citsci, Twitter, 5/30/2020 12:55:01 AM, 228505


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citsci_2020-05-29_17-15-27.xlsx
citsci_2020-05-29_17-15-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 30, 2020
Short Description:
citsci via NodeXL https://bit.ly/3cj6JOC
@scistarter
@citsci
@nhm_citsci
@foldit
@jessieloliver
@inaturalist
@coopsciscoop
@citscimonth
@citscioz
@eucitsciproject

Top hashtags:
#citsci
#citizenscience
#coronavirus
#covid19
#citynaturechallenge
#earthschool

Description:
Description
The graph represents a network of 2,965 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 Saturday, 30 May 2020 at 00:16 UTC.

The requested start date was Saturday, 30 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 79-day, 19-hour, 32-minute period from Tuesday, 10 March 2020 at 19:21 UTC to Friday, 29 May 2020 at 14:54 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 : 2965
Unique Edges : 3358
Edges With Duplicates : 9344
Total Edges : 12702
Number of Edge Types : 5
Mentions : 2729
MentionsInRetweet : 5514
Retweet : 3406
Tweet : 783
Replies to : 270
Self-Loops : 816
Reciprocated Vertex Pair Ratio : 0.0698305084745763
Reciprocated Edge Ratio : 0.130544993662864
Connected Components : 110
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 2627
Maximum Edges in a Connected Component : 12090
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.146761
Graph Density : 0.00071823091260386
Modularity : 0.366169
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 2,965 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 Saturday, 30 May 2020 at 00:16 UTC.

The requested start date was Saturday, 30 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 79-day, 19-hour, 32-minute period from Tuesday, 10 March 2020 at 19:21 UTC to Friday, 29 May 2020 at 14:54 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:
[122] https://fold.it/portal/node/2008926
[32] http://EU-Citizen.Science
[28] https://stemforall2020.videohall.com/presentations#/keyword/ids=k_193
[21] https://www.nasa.gov/specials/nasaathome/index.html
[17] https://crowdsourced.micropasts.org/project/fitzAudioGuide/
[15] http://citsci.org/cwis438/websites/citsci/home.php?WebSiteID=7
[15] https://www.nhm.ac.uk/take-part/citizen-science/bioblitz/city-nature-challenge-london.html
[15] https://macroalgae.imas.utas.edu.au/
[14] https://www.sciencefriday.com/segments/citizen-science-quarantine/
[12] https://scistarter.org/events

Top URLs in Tweet in G1:
[14] https://www.sciencefriday.com/segments/citizen-science-quarantine/
[10] https://scistarter.org/events
[10] https://scistarter.org/finder?phrase=Turtle
[9] https://blog.scistarter.com/2020/03/you-can-celebrate-citizen-science-month-from-home/amp/?__twitter_impression=true
[9] https://scistarter.org/finder?phrase=Bee&topic=16
[9] https://ed.ted.com/on/eg7qdmRQ?theme_id=earth-school
[7] https://scistarter.org/library-kits
[7] https://scistarter.org/library-resources
[7] https://scistarter.org/finder?filters=1
[7] https://scistarter.org/global-citizen-science-month-education-webinar-1-s

Top URLs in Tweet in G2:
[29] http://EU-Citizen.Science
[7] http://citsci.org/cwis438/websites/citsci/home.php?WebSiteID=7
[6] https://twitter.com/CSAustria/status/1247852661216608257
[5] https://www.nhm.ac.uk/take-part/citizen-science/bioblitz/city-nature-challenge-london.html
[5] https://careers.nhm.ac.uk/templates/CIPHR/jobdetail_1903.aspx
[5] https://openuniversity.onlinesurveys.ac.uk/inaturalist-expression-of-interest
[5] https://twitter.com/CitSciAssoc/status/1262388743794757633
[4] http://www.bnhc.org.uk/bioblitz/city-nature-challenge-uk-datablitz
[4] https://www.discovermagazine.com/the-sciences/cooped-up-at-home-here-are-7-ways-to-take-part-in-online-science-projects
[4] https://data.jrc.ec.europa.eu/dataset/jrc-citsci-10004

Top URLs in Tweet in G3:
[10] https://www.nhm.ac.uk/take-part/citizen-science/bioblitz/city-nature-challenge-london.html
[3] https://openuniversity.onlinesurveys.ac.uk/inaturalist-expression-of-interest
[1] https://www.nhm.ac.uk/discover/how-to-identify-cockchafer-may-bug.html?utm_source=tw-link-post-20200521-lh2&utm_medium=social&utm_campaign=uk-wildlife
[1] https://bit.ly/NHM-I-Spy-Nature
[1] https://www.nhm.ac.uk/visit/exhibitions/nature-live.html?utm_source=tw-link-post-20200529-em&utm_medium=social&utm_campaign=nature-live
[1] https://www.nhm.ac.uk/take-part/citizen-science/bioblitz/city-nature-challenge-london.html?utm_source=tw-link-post-20200420-gr&utm_medium=social&utm_campaign=bioblitz
[1] https://www.bbc.co.uk/programmes/b08xyqcs
[1] https://www.facebook.com/groups/NHMUKBiodiversity/
[1] https://careers.nhm.ac.uk/templates/CIPHR/jobdetail_1903.aspx
[1] https://twitter.com/NHM_Science/status/1263480751477198852

Top URLs in Tweet in G4:
[8] https://theoryandpractice.citizenscienceassociation.org/articles/10.5334/cstp.224/
[4] https://www.atlasobscura.com/articles/citizen-science-at-home
[3] https://blog.citsci.org/2020/03/24/citizen-science-resources-during-covid19/
[3] https://www.climatewatch.org.au/news/hunt-for-the-grey-mangrove-this-citizen-science-month
[3] http://citsci.org/cwis438/websites/citsci/home.php?WebSiteID=7
[2] https://blog.citsci.org/2020/02/17/how-to-create-your-citizen-science-project-on-citsci-org-in-5-easy-steps/
[2] https://citynaturechallenge.org/city-list-2020/
[2] http://www.monitorwater.org/
[2] https://www.undp.org/content/undp/en/home/blog/2020/applying-the-hard-lessons-of-coronavirus-to-the-biodiversity-cri.html
[2] http://naaee.org/eepro/blog

Top URLs in Tweet in G5:
[119] https://fold.it/portal/node/2008926
[1] https://twitter.com/i/web/status/1256309160372658177
[1] https://twitter.com/foldit/status/1233510766336233473

Top URLs in Tweet in G6:
[17] https://crowdsourced.micropasts.org/project/fitzAudioGuide/
[7] https://crowdsourced.micropasts.org/project/BronzeShapes1/
[2] https://crowdsourced.micropasts.org/project/deathOnTheNile/
[1] https://birdcamslab.allaboutbirds.org/welcome-to-hawk-happenings-data-collection/
[1] https://twitter.com/i/web/status/1247932191780278277
[1] https://twitter.com/i/web/status/1253730500625104903
[1] https://twitter.com/i/web/status/1241122383861362695
[1] https://twitter.com/i/web/status/1243572608987250689
[1] https://twitter.com/i/web/status/1243689299557613570
[1] https://twitter.com/i/web/status/1246173252365561857

Top URLs in Tweet in G7:
[3] https://www.usgs.gov/core-science-systems/ngp/tnm-corps
[1] https://go.usa.gov/xnhrq?utm_source=twitter&utm_medium=social&utm_term=2fa51476-9d14-4c49-b909-6267e0bc4f3f&utm_content=&utm_campaign=usgstnm
[1] https://twitter.com/i/web/status/1237751580616769536
[1] https://twitter.com/i/web/status/1238122543598448640
[1] https://twitter.com/i/web/status/1239546361189629953
[1] https://twitter.com/i/web/status/1240646877420363782
[1] https://twitter.com/i/web/status/1241015801857138703
[1] https://twitter.com/i/web/status/1242451540696236040
[1] https://twitter.com/i/web/status/1242812277260238848
[1] https://twitter.com/i/web/status/1243173772502409216

Top URLs in Tweet in G8:
[8] https://www.zooniverse.org/projects/penguintom79/seabirdwatch
[2] https://www.bto.org/bbs-report
[1] https://twitter.com/SOTEAG1/status/1259808782202396674
[1] https://twitter.com/i/web/status/1256236849938542597
[1] https://jncc.gov.uk/news/smp-seabird-stats/
[1] https://www.bto.org/sites/default/files/bto_2020_05_chief_executive_officer.pdf
[1] https://twitter.com/i/web/status/1255814858253185024
[1] https://twitter.com/i/web/status/1240313232310579201
[1] https://twitter.com/i/web/status/1253251664649355271
[1] https://twitter.com/i/web/status/1242403677576605696

Top URLs in Tweet in G9:
[19] https://www.nasa.gov/specials/nasaathome/index.html
[3] https://observer.globe.gov/documents/19589576/1076e347-8bcd-4eb0-9029-716a3a022842
[2] https://science.nasa.gov/earth-science/applied-sciences/making-space-for-earth/fighting-mosquitoes-from-space
[2] https://www.youtube.com/watch?v=_5yvPEUpPiY&feature=youtu.be

[1] https://twitter.com/i/web/status/1237498466550439936
[1] https://twitter.com/i/web/status/1238557945916305408
[1] https://twitter.com/i/web/status/1240035180913582080
[1] https://twitter.com/i/web/status/1241031748927893504
[1] https://twitter.com/i/web/status/1243588594117140481
[1] https://earthobservatory.nasa.gov/blogs/eokids/wp-content/uploads/sites/6/2018/08/EOKids_Spring508-1.pdf

Top URLs in Tweet in G10:
[4] https://citsci.geog.mcgill.ca/
[3] https://citsci.geog.mcgill.ca/en/educate
[2] http://citsci.geog.mcgill.ca
[2] https://citsci.geog.mcgill.ca
[2] https://citsci.geog.mcgill.ca/en/educate/curriculum
[1] https://twitter.com/Concordia/status/1264983263770226688
[1] https://citsci.geog.mcgill.ca/en/connect/blog
[1] https://twitter.com/i/web/status/1241776795663380480
[1] https://twitter.com/i/web/status/1242205960350896129
[1] https://twitter.com/i/web/status/1243614055035740161

Top Domains
Top Domains in Tweet in Entire Graph:
[813] twitter.com
[163] scistarter.org
[122] fold.it
[46] ac.uk
[40] eu-citizen.science
[35] scistarter.com
[30] citsci.org
[30] nasa.gov
[29] videohall.com
[27] youtube.com

Top Domains in Tweet in G1:
[251] twitter.com
[149] scistarter.org
[30] scistarter.com
[23] ted.com
[19] sciencefriday.com
[16] youtube.com
[9] member365.com
[8] thereporter.com
[7] eyewire.org
[7] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[149] twitter.com
[35] eu-citizen.science
[22] ac.uk
[9] org.uk
[7] citsci.org
[6] spotteron.net
[5] europa.eu
[4] discovermagazine.com
[4] scistarter.org
[3] citizen-science.at

Top Domains in Tweet in G3:
[41] twitter.com
[20] ac.uk
[2] bit.ly
[2] facebook.com
[2] citynaturechallenge.org
[2] scistarter.org
[2] smugmug.com
[1] co.uk
[1] naturalhistorymuseum.blog
[1] bumblebeewatch.org

Top Domains in Tweet in G4:
[38] twitter.com
[13] citsci.org
[8] citizenscienceassociation.org
[4] atlasobscura.com
[3] zoom.us
[3] org.au
[2] scistarter.org
[2] member365.com
[2] earthday.org
[2] citynaturechallenge.org

Top Domains in Tweet in G5:
[119] fold.it
[2] twitter.com

Top Domains in Tweet in G6:
[26] micropasts.org
[16] twitter.com
[2] allaboutbirds.org
[1] zooniverse.org

Top Domains in Tweet in G7:
[46] twitter.com
[19] usa.gov
[15] ow.ly
[3] usgs.gov
[1] geospatial-solutions.com

Top Domains in Tweet in G8:
[9] twitter.com
[8] zooniverse.org
[3] bto.org
[1] gov.uk

Top Domains in Tweet in G9:
[25] twitter.com
[24] nasa.gov
[13] globe.gov
[4] youtube.com
[1] facebook.com
[1] airnow.gov
[1] scistarter.org
[1] oceanvideolab.org
[1] zooniverse.org

Top Domains in Tweet in G10:
[22] twitter.com
[22] mcgill.ca
[1] theglobeandmail.com
[1] archives.gov
[1] ctvnews.ca
[1] cbc.ca
[1] theguardian.com
[1] gizmodo.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1640] citsci
[1563] citizenscience
[193] coronavirus
[180] covid19
[162] citynaturechallenge
[110] earthschool
[96] citscimonth
[96] mapping
[81] earthday
[74] citizensciencemonth



Top Hashtags in Tweet in G1:
[766] citsci
[763] citizenscience
[94] earthschool
[89] covid19
[72] citscimonth
[41] earthday
[36] citizensciencemonth
[27] coronavirus
[27] water
[22] communityscience

Top Hashtags in Tweet in G2:
[320] citizenscience
[236] citsci
[49] sdgs
[49] citynaturechallenge
[48] covid19
[27] coronavirus
[20] environmental
[19] openscience
[18] citizenscientist
[16] cnclondon2020

Top Hashtags in Tweet in G3:
[75] citynaturechallenge
[56] citsci
[42] citizenscience
[18] nature
[18] citizensciencemonth
[18] yyc
[16] getoutside
[10] biodiversity
[9] penguins
[8] worldsbiggestmuseumcoffeemorning

Top Hashtags in Tweet in G4:
[61] citizenscience
[28] citsci
[21] citynaturechallenge
[9] citizensciencemonth
[8] earthday
[8] earthchallenge2020
[6] science
[6] citizensciencmonth
[6] scicomm
[6] biodiversityday

Top Hashtags in Tweet in G5:
[120] coronavirus
[4] citizenscience
[4] citsci
[3] covid
[3] covid2019

Top Hashtags in Tweet in G6:
[62] citizenscience
[55] citsci
[2] citynaturechallenge
[2] volunteers
[1] hawkhappenings
[1] sciencefromhome
[1] archaeology
[1] drawmcgill
[1] water
[1] everydaywildlife

Top Hashtags in Tweet in G7:
[81] mapping
[52] tnmcorps
[43] citizenscience
[37] citsci
[35] gis
[32] usgs
[7] learnathome
[3] crowdsourcing
[2] earthday
[1] citizensciencmonth

Top Hashtags in Tweet in G8:
[37] wstc6
[21] citsci
[21] digsesh1
[18] seabird
[15] ornithology
[10] globalpandemic
[9] seabirds
[8] volunteers
[8] seabirdwatch
[4] job

Top Hashtags in Tweet in G9:
[33] citsci
[28] nasaathome
[25] nasago
[19] activitysaturdays
[15] earthday
[14] trees
[13] citizenscience
[10] globeathome
[9] clouds
[7] makeeverytreecount

Top Hashtags in Tweet in G10:
[43] citsci
[32] drawmcgill
[22] citizenscience
[17] datarescue
[11] historicalclimatology
[7] weatherdata
[7] canadatranscribes
[6] computervision
[6] machinelearning
[5] educatorexplorer

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[771] #citsci
[762] #citizenscience
[585] scistarter
[187] home
[180] science
[175] projects
[175] help
[169] project
[161] coopsciscoop
[160] citscimonth

Top Words in Tweet in G2:
[320] #citizenscience
[236] #citsci
[119] science
[107] eucitsciproject
[106] projects
[97] eucitsci
[89] join
[70] citizen
[67] spotteron
[62] project

Top Words in Tweet in G3:
[90] inaturalist
[81] take
[75] part
[75] #citynaturechallenge
[56] #citsci
[56] nhm_citsci
[54] today
[51] people
[51] nhm_ukbiodiv
[47] nhm_london

Top Words in Tweet in G4:
[61] #citizenscience
[44] citsci
[36] science
[28] #citsci
[22] citizen
[21] happy
[21] #citynaturechallenge
[18] help
[17] great
[14] today

Top Words in Tweet in G5:
[143] foldit
[122] design
[120] help
[120] proteins
[120] against
[120] #coronavirus
[119] today
[119] calling
[119] antiviral
[112] promising

Top Words in Tweet in G6:
[65] the_zooniverse
[64] adlerplanet
[62] #citizenscience
[56] #citsci
[37] help
[33] micropasts
[30] project
[29] dejpett
[28] 000
[26] fitzmuseum_uk

Top Words in Tweet in G7:
[111] map
[102] national
[101] corps
[93] usgs
[81] #mapping
[81] points
[79] citizen
[61] science
[52] #tnmcorps
[52] badge

Top Words in Tweet in G8:
[39] trends
[37] #wstc6
[32] breeding
[25] thanks
[23] report
[23] seabirds
[23] jncc_uk
[23] jncc_ukseabirds
[22] jncc
[22] pleased

Top Words in Tweet in G9:
[93] globeprogram
[44] home
[33] #citsci
[30] globe
[28] #nasaathome
[25] #nasago
[22] anniversary
[21] great
[20] help
[19] week

Top Words in Tweet in G10:
[42] #citsci
[40] drawmcgill
[32] #drawmcgill
[28] looking
[26] weather
[25] project
[22] #citizenscience
[22] time
[20] launch
[19] check

Top Word Pairs
Top Word Pairs in Tweet in G2:
[85] citizen,science
[69] #citizenscience,projects
[56] take,part
[52] 14,15
[46] eucitsci,mfnberlin
[43] #citsci,projects
[40] science,projects
[37] data,published
[37] published,updated
[37] updated,collection

Top Word Pairs in Tweet in G3:
[60] take,part
[39] part,#citynaturechallenge
[31] use,inaturalist
[30] regularly,use
[26] many,people
[23] nhm_london,closed
[23] closed,many
[20] people,self
[20] self,isolating
[20] isolating,mean

Top Word Pairs in Tweet in G4:
[71] citizen,science
[38] citsci,happy
[37] online,citizen
[36] science,systematic
[32] systematic,review
[31] review,effects
[30] effects,learning
[30] learning,scientific
[30] scientific,literacy
[30] live,stream

Top Word Pairs in Tweet in G5:
[20] against,#coronavirus
[10] today,calling
[8] calling,help
[8] help,design
[8] design,antiviral
[8] antiviral,proteins
[8] proteins,against
[8] foldit,today
[8] #coronavirus,promising
[7] video,update

Top Word Pairs in Tweet in G6:
[120] adlerplanet,#citizenscience
[119] #citizenscience,month
[119] become,part
[119] part,the_zooniverse
[119] the_zooniverse,#citizenscience
[119] #citizenscience,community
[119] #citsci,project
[115] adler,the_zooniverse
[110] lots,fitzmuseum_uk
[14] fitzmuseum_uk,#citsci

Top Word Pairs in Tweet in G7:
[28] national,map
[23] map,corps
[21] citizen,science
[21] corps,virtual
[21] awards,explained
[20] explained,week
[19] science,ing
[17] ing,national
[17] corps,offers
[17] offers,engaging

Top Word Pairs in Tweet in G8:
[101] jncc,pleased
[101] pleased,announce
[61] announce,latest
[40] latest,trends
[40] trends,breeding
[40] breeding,seabirds
[39] seabirds,available
[39] available,thanks
[39] thanks,smp
[39] smp,partnership

Top Word Pairs in Tweet in G9:
[22] home,#nasaathome
[22] #activitysaturdays,home
[22] #nasaathome,covered
[22] covered,lots
[22] lots,great
[22] globeprogram,#activitysaturdays
[22] great,#globeathomâ
[22] home,week
[22] week,fun
[22] fun,activities

Top Word Pairs in Tweet in G10:
[20] looking,something
[19] drawmcgill,looking
[19] field,seasons
[19] seasons,cancelled
[19] cancelled,students
[18] students,creative
[17] creative,super
[12] super,excited
[12] excited,launch
[12] launch,#citsci

Top Replied-To
Top Replied-To in Entire Graph:
@nhm_citsci
@eucitsciproject
@stemakers
@citsci_edu
@batgirlsteph78
@citsci
@drkerryane
@morethanweeds
@citscimonth
@danellehaake

Top Replied-To in G1:
@citsci_edu
@stemakers
@drkerryane
@citsci
@nsf
@citscimonth
@dublin_kshankar
@saverygo
@ultimatemegs
@snaudale

Top Replied-To in G2:
@eucitsciproject
@nhm_citsci
@danellehaake
@plosone
@claire_csg
@inosproject
@csaustria
@cos4cloud
@eucitsci
@lyr_shropshire

Top Replied-To in G3:
@batgirlsteph78
@morethanweeds
@nhm_citsci
@pgreenfielduk
@rebafay
@citnatchallenge
@sebhaggett
@staceyf_81
@mrscat9
@glennsumi

Top Replied-To in G4:
@citsci
@sleguil
@citscimonth
@earth_challenge
@jamesian
@mattwhitehill1
@csumcconnell
@sugarpinefndn
@citsciasia
@nhm_citsci

Top Replied-To in G6:
@jdaviesheritage
@festofnature
@paleymir

Top Replied-To in G7:
@billbrasky82
@herculamuffin
@mmnan89
@ldallman66
@karen_toman
@rmazor

Top Replied-To in G8:
@connie_tremlett
@animal__alice
@bburke88

Top Replied-To in G10:
@carrieantoniazz
@global_montreal
@sophiacol
@ed_hawkins

Top Mentioned
Top Mentioned in Entire Graph:
@scistarter
@citscimonth
@coopsciscoop
@citsciassoc
@inaturalist
@citsci
@foldit
@eucitsciproject
@globeprogram
@nhm_citsci

Top Mentioned in G1:
@scistarter
@coopsciscoop
@citscimonth
@citsciassoc
@jillfnugent
@scifri
@citsci
@drkerryane
@scicheer
@jessieloliver

Top Mentioned in G2:
@eucitsciproject
@eucitsci
@spotteron
@nhm_citsci
@_citizenscience
@mfnberlin
@inaturalist
@citsciassoc
@citsciasia
@scistarter

Top Mentioned in G3:
@inaturalist
@nhm_citsci
@nhm_london
@nhm_ukbiodiv
@weaselheadpark
@manusaunders
@citnatchallenge
@rebafay
@nhm_science

Top Mentioned in G4:
@citsci
@scistarter
@agu_scicomm
@inaturalist
@ignitefutures
@stream_tracker
@citscimonth
@earthdaynetwork
@naturemuseum
@theagu

Top Mentioned in G5:
@foldit
@uwproteindesign
@planetarydesign
@markdeloura

Top Mentioned in G6:
@the_zooniverse
@adlerplanet
@micropasts
@dejpett
@fitzmuseum_uk
@scifri
@cornellhawks
@camunivmuseums
@birdcamslab
@ahb108

Top Mentioned in G7:
@usgs
@usgstnm
@fedcitsci
@ldallman66
@strabo1767
@billbrasky82
@citsci
@pereriktorske
@karen_toman
@gss_ncm

Top Mentioned in G8:
@jncc_uk
@jncc_ukseabirds
@bto_nireland
@seabird_watch
@bobmmop
@bbs_birds
@ellingbry
@alexrissa
@seabirdcentre
@skomer_

Top Mentioned in G9:
@globeprogram
@scistarter
@woman_scientist
@nasa
@nasaearth
@donasascience
@fjordphyto
@nasastem
@nasa_langley
@tosoceanography

Top Mentioned in G10:
@drawmcgill
@carlyziter
@globeandmail
@niwa_nz
@met_acre
@maximlarrivee
@criemcirm
@citsciassoc
@ctvmontreal
@citsci

Top Tweeters
Top Tweeters in Entire Graph:
@lindaleeking
@thepoliticalcat
@john1966olsen
@lucysullivan888
@lechatnoire4
@alizardx
@astwisa
@ruisaldanha
@fleming77
@guardian

Top Tweeters in G1:
@lucysullivan888
@alizardx
@lobaoeletrico
@kcs39194
@nytimes
@thepowerofmeow
@mjoehlerich
@mardixon
@jamestown502
@toninhoevans

Top Tweeters in G2:
@latimes
@nthabiwabi
@portela_man
@scalarhumanity
@_open_science_
@oblitas_y
@sarfsee
@marqueting_ptdi
@bpsofficial
@pewresearch

Top Tweeters in G3:
@fleming77
@titis_erenoa
@tt85207533
@johnhar45782426
@macgyyver
@dariosailor86
@realscientists
@lcby
@ttm71010
@tweetonlondon

Top Tweeters in G4:
@janiecestaton
@evidencerobot
@13scidave
@citylab
@tracy_karin
@theagu
@undp
@nasa
@goodgreencity
@learnfromnature

Top Tweeters in G5:
@solon594bce
@cptleto
@jpsosa
@taqya
@cathcoste
@mogulazam
@littledesastre
@bugspriet
@salhaj
@gatekeeper_rote

Top Tweeters in G6:
@thepoliticalcat
@bluebirdtrini
@oasismountain
@4everanimalz1
@pfanderson
@safelibraries
@marianmme16513
@vrvalicento
@cimtrbl2
@dlvlk

Top Tweeters in G7:
@lindaleeking
@ruisaldanha
@ambeautifulshow
@lltwing
@shortstack81
@jdoaim
@2601manish
@mahanthanut
@johannesdreijer
@parvez1

Top Tweeters in G8:
@astwisa
@punkpuffin
@miguelmcminn
@riverm_hathaway
@j_pineo
@megloops
@natures_voice
@melindola
@ibis_journal
@bbcglos

Top Tweeters in G9:
@john1966olsen
@lalojimjuarez
@eloycam2012
@lulabelldesigns
@pamanes64
@miketiffy53
@shuelve
@allesundnix_
@codeforpdx
@iamashaverus

Top Tweeters in G10:
@globeandmail
@andrewmorrisuk
@mtlgazette
@hubofml
@global_montreal
@ctvmontreal
@cjad800
@cbcmontreal
@niche_canada
@ruth_mottram