
[11] projectescape.eu

Top Domains in Tweet in G1:
[55] twitter.com
[17] europa.eu
[13] frontiersin.org
[11] zenodo.org
[8] sparklingscience.at
[6] stepchangeproject.eu
[6] elkodaily.com
[5] citizen-science.at
[5] youtube.com
[5] cstrack.eu

Top Domains in Tweet in G2:
[34] europa.eu
[27] twitter.com
[6] melanogaster.eu
[5] universiteitenvannederland.nl
[3] youtube.com
[2] iedereenwetenschapper.nl
[1] youcountproject.eu
[1] openscience.nl
[1] knaw.nl
[1] padlet.com

Top Domains in Tweet in G3:
[6] twitter.com
[1] animalecologyinfocus.com
[1] mimecast.com
[1] org.uk
[1] onderwaterinleiden.nl
[1] bto.org
[1] co.uk
[1] geda.pt

Top Domains in Tweet in G4:
[8] usgs.gov
[6] nasa.gov
[3] citizenscience.gov
[2] twitter.com
[1] unistellar.com
[1] zooniverse.org

Top Domains in Tweet in G5:
[3] nasa.gov
[3] twitter.com
[1] zooniverse.org
[1] navy.mil
[1] google.com
[1] ac.jp

Top Domains in Tweet in G6:
[20] twitter.com
[4] youtube.com
[2] europa.eu
[2] time4cs.eu
[2] org.uk
[2] facebook.com
[1] hackster.io
[1] instagram.com
[1] weather.gov
[1] cocorahs.org

Top Domains in Tweet in G7:
[7] nytimes.com
[4] inaturalist.org
[4] twitter.com
[2] plos.org
[2] songsofdisappearance.com
[2] bioone.org
[1] youtube.com
[1] theconversation.com

Top Domains in Tweet in G8:
[171] raspberryshake.org
[1] twitter.com
[1] chinohillsweather.com

Top Domains in Tweet in G9:
[22] naturemapr.org
[5] twitter.com
[3] inaturalist.org
[2] co.uk
[1] edu.au
[1] greatsouthernbioblitz.org
[1] wix.com

Top Domains in Tweet in G10:
[4] twitter.com
[3] viglink.com
[2] spotteron.net
[2] ac.uk
[1] youtube.com
[1] scistarter.org
[1] appliedecologistsblog.com
[1] europa.eu
[1] crowdwater.ch
[1] frontiersin.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2023] citizenscience
[340] earthquake
[124] biodiversity
[87] openscience
[85] seismograph
[75] citsci
[68] canberra
[66] csnl2022
[62] shakenet
[58] raspberryshake



Top Hashtags in Tweet in G1:
[453] citizenscience
[40] openscience
[37] citsci
[24] transform
[21] catalonia
[21] sparklingscience
[19] h2020
[16] rri
[15] csci2023
[12] nawi

Top Hashtags in Tweet in G2:
[367] citizenscience
[63] csnl2022
[44] ercengage
[24] eu
[23] openscience
[19] worldsoilday
[19] soil
[19] biodiversity
[17] horizoneurope
[17] brussels

Top Hashtags in Tweet in G3:
[32] citizenscience
[5] farmers
[4] ornithology
[3] biodiversity
[2] freshwater
[2] yorkshiredales
[2] birds
[2] 100yearsofconservation
[2] dancing
[1] canberra

Top Hashtags in Tweet in G4:
[86] citizenscience
[49] nasa
[46] artemis1
[13] astronomy
[8] aas
[8] education
[8] citsci
[8] usgs
[8] tnmcorps
[8] gis

Top Hashtags in Tweet in G5:
[40] citizenscience
[8] galaxy_cruise
[8] naoj
[8] galaxies
[2] subarutelescope
[2] amature
[2] kepler
[2] transit
[1] citizenscientists
[1] kiperbelt

Top Hashtags in Tweet in G6:
[77] citizenscience
[7] alor
[7] epiupdate
[5] climatechange
[4] deforestation
[4] mining
[4] tasmania
[4] bioblitz
[4] auspol
[3] biodiversity

Top Hashtags in Tweet in G7:
[32] citizenscience
[18] biodiversity
[8] wildwednesday
[6] showusyourtick
[6] yearinreview
[5] trinidadandtobago
[4] australia
[3] nature
[3] frog
[2] universityofalabama

Top Hashtags in Tweet in G8:
[339] earthquake
[182] citizenscience
[85] seismograph
[62] shakenet
[58] raspberryshake
[37] python
[25] japan
[25] obspy
[24] cartopy
[17] samoaislands

Top Hashtags in Tweet in G9:
[93] citizenscience
[57] biodiversity
[55] canberra
[22] naturemapr
[8] gsb2022
[5] insect
[2] butterfly
[2] conservation
[2] marinedata
[2] australia

Top Hashtags in Tweet in G10:
[42] citizenscience
[27] worldsoilday2022
[13] birmingham
[7] plasticpollution
[7] sharedisland
[4] citsci
[3] litter
[3] horizoneu
[2] opensource
[2] impact

Top Words
Top Words in Tweet in Entire Graph:
[2004] #citizenscience
[357] 2022
[340] #earthquake
[328] science
[321] 12
[274] event
[272] citizen
[255] project
[252] m5
[250] id

Top Words in Tweet in G1:
[450] #citizenscience
[134] science
[102] citizen
[87] die
[85] eucitsci
[80] project
[70] event
[57] more
[52] research
[44] join

Top Words in Tweet in G2:
[359] #citizenscience
[200] erc_research
[111] research
[94] event
[73] erc
[63] frontier
[58] #csnl2022
[52] check
[52] citizen
[47] project

Top Words in Tweet in G3:
[67] _bto
[64] data
[57] rspbscience
[57] birds
[53] protected
[51] two
[50] bto
[50] led
[47] sites
[46] benefits

Top Words in Tweet in G4:
[86] #citizenscience
[59] unistellar
[49] #nasa
[46] honk
[46] way
[46] wai
[46] evscope
[46] earth
[46] captured
[46] kong

Top Words in Tweet in G5:
[76] donasascience
[64] observations
[61] over
[60] jupiter
[59] discovering
[59] telescope
[59] planets
[59] users
[59] coordinated
[59] requires

Top Words in Tweet in G6:
[77] #citizenscience
[9] 2022
[8] more
[7] project
[7] join
[7] lots
[7] #alor
[7] hammerhead
[7] #epiupdate
[7] 'em

Top Words in Tweet in G7:
[44] inaturalist
[32] #citizenscience
[19] data
[18] tick
[14] #biodiversity
[14] album
[13] id
[12] observations
[12] free
[12] co

Top Words in Tweet in G8:
[339] #earthquake
[258] 12
[252] m5
[251] 2022
[236] id
[236] preliminary
[196] raspishake
[183] utc
[177] #citizenscience
[151] raspishakeq

Top Words in Tweet in G9:
[96] nature
[92] #citizenscience
[68] naturemapr
[57] #biodiversity
[55] sighting
[54] map
[53] #canberra
[50] citscioz
[42] ace_frawley
[41] canberra

Top Words in Tweet in G10:
[42] #citizenscience
[31] app
[28] report
[28] citizens
[27] allow
[27] farmers
[27] #worldsoilday2022
[27] coincide
[27] sightings
[27] launched

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[242] 2022,12
[238] m5,#earthquake
[236] #earthquake,id
[217] preliminary,m5
[208] citizen,science
[151] raspishakeq,preliminary
[108] utc,raspishake
[97] #citizenscience,project
[89] raspishake,network
[85] network,join

Top Word Pairs in Tweet in G1:
[85] citizen,science
[34] #citizenscience,project
[28] annual,event
[24] engaging,#citizenscience
[24] description,attracts
[24] attracts,volunteers
[24] discover,10
[24] project,description
[24] elements,engaging
[24] essential,elements

Top Word Pairs in Tweet in G2:
[52] frontier,research
[51] #citizenscience,frontier
[33] citizen,science
[28] event,#citizenscience
[27] miss,erc
[27] #citizenscience,event
[27] research,already
[27] check,programme
[27] already,wednesday
[27] wednesday,check

Top Word Pairs in Tweet in G3:
[45] two,landmark
[45] using,data
[45] birds,two
[45] bto,rspbscience
[45] far,reaching
[45] benefits,birds
[45] reaching,benefits
[45] protected,sites
[45] sites,deliver
[45] landmark,studies

Top Word Pairs in Tweet in G4:
[46] kong,#citizenscience
[46] wai,chun
[46] earth,captured
[46] #artemis1,way
[46] honk,kong
[46] captured,unistellar
[46] way,earth
[46] evscope,wai
[46] chun,yue
[46] #citizenscience,#nasa

Top Word Pairs in Tweet in G5:
[59] discovering,jupiter
[59] requires,coordinated
[59] coordinated,observations
[59] observations,telescope
[59] jupiter,planets
[59] telescope,users
[59] users,over
[59] planets,requires
[58] world,time
[58] over,world

Top Word Pairs in Tweet in G6:
[7] lots,'em
[7] 'em,#alor
[7] #epiupdate,#citizenscience
[7] spotted,lots
[7] sharks,spotted
[7] hammerhead,sharks
[7] #alor,#epiupdate
[4] thre,threatened
[4] rainforests,takayna
[4] #deforestation,#mining

Top Word Pairs in Tweet in G7:
[12] #biodiversity,data
[11] helpful,guidance
[11] modified,world
[11] 24,hrs
[11] world,#biodiversity
[11] essential,detection
[11] id,gt
[11] increasingly,human
[11] free,confirmed
[11] confirmed,tick

Top Word Pairs in Tweet in G8:
[238] m5,#earthquake
[238] 2022,12
[236] #earthquake,id
[217] preliminary,m5
[151] raspishakeq,preliminary
[108] utc,raspishake
[89] raspishake,network
[85] #seismograph,community
[85] #citizenscience,#seismograph
[85] join,largest

Top Word Pairs in Tweet in G9:
[54] nature,map
[51] #citizenscience,#biodiversity
[42] #canberra,#citizenscience
[40] canberra,nature
[40] nature,reserve
[36] #biodiversity,naturemapr
[34] reserve,#canberra
[32] featured,sighting
[32] map,featured
[28] naturemapr,citscioz

Top Word Pairs in Tweet in G10:
[27] app,launched
[27] coincide,#worldsoilday2022
[27] students,report
[27] allow,citizens
[27] citizens,farmers
[27] report,sightings
[27] #worldsoilday2022,app
[27] farmers,students
[27] launched,allow
[25] ccri_uk,coincide

Top Replied-To
Top Replied-To in Entire Graph:
@tinadegendt
@thecivics_
@s_voigtheucke
@lisa_birnbaum
@marcusdotam
@uzh_ch
@julfld
@luisinanutshell
@projektroadkill
@the_zooniverse

Top Replied-To in G1:
@thecivics_
@s_voigtheucke
@lisa_birnbaum
@scienceetcite
@mhaklay
@_citizenscience
@csaustria
@uzh_ch
@projektroadkill
@kdaigle

Top Replied-To in G2:
@unileidennews
@samenmetenu
@covcampus
@erc_research
@samenmeten
@sfnohohon

Top Replied-To in G3:
@leiden2022

Top Replied-To in G5:
@nasa_tess

Top Replied-To in G7:
@thomasmesaglio

Top Replied-To in G10:
@geoffypjohnston

Top Mentioned
Top Mentioned in Entire Graph:
@erc_research
@raspishake
@raspishakeq
@eucitsci
@naturemapr
@donasascience
@citscioz
@_bto
@unistellar
@rspbscience

Top Mentioned in G1:
@eucitsci
@mitforschen
@_citizenscience
@transform_eu
@csaustria
@citieshealtheu
@erc_research
@cstrackproject
@citsciassoc
@rosaariasalv

Top Mentioned in G2:
@erc_research
@citscinl
@niooknaw
@gonzalezlab_bcn
@mhaklay
@lcatmon
@ganaultpierre
@citscilab
@marcus_collier
@ceos_se

Top Mentioned in G3:
@_bto
@rspbscience
@spibirds
@bto_cymru
@ailidhbarnes
@natureecoevo
@juliet_vickery
@stadsgrachten
@mjopocock
@britnatureguide

Top Mentioned in G4:
@unistellar
@allplanets
@aas_office
@aas_education
@fedcitsci
@astropartydan
@setiinstitute
@nasa
@smithsonianenv
@pacse_lab

Top Mentioned in G5:
@donasascience
@subarutel_eng
@nasaarset
@nasa
@setiinstitute
@unistellar
@planethunters
@davidbflower
@alokep
@nasa_tess

Top Mentioned in G6:

Top Mentioned in G7:
@inaturalist
@callaghanct
@manuelacasasoli
@thetickguy
@thomasmesaglio
@uofalabama
@frogidaus
@uamnh
@mozziebites
@nytimes

Top Mentioned in G8:
@raspishake
@raspishakeq
@alansheehan18
@gmrpetricca
@raspi

Top Mentioned in G9:
@naturemapr
@citscioz
@ace_frawley
@act_parks
@bumble_being
@commonbynature
@gordonport1
@environplan
@nee_naturalist

Top Mentioned in G10:
@ccri_uk
@spotteron
@gracewood351
@michealmartintd
@mmcgrathtd
@minagriseu
@aer_ese_bes
@valentineseymo1
@openlittermap
@erc_research

Top Tweeters
Top Tweeters in Entire Graph:
@ginniasa
@john1966olsen
@katcapps
@johangreg
@ken_crichlow
@barin_moon
@kanjecisel
@anselmonadir
@broomstick33
@petchary

Top Tweeters in G1:
@chabis_ch
@_open_science_
@openscitalk
@fuzzyleapfrog
@rnzonline
@p_pandora
@d_herrmann
@barrowmember
@elkodaily
@miquelporta

Top Tweeters in G2:
@socjocrec
@scieducation1
@gquerci
@gdpr
@hohoyanna
@mweiss_tue
@openscience
@israahanafi
@covcampus
@astommels

Top Tweeters in G3:
@miguelmcminn
@britnatureguide
@annebubxo
@natureuk
@ibis_journal
@awoaca
@robyeldham
@birder1969l
@censuspk
@katharinekite

Top Tweeters in G4:
@ken_crichlow
@lancia12
@skohayes
@justafandavid
@palipalipalic
@elizabuf
@profabelmendez
@sdelagrave
@victormoral
@rosscolquhoun

Top Tweeters in G5:
@john1966olsen
@barin_moon
@rafaelg21253842
@ftw_cdhn
@radovanstojano3
@andrefarfan10
@davidbflower
@sesuter1
@drtpayz
@todd_scheve

Top Tweeters in G6:
@idw_online_de
@infomgmtexec
@sara_hjelm
@ia
@nwselko
@thisisjohnnyt
@stevenrogge
@petdecisions
@jeffkart
@rspbrainham

Top Tweeters in G7:
@petchary
@nytimes
@misoranohoko
@balamcoatl
@malurussally
@jimloftus4
@siobhanleachman
@conversationedu
@skyfire747
@friel

Top Tweeters in G8:
@kanjecisel
@xhertx
@mahanthanut
@oma_oma_1
@carlos_tmk
@p_f_lherisson_
@freezoneism
@xy5z89
@lohoudominique
@jakangg

Top Tweeters in G9:
@broomstick33
@ricardo_ik_ahau
@mariecolemanao
@lizdolphinfluff
@platypusadmirer
@mmmukalla
@ymirko
@ecology_tweets
@twitaction
@echidna_paw

Top Tweeters in G10:
@geoffypjohnston
@ewestaway
@srzjwalters
@djriveraros
@epronaki
@plasticsimpact
@sacredbalance
@besquady
@in_ankitsingla
@mywildrooster


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