citsci, Twitter, 1/1/2022 1:18:33 AM, 269285


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citsci_2021-12-31_17-06-00.xlsx
citsci_2021-12-31_17-06-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 01, 2022
Short Description:
citsci via NodeXL https://bit.ly/3sMaTdP
@citsci_geek
@citieshealtheu
@citscioz
@nhm_citsci
@cstrackproject
@coesoeu
@scistarter
@citsci
@eucitsciproject
@spotteron

Top hashtags:
#citizenscience
#citsci
#citscioz21
#coeso
#sdgs
#futureofcs2021
#socialsciences
#h2020

Description:
Description
The graph represents a network of 1,808 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, 01 January 2022 at 01:12 UTC.

The requested start date was Saturday, 01 January 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 90-day, 12-hour, 22-minute period from Friday, 01 October 2021 at 06:27 UTC to Thursday, 30 December 2021 at 18:49 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 : 1808
Unique Edges : 2314
Edges With Duplicates : 6256
Total Edges : 8570
Number of Edge Types : 5
Mentions : 2510
MentionsInRetweet : 3417
Tweet : 378
Retweet : 2063
Replies to : 202
Self-Loops : 402
Reciprocated Vertex Pair Ratio : 0.0913566739606127
Reciprocated Edge Ratio : 0.167418546365915
Connected Components : 54
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 1595
Maximum Edges in a Connected Component : 8157
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.108042
Graph Density : 0.00122128301443257
Modularity : 0.358538
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,808 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, 01 January 2022 at 01:12 UTC.

The requested start date was Saturday, 01 January 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 90-day, 12-hour, 22-minute period from Friday, 01 October 2021 at 06:27 UTC to Thursday, 30 December 2021 at 18:49 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:
[52] https://zenodo.org/record/5653454#.YYuAtb1Bx8Y
[37] https://zenodo.org/record/5026192
[30] https://t.co/hrUgBiqi2J
[21] https://liebesbriefarchiv.de/
[14] https://www.inaturalist.org/projects/map-the-mistletoe-in-south-london
[13] http://citsci.geog.mcgill.ca/en/users/sign_in
[12] https://rockymountainwild.org/eawr
[10] https://citizenscience.org.au/citscioz21/
[9] https://www.inaturalist.org/projects/great-southern-bioblitz-2021-umbrella
[9] https://www.timeshighereducation.com/news/citizen-science-makes-breakthrough-post-pandemic

Top URLs in Tweet in G1:
[52] https://zenodo.org/record/5653454#.YYuAtb1Bx8Y
[37] https://zenodo.org/record/5026192
[8] https://coeso.hypotheses.org/about/advisory-board
[8] https://coeso.hypotheses.org/about/open-call
[7] https://cstrack.eu/reports/who-takes-part-in-citizen-science-projects-why/
[6] https://blog.scistarter.org/2020/05/how-counting-caterpillars-can-help-scientists-understand-climate-change/
[6] https://theconversation.com/amp/from-counting-birds-to-speaking-out-how-citizen-science-leads-us-to-ask-crucial-questions-166673
[6] https://cstrack.eu/events/analyzing-citizen-science-projects-using-web-based-tools/
[6] https://hopin.com/events/the-future-of-citizen-science-sharing-experiences-from-the-european-community
[5] https://rri-tools.eu/-/contours-of-citizen-science-a-vignette-study

Top URLs in Tweet in G2:
[9] https://citizenscience.org.au/citscioz21/
[9] https://www.inaturalist.org/projects/great-southern-bioblitz-2021-umbrella
[4] https://citsci.org/
[3] https://www.inaturalist.org/observations/6456355
[2] https://citizenscience.org.au/ala-project-finder/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267003
[2] https://twitter.com/CitSci_Geek/status/1453878174958325766
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264891
[2] https://www.cottoninfo.com.au/soilyourundies
[2] https://twitter.com/all_isee/status/1472463040859697152

Top URLs in Tweet in G3:
[14] https://www.inaturalist.org/projects/map-the-mistletoe-in-south-london
[8] https://www.nhm.ac.uk/take-part/citizen-science/genepools.html
[1] https://www.nhm.ac.uk/content/dam/nhmwww/our-science/our-work/science-society-skills/amc21001-learn-citi-sci-guide-web.pdf
[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
[1] https://twitter.com/NHM_Library/status/1455182338082680843
[1] https://conference.naaee.org/register-2021

Top URLs in Tweet in G4:
[7] https://www.timeshighereducation.com/news/citizen-science-makes-breakthrough-post-pandemic
[3] https://twitter.com/Sophie_Musset/status/1468273811082682382?s=20
[2] https://instantwild.zsl.org/intro
[2] https://www.noaa.gov/education/stories/countdown-to-earth-day-noaa-unlocks-citizen-science-project-of-day
[2] https://theconversation.com/from-counting-birds-to-speaking-out-how-citizen-science-leads-us-to-ask-crucial-questions-166673
[1] https://blog.scistarter.org/2021/12/citizen-science-project-leaders-heres-how-and-why-to-become-a-scistarter-affiliate/
[1] https://twitter.com/i/web/status/1465980839796350976
[1] https://www.inaturalist.org/projects/comparative-biodiversity
[1] https://twitter.com/i/web/status/1466790500426399746
[1] https://twitter.com/EDGreenRibbon/status/1450478352603693068

Top URLs in Tweet in G5:
[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/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://twitter.com/awhamburg/status/1451094378085240832
[1] https://twitter.com/chnunn/status/1446006166652325890
[1] https://twitter.com/dhd2022/status/1455131901031813120
[1] https://twitter.com/TUDarmstadt/status/1422831845587181574
[1] https://twitter.com/wissimdialog/status/1445379398027329536

Top URLs in Tweet in G6:
[9] https://www.spotteron.net/
[9] https://www.spotteron.net/blog-and-news/celebrating-participation-in-citizenscience-collectible-cards-for-citscioz21
[3] https://www.spotteron.net
[3] 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/citizen-science-app-features
[2] https://www.spotteron.net/about/how-it-works
[2] https://www.spotteron.net/blog-and-news/a-milestone-for-citizen-science-spotteron-3-is-here
[2] https://www.spotteron.net/apps/regional-community-science-projects/big-city-birds
[1] https://www.spotteron.net/apps/global-community-science-projects/spiderspotter

Top URLs in Tweet in G7:
[2] https://www.linkedin.com/slink?code=gi9G6qjj
[1] https://www.mdpi.com/2075-4450/12/12/1117
[1] https://twitter.com/action4cs/status/1460243769232699394
[1] https://docs.google.com/forms/d/e/1FAIpQLSfjPHp6cEqmEXLxIkJUp3cPnFUzndVb1H4ZX7GNuRMHv2U7Iw/viewform
[1] https://un-spbf.org/event/un-spbf-integrated-solution-fornature/#1614150784423-b9139fff-ad98
[1] https://un-spbf.org/
[1] https://us02web.zoom.us/j/83786185937
[1] https://un-spbf.org/register/
[1] https://twitter.com/i/web/status/1443851502905270276
[1] https://medium.com/citizenscience-asia/citsciasia-meets-the-santinel-project-d7e8ce3a1023

Top URLs in Tweet in G8:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264927
[2] https://jcom.sissa.it/archive/20/06/JCOM_2006_2021_A06
[1] https://twitter.com/i/web/status/1465934298716930051
[1] https://blog.scistarter.org/2020/05/how-counting-caterpillars-can-help-scientists-understand-climate-change/
[1] https://twitter.com/AGUSciSociety/status/1471833306375225347
[1] https://twitter.com/i/web/status/1469347742640226305
[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

Top URLs in Tweet in G9:
[2] https://bou.org.uk/event/citizen-science-and-birds-bouasm22/
[1] https://twitter.com/daisyduke92/status/1444967798992683010
[1] https://twitter.com/ibis_journal/status/1463565080860119043
[1] https://twitter.com/i/web/status/1470336533848891397
[1] https://www.development.ox.ac.uk/penguins

Top URLs in Tweet in G10:
[12] https://rockymountainwild.org/eawr
[1] https://twitter.com/i/web/status/1446521520969302017

Top Domains
Top Domains in Tweet in Entire Graph:
[226] twitter.com
[95] zenodo.org
[48] cstrack.eu
[47] spotteron.net
[38] inaturalist.org
[30] t.co
[23] scistarter.org
[23] org.au
[22] hypotheses.org
[21] liebesbriefarchiv.de

Top Domains in Tweet in G1:
[93] zenodo.org
[72] twitter.com
[48] cstrack.eu
[22] hypotheses.org
[20] scistarter.org
[10] actionproject.eu
[10] citsci.org
[9] theconversation.com
[7] time4cs.eu
[6] nasa.gov

Top Domains in Tweet in G2:
[68] twitter.com
[22] org.au
[22] inaturalist.org
[12] com.au
[5] youtube.com
[4] nodexlgraphgallery.org
[4] citsci.org
[3] net.au
[2] theconversation.com
[2] google.com

Top Domains in Tweet in G3:
[14] inaturalist.org
[10] ac.uk
[4] twitter.com
[1] naaee.org

Top Domains in Tweet in G4:
[13] twitter.com
[7] timeshighereducation.com
[2] zsl.org
[2] noaa.gov
[2] theconversation.com
[1] scistarter.org
[1] inaturalist.org
[1] aurorasaurus.org
[1] facebook.com
[1] globe.gov

Top Domains in Tweet in G5:
[21] liebesbriefarchiv.de
[9] twitter.com
[7] tiktok.com
[2] vbib.net

Top Domains in Tweet in G6:
[47] spotteron.net
[6] twitter.com
[1] epa.gov
[1] citsci.org

Top Domains in Tweet in G7:
[3] twitter.com
[3] google.com
[3] un-spbf.org
[2] linkedin.com
[1] mdpi.com
[1] zoom.us
[1] medium.com
[1] inaturalist.org

Top Domains in Tweet in G8:
[8] nodexlgraphgallery.org
[4] twitter.com
[2] sissa.it
[1] scistarter.org
[1] org.uk
[1] google.com

Top Domains in Tweet in G9:
[3] twitter.com
[2] org.uk
[1] ac.uk

Top Domains in Tweet in G10:
[12] rockymountainwild.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1344] citizenscience
[995] citsci
[218] citscioz21
[204] coeso
[106] sdgs
[97] futureofcs2021
[97] socialsciences
[90] h2020
[81] openscience
[71] humanities



Top Hashtags in Tweet in G1:
[695] citizenscience
[506] citsci
[137] coeso
[102] sdgs
[97] futureofcs2021
[90] h2020
[77] socialsciences
[72] openscience
[56] opencall
[56] humanities

Top Hashtags in Tweet in G2:
[314] citizenscience
[199] citscioz21
[84] citsci
[33] gsb2021
[26] biodiversity
[25] primarystemchat
[21] tech
[21] wildlife
[21] nature
[21] conservation

Top Hashtags in Tweet in G3:
[14] london
[3] gosforthnaturereserve
[2] edna
[1] ponds
[1] naaee2021
[1] moths
[1] globalcrisis
[1] time4truth
[1] creativesociety
[1] ecofriendly

Top Hashtags in Tweet in G4:
[46] citsci
[15] citizenscience
[11] cop26
[7] icymi
[7] ccsfarnorth
[6] globalcitizens
[5] communityscience
[5] ms
[5] hs
[5] stem

Top Hashtags in Tweet in G5:
[24] citsci
[22] citizenscience
[14] liebesbriefe
[10] grußundkuss
[9] wisskomm
[8] liebesbriefarchiv
[7] tiktok
[7] vbib21
[5] grussundkuss
[5] digitalhumanities

Top Hashtags in Tweet in G6:
[100] citizenscience
[77] citsci
[15] citscioz21
[8] butterfly
[6] ornithology
[5] citizenscientist
[5] phenology
[4] citscihelvetia2021
[3] spiders
[3] biodiversity

Top Hashtags in Tweet in G7:
[19] citsci
[13] citizenscience
[4] apunspbf
[2] participation
[2] inclusion
[2] diversity
[2] inaturalist
[1] insect
[1] openaccess
[1] azziadnasenya

Top Hashtags in Tweet in G8:
[18] citsci
[8] scicomm
[6] stem
[3] citizenscience
[3] agu21
[3] highered
[3] nodexl
[2] learningbydoing
[2] citscioz21
[2] youngpeople

Top Hashtags in Tweet in G9:
[20] citsci
[13] citizenscience
[13] ornithology
[12] penguinologist
[12] penguin
[11] puffineers
[9] naureofscotland
[7] puffarazzi
[5] seabirds
[5] wsc3

Top Hashtags in Tweet in G10:
[12] feelgoodfriday

Top Words
Top Words in Tweet in Entire Graph:
[1344] #citizenscience
[995] #citsci
[708] citizen
[620] science
[455] projects
[418] project
[374] more
[316] cstrackproject
[276] citscioz
[257] action4cs

Top Words in Tweet in G1:
[695] #citizenscience
[506] #citsci
[487] citizen
[393] science
[311] projects
[291] cstrackproject
[255] action4cs
[206] more
[198] read
[183] eucitsciproject

Top Words in Tweet in G2:
[314] #citizenscience
[229] citscioz
[199] #citscioz21
[133] citsci_geek
[103] project
[84] #citsci
[72] lbdscience
[71] gsbioblitz
[65] science
[65] great

Top Words in Tweet in G3:
[33] newcastle
[27] project
[26] bristol
[25] live
[25] london
[24] pond
[24] community
[22] access
[22] nhm_citsci
[21] permission

Top Words in Tweet in G4:
[46] #citsci
[22] check
[19] citizen
[19] day
[15] science
[15] #citizenscience
[14] projects
[13] youth
[12] noaa
[12] learn

Top Words in Tweet in G5:
[66] lbriefarchiv
[27] digitale
[24] #citsci
[23] veranstaltung
[22] #citizenscience
[22] erste
[22] gestartet
[22] endlich
[22] heute
[22] geben

Top Words in Tweet in G6:
[116] spotteron
[100] #citizenscience
[77] #citsci
[46] apps
[45] project
[40] platform
[36] app
[30] find
[26] citizen
[24] more

Top Words in Tweet in G7:
[19] #citsci
[15] africa
[14] project
[14] citizen
[14] science
[13] #citizenscience
[11] finally
[11] method
[11] paper
[11] insects_mdpi

Top Words in Tweet in G8:
[30] nodexl
[19] docassar
[18] #citsci
[17] citizen
[14] science
[12] mihkal
[12] michaelbathurst
[12] runclouds
[12] citsci_geek
[11] chidambara09

Top Words in Tweet in G9:
[24] ellingbry
[24] receiving
[24] postcard
[20] #citsci
[14] citizen
[14] science
[13] #citizenscience
[13] upcoming
[13] conference
[13] #ornithology

Top Words in Tweet in G10:
[22] direct
[22] actions
[21] jobs
[20] take
[19] tgif
[19] set
[19] enviro
[19] events
[19] citsci
[19] projects

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[507] citizen,science
[238] #citizenscience,#citsci
[149] learn,more
[148] read,full
[131] #citsci,#citizenscience
[120] citizen,scientists
[104] #citizenscience,projects
[104] coesoeu,#coeso
[91] full,whitepaper
[80] science,projects

Top Word Pairs in Tweet in G1:
[353] citizen,science
[199] #citizenscience,#citsci
[144] read,full
[127] learn,more
[93] citizen,scientists
[88] full,whitepaper
[80] #citizenscience,projects
[78] coesoeu,#coeso
[71] science,projects
[70] #citsci,#citizenscience

Top Word Pairs in Tweet in G2:
[30] citizen,science
[25] citscioz,citsci_geek
[23] #citizenscience,project
[22] let's,talk
[21] talk,#tech
[21] #tech,#wildlife
[21] #wildlife,#nature
[21] #nature,#conservation
[21] #conservation,outdoor
[21] outdoor,recreation

Top Word Pairs in Tweet in G3:
[21] live,london
[21] london,bristol
[21] bristol,newcastle
[21] newcastle,access
[21] access,permission
[21] permission,sample
[21] pond,community
[19] sample,water
[19] water,pond
[18] nhm_london,live

Top Word Pairs in Tweet in G4:
[11] citizen,science
[11] youth,public
[11] public,empowerment
[11] empowerment,day
[11] day,#cop26
[11] #cop26,check
[11] check,#citsci
[11] #citsci,projects
[11] projects,noaa
[11] noaa,partners

Top Word Pairs in Tweet in G5:
[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 G6:
[26] #citizenscience,apps
[25] spotteron,platform
[21] #citsci,project
[14] #citsci,app
[13] spotteron,#citizenscience
[12] citizen,science
[12] running,spotteron
[11] nature's,calendar
[11] celebrating,#citizenscience
[10] citizen,scientist

Top Word Pairs in Tweet in G7:
[13] citizen,science
[11] finally,method
[11] method,paper
[11] paper,insects_mdpi
[11] insects_mdpi,describing
[11] describing,detail
[11] detail,project
[11] project,aubenews
[11] aubenews,transdisciplinary
[11] transdisciplinary,multi

Top Word Pairs in Tweet in G8:
[16] nodexl,nodexl
[12] mihkal,michaelbathurst
[12] michaelbathurst,runclouds
[12] runclouds,citsci_geek
[11] citizen,science
[10] docassar,nodexl
[8] nodexl,chidambara09
[8] chidambara09,mihkal
[8] citsci_geek,docassar
[6] useful,interesting

Top Word Pairs in Tweet in G9:
[24] receiving,postcard
[14] citizen,science
[13] upcoming,conference
[12] always,dreamed
[12] dreamed,receiving
[12] postcard,#penguinologist
[12] #penguinologist,know
[12] know,#penguin
[12] #penguin,lover
[12] lover,dreaming

Top Word Pairs in Tweet in G10:
[22] direct,actions
[19] tgif,set
[19] set,enviro
[19] enviro,events
[19] events,citsci
[19] citsci,projects
[19] projects,jobs
[19] jobs,direct
[19] actions,take
[17] take,right

Top Replied-To
Top Replied-To in Entire Graph:
@citsci_geek
@mrsfint
@gsbioblitz
@stephen_fricker
@siobhanleachman
@hugepossum
@citscioz
@mustelidmay
@phylofacts
@eucitsciproject

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

Top Replied-To in G2:
@citsci_geek
@mrsfint
@gsbioblitz
@stephen_fricker
@siobhanleachman
@citscioz
@hugepossum
@cobicalyx
@rk_ct
@imerinet

Top Replied-To in G3:
@phylofacts
@nhm_citsci
@jajxcpa
@pondriverstream
@naturalengland
@nhm_science
@darrenmarkevans
@nhm_london
@naturelark
@slbotanicalinst

Top Replied-To in G4:
@lachdonna

Top Replied-To in G5:
@fuzzyleapfrog

Top Replied-To in G7:
@citsci_africa
@experienceusiu

Top Replied-To in G8:
@theagu
@mhaklay
@docassar

Top Mentioned
Top Mentioned in Entire Graph:
@cstrackproject
@citscioz
@action4cs
@coesoeu
@eucitsciproject
@spotteron
@citsci_geek
@citieshealtheu
@lbdscience
@lbriefarchiv

Top Mentioned in G1:
@cstrackproject
@action4cs
@eucitsciproject
@coesoeu
@citieshealtheu
@eucitsci
@citsci
@scistarter
@citsciassoc
@time4cs

Top Mentioned in G2:
@citscioz
@citsci_geek
@lbdscience
@gsbioblitz
@inaturalist
@jessieloliver
@hugepossum
@atlaslivingaust
@costasgarden
@deadlyscience

Top Mentioned in G3:
@nhm_london
@nhm_citsci
@bsbibotany
@slbotanicalinst
@thorogoodchris
@nhm_science
@nhm_botany
@nclneg
@darrenmarkevans
@phylofacts

Top Mentioned in G4:
@noaa
@scistarter
@noaaeducation
@globeprogram
@timeshighered
@asucollegeofgf
@asu
@brinchekscience
@drkerryane
@i

Top Mentioned in G5:
@lbriefarchiv
@rappandrea
@wyss_el
@msiemund
@mfnberlin
@missvankuchen
@jim_salmons
@natfriedman
@maier_ak
@jjnoordegraaf

Top Mentioned in G6:
@spotteron
@citscioz
@bigcitybirds1
@zamg_at
@ispotabee
@earthwatch_aus
@crowd_water
@spiderspotter
@naturkalender
@eparesearch

Top Mentioned in G7:
@insects_mdpi
@aubenews
@gkalinkat
@citsciasia
@citsci_africa
@globalcitsci
@afrialliance1
@experienceusiu
@mosquito_alert
@scedmunds

Top Mentioned in G8:
@nodexl
@mihkal
@michaelbathurst
@runclouds
@citsci_geek
@docassar
@chidambara09
@cstrackproject
@marc_smith
@reutsmichael1

Top Mentioned in G9:
@ellingbry
@penguin_watch
@rspbscience
@ibis_journal
@daisyduke92
@seabird_watch
@natureofscot
@oliprincedotcom

Top Mentioned in G10:
@conservationco
@rockymtwild
@coparkswildlife
@wilderness
@wradv
@centerforbiodiv
@pewtrusts
@wildworkshopco
@denvermuseumns
@nrdc

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersecurityn8
@john1966olsen
@jfsebastian146
@raivoonet
@wwf
@gadiooumoul
@masterprogram1
@pfanderson

Top Tweeters in G1:
@sdreyse
@miragenewscom
@abcnews
@steltenpower
@penguingalaxy
@digitaltrends
@riotta
@patrickfavrel
@bituur_esztreym
@e_nterdiscipl

Top Tweeters in G2:
@benjamindstone
@amcell
@ketanj0
@askgerbil
@abcbrisbane
@sunriseon7
@malurussally
@joeystheory
@openthepkk
@jaybiscotti

Top Tweeters in G3:
@bsbibotany
@nico2lette
@tinawalkslondon
@bouyerpascal1
@bbcnewcastle
@ricmlm
@randomyarning
@naturelark
@sjrafloat
@nhm_london

Top Tweeters in G4:
@wwf
@timeshighered
@mavasquez65
@garym
@nasa
@evelynkissing10
@olewsolartv
@asu
@sciencecat222
@305mosquito

Top Tweeters in G5:
@opensource_orgs
@the404code
@chabis_ch
@v_i_o_l_a
@fuzzyleapfrog
@annettestr
@fdmhildesheim
@digtalhumanatee
@stabihh
@botlabhd

Top Tweeters in G6:
@raivoonet
@gadiooumoul
@deidami34258310
@ebay1975
@alexand54516540
@epronaki
@gittegrafie
@narayanmaury
@ulfateh
@tq0s3uo5e0zqrfo

Top Tweeters in G7:
@vaselby
@diversityup
@vitrinanorte
@johnbarentine
@wanderer_jasnah
@andrewadavidson
@gkalinkat
@ubi_my
@carlosthefridge
@unep_asiapac

Top Tweeters in G8:
@chidambara09
@michaelbathurst
@b0tsci
@scicommbot
@theagu
@beet_keeper
@openuniversity
@jayaisales
@elinamantyla
@ci

Top Tweeters in G9:
@klausriede
@ibis_journal
@lancasterjane13
@dannilion
@leconte_
@keasdenkate
@faceyrj
@saveourseas
@dinosaursophie
@penguindt

Top Tweeters in G10:
@gwitchelvira
@nrdc
@pewtrusts
@centerforbiodiv
@friends_earth
@wilderness
@americanrivers
@nwf
@foodandwater
@conservationco