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citsci_2022-01-21_17-06-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 22, 2022
Short Description:
citsci via NodeXL https://bit.ly/3qNoikw
@citsci_geek
@citieshealtheu
@citscioz
@nhm_citsci
@coesoeu
@cstrackproject
@scistarter
@anecdata_org
@citsci
@eucitsciproject

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

Description:
Description
The graph represents a network of 2,124 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, 22 January 2022 at 01:13 UTC.

The requested start date was Saturday, 22 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 111-day, 14-hour, 33-minute period from Friday, 01 October 2021 at 06:27 UTC to Thursday, 20 January 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 : 2124
Unique Edges : 2688
Edges With Duplicates : 7653
Total Edges : 10341
Number of Edge Types : 5
Retweet : 2518
MentionsInRetweet : 4136
Mentions : 2978
Tweet : 460
Replies to : 249
Self-Loops : 486
Reciprocated Vertex Pair Ratio : 0.0900277008310249
Reciprocated Edge Ratio : 0.165184243964422
Connected Components : 60
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 1896
Maximum Edges in a Connected Component : 9956
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.137191
Graph Density : 0.00104718033057367
Modularity : 0.352497
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,124 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, 22 January 2022 at 01:13 UTC.

The requested start date was Saturday, 22 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 111-day, 14-hour, 33-minute period from Friday, 01 October 2021 at 06:27 UTC to Thursday, 20 January 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:
[62] https://zenodo.org/record/5653454#.YYuAtb1Bx8Y
[37] https://zenodo.org/record/5026192
[31] https://t.co/hrUgBiqi2J
[23] https://eu-citizen.science/
[21] https://liebesbriefarchiv.de/
[16] http://citsci.geog.mcgill.ca/en/users/sign_in
[15] https://rockymountainwild.org/eawr
[14] https://www.inaturalist.org/projects/map-the-mistletoe-in-south-london
[12] https://coeso.hypotheses.org/about/open-call
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269285

Top URLs in Tweet in G1:
[62] https://zenodo.org/record/5653454#.YYuAtb1Bx8Y
[37] https://zenodo.org/record/5026192
[20] https://eu-citizen.science/
[9] https://actionproject.eu/a-preview-of-our-recommendations-to-mainstream-citizen-science/
[8] https://www.discovermagazine.com/the-sciences/four-people-four-different-paths-into-citizen-science
[8] https://mailchi.mp/0ec4a13ff005/eu-citizenscience-final-newsletter?e=28d14b1774
[7] https://blog.scistarter.org/2020/05/how-counting-caterpillars-can-help-scientists-understand-climate-change/
[7] https://cstrack.eu/reports/who-takes-part-in-citizen-science-projects-why/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269285
[6] https://theconversation.com/amp/from-counting-birds-to-speaking-out-how-citizen-science-leads-us-to-ask-crucial-questions-166673

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://twitter.com/CitSci_Geek/status/1453878174958325766
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269285
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264891
[2] https://www.cottoninfo.com.au/soilyourundies
[2] https://citizenscience.org.au/ala-project-finder/
[2] https://twitter.com/all_isee/status/1472463040859697152

Top URLs in Tweet in G3:
[12] https://coeso.hypotheses.org/about/open-call
[8] https://coeso.hypotheses.org/about/advisory-board
[3] https://eu-citizen.science/
[2] https://coeso.hypotheses.org/
[1] https://twitter.com/i/web/status/1447449416697274375
[1] https://coeso.hypotheses.org/533
[1] https://twitter.com/i/web/status/1462722568822083588
[1] https://coeso.hypotheses.org/pilots
[1] https://zenodo.org/record/5141875
[1] https://zenodo.org/record/5599007

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.aaas.org/page/center-public-engagement-science-and-technology/2015/communicating-science-seminar
[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:
[31] https://t.co/hrUgBiqi2J
[6] https://www.timeshighereducation.com/news/citizen-science-makes-breakthrough-post-pandemic
[6] http://ow.ly/3Tyc50FLde4
[6] http://ow.ly/wOXN50GAlJ6
[4] http://ow.ly/ErNF50FLd79
[3] https://observer.globe.gov/do-globe-observer/challenges/cloud-challenge-2022
[3] https://www.usgs.gov/core-science-systems/ngp/tnm-corps/mapping-challenges?qt-science_support_page_related_con=3#qt-science_support_page_related_con
[2] http://ow.ly/NZ5q50HoGor
[2] https://instantwild.zsl.org/intro
[1] https://twitter.com/nightskynetwork/status/1480726470842621952

Top URLs in Tweet in G6:
[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://twitter.com/HVanceChalcraft/status/1479209156166832128
[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/

Top URLs in Tweet in G7:
[9] https://www.spotteron.net/
[9] https://www.spotteron.net/blog-and-news/celebrating-participation-in-citizenscience-collectible-cards-for-citscioz21
[4] https://www.spotteron.net
[3] https://www.spotteron.net/apps
[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/citizen-science-app-features
[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/regional-community-science-projects/makenya

Top URLs in Tweet in G8:
[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://iam.dioe.at/blog/3132
[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

Top URLs in Tweet in G9:
[2] https://www.linkedin.com/slink?code=gi9G6qjj
[1] https://twitter.com/action4cs/status/1460243769232699394
[1] https://docs.google.com/forms/d/e/1FAIpQLSfjPHp6cEqmEXLxIkJUp3cPnFUzndVb1H4ZX7GNuRMHv2U7Iw/viewform
[1] https://twitter.com/FrontEnvSci/status/1483735718786744320
[1] https://twitter.com/ceabcsic/status/1481545237575069696
[1] https://twitter.com/i/web/status/1481577743615725577
[1] https://www.mdpi.com/2075-4450/12/12/1117
[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

Top URLs in Tweet in G10:
[3] https://twitter.com/Sophie_Musset/status/1468273811082682382?s=20
[3] https://blog.csiro.au/citizen-science-disaster-recovery/
[2] https://www.noaa.gov/education/stories/countdown-to-earth-day-noaa-unlocks-citizen-science-project-of-day
[1] https://www.seasonwatch.in/sw-user/login.php
[1] https://twitter.com/3d_india/status/1467762603413753861
[1] https://www.mcsuk.org/what-you-can-do/volunteering/big-seaweed-search/
[1] http://blog.aurorasaurus.org/?p=1660

Top Domains
Top Domains in Tweet in Entire Graph:
[250] twitter.com
[112] zenodo.org
[57] cstrack.eu
[49] spotteron.net
[45] scistarter.org
[41] inaturalist.org
[31] t.co
[28] nodexlgraphgallery.org
[27] hypotheses.org
[25] ow.ly

Top Domains in Tweet in G1:
[108] zenodo.org
[87] twitter.com
[57] cstrack.eu
[42] scistarter.org
[20] eu-citizen.science
[19] actionproject.eu
[12] theconversation.com
[11] nodexlgraphgallery.org
[11] mailchi.mp
[10] citsci.org

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

Top Domains in Tweet in G3:
[27] hypotheses.org
[6] twitter.com
[3] zenodo.org
[3] eu-citizen.science
[1] crimhalt.org
[1] cnrs.fr
[1] uphf.fr
[1] sciencespo.fr
[1] fundit.fr
[1] rfiea.fr

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

Top Domains in Tweet in G5:
[31] t.co
[25] ow.ly
[10] twitter.com
[6] timeshighereducation.com
[5] globe.gov
[5] usgs.gov
[4] org.nz
[3] zsl.org
[1] facebook.com
[1] zooniverse.org

Top Domains in Tweet in G6:
[6] twitter.com
[2] goodreads.com
[2] linkedin.com
[2] facebook.com
[1] sciencemag.org
[1] bookshop.org
[1] ncsu.edu
[1] earthwatch.org
[1] inaturalist.org
[1] viglink.com

Top Domains in Tweet in G7:
[49] spotteron.net
[7] twitter.com
[2] epa.gov
[1] spotteron.com
[1] citsci.org

Top Domains in Tweet in G8:
[21] liebesbriefarchiv.de
[9] twitter.com
[7] tiktok.com
[2] vbib.net
[1] dioe.at

Top Domains in Tweet in G9:
[6] 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 G10:
[4] twitter.com
[3] csiro.au
[2] noaa.gov
[1] seasonwatch.in
[1] mcsuk.org
[1] aurorasaurus.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1651] citizenscience
[1164] citsci
[289] coeso
[221] citscioz21
[150] socialsciences
[133] sdgs
[117] opencall
[111] h2020
[103] futureofcs2021
[98] humanities



Top Hashtags in Tweet in G1:
[806] citizenscience
[585] citsci
[130] sdgs
[109] h2020
[100] futureofcs2021
[85] openscience
[59] coeso
[40] socialsciences
[37] opendata
[34] rri

Top Hashtags in Tweet in G2:
[324] citizenscience
[199] citscioz21
[85] citsci
[33] gsb2021
[28] biodiversity
[26] primarystemchat
[21] tech
[21] wildlife
[21] nature
[21] conservation

Top Hashtags in Tweet in G3:
[226] coeso
[179] citizenscience
[107] socialsciences
[86] opencall
[73] humanities
[58] citsci
[32] participatoryresearch
[32] researchimpacteu
[26] citizenscientist
[23] communityscience

Top Hashtags in Tweet in G4:
[14] london
[3] gosforthnaturereserve
[2] edna
[1] ponds
[1] naaee2021
[1] aaasmtg
[1] sciengage
[1] citsci
[1] uclgradopenevents
[1] newyear2022

Top Hashtags in Tweet in G5:
[85] citsci
[70] tnmcorps
[57] citizenscience
[50] usgs
[50] gis
[36] mapping
[22] climate
[18] vgi
[17] thenationalmap
[14] cloudchallenge

Top Hashtags in Tweet in G6:
[24] citizenscience
[23] communityscience
[22] citsci
[6] scicomm
[4] butterflycount
[3] highered
[3] publicscience
[3] thread
[3] inclusion
[3] butterflyingworldseries

Top Hashtags in Tweet in G7:
[117] citizenscience
[86] citsci
[15] citscioz21
[8] butterfly
[7] ornithology
[6] phenology
[6] communityscience
[5] citizenscientist
[4] citscihelvetia2021
[3] horizoneu

Top Hashtags in Tweet in G8:
[26] citsci
[24] citizenscience
[14] liebesbriefe
[10] grußundkuss
[9] wisskomm
[8] liebesbriefarchiv
[7] vbib21
[7] tiktok
[5] grussundkuss
[5] digitalhumanities

Top Hashtags in Tweet in G9:
[23] citsci
[13] citizenscience
[4] apunspbf
[3] farseer
[2] participation
[2] inclusion
[2] diversity
[2] inaturalist
[1] azziadnasenya
[1] africa

Top Hashtags in Tweet in G10:
[17] citsci
[11] seasonwatch
[10] cop26
[8] series
[8] native
[8] exotic
[8] invasive
[8] nativetrees
[6] seaweed
[4] climatechange

Top Words
Top Words in Tweet in Entire Graph:
[1651] #citizenscience
[1164] #citsci
[835] citizen
[742] science
[533] projects
[503] project
[451] more
[378] cstrackproject
[314] citscioz
[310] coesoeu

Top Words in Tweet in G1:
[806] #citizenscience
[596] citizen
[585] #citsci
[487] science
[360] cstrackproject
[273] projects
[258] action4cs
[225] more
[220] eucitsciproject
[202] read

Top Words in Tweet in G2:
[324] #citizenscience
[242] citscioz
[199] #citscioz21
[148] citsci_geek
[99] project
[85] #citsci
[77] gsbioblitz
[73] lbdscience
[72] science
[71] great

Top Words in Tweet in G3:
[231] coesoeu
[223] #coeso
[179] #citizenscience
[138] projects
[107] #socialsciences
[106] 50
[86] #opencall
[82] 000
[73] #humanities
[61] pilot

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

Top Words in Tweet in G5:
[85] #citsci
[76] nasa
[70] #tnmcorps
[57] #citizenscience
[50] fedcitsci
[50] #usgs
[50] #gis
[45] globeprogram
[42] globe
[36] #mapping

Top Words in Tweet in G6:
[24] #citizenscience
[23] #communityscience
[22] #citsci
[13] check
[12] ebutterfly_org
[12] 2021
[12] year
[12] huge
[11] autumn
[11] news

Top Words in Tweet in G7:
[132] spotteron
[117] #citizenscience
[86] #citsci
[49] project
[49] apps
[44] platform
[39] app
[33] citizen
[30] find
[26] more

Top Words in Tweet in G8:
[66] lbriefarchiv
[27] digitale
[26] #citsci
[24] #citizenscience
[23] veranstaltung
[22] erste
[22] gestartet
[22] endlich
[22] heute
[22] geben

Top Words in Tweet in G9:
[23] #citsci
[15] project
[15] citizen
[15] science
[15] africa
[13] #citizenscience
[12] finally
[12] method
[12] paper
[12] insects_mdpi

Top Words in Tweet in G10:
[17] #citsci
[16] learn
[13] check
[13] day
[11] noaa
[11] trees
[11] #seasonwatch
[10] youth
[10] public
[10] empowerment

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[605] citizen,science
[277] #citizenscience,#citsci
[177] learn,more
[161] read,full
[150] #citsci,#citizenscience
[141] #citizenscience,projects
[132] citizen,scientists
[110] 50,000
[106] coesoeu,#coeso
[96] #socialsciences,#humanities

Top Word Pairs in Tweet in G1:
[434] citizen,science
[222] #citizenscience,#citsci
[157] read,full
[145] learn,more
[111] citizen,scientists
[88] full,whitepaper
[82] #citsci,#citizenscience
[78] cs,track
[77] science,projects
[74] more,cs

Top Word Pairs in Tweet in G2:
[32] citizen,science
[25] citscioz,citsci_geek
[24] #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:
[82] 50,000
[77] coesoeu,#coeso
[75] #citizenscience,projects
[71] #socialsciences,#humanities
[70] projects,#socialsciences
[51] 000,#citizenscience
[49] #coeso,#opencall
[44] apply,jan
[41] #opencall,#citizenscience
[36] pilot,projects

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:
[51] #citsci,#citizenscience
[50] fedcitsci,#citsci
[50] #citizenscience,#usgs
[35] #usgs,#mapping
[35] #mapping,#gis
[32] #tnmcorps,fedcitsci
[26] nasa,globe
[22] citizen,science
[22] keeping,eye
[22] helps,nasa

Top Word Pairs in Tweet in G6:
[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 G7:
[28] #citizenscience,apps
[24] spotteron,platform
[23] #citsci,project
[18] spotteron,#citizenscience
[15] #citsci,app
[14] citizen,science
[13] nature's,calendar
[12] running,spotteron
[11] celebrating,#citizenscience
[10] citizen,scientist

Top Word Pairs in Tweet in G8:
[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 G9:
[14] citizen,science
[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

Top Word Pairs in Tweet in G10:
[10] youth,public
[10] public,empowerment
[10] empowerment,day
[10] day,#cop26
[10] #cop26,check
[10] check,#citsci
[10] #citsci,projects
[10] projects,noaa
[10] noaa,partners
[10] partners,learn

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

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

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

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

Top Replied-To in G5:
@a_paranjpye

Top Replied-To in G6:
@mustelidmay
@dsfeld
@mhaklay
@grayfeist
@epamichaelregan
@gsbioblitz

Top Replied-To in G7:
@vicbiocon

Top Replied-To in G8:
@fuzzyleapfrog

Top Replied-To in G9:
@citsci_africa
@experienceusiu

Top Replied-To in G10:
@lachdonna

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

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

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

Top Mentioned in G3:
@coesoeu
@operaseu
@tizianalombardo
@selasia
@mosaic_eu
@sockets_eu
@francish2020
@irissmartcities
@action4cs
@lucadex

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

Top Mentioned in G5:
@fedcitsci
@globeprogram
@the_zooniverse
@nasa
@scistarter
@nasaclimate
@usgstnm
@timeshighered
@asucollegeofgf
@asu

Top Mentioned in G6:
@ebutterfly_org
@coopsciscoop
@vtatlasoflife
@citsciassoc
@jayfitzsy
@sciencemag
@audubonsociety
@epa
@earthwatch_org
@gvenicx

Top Mentioned in G7:
@spotteron
@citscioz
@bigcitybirds1
@eparesearch
@earthwatch_aus
@ispotabee
@zamg_at
@crowd_water
@naturkalender
@sydney_uni

Top Mentioned in G8:
@lbriefarchiv
@rappandrea
@wyss_el
@msiemund
@mfnberlin
@missvankuchen
@jim_salmons
@natfriedman
@maier_ak
@jjnoordegraaf

Top Mentioned in G9:
@insects_mdpi
@aubenews
@gkalinkat
@citsciasia
@mosquito_alert
@citsci_africa
@globalcitsci
@afrialliance1
@experienceusiu
@scedmunds

Top Mentioned in G10:
@noaa
@seasonwatch_in
@noaaeducation
@mcsuk
@cop26
@spaceyliz
@citieshealtheu
@citscioz
@yreint
@wildscotplace

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

Top Tweeters in G1:
@el_pais
@education_24x7
@sdreyse
@miragenewscom
@abcnews
@leafwarbler
@digitaltrends
@riotta
@b0tsci
@e_nterdiscipl

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

Top Tweeters in G3:
@steltenpower
@penguingalaxy
@patrickfavrel
@bituur_esztreym
@cleanairuk
@teachhope4
@guillembelmar
@ferli90
@iamgabbarson
@pianumaio

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

Top Tweeters in G5:
@john1966olsen
@ricardo_ik_ahau
@andrefarfan10
@timeshighered
@absmom1
@wisedadlives
@garym
@j2tvy
@nasa
@asu

Top Tweeters in G6:
@xrisfg
@calvincupini
@grayfeist
@mustelidmay
@mowatdoc
@audubonsociety
@michael_nielsen
@coopsciscoop
@rosemarymosco
@prairieczar

Top Tweeters in G7:
@raivoonet
@gadiooumoul
@deidami34258310
@ebay1975
@alexand54516540
@epronaki
@gittegrafie
@narayanmaury
@tq0s3uo5e0zqrfo
@ulfateh

Top Tweeters in G8:
@opensource_orgs
@the404code
@chabis_ch
@v_i_o_l_a
@annettestr
@fuzzyleapfrog
@fdmhildesheim
@digtalhumanatee
@stabihh
@botlabhd

Top Tweeters in G9:
@vaselby
@diversityup
@vitrinanorte
@johnbarentine
@wanderer_jasnah
@infopointa
@andrewadavidson
@gkalinkat
@ubi_my
@carlosthefridge

Top Tweeters in G10:
@jfsebastian146
@wwf
@masterprogram1
@jane__eden
@sitahyderabadi
@mavasquez65
@melbourne_7
@globalunion3
@evelynkissing10
@olewsolartv


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