citsci, Twitter, 3/16/2021 7:52:23 AM, 250724


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citsci_2021-03-14_17-49-49.xlsx
citsci_2021-03-14_17-49-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2021
Short Description:
citsci via NodeXL https://bit.ly/3vx78rx
@citsci_geek
@citieshealtheu
@scistarter
@cstrackproject
@citsci
@citscioz
@jillfnugent
@nhm_citsci
@action4cs
@coopsciscoop

Top hashtags:
#citizenscience
#citsci
#rri
#openscience
#scicomm
#lgbtq
#openaccess

Description:
Description
The graph represents a network of 1,834 Twitter users whose tweets in the requested range contained "citsci", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 March 2021 at 00:56 UTC.

The requested start date was Saturday, 13 March 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 70-day, 20-hour, 0-minute period from Friday, 01 January 2021 at 01:37 UTC to Friday, 12 March 2021 at 21:38 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 : 1834
Unique Edges : 2437
Edges With Duplicates : 5310
Total Edges : 7747
Number of Edge Types : 5
Retweet : 1838
MentionsInRetweet : 3397
Replies to : 149
Mentions : 1871
Tweet : 492
Self-Loops : 511
Reciprocated Vertex Pair Ratio : 0.0633112582781457
Reciprocated Edge Ratio : 0.119083208769307
Connected Components : 66
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 1640
Maximum Edges in a Connected Component : 7439
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.878968
Graph Density : 0.00119403091629825
Modularity : 0.369443
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,834 Twitter users whose tweets in the requested range contained "citsci", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 March 2021 at 00:56 UTC.

The requested start date was Saturday, 13 March 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 70-day, 20-hour, 0-minute period from Friday, 01 January 2021 at 01:37 UTC to Friday, 12 March 2021 at 21:38 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 : citsci
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:
[28] https://cstrack.eu/
[19] https://cstrack.eu
[19] https://rri-tools.eu/-/the-science-of-citizen-science
[18] https://www.discovermagazine.com/environment/most-people-arent-climate-scientists-we-should-talk-about-climate-change?utm_source=dsctwitter&utm_medium=social&utm_campaign=dsctwitter
[16] https://scistarter.org/library-kits
[16] https://rri-tools.eu/en/-/citizen-science-and-food-a-review
[10] https://www.optimistdaily.com/2021/01/the-optimist-view-the-surge-and-success-of-citizen-science/
[9] https://blog.scistarter.org/2021/02/national-library-of-medicine-citizen-science-month-mini-grant-application/
[9] https://rockymountainwild.org/eawr
[9] https://theoryandpractice.citizenscienceassociation.org/articles/10.5334/cstp.96/

Top URLs in Tweet in G1:
[15] https://scistarter.org/library-kits
[9] https://blog.scistarter.org/2021/02/national-library-of-medicine-citizen-science-month-mini-grant-application/
[8] https://www.optimistdaily.com/2021/01/the-optimist-view-the-surge-and-success-of-citizen-science/
[6] https://scistarter.org/penguinwatch
[6] https://scistarter.org/education
[5] https://scistarter.org/finder?longitude=135&latitude=-25
[5] https://scistarter.org/finder?phrase=Snow
[5] https://www.discovermagazine.com/environment/most-people-arent-climate-scientists-we-should-talk-about-climate-change?utm_source=dsctwitter&utm_medium=social&utm_campaign=dsctwitter
[5] https://scistarter.org/finder?phrase=Whale
[5] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=http%3A%2F%2Flink.springer.com%2Fbook%2F10.1007%2F978-3-030-58278-4

Top URLs in Tweet in G2:
[18] https://rri-tools.eu/-/the-science-of-citizen-science
[15] https://rri-tools.eu/en/-/citizen-science-and-food-a-review
[6] https://rri-tools.eu/-/mooc-a-roadmap-to-citizen-science-education
[5] https://eu-citizen.science/
[3] https://cstrack.eu
[3] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=http%3A%2F%2Flink.springer.com%2Fbook%2F10.1007%2F978-3-030-58278-4
[2] https://colostate.az1.qualtrics.com/jfe/form/SV_6g82cz3wNWMIicS
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248679
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250260
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250355

Top URLs in Tweet in G3:
[5] https://theoryandpractice.citizenscienceassociation.org/articles/10.5334/cstp.96/
[5] https://blog.temboo.com/what-is-citizen-science/
[5] https://theprint.in/science/citizen-science-can-help-india-boost-scientific-understanding-curb-whatsapp-pseudo-science/599779/
[4] http://indico.ictp.it/event/9462/
[4] https://greatsouthernbiobl.wixsite.com/website
[3] https://www.discovermagazine.com/environment/most-people-arent-climate-scientists-we-should-talk-about-climate-change
[3] https://theoryandpractice.citizenscienceassociation.org/articles/10.5334/cstp.241/
[3] https://scorewater.eu/news/32
[3] https://www.zsl.org/blogs/science/calling-all-citizen-scientists-current-and-future
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246895

Top URLs in Tweet in G4:
[17] https://cstrack.eu/
[9] https://cstrack.eu
[9] https://kuleuvencongres.be/espanet2021/call-for-abstracts
[4] https://zoom.us/j/92805950496
[3] https://link.webropolsurveys.com/Participation/Public/9dc6f1d5-b702-4d76-ba25-81b564aed477?displayId=Fin2176007&surveyLocale=en
[2] https://csi-cop.eu/first-newsletter/
[2] https://citsci-wg.github.io/guide/
[1] https://twitter.com/i/web/status/1351907588317831172
[1] https://twitter.com/i/web/status/1368928238827827203
[1] https://twitter.com/i/web/status/1352899118662885380

Top URLs in Tweet in G5:
[1] https://www.eventbrite.com.au/e/wild-pollinators-part1-webinar-tickets-133201532369?aff=ebdssbonlinesearch
[1] https://www.inaturalist.org/projects/city-nature-challenge-2021-greater-adelaide/journal/47283-55-days-to-go
[1] https://twitter.com/DrKarenLonsdale/status/1347321391733870592
[1] https://scistarter.org/finder?longitude=135&latitude=-25
[1] https://twitter.com/jackie_randles/status/1359608813100277760
[1] https://twitter.com/JessieLOliver/status/1360051058047741952
[1] https://amp.cnn.com/cnn/2021/02/09/world/cte-brad-norman-whale-sharks-scn-spc-intl-hnk/index.html?__twitter_impression=true
[1] http://www.sciencedirect.com/science/authShare/S1752928X21000330/20210308T220800Z/1?md5=9b8facd4035200293fecf17e6b65e9fd&dgcid=author
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250260
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250355

Top URLs in Tweet in G6:
[2] http://colostate.az1.qualtrics.com/jfe/form/SV_6g82cz3wNWMIicS
[2] https://twitter.com/CitSci/status/1362406273527009285
[1] https://twitter.com/NOAAeducation/status/1350143429993349121
[1] https://twitter.com/i/web/status/1348695535528464384
[1] https://twitter.com/i/web/status/1358811160116568064
[1] https://twitter.com/i/web/status/1358822281892429835
[1] https://twitter.com/i/web/status/1360550038502600705
[1] https://twitter.com/MBalgopal/status/1362255471382421506
[1] https://colostate.az1.qualtrics.com/jfe/form/SV_6g82cz3wNWMIicS
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DoX2uqtcjJ1o%26list%3DPLoXrIvKjigP27QGVqltnVQM3qt4GuRGyP%26index%3D17%26ab_channel%3DLoryStudentCenterEvents&q=EgS4SO-bGLierIEGIhkA8aeDS4_bnlJXW47ESDIO7ZUTrvBn3iB1MgFy


Top URLs in Tweet in G7:
[1] https://www.nalms.org/job/community-based-lake-science-and-monitoring-intern/
[1] https://twitter.com/i/web/status/1352689610900594689
[1] https://twitter.com/i/web/status/1359935127053336581
[1] https://www.uvmjobs.com/postings/43518

Top URLs in Tweet in G8:
[11] https://www.discovermagazine.com/environment/most-people-arent-climate-scientists-we-should-talk-about-climate-change?utm_source=dsctwitter&utm_medium=social&utm_campaign=dsctwitter
[5] https://newsera2020.eu/
[4] https://www.element14.com/community/community/stem-academy/blog/2021/01/15/citizen-scientists-are-using-their-hobbies-to-help-research-institutions
[2] https://solutionsreview.com/business-intelligence/data-scientists-vs-citizen-data-scientists-can-they-coexist/
[2] https://twitter.com/PlantNetProject/status/1367408697937387547
[2] https://www.inaturalist.org/posts/30294-the-western-monarch-mystery-challenge
[1] https://cos4cloud-eosc.eu/blog/2021/01/21/air-quality-monitoring-canairio-do-it-yourself-sensor/
[1] https://www.frontiersin.org/articles/10.3389/fsoc.2020.613814
[1] https://www.optimistdaily.com/2021/01/the-optimist-view-the-surge-and-success-of-citizen-science/
[1] http://indico.ictp.it/event/9462/

Top URLs in Tweet in G9:
[1] http://ow.ly/KboN50zh6Li?utm_source=hootsuite&utm_medium=twitter&utm_term=4eb49a27-27de-4c70-91d7-2774a1689b53&utm_content=usgstnm&utm_campaign=geospatial-data-mapping-fy21
[1] https://twitter.com/i/web/status/1351556321909350401
[1] https://twitter.com/i/web/status/1351568286979395591
[1] https://twitter.com/i/web/status/1358878442457092105
[1] https://twitter.com/i/web/status/1359168524934119431
[1] https://twitter.com/i/web/status/1359169353539854341
[1] https://twitter.com/i/web/status/1359527043638169602
[1] https://twitter.com/i/web/status/1361784413189791746
[1] https://twitter.com/i/web/status/1363880642853928961
[1] https://twitter.com/i/web/status/1364962015895310345

Top URLs in Tweet in G10:
[1] https://bsbi.org/new-year-plant-hunt
[1] https://www.eventbrite.co.uk/e/wild-wednesday-interactive-inverts-tickets-136789520137
[1] https://twitter.com/NHM_Learn/status/1348555250832171008
[1] https://twitter.com/bmj_latest/status/1363081172524429313
[1] https://www.youtube.com/watch?app=desktop&v=kjHTcNMubZA&feature=youtu.be
[1] https://twitter.com/i/web/status/1365597492793004033
[1] https://twitter.com/jackbhooker/status/1358711513209589760
[1] https://butterfly-conservation.org/jobs
[1] https://careers.nhm.ac.uk/JobNotAvailable.aspx?raparam=6D773843595542566E702F664968705079354E35736E6F6D4C78427479592F6A
[1] https://careers.nhm.ac.uk/JobNotAvailable.aspx?raparam=6A3230744759636C6A723378764B576A46596E52463651575044394145544579

Top Domains
Top Domains in Tweet in Entire Graph:
[394] twitter.com
[121] scistarter.org
[48] cstrack.eu
[44] rri-tools.eu
[42] nodexlgraphgallery.org
[31] ow.ly
[30] discovermagazine.com
[19] mcgill.ca
[18] ac.uk
[15] citizenscienceassociation.org

Top Domains in Tweet in G1:
[112] scistarter.org
[99] twitter.com
[10] nodexlgraphgallery.org
[10] cstrack.eu
[9] osdg.ai
[8] optimistdaily.com
[8] discovermagazine.com
[7] goo.gl
[6] scienceconnected.org
[5] springer.com

Top Domains in Tweet in G2:
[41] twitter.com
[41] rri-tools.eu
[9] spotteron.net
[8] nodexlgraphgallery.org
[7] eu-citizen.science
[5] citizen-science.at
[5] org.uk
[4] cstrack.eu
[3] ac.uk
[3] springer.com

Top Domains in Tweet in G3:
[57] twitter.com
[18] nodexlgraphgallery.org
[10] discovermagazine.com
[9] citizenscienceassociation.org
[6] wixsite.com
[5] csiro.au
[5] temboo.com
[5] theprint.in
[4] scistarter.org
[4] frontiersin.org

Top Domains in Tweet in G4:
[56] twitter.com
[26] cstrack.eu
[9] kuleuvencongres.be
[4] webropolsurveys.com
[4] zoom.us
[2] csi-cop.eu
[2] nodexlgraphgallery.org
[2] goo.gl
[2] nature.com
[2] github.io

Top Domains in Tweet in G5:
[18] twitter.com
[7] bit.ly
[4] gov.au
[3] com.au
[3] scistarter.org
[3] nodexlgraphgallery.org
[3] net.au
[3] org.au
[2] sciencedirect.com
[1] inaturalist.org

Top Domains in Tweet in G6:
[9] twitter.com
[3] qualtrics.com
[1] google.com
[1] manomet.org
[1] redencuentros.org
[1] github.io

Top Domains in Tweet in G7:
[2] twitter.com
[1] nalms.org
[1] uvmjobs.com

Top Domains in Tweet in G8:
[12] discovermagazine.com
[7] twitter.com
[5] newsera2020.eu
[4] element14.com
[2] cos4cloud-eosc.eu
[2] frontiersin.org
[2] solutionsreview.com
[2] cstrack.eu
[2] heraldo.es
[2] inaturalist.org

Top Domains in Tweet in G9:
[31] ow.ly
[13] twitter.com
[1] usa.gov
[1] nih.gov
[1] uky.edu

Top Domains in Tweet in G10:
[7] ac.uk
[4] twitter.com
[1] bsbi.org
[1] co.uk
[1] youtube.com
[1] butterfly-conservation.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[939] citizenscience
[887] citsci
[66] rri
[45] openscience
[43] scicomm
[40] lgbtq
[39] openaccess
[34] throwbackthursday
[32] science
[32] tnmcorps



Top Hashtags in Tweet in G1:
[277] citsci
[225] citizenscience
[21] citscimonth
[16] science
[15] openaccess
[14] naturesounds
[13] acoustic
[12] flashforwardfest
[12] nature
[11] library

Top Hashtags in Tweet in G2:
[204] citizenscience
[95] citsci
[56] rri
[15] food
[12] youcount
[12] youth
[11] blackhistorymonth
[10] citscihelvetia2021
[9] openaccess
[9] sdg

Top Hashtags in Tweet in G3:
[174] citizenscience
[127] citsci
[17] scicomm
[14] emcr
[7] lgbtq
[6] climatechange
[6] rri
[6] gsbioblitz
[6] mozziemonth
[5] covid19

Top Hashtags in Tweet in G4:
[118] citizenscience
[95] citsci
[27] openscience
[22] data
[19] cfp
[19] espanet
[16] sdgs
[16] gdpr
[14] accelerator
[11] opendata

Top Hashtags in Tweet in G5:
[34] citizenscience
[7] citsci
[6] frog
[5] stem
[5] womeninscience
[5] primarystemchat
[4] wildoz
[4] ozchem
[4] 2/11/2021 12:00:00 AM
[3] antarctica

Top Hashtags in Tweet in G6:
[56] citizenscience
[46] citsci
[28] lgbtq
[10] communityscience
[9] gradschool
[4] cs4rl
[2] biodiversity
[2] 3minthesis
[1] phd
[1] water

Top Hashtags in Tweet in G7:
[14] citsci
[13] citizenscience
[3] micorps
[2] openaccess
[1] scicomm

Top Hashtags in Tweet in G8:
[26] citsci
[15] citizenscience
[12] scicomm
[7] cienciaciudadana
[6] newsera
[3] climatechange
[3] podcast
[2] scipol
[2] rstats
[2] monarchmystery

Top Hashtags in Tweet in G9:
[33] citsci
[32] citizenscience
[32] tnmcorps
[32] mapping
[31] gis
[25] usgs
[6] radon
[1] geoweek
[1] volunteers
[1] highschool

Top Hashtags in Tweet in G10:
[8] citsci
[1] newyearplanthunt
[1] brilliantbutterflies
[1] nhmhomeworkclub
[1] citizenscience
[1] lightpollution
[1] darkskies

Top Words
Top Words in Tweet in Entire Graph:
[939] #citizenscience
[887] #citsci
[711] science
[646] citizen
[342] project
[322] scistarter
[302] citsci
[272] cstrackproject
[246] survey
[221] more

Top Words in Tweet in G1:
[277] #citsci
[243] scistarter
[225] #citizenscience
[180] science
[175] citizen
[101] project
[76] citsci
[63] help
[61] projects
[59] join

Top Words in Tweet in G2:
[204] #citizenscience
[110] science
[96] #citsci
[84] citizen
[72] citsci
[56] #rri
[56] toolkit
[50] rritools
[49] eucitsci
[44] project

Top Words in Tweet in G3:
[174] #citizenscience
[127] #citsci
[123] science
[117] citizen
[65] citscioz
[58] citieshealtheu
[41] citsci
[35] scistarter
[35] cc
[35] citsci_geek

Top Words in Tweet in G4:
[154] cs
[150] citizen
[150] science
[139] cstrackproject
[127] survey
[118] #citizenscience
[113] project
[95] #citsci
[87] track
[80] action4cs

Top Words in Tweet in G5:
[39] science
[34] #citizenscience
[26] great
[22] help
[21] australia
[21] day
[20] frogidaus
[20] 2021
[19] today
[19] frog

Top Words in Tweet in G6:
[56] #citizenscience
[46] #citsci
[34] volunteers
[34] experiences
[33] seeking
[33] study
[32] toddaharwell
[31] more
[31] share
[29] still

Top Words in Tweet in G7:
[51] job
[42] went
[42] webinar
[42] conservation
[42] careers
[42] yesterday
[42] need
[42] phd
[42] lemme
[42] broadcast

Top Words in Tweet in G8:
[26] #citsci
[22] climate
[20] citizen
[19] scientists
[15] #citizenscience
[14] science
[12] #scicomm
[11] cos4cloud
[11] opinion
[11] people

Top Words in Tweet in G9:
[33] fedcitsci
[33] #citsci
[32] #citizenscience
[32] #tnmcorps
[32] #mapping
[31] #gis
[30] award
[28] more
[25] usgs
[25] #usgs

Top Words in Tweet in G10:
[10] nhm_london
[8] #citsci
[7] job
[7] vacancy
[7] good
[7] opportunity
[7] someone
[6] dejpett
[5] nhm_citsci
[4] wildlondon

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[550] citizen,science
[131] #citsci,#citizenscience
[121] #citizenscience,#citsci
[121] cs,track
[92] track,eu_h2020
[92] eu_h2020,project
[92] project,launched
[92] launched,international
[92] international,citizen
[92] science,cs

Top Word Pairs in Tweet in G1:
[153] citizen,science
[28] science,projects
[23] #citsci,#citizenscience
[21] learn,more
[20] cs,track
[17] make,count
[17] count,monday
[16] #citizenscience,#citsci
[16] #citsci,projects
[16] project,alert

Top Word Pairs in Tweet in G2:
[68] citizen,science
[56] #rri,toolkit
[49] rritools,#rri
[25] #citizenscience,#citsci
[21] science,#citizenscience
[18] toolkit,science
[18] #citizenscience,eds
[18] eds,vohlandii
[18] vohlandii,annemland
[18] annemland,ceccaroni

Top Word Pairs in Tweet in G3:
[95] citizen,science
[52] #citsci,#citizenscience
[24] #citizenscience,#citsci
[19] citsci_geek,scistarter
[17] citsci,nodexl
[17] nodexl,citsci_geek
[13] citizen,scientists
[13] scistarter,citieshealtheu
[12] citieshealtheu,cstrackproject
[10] hour,lunch

Top Word Pairs in Tweet in G4:
[144] citizen,science
[86] cs,track
[68] cstrackproject,cs
[67] track,eu_h2020
[67] eu_h2020,project
[67] project,launched
[67] launched,international
[67] international,citizen
[67] science,cs
[67] cs,survey

Top Word Pairs in Tweet in G5:
[10] citizen,science
[10] women,girls
[9] international,day
[9] day,women
[9] girls,science
[5] great,southern
[5] southern,land
[4] share,stories
[4] #citizenscience,project
[4] electric,vehicles

Top Word Pairs in Tweet in G6:
[34] #citizenscience,volunteers
[29] study,still
[29] still,seeking
[29] seeking,few
[29] few,more
[29] volunteers,share
[29] share,experiences
[29] experiences,#citsci
[27] #lgbtq,#citizenscience
[27] toddaharwell,study

Top Word Pairs in Tweet in G7:
[42] went,webinar
[42] webinar,conservation
[42] conservation,careers
[42] careers,yesterday
[42] yesterday,need
[42] need,phd
[42] phd,job
[42] job,lemme
[42] lemme,broadcast
[42] broadcast,twitterverse

Top Word Pairs in Tweet in G8:
[14] citizen,science
[11] opinion,people
[11] people,aren
[11] aren,climate
[11] climate,scientists
[11] scientists,talk
[11] talk,climate
[11] climate,change
[11] change,anyway
[9] #scicomm,#citsci

Top Word Pairs in Tweet in G9:
[27] #mapping,#gis
[24] #citsci,#citizenscience
[21] #tnmcorps,fedcitsci
[21] #citizenscience,#usgs
[20] #usgs,#mapping
[20] city,town
[20] town,halls
[19] fedcitsci,#citsci
[18] national,map
[18] map,corps

Top Word Pairs in Tweet in G10:
[7] #citsci,job
[7] job,vacancy
[7] vacancy,nhm_london
[7] nhm_london,good
[7] good,opportunity
[7] opportunity,someone
[6] dejpett,#citsci
[2] nhm_ukbiodiv,batgirlsteph78
[2] naturelive,nhm_london
[2] nhm_london,wildlondon

Top Replied-To
Top Replied-To in Entire Graph:
@spacegeographer
@citsci_geek
@mfnberlin
@brittney_beck
@scistarter
@asu_citsci
@lady_beaker
@citscimonth
@eucitsci
@yaelago1

Top Replied-To in G1:
@asu_citsci
@citscimonth
@brittney_beck
@walteros_jey
@citsci_geek
@vinithagadiraju
@scistarter
@pwc_wildlife
@scissorsrunning
@paleoexplorer

Top Replied-To in G2:
@mfnberlin
@anett77richter
@spacegeographer
@karinamay_reyes
@dariaheu
@josperello
@alettabonn
@spotteron
@eucitsci
@citsci

Top Replied-To in G3:
@salhaj
@citieshealtheu
@spotteron
@yaelago1
@kait_a_gallaghr
@citsciglobal
@pamwhetnall
@gsbioblitz
@mozziebites
@citscioz

Top Replied-To in G4:
@spacegeographer
@eglezguardia
@eucitsci

Top Replied-To in G5:
@citsci_geek
@lady_beaker
@amydownsamy
@jillfnugent
@britt__mitchell
@michelledennis
@jadebarclay
@ilona_andrews
@stone_written
@wearebrisbane

Top Replied-To in G6:
@danilinhunter1
@dine_andrea
@lschibley
@gretchenkroh
@itcork

Top Replied-To in G8:
@cos4cloud
@jcyluniversidad
@claysteell
@algaebase
@wmonarchmystery

Top Replied-To in G10:
@toritsui
@simon_robson69
@spacegeographer
@nhm_ukbiodiv
@gilienv

Top Mentioned
Top Mentioned in Entire Graph:
@scistarter
@cstrackproject
@citsci
@citieshealtheu
@citscioz
@action4cs
@eu_h2020
@jillfnugent
@citsci_geek
@eucitsci

Top Mentioned in G1:
@scistarter
@jillfnugent
@cstrackproject
@citscimonth
@coopsciscoop
@citsci
@citieshealtheu
@jessieloliver
@scienceconn
@citsciassoc

Top Mentioned in G2:
@rritools
@eucitsci
@citsci
@spotteron
@csaustria
@cstrackproject
@eucitsciproject
@_citizenscience
@vohlandii
@nhm_citsci

Top Mentioned in G3:
@citscioz
@citieshealtheu
@citsci_geek
@scistarter
@cstrackproject
@jillfnugent
@citsci
@atlaslivingaust
@csiro
@aristeidoum

Top Mentioned in G4:
@cstrackproject
@action4cs
@eu_h2020
@gefiont
@kclinformatics
@oeg_upm
@eglezguardia
@nhm_citsci
@apassani
@t6ecosystems

Top Mentioned in G5:
@frogidaus
@citscioz
@scistarter
@jodirowley
@gsbioblitz
@cstrackproject
@sciencechiefau
@jessieloliver
@citsci_geek
@inaturalist

Top Mentioned in G6:
@toddaharwell
@danilinhunter1
@citsci
@mbalgopal
@csu_ecology
@lizdporter
@csubiology
@soges_csu
@mysticmyrwa
@gen_r_

Top Mentioned in G7:
@cwdekeyzer
@jolatimore
@uvermont
@aslo_opps
@benthosnews
@nalmstweets
@secchidipin
@citscioz

Top Mentioned in G8:
@cos4cloud
@citieshealtheu
@agu_scicomm
@cstrackproject
@observadoes
@milenioheraldo
@inavalhas
@cristin
@_citizenscience
@sciencefchange

Top Mentioned in G9:
@fedcitsci
@usgs
@usgstnm
@niehs
@citsci
@perrycocentral
@veganleslie
@mapsbyw
@ukcares1
@fairfieldoh

Top Mentioned in G10:
@nhm_london
@dejpett
@nhm_citsci
@wildlondon
@postcodelottery
@nhm_science
@savebutterflies
@entokaty
@nhm_learn
@batgirlsteph78

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@bexxmodd
@hollowmanseries
@wwf
@lalojimjuarez
@kwame_agyei
@petchary
@broomstick33
@bbcnews
@dawnroseturner

Top Tweeters in G1:
@femtech_
@trendsinai
@lablanchfanny
@mcolvinmckenzie
@npr
@antrimlens
@statesman
@education_24x7
@bellewitch66
@_open_science_

Top Tweeters in G2:
@kwame_agyei
@nytimes
@adrianasah
@bagaluesunab
@penguingalaxy
@ashwin_baindur
@natures_voice
@scicommbot
@sdgsbot
@ibraahim_carab

Top Tweeters in G3:
@bbcnews
@epuujee
@artificialbra1n
@3drenderbot
@salhaj
@mnxmoosi
@voxdotcom
@theprintindia
@finishko
@zephyr9673

Top Tweeters in G4:
@hollowmanseries
@wwf
@therealbiostate
@discovertech3
@laporres
@laboescapes
@socentlive
@martamachos
@gdpr25thmay18
@jmmulet

Top Tweeters in G5:
@optus
@abcnews
@drspacejunk
@kellyyyllek
@conversationedu
@wearebrisbane
@doctorchristian
@abcadelaide
@pewenvironment
@abccanberra

Top Tweeters in G6:
@amcell
@epidatageek
@telescoper
@kirstie_j
@b_holmer
@mustelidmay
@sportmgmtprof
@pekingspring
@imogenrcoephd
@catherine0186

Top Tweeters in G7:
@spmcdonnell
@davidheap
@bioinfocus
@jenni_pro
@cataranea
@lottas_sociala
@kirkwoodlab
@bemily_writes
@wildthingranger
@fred_langlois_

Top Tweeters in G8:
@dawnroseturner
@rstatstweet
@heraldoes
@chabis_ch
@dsoltesz
@juditalonsog
@sustaintrends
@agencia_sinc
@fecyt_ciencia
@geoinnovaasl

Top Tweeters in G9:
@lordbexar
@holsteinson
@geomaticsfeed
@3ni3l3lmy
@usgs
@uasg9
@harvey01957
@petercada
@mapmakinmeyers
@researchky

Top Tweeters in G10:
@bsbibotany
@dejpett
@savebutterflies
@londonnpc
@simon_robson69
@postcodelottery
@erinmaochu
@nhm_london
@ange_cass
@jwexlerbm