citsci, Twitter, 3/18/2023 12:47:44 AM, 291460


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citsci_2023-03-17_17-36-00.xlsx
citsci_2023-03-17_17-36-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 18, 2023
Short Description:
citsci via NodeXL https://bit.ly/3JoAwYN
@citieshealtheu
@citsci_geek
@citscioz
@citsciassoc
@nhm_citsci
@stkildants
@scistarter
@eucitsci
@stepchangeeu
@spotteron

Top hashtags:
#citizenscience
#citsci
#h2020
#scicomm
#ecsa2022
#research
#distributedcomputing
#gis

Description:
Description
The graph represents a network of 2,742 Twitter users whose recent tweets contained "citsci", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 00:41 UTC.

The tweets in the network were tweeted over the 2790-day, 16-hour, 49-minute period from Monday, 27 July 2015 at 04:31 UTC to Friday, 17 March 2023 at 21:21 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 2742
Unique Edges : 3487
Edges With Duplicates : 10982
Total Edges : 14469
Number of Edge Types : 8
Retweet : 3335
MentionsInRetweet : 5820
Mentions : 2321
Quote : 209
Replies to : 363
MentionsInReplyTo : 1475
MentionsInQuote : 474
Tweet : 472
Self-Loops : 938
Reciprocated Vertex Pair Ratio : 0.0982437836897931
Reciprocated Edge Ratio : 0.178910702976567
Connected Components : 76
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 2422
Maximum Edges in a Connected Component : 13807
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.439964
Graph Density : 0.000840360508803961
Modularity : 0.330948
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,742 Twitter users whose recent tweets contained "citsci", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 00:41 UTC.

The tweets in the network were tweeted over the 2790-day, 16-hour, 49-minute period from Monday, 27 July 2015 at 04:31 UTC to Friday, 17 March 2023 at 21:21 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[52] https://www.usgs.gov/core-science-systems/ngp/tnm-corps/recognition-program
[51] https://nzfp.niwa.co.nz
[39] https://www.frontiersin.org/articles/10.3389/frma.2022.988544/full
[30] https://zenodo.org/record/7004061#.YxrVMS8w0_O
[29] https://zenodo.org/record/6005549#.YgJ1p-7MLRN
[26] https://www.frontiersin.org/research-topics/48185/bridging-citizen-science-and-science-communication
[21] https://cstrack.eu/format/reports/how-to-write-project-descriptions/
[20] https://citsci.geog.mcgill.ca/en//transcribe
[19] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs43586-022-00144-4
[18] https://eu-citizen.science/

Top URLs in Tweet in G1:
[38] https://www.frontiersin.org/articles/10.3389/frma.2022.988544/full
[30] https://zenodo.org/record/7004061#.YxrVMS8w0_O
[29] https://zenodo.org/record/6005549#.YgJ1p-7MLRN
[24] https://www.frontiersin.org/research-topics/48185/bridging-citizen-science-and-science-communication
[21] https://cstrack.eu/format/reports/how-to-write-project-descriptions/
[18] https://eu-citizen.science/
[18] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs43586-022-00144-4
[13] https://cstrack.eu/format/graphical-article/how-does-the-citizen-science-community-use-hashtags-when-discussing-e-health/
[12] https://theoryandpractice.citizenscienceassociation.org/article/10.5334/cstp.500/
[10] https://cstrack.eu/format/graphical-article/a-short-introduction-to-the-cs-track-analytics-workbench/

Top URLs in Tweet in G2:
[12] https://twitter.com/CitSciMonth/status/1568591286747406337/photo/1
[7] https://scistarter.org/scistarter-live-the-essential-citizen-science-gift
[7] https://www.sciencefriday.com/articles/celebrate-biodiversity-for-citizen-science-month/
[6] https://linktr.ee/gsbioblitz
[5] https://scistarter.org/snow-tweets
[5] https://scistarter.org/training
[5] http://www.inaturalist.org/
[4] https://scistarter.org/iguanas-from-above
[4] https://scistarter.org/Affiliates/Cedar-Creek-Eyes-on-the-Wild-Affiiates
[4] https://twitter.com/CitSciMonth/status/1595036902939582465/photo/1

Top URLs in Tweet in G3:
[4] https://twitter.com/seabird_watch/status/1622954306839216128/photo/1
[2] https://twitter.com/jdavies826/status/1600074998919708673/photo/1
[1] https://twitter.com/StKildaNTS/status/1559182471002001408/photo/1
[1] https://seabirdwatch.org
[1] https://twitter.com/seabird_watch/status/1633767052186992640/photo/1
[1] https://www.zooniverse.org/projects/penguintom79/seabirdwatch
[1] https://twitter.com/seabird_watch/status/1620015996458385408/photo/1
[1] https://twitter.com/IBIS_journal/status/1576920412340031490
[1] https://bou.org.uk/conferences-and-meetings/bouasm22-keynotes/
[1] https://twitter.com/Ellingbry/status/1579427734585237505/photo/1

Top URLs in Tweet in G4:
[12] https://www.nhm.ac.uk/about-us/national-impact/national-education-nature-park-and-climate-action-awards-scheme.html
[4] https://twitter.com/wildscotplace/status/1559122074270109697/photo/1
[4] https://twitter.com/NatCen/status/1583434255744409601/photo/1
[3] https://twitter.com/NHM_CitSci/status/1578369750992052225/photo/1
[3] https://preview.tinyurl.com/ewa-citsci-volunteer-form
[3] https://twitter.com/rmounce/status/1568630873251057664/photo/1
[2] https://www.nhm.ac.uk/content/dam/nhmwww/our-science/our-work/science-society-skills/amc21001-learn-citi-sci-guide-web.pdf
[2] https://twitter.com/abigailjayne26/status/1570882378217951233/photo/1
[2] https://twitter.com/LouiseMc_sdt/status/1567777724994912256/photo/1
[2] https://twitter.com/LouiseMc_sdt/status/1570773358027079681/photo/1

Top URLs in Tweet in G5:
[4] https://twitter.com/spotteron/status/1569204209916035074/photo/1
[3] https://twitter.com/Earthwatch_Aus/status/1576753932201771008/photo/1
[3] https://twitter.com/Earthwatch_Aus/status/1579290649672953856/photo/1
[3] https://twitter.com/Earthwatch_Aus/status/1580015415895289856/photo/1
[2] https://www.spotteron.net/about/citizen-science-in-horizon-europe-partnerships
[2] https://www.spotteron.net/citizen-science-app-features/community-pack
[2] https://www.spotteron.net/blog-and-news/ecsa-european-citizen-science-conference-2022-takes-place-in-october-in-berlin-meet-us-there
[2] https://www.spotteron.net/blog-and-news/discover-how-the-makenya-citizen-science-app-is-helping-to-protect-kenya-mammals-video
[2] https://twitter.com/Earthwatch_Aus/status/1582189749963411456/photo/1
[1] https://researchgate.net/project/SPOTTERON-Citizen-Science-App-Platform

Top URLs in Tweet in G6:
[12] https://www.deccanherald.com/science-and-environment/citizen-science-in-research-1187751.html
[6] https://citsci-india.org/registration/
[5] https://citsci-india.org/submit/
[2] https://appliedecologistsblog.com/2022/11/08/research-stories-strava-gbif-and-citizen-science/
[2] https://www.frontiersin.org/research-topics/48185/bridging-citizen-science-and-science-communication
[2] https://twitter.com/nvgpal79/status/1609089667118559232/photo/1
[2] https://citsci-india.org/
[1] https://paper.li/PraxisMedHat/1412928780?edition_id=0c3346f0-980c-11ed-967d-fa163e65ae25
[1] https://theoryandpractice.citizenscienceassociation.org/article/10.5334/cstp.500/
[1] https://elkodaily.com/lifestyles/outdoors/outside-guide-the-power-of-citizen-science/article_1ee5221a-726d-11ed-a569-d3b831011f11.html

Top URLs in Tweet in G7:
[4] https://apps.apple.com/us/app/dryrivers/id1593273058
[4] https://play.google.com/store/apps/details?id=com.dryrivers
[4] https://twitter.com/DRYvER_CitSci/status/1580843877229277184/photo/1
[3] https://twitter.com/Hydrobiology_UP/status/1580904291534897152/photo/1
[3] https://twitter.com/Hydrobiology_UP/status/1564232636398174209/photo/1
[3] https://survey123.arcgis.com/share/129b0a4682a2465da20c8253b8e9146c
[2] https://twitter.com/tdatry/status/1598354796640993288/photo/1
[1] https://twitter.com/DRYvER_CitSci/status/1565601418177822720/photo/1
[1] https://twitter.com/DRYvER_CitSci/status/1564926860148056065/photo/1
[1] https://twitter.com/DRYvER_CitSci/status/1564517084167651334/photo/1

Top URLs in Tweet in G8:
[15] https://www.rechenkraft.net/
[5] https://rdr.ucl.ac.uk/articles/media/Open_Science_a_practical_guide_for_PhD_students/20585898/1
[4] https://twitter.com/MWNautilus/status/1579114858603171840/photo/1
[4] https://www.popsci.com/technology/audubon-bird-migration-explorer/
[4] https://twitter.com/Rechenkraft_net/status/1587454515640508417/photo/1
[4] https://twitter.com/Rechenkraft_net/status/1614626895718453254/photo/1
[4] https://twitter.com/Rechenkraft_net/status/1603423754578632704/photo/1
[3] https://twitter.com/Rechenkraft_net/status/1586289220486062081/photo/1
[3] https://twitter.com/Rechenkraft_net/status/1584125943622565888/photo/1
[2] https://app.fillout.com/t/esDGuRswWfus

Top URLs in Tweet in G9:
[4] https://www.pbs.org/newshour/science/not-all-scientists-wear-lab-coats-volunteers-are-fueling-research-nationwide
[3] https://twitter.com/ldpharr/status/1562518187979476998/photo/1
[1] https://twitter.com/murryloub/status/1587614043350736896
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0277223
[1] https://twitter.com/naturallywild__/status/1591156688765288461
[1] https://secure.givelively.org/donate/citizen-science-association/celebrating-10-years
[1] https://arxiv.org/abs/2211.02288
[1] https://arxiv.org/abs/2210.11140
[1] https://theoryandpractice.citizenscienceassociation.org/articles/10.5334/cstp.82/
[1] https://www.amazon.com/-/es/CAREN-COOPER/dp/6079805944

Top URLs in Tweet in G10:
[4] https://www.noaa.gov/education/resource-collections/education-at-home/citizen-science
[4] https://twitter.com/IRSCTheRiver/status/1560235160297168896/photo/1
[3] https://www.sciencelearn.org.nz/citizen_science
[2] https://twitter.com/atree_org/status/1635862332739063809/photo/1
[2] https://twitter.com/NZScienceLearn/status/1580316471233695745/photo/1
[1] https://twitter.com/NASA360/status/1624076978763726848
[1] https://twitter.com/the_zooniverse/status/1635668059259039755
[1] https://twitter.com/atree_org/status/1635862332739063809
[1] https://twitter.com/KakaniKatija/status/1526350830902726657?t=sHShkQBWtb3OTClZ5T3M9g&s=19
[1] https://twitter.com/WILDLABSNET/status/1569249089182732288

Top Domains
Top Domains in Tweet in Entire Graph:
[1696] twitter.com
[104] cstrack.eu
[102] zenodo.org
[89] scistarter.org
[81] frontiersin.org
[70] usgs.gov
[56] co.nz
[41] youtube.com
[37] ac.uk
[33] europa.eu

Top Domains in Tweet in G1:
[596] twitter.com
[104] cstrack.eu
[98] zenodo.org
[73] frontiersin.org
[31] europa.eu
[28] youtube.com
[25] citizenscienceassociation.org
[25] sissa.it
[24] hypotheses.org
[21] nature.com

Top Domains in Tweet in G2:
[224] twitter.com
[69] scistarter.org
[11] inaturalist.org
[10] com.au
[7] sciencefriday.com
[7] youtube.com
[6] org.au
[6] linktr.ee
[3] viglink.com
[3] stallcatchers.com

Top Domains in Tweet in G3:
[16] twitter.com
[2] org.uk
[1] seabirdwatch.org
[1] zooniverse.org
[1] nature.com

Top Domains in Tweet in G4:
[52] twitter.com
[18] ac.uk
[5] tinyurl.com
[2] earthwiseaware.org
[2] naturalhistorymuseum.blog
[2] inaturalist.org
[1] theconversation.com
[1] soundcloud.com
[1] scistarter.org
[1] co.za

Top Domains in Tweet in G5:
[59] twitter.com
[27] spotteron.net
[1] researchgate.net
[1] spotteron.com
[1] mastodon.social
[1] org.au
[1] scistarter.org
[1] minagris.eu
[1] frontiersin.org
[1] undp.org

Top Domains in Tweet in G6:
[23] twitter.com
[15] citsci-india.org
[12] deccanherald.com
[8] wordpress.com
[3] frontiersin.org
[2] paper.li
[2] appliedecologistsblog.com
[1] citizenscienceassociation.org
[1] elkodaily.com
[1] scistarter.org

Top Domains in Tweet in G7:
[25] twitter.com
[5] google.com
[4] apple.com
[3] arcgis.com
[2] francetvinfo.fr
[2] youtube.com
[1] wiley.com

Top Domains in Tweet in G8:
[111] twitter.com
[27] rechenkraft.net
[7] boincfast.ru
[6] ac.uk
[5] my-firewall.org
[5] myfirewall.org
[5] primegrid.com
[4] popsci.com
[4] ithena.net
[4] sidock.si

Top Domains in Tweet in G9:
[12] twitter.com
[4] pbs.org
[3] ac.uk
[2] arxiv.org
[2] co.uk
[2] theguardian.com
[1] plos.org
[1] givelively.org
[1] citizenscienceassociation.org
[1] amazon.com

Top Domains in Tweet in G10:
[29] twitter.com
[5] noaa.gov
[5] org.nz
[2] zooniverse.org
[1] planethunters.org
[1] navy.mil
[1] citsci.nz
[1] stallcatchers.com
[1] scistarter.org
[1] crowdthetap.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2000] citizenscience
[1949] citsci
[244] h2020
[188] scicomm
[158] ecsa2022
[93] research
[92] distributedcomputing
[92] gis
[92] usgs
[90] tnmcorps



Top Hashtags in Tweet in G1:
[1187] citizenscience
[1028] citsci
[243] h2020
[115] ecsa2022
[99] scicomm
[80] research
[64] funding
[40] ssh
[39] coeso
[37] workshop

Top Hashtags in Tweet in G2:
[222] citizenscience
[197] citsci
[47] asc2023
[38] scicomm
[15] science
[14] gsb2022
[14] authenticlearning
[13] stem
[11] greatsouthernbioblitz
[10] scienceweek

Top Hashtags in Tweet in G3:
[61] longshot
[61] stkilda
[61] gannet
[34] bouasm22
[23] ornithology
[13] sesh5
[12] seabirdwatch
[11] citsci
[5] citizenscience
[2] volunteers

Top Hashtags in Tweet in G4:
[22] citizenscience
[19] communityscience
[17] biodiversity
[8] ecsa2022
[7] citsci
[7] data
[6] slplus22
[4] ggp22
[4] greatbritishbeachclean
[3] bigseaweedsearch

Top Hashtags in Tweet in G5:
[117] citizenscience
[50] citsci
[13] ecsa2022
[5] horizoneu
[5] wildlife
[5] climatewatch
[5] lomandra
[5] earthwatch
[5] biodiversitymonth
[4] horizon2020

Top Hashtags in Tweet in G6:
[50] citizenscience
[41] citsci
[34] citsciindia2022
[31] indiaves
[29] birdnov
[29] birdnov22
[27] scicomm
[23] birds
[22] birding
[22] birdwatching

Top Hashtags in Tweet in G7:
[17] dryrivers
[11] drought
[11] rivière
[9] rivièreintermittente
[9] france
[8] record
[8] water
[8] citizenscience
[7] winter
[7] rain

Top Hashtags in Tweet in G8:
[115] citsci
[113] citizenscience
[89] distributedcomputing
[84] volunteercomputing
[81] rechenkraft
[80] boinc
[75] dc
[75] vc
[36] openaccess
[26] diy

Top Hashtags in Tweet in G9:
[36] citsci
[34] citizenscience
[11] communityscience
[10] data
[8] ethics
[8] agu22
[6] community
[5] governance
[5] environmental
[3] ncstate_envfy

Top Hashtags in Tweet in G10:
[23] citsci
[13] citizenscience
[6] stem
[6] science
[3] earthday
[3] steam
[3] research
[3] engineering
[3] computerscience
[3] coding

Top Words
Top Words in Tweet in Entire Graph:
[2000] #citizenscience
[1949] #citsci
[999] science
[799] citizen
[631] project
[492] more
[389] cstrackproject
[323] citieshealtheu
[317] citsci_geek
[302] projects

Top Words in Tweet in G1:
[1187] #citizenscience
[1028] #citsci
[575] science
[484] citizen
[380] cstrackproject
[346] project
[271] more
[268] citieshealtheu
[243] #h2020
[190] projects

Top Words in Tweet in G2:
[253] citsci_geek
[222] #citizenscience
[197] #citsci
[128] citscioz
[120] science
[96] scistarter
[94] inaturalist
[87] citizen
[75] gsbioblitz
[70] project

Top Words in Tweet in G3:
[92] we've
[62] photos
[61] anyone
[61] #longshot
[61] #stkilda
[61] collected
[61] colonies
[61] #gannet
[61] august
[61] year

Top Words in Tweet in G4:
[73] nhm_citsci
[67] science
[44] seaweed
[42] search
[39] project
[34] big
[30] citizen
[24] learning
[22] community
[22] #citizenscience

Top Words in Tweet in G5:
[117] #citizenscience
[99] spotteron
[50] #citsci
[39] apps
[36] project
[36] app
[22] data
[22] projects
[18] work
[17] more

Top Words in Tweet in G6:
[51] day
[50] #citizenscience
[41] #citsci
[38] theechonetwork
[35] conference
[34] #citsciindia2022
[33] science
[31] #indiaves
[31] citizen
[31] india

Top Words in Tweet in G7:
[60] dryver_citsci
[29] survey
[22] dryver_h2020
[18] qu
[17] #dryrivers
[16] tdatry
[14] science
[13] open
[13] still
[13] citizen

Top Words in Tweet in G8:
[115] #citsci
[113] #citizenscience
[89] #distributedcomputing
[84] #volunteercomputing
[81] #rechenkraft
[79] #boinc
[75] #vc
[75] #dc
[39] projekt
[36] #openaccess

Top Words in Tweet in G9:
[36] #citsci
[34] #citizenscience
[28] coopsciscoop
[22] citsciassoc
[17] data
[15] science
[13] paper
[12] work
[11] great
[11] book

Top Words in Tweet in G10:
[26] project
[23] #citsci
[13] #citizenscience
[12] help
[11] science
[9] week
[8] primary
[8] research
[7] amazing
[7] world

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[666] citizen,science
[319] #citsci,#citizenscience
[185] #citizenscience,#citsci
[180] #citizenscience,project
[164] learn,more
[109] cs,track
[104] #h2020,#citsci
[96] #citsci,#h2020
[93] project,description
[93] meet,colleague

Top Word Pairs in Tweet in G1:
[393] citizen,science
[145] #citizenscience,project
[140] #citsci,#citizenscience
[137] learn,more
[108] cs,track
[104] #h2020,#citsci
[96] #citsci,#h2020
[94] #citizenscience,#citsci
[93] meet,colleague
[91] project,description

Top Word Pairs in Tweet in G2:
[71] citizen,science
[40] #citsci,#citizenscience
[32] oh,christmas
[32] christmas,beetle
[30] citsci_geek,citscioz
[23] using,inaturalist
[23] citscioz,citsci_geek
[22] science,project
[17] #citizenscience,project
[16] beetle,oh

Top Word Pairs in Tweet in G3:
[61] anyone,photos
[61] photos,#stkilda
[61] we've,collected
[61] august,year
[61] #longshot,anyone
[61] #stkilda,#gannet
[61] #gannet,colonies
[61] colonies,august
[61] year,we've
[60] collected,phot

Top Word Pairs in Tweet in G4:
[41] seaweed,search
[33] big,seaweed
[30] citizen,science
[17] community,science
[16] nhm_citsci,recruiting
[15] science,learning
[14] science,officer
[13] adaptation,big
[12] colleague,ana
[12] deadline,31

Top Word Pairs in Tweet in G5:
[31] #citizenscience,apps
[16] work,young
[16] #citizenscience,complying
[16] people,#citizenscience
[16] requires,appropriate
[16] young,people
[16] laws,parental
[16] parental,consent
[16] privacy,laws
[16] complying,privacy

Top Word Pairs in Tweet in G6:
[31] citizen,science
[29] #birdnov,#birdnov22
[24] #birdnov22,#indiaves
[24] 26th,nov
[19] citsci,india
[17] nvgpal79,day
[14] india,2022
[12] #citizenscience,#scicomm
[12] science,india
[12] #bird,#birds

Top Word Pairs in Tweet in G7:
[13] freshwater,citizen
[13] citizen,science
[13] appreciate,help
[13] open,appreciate
[13] still,open
[13] sharing,survey
[13] science,europe
[13] help,sharing
[13] europe,still
[13] survey,freshwater

Top Word Pairs in Tweet in G8:
[75] #dc,#vc
[32] #volunteercomputing,#citsci
[32] #boinc,#volunteercomputing
[32] #distributedcomputing,#citizenscience
[32] #vc,#volunteercomputing
[31] #citizenscience,#citsci
[29] #vc,#boinc
[26] #citsci,#rechenkraft
[23] article,#openhardware
[23] global,transformation

Top Word Pairs in Tweet in G9:
[10] #citizenscience,scistarter
[10] scistarter,inspired
[10] 25,coopsciscoop
[10] coopsciscoop,work
[10] chapter,book
[10] inspired,write
[10] write,chapter
[10] work,#citizenscience
[9] nursepatmacrn,25
[9] data,governance

Top Word Pairs in Tweet in G10:
[8] primary,science
[7] science,week
[5] drink,remains
[5] 21yrs,old
[5] amazing,sungrazer
[5] #citizenscience,much
[5] explore,head
[5] 2023,#citizenscience
[5] old,legally
[5] heads,nz

Top Replied-To
Top Replied-To in Entire Graph:
@citsci_geek
@citscioz
@abigailjayne26
@luisemanning1
@gsbioblitz
@tundra_citsci
@s_voigtheucke
@letstalkscicomm
@mellamosummer
@dryver_citsci

Top Replied-To in G1:
@s_voigtheucke
@weersprookjes
@dilekfraisl1
@kazza264
@citsci_geek
@eucitsciproject
@ohtosabel
@raijahamalainen
@coesoeu
@agorageproject

Top Replied-To in G2:
@citsci_geek
@citscioz
@gsbioblitz
@luisemanning1
@deplazesevelyne
@letstalkscicomm
@gainbioblitz
@chemistrygleek
@tossgas
@imerinet

Top Replied-To in G3:
@theseabirdgroup

Top Replied-To in G4:
@abigailjayne26
@mellamosummer
@ndevere
@steveroebatman
@aanailse
@ninabgallo
@ecolegsazer1
@lizch
@naomislade
@iolowilliams2

Top Replied-To in G5:
@claugobel

Top Replied-To in G6:
@yuvan_aves
@indiantimbre
@kushanarchy

Top Replied-To in G7:
@dryver_citsci
@profjuliamo1
@tdatry
@albert_ruhi
@embimos_citsci
@_globalcrisis_

Top Replied-To in G8:
@sensanders
@cstroeckw
@boincnetwork
@sanfordrnalab

Top Replied-To in G9:
@dr_nick_hacking
@skyglowberlin
@ibercivis
@johnrsports
@yaelago1
@mbalgopal
@coopsciscoop

Top Replied-To in G10:
@rolandkays
@emuv4

Top Mentioned
Top Mentioned in Entire Graph:
@cstrackproject
@citieshealtheu
@citsci_geek
@citscioz
@eucitsci
@stepchangeeu
@citsciassoc
@time4cs
@spotteron
@scistarter

Top Mentioned in G1:
@cstrackproject
@citieshealtheu
@stepchangeeu
@eucitsci
@time4cs
@citsciassoc
@coesoeu
@citscinl
@citscioz
@yaelago1

Top Mentioned in G2:
@citsci_geek
@citscioz
@scistarter
@inaturalist
@gsbioblitz
@luisemanning1
@citscimonth
@atlaslivingaust
@citieshealtheu
@brinchekscience

Top Mentioned in G3:
@stkildants
@seabird_watch
@ellingbry
@birdpacker
@mmuecolenv
@tomsquires10
@rspbscience
@timelapsefilms
@n_t_s
@arjundevamar

Top Mentioned in G4:
@nhm_citsci
@learn_citsci
@mcsuk
@nhm_london
@nccpe
@aristeidoum
@juliet_seaweeds
@walesbotanic
@nhm_science
@abigailjayne26

Top Mentioned in G5:
@spotteron
@earthwatch_aus
@eucitsci
@davidroybrc
@horizoneu
@ouroutdoorsuk
@scphrp
@atlaslivingaust
@youcountproject

Top Mentioned in G6:
@theechonetwork
@nvgpal79
@indiaves
@salembirds
@deccanherald
@rupsykhurana
@wwfindia
@ncfindia
@citieshealtheu
@yuvan_aves

Top Mentioned in G7:
@dryver_citsci
@dryver_h2020
@tdatry
@effs_efyr
@ecoflows
@maisondelaradio
@latacfi
@mathieuvidard
@zszcsabai
@wateratleeds

Top Mentioned in G8:
@mwnautilus
@rechenkraft_net
@primegrid
@eternagame
@sidockproject
@foldingathome
@denisproject_en
@milkywayathome
@gpugrid
@wcgrid

Top Mentioned in G9:
@coopsciscoop
@citsciassoc
@scistarter
@naturallywild__
@nursepatmacrn
@citsci
@citieshealtheu
@ncstatecnr
@ncstate_fer
@paigeurbaneco

Top Mentioned in G10:
@the_zooniverse
@noaa
@nzsciencelearn
@sungrazercomets
@adlerplanet
@nzscienceteachr
@donasascience
@kakanikatija
@wildlabsnet
@newscience101

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@lizditz
@education_24x7
@andrewmorrisuk
@ricardo_ik_ahau
@areck0001
@mariecolemanao
@forbes
@akwyz
@pyscalellc

Top Tweeters in G1:
@lizditz
@bot_twlehrerz
@news18dotcom
@b0tsci
@gquerci
@thetimes
@mardixon
@techcrunch
@chabis_ch
@theatlantic

Top Tweeters in G2:
@amazonhelp
@andrewmorrisuk
@areck0001
@mariecolemanao
@forbes
@abcnews
@taximanf100
@platypusadmirer
@srzjwalters
@temptoetiam

Top Tweeters in G3:
@macharoesink
@bookduke
@szikratigris
@greengrumbler
@fitalass
@wyliehorn
@bearlykat
@cm_bagot
@maryschmoller
@bjstoner2

Top Tweeters in G4:
@imagine_garden
@amongstwits
@haggewoods
@ecology_tweets
@silvaattwitta
@unam_mx
@_bct_
@flygirlnhm
@sinjoroeng
@rmounce

Top Tweeters in G5:
@tanolanus2
@nelsonclaudiof1
@pykalisto_pasi
@libardopez
@epronaki
@klausriede
@cictmar
@r_1990npshskya
@desalvogloria
@undp

Top Tweeters in G6:
@deccanherald
@britnatureguide
@birdwatchingmy
@bookrecommende7
@vishuadv
@indiaves
@eventcentralme
@snshindol
@nehaa_sinha
@praxismedhat

Top Tweeters in G7:
@malineonline
@defensa_fuentes
@ipbes
@rose39350
@geografoandaluz
@sabagape
@latacfi
@adrien_scarso
@ahegalicia
@mathieuvidard

Top Tweeters in G8:
@ricardo_ik_ahau
@pyscalellc
@pranesh
@jasonwilliamsny
@iamgabbarson
@plosbiology
@sensanders
@k_naohero13
@alexandrelopez
@mwnautilus

Top Tweeters in G9:
@circlereader
@cbl2
@llynneirwin
@shortribninja
@wireduk
@theagu
@calvincupini
@shesinscrubs
@ncsg_katiem
@emmacrockerdnp

Top Tweeters in G10:
@education_24x7
@stem_ai
@paleonut_
@leroi_o
@monika_staesche
@nzsciencelearn
@digimaverick
@johnwal47517530
@newscience101
@adlerplanet