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citsci_2022-02-25_17-06-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 26, 2022
Short Description:
citsci via NodeXL https://bit.ly/3HmdqPB
@citieshealtheu
@citsci_geek
@coesoeu
@nhm_citsci
@cstrackproject
@citscioz
@scistarter
@anecdata_org
@eucitsciproject
@citsci

Top hashtags:
#citizenscience
#citsci
#coeso
#socialsciences
#opencall
#h2020
#humanities
#sdgs

Description:
Description
The graph represents a network of 2,021 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, 26 February 2022 at 01:12 UTC.

The requested start date was Saturday, 26 February 2022 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 115-day, 13-hour, 59-minute period from Monday, 01 November 2021 at 07:01 UTC to Thursday, 24 February 2022 at 21:00 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 : 2021
Unique Edges : 2316
Edges With Duplicates : 6830
Total Edges : 9146
Number of Edge Types : 5
Retweet : 2417
MentionsInRetweet : 3755
Mentions : 2356
Replies to : 186
Tweet : 432
Self-Loops : 454
Reciprocated Vertex Pair Ratio : 0.083139684998709
Reciprocated Edge Ratio : 0.153516090584029
Connected Components : 67
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 1772
Maximum Edges in a Connected Component : 8750
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.253948
Graph Density : 0.00102757678043905
Modularity : 0.350545
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,021 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, 26 February 2022 at 01:12 UTC.

The requested start date was Saturday, 26 February 2022 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 115-day, 13-hour, 59-minute period from Monday, 01 November 2021 at 07:01 UTC to Thursday, 24 February 2022 at 21:00 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:
[64] https://zenodo.org/record/5653454#.YYuAtb1Bx8Y
[25] https://eu-citizen.science/
[21] https://conferences.au.dk/citsci2022/
[21] https://zenodo.org/record/5589618#.YdwzlFjMKAm
[21] https://liebesbriefarchiv.de/
[20] https://zenodo.org/record/5026192
[20] https://t.co/hrUgBiqi2J
[18] https://www.nhm.ac.uk/take-part/citizen-science/slime-search.html
[18] http://citsci.geog.mcgill.ca/en/users/sign_in
[14] https://rockymountainwild.org/eawr

Top URLs in Tweet in G1:
[61] https://zenodo.org/record/5653454#.YYuAtb1Bx8Y
[23] https://eu-citizen.science/
[21] https://zenodo.org/record/5589618#.YdwzlFjMKAm
[20] https://zenodo.org/record/5026192
[19] https://conferences.au.dk/citsci2022/
[13] https://coeso.hypotheses.org/about/open-call
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269285
[9] https://actionproject.eu/a-preview-of-our-recommendations-to-mainstream-citizen-science/
[9] https://mailchi.mp/0ec4a13ff005/eu-citizenscience-final-newsletter?e=28d14b1774
[8] https://cstrack.eu/format/opinion/why-is-the-protection-of-online-privacy-important-to-the-citizen-science-community-an-interview-with-huma-shah-from-the-csi-cop/

Top URLs in Tweet in G2:
[9] https://www.timeshighereducation.com/news/citizen-science-makes-breakthrough-post-pandemic
[7] https://www.discovermagazine.com/health/whats-the-secret-to-a-great-citizen-science-project
[6] https://blog.scistarter.org/2021/12/the-top-21-citizen-science-projects-of-2021/
[4] https://www.discovermagazine.com/the-sciences/four-people-four-different-paths-into-citizen-science
[4] https://scistarter.org/finder?filters=1
[3] https://blogs.lse.ac.uk/impactofsocialsciences/2022/02/23/when-collaboration-becomes-co-optation-citizen-science-as-public-relations/
[3] https://protectourwinters.org/community-snow-observations/
[3] https://scistarter.org/finder?SDG=SDG_15
[3] https://scistarter.org/coralwatch
[3] https://www.discovermagazine.com/the-sciences/science-by-the-people

Top URLs in Tweet in G3:
[6] https://www.birdcount.org/
[3] https://blog.csiro.au/citizen-science-disaster-recovery/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267003
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269285
[2] https://greatsouthernbiobl.wixsite.com/website/post/betty-s-bay-bioblitz
[2] https://www.inaturalist.org/projects/mozzie-monitors-australia
[2] https://twitter.com/all_isee/status/1472463040859697152
[2] https://lbdscience.com/learning-by-doing-research/mapping-citizen-science-to-the-australian-curriculum/
[2] https://www.eventbrite.com.au/e/big-bushfire-bioblitz-registration-206905017477
[2] https://www.inaturalist.org/projects/christmas-beetle-count

Top URLs in Tweet in G4:
[18] https://www.nhm.ac.uk/take-part/citizen-science/slime-search.html
[8] https://www.nhm.ac.uk/take-part/citizen-science/genepools.html
[2] https://conferences.au.dk/citsci2022/
[1] https://www.findaphd.com/phds/project/reducing-the-awarding-gap-and-improving-the-student-experience-by-imbedding-citizen-science-approaches-in-the-teaching-of-biological-sciences/?p141706&fbclid=IwAR19lD48ldTPftOfDz4_PgmroZrOMQeGPyNG9KFI2KYSrx33Tiwp2AnNm90
[1] https://www.nhm.ac.uk/take-part/citizen-science.html
[1] https://ucl.zoom.us/meeting/register/tJ0vcuyurTgjG90xhO-_BtXGObSqwFygOyRN
[1] https://twitter.com/SDG1864/status/1471156742046244875
[1] https://twitter.com/SciencesNCL/status/1468580436779675659
[1] https://www.nhm.ac.uk/take-part/citizen-science/genepools.html?utm_source=tw-link-post-20211205-jfm&utm_medium=social&utm_campaign=citizen-science
[1] https://twitter.com/nhm_citsci/status/1463086693909770242

Top URLs in Tweet in G5:
[10] https://www.spotteron.net/
[2] https://www.spotteron.net/blog-and-news/phenology-projects-on-the-spotteron-citizen-science-platform
[2] https://www.spotteron.net/about/how-it-works
[2] https://www.spotteron.net
[2] https://www.spotteron.net/citizen-science-app-features
[2] https://www.spotteron.net/apps
[2] https://www.spotteron.net/blog-and-news/the-science-of-citizen-science-book-has-been-published-free-ebook
[2] https://www.spotteron.net/blog-and-news/a-milestone-for-citizen-science-spotteron-3-is-here
[2] https://bou.org.uk/event/citizen-science-and-birds-bouasm22/
[1] https://penntoday.upenn.edu/news/better-estimate-tick-numbers-citizen-science-data

Top URLs in Tweet in G6:
[1] https://twitter.com/CitSciAssoc/status/1466178445944266752
[1] https://nquire.org.uk
[1] https://docs.google.com/forms/d/e/1FAIpQLSczBGpbMYUAcQ76jjg2K53Qd-Rg-PSumjIVBoboRBCs1aw2CQ/viewform?usp=send_form
[1] https://www.eventbrite.co.uk/e/introduction-to-citizen-science-scope-methodology-tools-and-practices-tickets-270897290087
[1] https://medium.com/citizenscience-asia/citsciasia-meets-the-santinel-project-d7e8ce3a1023
[1] https://us02web.zoom.us/j/83786185937
[1] https://twitter.com/action4cs/status/1460243769232699394
[1] https://www.mdpi.com/2075-4450/12/12/1117
[1] https://drive.google.com/drive/mobile/folders/1URmY4tFT3_MQ-UMwUpY7tBBTeoBuTxMD?usp=sharing
[1] https://accounts.google.com/ServiceLogin?service=wise&passive=1209600&continue=https://docs.google.com/forms/d/e/1FAIpQLSdWI0IRAfLlvp3VPwyJBlZXAaP3IZ8vgPSVSZGSFX51DcEktg/viewform&followup=https://docs.google.com/forms/d/e/1FAIpQLSdWI0IRAfLlvp3VPwyJBlZXAaP3IZ8vgPSVSZGSFX51DcEktg/viewform<mpl=forms

Top URLs in Tweet in G7:
[21] https://liebesbriefarchiv.de/
[4] https://m.tiktok.com/v/7043880054220213510.html?_d=secCgwIARCbDRjEFSACKAESPgo8UC5vpqKAMZ5hucUPsluPZInJDNj%2F83B%2FbbN5URt0yNxUGzHqxgaGaEE%2BcWR0UECPXtFYIc9%2BGYzEZ47DGgA%3D&checksum=c5e493684ad41779925b37a453e972e7328b3c5bd925f9ad751ba63a94904483&language=de&preview_pb=0&sec_user_id=MS4wLjABAAAAZDnodI-fI9oyra7Eu_Bx9ko9Nadc-2VdRRogrLhFmWua04CkwXCI4Ug5_kLWLSn9&share_app_id=1233&share_item_id=7043880054220213510&share_link_id=C90C9B79-B57E-48F5-A214-3FFAC5D63836&source=h5_m×tamp=1640072883&tt_from=twitter&u_code=db4h9d5c0hlc99&user_id=6798066310870926342&utm_campaign=client_share&utm_medium=ios&utm_source=twitter
[2] https://m.tiktok.com/v/7044159807300914438.html?_d=secCgwIARCbDRjEFSACKAESPgo8xELHglyufMeGLOnPONa8W8AMc%2BkpZD3vtnpVgoFDoKTa5Q3GMQ9Qb2N6DYlQG%2FC7Ikv25HWe9DrfG8TFGgA%3D&checksum=095f746f41dc1f43c3bf4ff22d6d63889cdfbaea075373c63fae067d9b351543&language=de&preview_pb=0&sec_user_id=MS4wLjABAAAAZDnodI-fI9oyra7Eu_Bx9ko9Nadc-2VdRRogrLhFmWua04CkwXCI4Ug5_kLWLSn9&share_app_id=1233&share_item_id=7044159807300914438&share_link_id=B9DB25EF-57B0-4EFC-9F95-9CA44ACE9126&source=h5_m×tamp=1640168206&tt_from=twitter&u_code=db4h9d5c0hlc99&user_id=6798066310870926342&utm_campaign=client_share&utm_medium=ios&utm_source=twitter
[2] https://www.vbib.net/vbib21-programm/programmdetail/vbib21-speakers-corner-1/
[1] https://m.tiktok.com/v/7056885409816595718.html?_d=secCgwIARCbDRjEFSACKAESPgo8OUsUNzY2Be%2BaYeFl3SXeXDLzjZwil6XWLEeMn%2B2WIhzK66s80aZfdshs5nM29PQmjCtpAnQ3vG5Gq8nyGgA%3D&checksum=45be82da87bbffc32e7620dffd726080dbbaa750d22bb30f75cc2673bd53c17e&language=de&preview_pb=0&sec_user_id=MS4wLjABAAAAZDnodI-fI9oyra7Eu_Bx9ko9Nadc-2VdRRogrLhFmWua04CkwXCI4Ug5_kLWLSn9&share_app_id=1233&share_item_id=7056885409816595718&share_link_id=5C540B3B-E393-4ADF-AD12-787F8E36A0E9&source=h5_m×tamp=1643316881&tt_from=copy&u_code=db4h9d5c0hlc99&user_id=6798066310870926342&utm_campaign=client_share&utm_medium=ios&utm_source=copy
[1] https://m.tiktok.com/v/7056865069740723462.html?_d=secCgwIARCbDRjEFSACKAESPgo8%2FVT3i%2Faequi0wvaYrTDgwaXlL%2FY2YrpV%2F%2BNo%2F63UbMVmZRlzLm8Cz8xne%2BKkGTgSLURKJU6xdqrIJxAvGgA%3D&checksum=cb22130ef050f7c71f1ba0bd3cacc622e68fb7c48246d895aa868e3d2679e217&language=de&preview_pb=0&sec_user_id=MS4wLjABAAAAZDnodI-fI9oyra7Eu_Bx9ko9Nadc-2VdRRogrLhFmWua04CkwXCI4Ug5_kLWLSn9&share_app_id=1233&share_item_id=7056865069740723462&share_link_id=B6D6B2E6-73F0-4884-AB3E-472C19750C2B&source=h5_m×tamp=1643055277&tt_from=twitter&u_code=db4h9d5c0hlc99&user_id=6798066310870926342&utm_campaign=client_share&utm_medium=ios&utm_source=twitter
[1] https://m.tiktok.com/v/7043877459267259654.html?_d=secCgwIARCbDRjEFSACKAESPgo864zVyyJ2jNqIfTHP%2FOFA7j4IvneFKuxiHHLRh5v%2FN0arO3W7e%2Bhh5VY2UKLQtiha4Lp2Twn28xNdfy7GGgA%3D&checksum=c9bd0fe5b838ac7aef74f1f2c83c1de036b1802d9d61757b4fd9c2bf71848c79&language=de&preview_pb=0&sec_user_id=MS4wLjABAAAAZDnodI-fI9oyra7Eu_Bx9ko9Nadc-2VdRRogrLhFmWua04CkwXCI4Ug5_kLWLSn9&share_app_id=1233&share_item_id=7043877459267259654&share_link_id=A1601269-4124-4E85-BFF6-C1B60446C40D&source=h5_m×tamp=1640031174&tt_from=twitter&u_code=db4h9d5c0hlc99&user_id=6798066310870926342&utm_campaign=client_share&utm_medium=ios&utm_source=twitter
[1] https://m.tiktok.com/v/7057103623553027334.html?_d=secCgwIARCbDRjEFSACKAESPgo8Z9Hr8qMFGdxh%2BoDpTnNorEVVHwDUMyYgsAfBb5haTQAV8IuNkkkw3xl4bGqZEPMjkwxlPztjMaGp7YkEGgA%3D&checksum=c6c5d2ff8ffd53ad3d0aeca53ed9a733fc1e0a60f983d6fe17fd7592bb2525c4&language=de&preview_pb=0&sec_user_id=MS4wLjABAAAAZDnodI-fI9oyra7Eu_Bx9ko9Nadc-2VdRRogrLhFmWua04CkwXCI4Ug5_kLWLSn9&share_app_id=1233&share_item_id=7057103623553027334&share_link_id=432E181A-D7C0-4661-901A-14AE2D1393DC&source=h5_m×tamp=1643111043&tt_from=twitter&u_code=db4h9d5c0hlc99&user_id=6798066310870926342&utm_campaign=client_share&utm_medium=ios&utm_source=twitter
[1] https://twitter.com/realsci_de/status/1496001811802513409
[1] https://iam.dioe.at/blog/3132

Top URLs in Tweet in G8:
[3] https://www.dryver.eu/app
[2] https://riojournal.com/article/77750/
[1] https://www.voziberica.com/la-agencia-espanola-de-meteorologia-ha-confesado-que-espana-estaba-siendo-rociada-con-dioxido-de-plomo-yoduro-de-plata-y-diatomita/
[1] https://play.google.com/store/apps/details?id=com.dryrivers&hl=fr&gl=US
[1] https://cordis.europa.eu/article/id/435428-what-is-happening-to-our-drying-river-networks-a-new-app-helps-scientists-find-out?WT.mc_id=exp
[1] https://genr.eu/wp/open-participatory-research/
[1] https://twitter.com/DRYvER_CitSci/status/1469289947614138368
[1] https://cnb.cx/3bsQcK6
[1] https://play.google.com/store/apps/details?id=com.hh.hill_hunter
[1] https://twitter.com/DRYvER_CitSci/status/1461625966338396161

Top URLs in Tweet in G9:
[1] https://www.frogid.net.au/
[1] https://www.frogid.net.au/explore
[1] https://twitter.com/CSIRO/status/1492423235669053440
[1] https://australian.museum/blog/science/professor-frank-grutzner/
[1] https://australian.museum/blog/science/microplastic-pollution/
[1] https://cosmosmagazine.com/nature/animals/found-a-frog-frogid-is-the-app-for-that/?utm_medium=Social&utm_source=Twitter#Echobox=1643864880
[1] https://cosmosmagazine.com/nature/animals/is-this-frogpocalypse-the-frogs-are-vanishing/
[1] https://academic.oup.com/jue/article/6/1/juaa002/5722291?login=true
[1] https://twitter.com/shellkryan/status/1481969688427233280

Top URLs in Tweet in G10:
[2] https://www.linkedin.com/slink?code=gyrBd6XH
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2F1098348530649856%2F
[1] https://vtecostudies.org/about-us/employment/
[1] https://twitter.com/SevenDaysJobs/status/1484629122093572102
[1] https://app.99pledges.com/fund/butterflyi
[1] https://twitter.com/sustainablemon3/status/1465340032131088388
[1] https://www.inaturalist.org/projects/butterflying-world-series
[1] https://redirect.viglink.com?u=https%3A%2F%2Fmyemail.constantcontact.com%2FeButterfly-News.html%3Fsoid%3D1112735176622%26aid%3DRUgCKBbDE5I&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[1] https://twitter.com/BlackOutdoors1/status/1456633409455931393

Top Domains
Top Domains in Tweet in Entire Graph:
[207] twitter.com
[114] zenodo.org
[60] cstrack.eu
[57] scistarter.org
[39] spotteron.net
[38] ac.uk
[29] hypotheses.org
[29] discovermagazine.com
[27] ow.ly
[25] eu-citizen.science

Top Domains in Tweet in G1:
[107] zenodo.org
[65] twitter.com
[58] cstrack.eu
[28] hypotheses.org
[23] eu-citizen.science
[19] au.dk
[16] nodexlgraphgallery.org
[15] actionproject.eu
[13] mailchi.mp
[12] youtube.com

Top Domains in Tweet in G2:
[47] scistarter.org
[25] twitter.com
[15] discovermagazine.com
[9] timeshighereducation.com
[8] citsci.org
[6] citizenscience.org
[5] zenodo.org
[5] globe.gov
[4] bookshop.org
[4] hcinst.org

Top Domains in Tweet in G3:
[41] twitter.com
[9] inaturalist.org
[7] nodexlgraphgallery.org
[6] birdcount.org
[5] gov.au
[5] com.au
[4] net.au
[3] csiro.au
[3] org.au
[3] wixsite.com

Top Domains in Tweet in G4:
[28] ac.uk
[4] twitter.com
[2] au.dk
[1] findaphd.com
[1] zoom.us

Top Domains in Tweet in G5:
[39] spotteron.net
[9] twitter.com
[2] discovermagazine.com
[2] anecdata.org
[2] org.uk
[1] upenn.edu
[1] extension13.com
[1] csiro.au
[1] wordpress.com
[1] scistarter.org

Top Domains in Tweet in G6:
[3] google.com
[2] twitter.com
[1] org.uk
[1] co.uk
[1] medium.com
[1] zoom.us
[1] mdpi.com

Top Domains in Tweet in G7:
[22] liebesbriefarchiv.de
[10] tiktok.com
[7] twitter.com
[2] vbib.net
[1] dioe.at

Top Domains in Tweet in G8:
[3] dryver.eu
[2] google.com
[2] riojournal.com
[2] twitter.com
[1] voziberica.com
[1] europa.eu
[1] genr.eu
[1] cnb.cx
[1] wiley.com

Top Domains in Tweet in G9:
[2] net.au
[2] twitter.com
[2] australian.museum
[2] cosmosmagazine.com
[1] oup.com

Top Domains in Tweet in G10:
[3] twitter.com
[2] linkedin.com
[2] facebook.com
[1] vtecostudies.org
[1] 99pledges.com
[1] inaturalist.org
[1] viglink.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1566] citizenscience
[1163] citsci
[284] coeso
[177] socialsciences
[142] opencall
[121] h2020
[119] humanities
[117] sdgs
[103] futureofcs2021
[89] communityscience



Top Hashtags in Tweet in G1:
[968] citizenscience
[558] citsci
[279] coeso
[175] socialsciences
[140] opencall
[118] humanities
[117] h2020
[105] sdgs
[100] futureofcs2021
[70] openscience

Top Hashtags in Tweet in G2:
[182] citizenscience
[167] citsci
[50] communityscience
[23] climate
[20] cloudchallenge
[19] authenticlearning
[19] ml
[14] clouds
[14] cienciaciudadana
[14] ai

Top Hashtags in Tweet in G3:
[114] citizenscience
[59] citsci
[12] citscioz21
[11] womeninscience
[11] biodiversity
[10] teachers
[10] curriculum
[9] wsfq
[9] mozziemonth
[7] greatbackyardbirdcount

Top Hashtags in Tweet in G4:
[3] citizenscience
[3] slimesearch
[3] gosforthnaturereserve
[2] edna
[2] conference
[1] phd
[1] ponds
[1] urbannatureproject
[1] communityscience
[1] uclgradopenevents

Top Hashtags in Tweet in G5:
[130] citizenscience
[96] citsci
[18] ornithology
[9] butterfly
[9] puffineers
[9] naureofscotland
[7] science
[6] citizenscientists
[6] biodiversity
[6] phenology

Top Hashtags in Tweet in G6:
[9] citsci
[9] citizenscience
[3] highered
[3] roundtable
[2] youngpeople
[2] participation
[2] inclusion
[2] diversity
[1] scicomm
[1] academictwitter

Top Hashtags in Tweet in G7:
[26] citsci
[25] citizenscience
[12] wisskomm
[12] grußundkuss
[10] liebesbriefe
[9] tiktok
[8] citizenhumanities
[8] liebesbrief
[7] vbib21
[5] dh

Top Hashtags in Tweet in G8:
[9] citizenscience
[3] climatechange
[2] openscience
[2] dryingrivernetworks
[2] dryrivers
[2] netzero
[2] cop26
[1] science
[1] researchers
[1] jogging

Top Hashtags in Tweet in G9:
[10] frogidweek
[4] citsci
[2] frogid
[2] frogs
[2] citizenscience
[1] microplastic
[1] citzienscience
[1] wildoz
[1] science
[1] conserve

Top Hashtags in Tweet in G10:
[10] citsci
[7] scicomm
[6] communityscience
[5] butterflyingworldseries
[4] jobalert
[4] butterflycount
[3] butterflies
[2] citizenscience
[2] nature
[2] sustainablemonarch

Top Words
Top Words in Tweet in Entire Graph:
[1566] #citizenscience
[1163] #citsci
[786] citizen
[765] science
[567] projects
[460] more
[414] project
[386] cstrackproject
[332] coesoeu
[291] citsci

Top Words in Tweet in G1:
[968] #citizenscience
[559] #citsci
[447] citizen
[385] projects
[367] science
[346] cstrackproject
[323] coesoeu
[294] more
[273] #coeso
[256] action4cs

Top Words in Tweet in G2:
[182] #citizenscience
[169] science
[166] #citsci
[156] citizen
[96] nasa
[85] project
[82] citsci
[60] check
[60] projects
[55] pc

Top Words in Tweet in G3:
[114] #citizenscience
[88] citscioz
[79] citsci_geek
[59] #citsci
[37] science
[34] inaturalist
[28] gsbioblitz
[27] atlaslivingaust
[25] citieshealtheu
[25] siobhanleachman

Top Words in Tweet in G4:
[33] newcastle
[26] bristol
[25] join
[25] live
[25] london
[24] pond
[23] nhm_ukbiodiv
[22] nhm_london
[21] access
[21] permission

Top Words in Tweet in G5:
[130] #citizenscience
[122] spotteron
[96] #citsci
[49] science
[45] citizen
[45] apps
[43] project
[42] platform
[32] more
[23] data

Top Words in Tweet in G6:
[15] project
[13] finally
[13] method
[13] paper
[13] insects_mdpi
[13] describing
[13] detail
[13] aubenews
[13] transdisciplinary
[13] multi

Top Words in Tweet in G7:
[68] lbriefarchiv
[27] digitale
[26] #citsci
[25] #citizenscience
[25] erste
[23] veranstaltung
[22] gestartet
[22] endlich
[21] weit
[21] soweit

Top Words in Tweet in G8:
[22] dryver_h2020
[13] dryver_citsci
[11] app
[9] #citizenscience
[9] more
[6] last
[6] project
[5] great
[5] spots
[5] available

Top Words in Tweet in G9:
[37] frog
[23] cosmosmagazine
[22] frogidaus
[21] app
[18] found
[18] data
[18] collected
[18] used
[18] map
[18] distribution

Top Words in Tweet in G10:
[14] science
[12] 2021
[12] ebutterfly_org
[12] year
[11] check
[11] autumn
[11] news
[11] we've
[11] completed
[11] huge

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[617] citizen,science
[257] #citizenscience,#citsci
[207] learn,more
[196] #citizenscience,projects
[147] #citsci,#citizenscience
[124] 50,000
[121] projects,#socialsciences
[118] coesoeu,#coeso
[114] read,full
[109] #socialsciences,#humanities

Top Word Pairs in Tweet in G1:
[333] citizen,science
[190] #citizenscience,#citsci
[175] learn,more
[166] #citizenscience,projects
[122] 50,000
[120] projects,#socialsciences
[117] coesoeu,#coeso
[112] read,full
[108] #socialsciences,#humanities
[84] 000,#citizenscience

Top Word Pairs in Tweet in G2:
[136] citizen,science
[30] science,project
[30] nasa,globe
[26] #citsci,#citizenscience
[24] #citizenscience,#citsci
[23] keeping,eye
[23] helps,nasa
[23] nasa,study
[23] study,#climate
[23] #climate,nasa

Top Word Pairs in Tweet in G3:
[14] citizen,science
[14] citscioz,citsci_geek
[13] citsci_geek,citscioz
[12] mapping,#citizenscience
[10] long,awaited
[10] awaited,mapping
[10] #citizenscience,#curriculum
[10] #curriculum,delighted
[10] delighted,share
[10] share,comprehensive

Top Word Pairs in Tweet in G4:
[21] live,london
[21] london,bristol
[21] bristol,newcastle
[21] newcastle,access
[21] access,permission
[21] permission,sample
[21] pond,community
[19] slugs,snails
[19] sample,water
[19] water,pond

Top Word Pairs in Tweet in G5:
[36] citizen,science
[27] #citizenscience,apps
[22] spotteron,platform
[17] nature's,calendar
[16] spotteron,#citizenscience
[15] #citsci,project
[14] upcoming,conference
[12] learn,more
[11] calendar,#citizenscience
[11] spotteron,#citsci

Top Word Pairs in Tweet in G6:
[13] finally,method
[13] method,paper
[13] paper,insects_mdpi
[13] insects_mdpi,describing
[13] describing,detail
[13] detail,project
[13] project,aubenews
[13] aubenews,transdisciplinary
[13] transdisciplinary,multi
[12] gkalinkat,finally

Top Word Pairs in Tweet in G7:
[21] erste,digitale
[21] endlich,soweit
[21] soweit,neue
[21] neue,webpräsenz
[21] webpräsenz,gestartet
[21] gestartet,findet
[21] findet,zukunft
[21] zukunft,alle
[20] lbriefarchiv,endlich
[20] alle,inf

Top Word Pairs in Tweet in G8:
[5] started,last
[5] last,field
[5] field,campaign
[5] campaign,dryver_h2020
[5] dryver_h2020,r_sarremejane
[5] r_sarremejane,silverthorn_t
[5] silverthorn_t,naiaralopezrojo
[5] naiaralopezrojo,barthelemynans
[4] dryver_h2020,project
[4] cordis_eu,eu_h2020

Top Word Pairs in Tweet in G9:
[21] frogidaus,app
[18] found,frog
[18] frog,frogidaus
[18] app,data
[18] data,collected
[18] collected,used
[18] used,map
[18] map,distribution
[18] distribution,frog
[18] frog,populations

Top Word Pairs in Tweet in G10:
[11] check,autumn
[11] autumn,2021
[11] 2021,news
[11] news,ebutterfly_org
[11] ebutterfly_org,we've
[11] we've,completed
[11] completed,huge
[11] huge,improvements
[11] improvements,site
[11] site,year

Top Replied-To
Top Replied-To in Entire Graph:
@citsci_geek
@siobhanleachman
@cstrackproject
@stephen_fricker
@imerinet
@mustelidmay
@citsci
@phylofacts
@eucitsciproject
@citscioz

Top Replied-To in G1:
@eucitsciproject
@cstrackproject
@eucitsci
@s_voigtheucke
@time4cs
@gefiont
@apassani
@ignovi
@citsci

Top Replied-To in G2:
@mustelidmay
@cstrackproject
@citsci
@mhaklay
@seanrussell311
@n2teaching
@scistarter
@epamichaelregan

Top Replied-To in G3:
@citsci_geek
@siobhanleachman
@stephen_fricker
@imerinet
@gsbioblitz
@aztekium
@citscioz
@grettapecl
@avid_podcast
@ilona_andrews

Top Replied-To in G4:
@phylofacts
@naturalengland
@nhm_science
@pondriverstream
@scienceatc
@darrenmarkevans
@nhm_london
@nhm_citsci

Top Replied-To in G5:
@donasascience

Top Replied-To in G6:
@mhaklay

Top Replied-To in G7:
@fuzzyleapfrog

Top Replied-To in G8:
@collectifsoslrc
@dryver_citsci
@obserciudsequia
@zszcsabai

Top Replied-To in G9:
@citsci_geek
@philuponscience

Top Replied-To in G10:
@grayfeist

Top Mentioned
Top Mentioned in Entire Graph:
@cstrackproject
@coesoeu
@action4cs
@eucitsciproject
@citieshealtheu
@citscioz
@citsci
@citsciassoc
@spotteron
@eucitsci

Top Mentioned in G1:
@cstrackproject
@coesoeu
@action4cs
@eucitsciproject
@citieshealtheu
@eucitsci
@citscioz
@citsci
@time4cs
@stepchangeeu

Top Mentioned in G2:
@citsci
@globeprogram
@citsciassoc
@scistarter
@brinchekscience
@citieshealtheu
@the_zooniverse
@cstrackproject
@coopsciscoop
@jim_salmons

Top Mentioned in G3:
@citscioz
@citsci_geek
@inaturalist
@citieshealtheu
@atlaslivingaust
@gsbioblitz
@hugepossum
@jessieloliver
@lbdscience
@siobhanleachman

Top Mentioned in G4:
@nhm_ukbiodiv
@nhm_london
@nhm_citsci
@nhm_science
@bsbibotany
@thorogoodchris
@nclneg
@darrenmarkevans
@phylofacts

Top Mentioned in G5:
@spotteron
@ellingbry
@citieshealtheu
@zamg_at
@cstrackproject
@ispotabee
@anecdata_org
@bigcitybirds1
@donasascience
@garretsonalexis

Top Mentioned in G6:
@insects_mdpi
@aubenews
@gkalinkat
@aristeidoum
@ietatou
@skypescientist
@songofdodo
@heidiproject
@eucitsciproject
@action4cs

Top Mentioned in G7:
@lbriefarchiv
@msiemund
@rappandrea
@wyss_el
@dhd2022
@sfb_dioe
@lingscape
@dbmbochum
@_citizenscience

Top Mentioned in G8:
@dryver_h2020
@dryver_citsci
@r_sarremejane
@silverthorn_t
@naiaralopezrojo
@barthelemynans
@cordis_eu
@eu_h2020
@zszcsabai
@amelaqua

Top Mentioned in G9:
@cosmosmagazine
@frogidaus
@jodirowley
@eurekaprizes
@austmus
@canberratimes
@lovenature321
@inspiringact
@stuartianharris
@svgavel

Top Mentioned in G10:
@ebutterfly_org
@vtatlasoflife
@jayfitzsy
@vtecostudies
@sustainablemon3
@grayfeist
@inaturalist
@mustelidmay
@rosemarymosco
@wingedbeautycom

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@ipythonistabot
@cybersecurityn8
@john1966olsen
@jfsebastian146
@raivoonet
@el_pais
@wwf
@gadiooumoul
@opensource_orgs

Top Tweeters in G1:
@ipythonistabot
@sdreyse
@miragenewscom
@cbcnews
@steltenpower
@penguingalaxy
@digitaltrends
@wbur
@riotta
@b0tsci

Top Tweeters in G2:
@el_pais
@opensource_orgs
@education_24x7
@4evrstardancer
@jrlvr88
@lala35539674
@leafwarbler
@saunieindiego
@andrefarfan10
@_open_science_

Top Tweeters in G3:
@optus
@jane__eden
@amcell
@hihyderabad
@ketanj0
@askgerbil
@sunriseon7
@malurussally
@in_stemm
@melbourne_7

Top Tweeters in G4:
@bsbibotany
@bouyerpascal1
@bbcnewcastle
@ricmlm
@randomyarning
@nhm_london
@meganshersby
@elinoroberts
@zarahpattison
@nikirust

Top Tweeters in G5:
@raivoonet
@gadiooumoul
@deidami34258310
@ebay1975
@skorpion196969
@alexand54516540
@epronaki
@klausriede
@gittegrafie
@ibis_journal

Top Tweeters in G6:
@vaselby
@diversityup
@johnbarentine
@openuniversity
@infopointa
@gkalinkat
@elinamantyla
@ubi_my
@raulclima
@amberfirefly

Top Tweeters in G7:
@chabis_ch
@v_i_o_l_a
@annettestr
@fuzzyleapfrog
@fdmhildesheim
@stabihh
@salverisue
@loki36655860
@msiemund
@historiavocis

Top Tweeters in G8:
@hillhuntergps
@watertrends
@vostspain
@wwfespana
@creaf_ecologia
@cordis_eu
@eu_h2020
@camachojaime
@atpca
@osbnpaul

Top Tweeters in G9:
@cptleto
@canberratimes
@krissie_lee
@etym_dub
@caroljd1964
@frogglin
@jlynnfraser1
@csiro
@cosmosmagazine
@austmus

Top Tweeters in G10:
@hiringcare
@xrisfg
@mustelidmay
@grayfeist
@mowatdoc
@rosemarymosco
@prairieczar
@wildlifesociety
@dlnarango
@n_a_gilbert