citsci, Twitter, 1/8/2022 1:34:13 AM, 269665


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citsci_2022-01-07_17-06-00.xlsx
citsci_2022-01-07_17-06-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 08, 2022
Short Description:
citsci via NodeXL https://bit.ly/3rh7ZLZ
@citsci_geek
@citieshealtheu
@citscioz
@nhm_citsci
@cstrackproject
@coesoeu
@anecdata_org
@scistarter
@citsci
@eucitsciproject

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

Description:
Description
The graph represents a network of 1,893 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, 08 January 2022 at 01:13 UTC.

The requested start date was Saturday, 08 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 97-day, 16-hour, 33-minute period from Friday, 01 October 2021 at 06:27 UTC to Thursday, 06 January 2022 at 23:00 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 : 1893
Unique Edges : 2401
Edges With Duplicates : 6587
Total Edges : 8988
Number of Edge Types : 5
Retweet : 2149
MentionsInRetweet : 3559
Tweet : 397
Mentions : 2658
Replies to : 225
Self-Loops : 422
Reciprocated Vertex Pair Ratio : 0.0900735294117647
Reciprocated Edge Ratio : 0.165261382799325
Connected Components : 57
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 1668
Maximum Edges in a Connected Component : 8556
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.089982
Graph Density : 0.00115899346541001
Modularity : 0.355344
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,893 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, 08 January 2022 at 01:13 UTC.

The requested start date was Saturday, 08 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 97-day, 16-hour, 33-minute period from Friday, 01 October 2021 at 06:27 UTC to Thursday, 06 January 2022 at 23:00 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:
[55] https://zenodo.org/record/5653454#.YYuAtb1Bx8Y
[37] https://zenodo.org/record/5026192
[30] https://t.co/hrUgBiqi2J
[21] https://liebesbriefarchiv.de/
[14] http://citsci.geog.mcgill.ca/en/users/sign_in
[14] https://www.inaturalist.org/projects/map-the-mistletoe-in-south-london
[13] https://rockymountainwild.org/eawr
[10] https://citizenscience.org.au/citscioz21/
[9] https://www.timeshighereducation.com/news/citizen-science-makes-breakthrough-post-pandemic
[9] https://www.inaturalist.org/projects/great-southern-bioblitz-2021-umbrella

Top URLs in Tweet in G1:
[55] https://zenodo.org/record/5653454#.YYuAtb1Bx8Y
[37] https://zenodo.org/record/5026192
[8] https://coeso.hypotheses.org/about/open-call
[8] https://coeso.hypotheses.org/about/advisory-board
[7] https://cstrack.eu/reports/who-takes-part-in-citizen-science-projects-why/
[6] https://theconversation.com/amp/from-counting-birds-to-speaking-out-how-citizen-science-leads-us-to-ask-crucial-questions-166673
[6] https://hopin.com/events/the-future-of-citizen-science-sharing-experiences-from-the-european-community
[6] https://cstrack.eu/events/analyzing-citizen-science-projects-using-web-based-tools/
[5] https://rri-tools.eu/-/contours-of-citizen-science-a-vignette-study
[5] https://cos4cloud-eosc.eu/blog/inclusiveness-in-citizen-science-how-can-projects-help-vulnerable-groups-to-participate/

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://theconversation.com/from-counting-birds-to-speaking-out-how-citizen-science-leads-us-to-ask-crucial-questions-166673
[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

Top URLs in Tweet in G3:
[9] https://www.timeshighereducation.com/news/citizen-science-makes-breakthrough-post-pandemic
[3] https://twitter.com/Sophie_Musset/status/1468273811082682382?s=20
[2] https://blog.scistarter.org/2020/05/how-counting-caterpillars-can-help-scientists-understand-climate-change/
[2] https://www.extension13.com/2021/12/08/four-people-four-different-paths-into-citizen-science/
[2] https://blog.scistarter.org/featured-projects/2021/12/time-to-start-writing-those-resolutions-heres-some-inspo/
[2] https://blog.scistarter.org/2021/12/citizen-science-project-leaders-heres-how-and-why-to-become-a-scistarter-affiliate/
[2] https://theconversation.com/from-counting-birds-to-speaking-out-how-citizen-science-leads-us-to-ask-crucial-questions-166673
[2] https://blog.scistarter.org/2021/12/the-top-21-citizen-science-projects-of-2021/
[2] https://instantwild.zsl.org/intro
[2] https://www.noaa.gov/education/stories/countdown-to-earth-day-noaa-unlocks-citizen-science-project-of-day

Top URLs in Tweet in G4:
[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://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
[1] https://twitter.com/NHM_Library/status/1455182338082680843

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/citizen-science-app-features
[2] https://www.spotteron.net/about/how-it-works
[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://www.spotteron.net/apps/regional-community-science-projects/big-city-birds
[1] https://www.epa.gov/citizen-science/quality-assurance-handbook-and-guidance-documents-citizen-science-projects

Top URLs in Tweet in G7:
[2] https://www.linkedin.com/slink?code=gyrBd6XH
[1] https://science.sciencemag.org/content/372/6549/1386/tab-pdf
[1] https://twitter.com/i/web/status/1460063829371588608
[1] https://twitter.com/EPAMichaelRegan/status/1478443865145290755
[1] https://www.goodreads.com/book/show/29075434-citizen-science
[1] https://www.goodreads.com/book/show/11667578-reinventing-discovery
[1] https://bookshop.org/lists/books-about-citizen-and-community-science
[1] https://faculty.cnr.ncsu.edu/carencooper/research/
[1] https://earthwatch.org/about/leadership#directors
[1] https://twitter.com/i/web/status/1466212011948363780

Top URLs in Tweet in G8:
[1] https://www.mdpi.com/2075-4450/12/12/1117
[1] https://twitter.com/action4cs/status/1460243769232699394
[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
[1] https://twitter.com/citsciasia/status/1460796850110230532
[1] https://drive.google.com/drive/mobile/folders/1URmY4tFT3_MQ-UMwUpY7tBBTeoBuTxMD?usp=sharing

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:
[13] https://rockymountainwild.org/eawr
[1] https://twitter.com/i/web/status/1446521520969302017

Top Domains
Top Domains in Tweet in Entire Graph:
[233] twitter.com
[98] zenodo.org
[51] cstrack.eu
[47] spotteron.net
[39] inaturalist.org
[30] t.co
[30] scistarter.org
[23] hypotheses.org
[23] org.au
[23] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[96] zenodo.org
[73] twitter.com
[51] cstrack.eu
[23] hypotheses.org
[11] scistarter.org
[10] theconversation.com
[10] actionproject.eu
[9] nodexlgraphgallery.org
[9] citsci.org
[7] time4cs.eu

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

Top Domains in Tweet in G3:
[17] scistarter.org
[16] twitter.com
[9] timeshighereducation.com
[2] extension13.com
[2] theconversation.com
[2] zsl.org
[2] noaa.gov
[1] qualtrics.com
[1] citsci.org
[1] digitaltrends.com

Top Domains in Tweet in G4:
[14] inaturalist.org
[11] ac.uk
[4] twitter.com
[1] zoom.us
[1] naaee.org

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
[7] twitter.com
[2] epa.gov
[1] citsci.org

Top Domains in Tweet in G7:
[5] twitter.com
[2] goodreads.com
[2] linkedin.com
[1] sciencemag.org
[1] bookshop.org
[1] ncsu.edu
[1] earthwatch.org
[1] inaturalist.org
[1] viglink.com

Top Domains in Tweet in G8:
[3] twitter.com
[3] un-spbf.org
[2] google.com
[1] mdpi.com
[1] zoom.us
[1] medium.com
[1] inaturalist.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1416] citizenscience
[1049] citsci
[220] citscioz21
[219] coeso
[112] socialsciences
[108] sdgs
[99] futureofcs2021
[96] h2020
[85] openscience
[84] humanities



Top Hashtags in Tweet in G1:
[728] citizenscience
[506] citsci
[150] coeso
[103] sdgs
[97] futureofcs2021
[95] h2020
[90] socialsciences
[76] openscience
[68] humanities
[56] opencall

Top Hashtags in Tweet in G2:
[317] 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:
[79] citsci
[39] citizenscience
[13] science
[12] cop26
[11] ms
[10] stem
[10] hs
[10] communityscience
[8] edchat
[7] globalcitizens

Top Hashtags in Tweet in G4:
[14] london
[3] gosforthnaturereserve
[2] edna
[1] ponds
[1] naaee2021
[1] uclgradopenevents
[1] moths
[1] globalcrisis
[1] time4truth
[1] creativesociety

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:
[107] citizenscience
[81] citsci
[15] citscioz21
[8] butterfly
[6] communityscience
[6] ornithology
[5] citizenscientist
[5] phenology
[4] citscihelvetia2021
[3] smokesense

Top Hashtags in Tweet in G7:
[22] citizenscience
[20] communityscience
[19] citsci
[4] scicomm
[3] thread
[3] inclusion
[2] publicscience
[2] participatoryscience
[2] highered
[2] butterflycount

Top Hashtags in Tweet in G8:
[18] citsci
[11] citizenscience
[4] apunspbf
[2] participation
[2] inclusion
[2] diversity
[2] inaturalist
[1] insect
[1] openaccess
[1] citscithailand

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:
[13] feelgoodfriday

Top Words
Top Words in Tweet in Entire Graph:
[1416] #citizenscience
[1049] #citsci
[731] citizen
[650] science
[468] projects
[436] project
[391] more
[330] cstrackproject
[295] citscioz
[257] action4cs

Top Words in Tweet in G1:
[728] #citizenscience
[508] citizen
[506] #citsci
[419] science
[317] projects
[310] cstrackproject
[254] action4cs
[214] more
[202] read
[185] eucitsciproject

Top Words in Tweet in G2:
[317] #citizenscience
[231] citscioz
[199] #citscioz21
[138] citsci_geek
[98] project
[84] #citsci
[72] lbdscience
[71] gsbioblitz
[66] science
[65] great

Top Words in Tweet in G3:
[79] #citsci
[39] #citizenscience
[33] scistarter
[27] project
[27] citizen
[27] science
[23] projects
[17] scientists
[17] check
[16] learn

Top Words in Tweet in G4:
[33] newcastle
[30] project
[26] bristol
[25] live
[25] london
[25] nhm_citsci
[24] pond
[24] community
[22] access
[21] permission

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:
[119] spotteron
[107] #citizenscience
[81] #citsci
[48] apps
[44] project
[39] platform
[37] app
[30] citizen
[29] find
[23] science

Top Words in Tweet in G7:
[22] #citizenscience
[20] #communityscience
[19] #citsci
[13] check
[12] huge
[12] ebutterfly_org
[12] 2021
[12] year
[11] autumn
[11] news

Top Words in Tweet in G8:
[18] #citsci
[14] project
[12] finally
[12] method
[12] paper
[12] insects_mdpi
[12] describing
[12] detail
[12] aubenews
[12] transdisciplinary

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:
[24] direct
[24] actions
[22] jobs
[21] take
[20] tgif
[20] set
[20] enviro
[20] events
[20] citsci
[20] projects

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[526] citizen,science
[254] #citizenscience,#citsci
[157] learn,more
[150] read,full
[141] #citsci,#citizenscience
[120] citizen,scientists
[105] #citizenscience,projects
[104] coesoeu,#coeso
[91] full,whitepaper
[83] #socialsciences,#humanities

Top Word Pairs in Tweet in G1:
[374] citizen,science
[205] #citizenscience,#citsci
[146] read,full
[135] learn,more
[92] citizen,scientists
[88] full,whitepaper
[80] #citizenscience,projects
[78] coesoeu,#coeso
[74] #citsci,#citizenscience
[71] science,projects

Top Word Pairs in Tweet in G2:
[31] 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] citizen,science
[12] youth,public
[12] public,empowerment
[12] empowerment,day
[12] day,#cop26
[12] #cop26,check
[12] check,#citsci
[12] #citsci,projects
[12] projects,noaa
[12] noaa,partners

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] sample,water
[19] water,pond
[18] nhm_london,live

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:
[28] #citizenscience,apps
[24] spotteron,platform
[21] #citsci,project
[15] #citsci,app
[13] spotteron,#citizenscience
[13] citizen,science
[13] nature's,calendar
[12] running,spotteron
[11] celebrating,#citizenscience
[10] citizen,scientist

Top Word Pairs in Tweet in G7:
[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 Word Pairs in Tweet in G8:
[12] finally,method
[12] method,paper
[12] paper,insects_mdpi
[12] insects_mdpi,describing
[12] describing,detail
[12] detail,project
[12] project,aubenews
[12] aubenews,transdisciplinary
[12] transdisciplinary,multi
[11] gkalinkat,finally

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:
[24] direct,actions
[20] tgif,set
[20] set,enviro
[20] enviro,events
[20] events,citsci
[20] citsci,projects
[20] projects,jobs
[20] jobs,direct
[20] actions,take
[18] take,right

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

Top Replied-To in G1:
@eucitsciproject
@eucitsci
@s_voigtheucke
@mitforschen
@cstrackproject
@resbios
@tcddublin
@time4cs
@gefiont

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

Top Replied-To in G3:
@a_paranjpye
@lachdonna
@gsbioblitz

Top Replied-To in G4:
@phylofacts
@nhm_citsci
@jajxcpa
@pondriverstream
@naturalengland
@nhm_science
@darrenmarkevans
@nhm_london
@naturelark
@slbotanicalinst

Top Replied-To in G5:
@fuzzyleapfrog

Top Replied-To in G7:
@mustelidmay
@mhaklay
@dsfeld
@epamichaelregan
@grayfeist

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

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

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

Top Mentioned in G3:
@scistarter
@noaa
@noaaeducation
@citieshealtheu
@timeshighered
@asucollegeofgf
@newscience101
@eternagame
@asu
@drkerryane

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

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

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

Top Mentioned in G7:
@ebutterfly_org
@coopsciscoop
@vtatlasoflife
@jayfitzsy
@sciencemag
@citsciassoc
@audubonsociety
@earthwatch_org
@gvenicx
@epa

Top Mentioned in G8:
@insects_mdpi
@aubenews
@gkalinkat
@citsciasia
@globalcitsci
@mosquito_alert
@scedmunds
@nhm_citsci
@minderoo
@env_and_society

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

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

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

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

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

Top Tweeters in G3:
@wwf
@codewithtwitchi
@rosario_strano
@timeshighered
@mavasquez65
@garym
@evelynkissing10
@olewsolartv
@asu
@sciencecat222

Top Tweeters in G4:
@bsbibotany
@nico2lette
@tinawalkslondon
@bouyerpascal1
@bbcnewcastle
@ricmlm
@randomyarning
@naturelark
@sjrafloat
@nhm_london

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

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

Top Tweeters in G7:
@xrisfg
@calvincupini
@grayfeist
@mustelidmay
@mowatdoc
@audubonsociety
@michael_nielsen
@coopsciscoop
@rosemarymosco
@prairieczar

Top Tweeters in G8:
@vaselby
@diversityup
@vitrinanorte
@johnbarentine
@wanderer_jasnah
@infopointa
@andrewadavidson
@gkalinkat
@ubi_my
@carlosthefridge

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


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