citizenscience, Twitter, 11/1/2019 4:08:24 PM, 214981


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citizenscience_2019-11-01_08-43-37.xlsx
citizenscience_2019-11-01_08-43-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 01, 2019
Short Description:
citizenscience via NodeXL http://bit.ly/2pnJktf
@citscioz
@eucitsci
@scistarter
@eucitsciproject
@inaturalist
@scicheer
@ntxscied
@mfnberlin
@_citizenscience
@ausbutterflies

Top hashtags:
#citizenscience
#airpollution
#citsci
#monitoring
#mumbai
#biodiversitynext

Description:
Description
The graph represents a network of 4,267 Twitter users whose tweets in the requested range contained "citizenscience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 01 November 2019 at 15:45 UTC.

The requested start date was Friday, 01 November 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 11-day, 14-hour, 15-minute period from Sunday, 20 October 2019 at 07:19 UTC to Thursday, 31 October 2019 at 21:35 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 : 4267
Unique Edges : 6592
Edges With Duplicates : 2139
Total Edges : 8731
Number of Edge Types : 3
Mentions : 7806
Tweet : 774
Replies to : 151
Self-Loops : 774
Reciprocated Vertex Pair Ratio : 0.0605134474327628
Reciprocated Edge Ratio : 0.114121037463977
Connected Components : 378
Single-Vertex Connected Components : 117
Maximum Vertices in a Connected Component : 2822
Maximum Edges in a Connected Component : 6737
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.874187
Graph Density : 0.000381255376167759
Modularity : 0.692418
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,267 Twitter users whose tweets in the requested range contained "citizenscience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 01 November 2019 at 15:45 UTC.

The requested start date was Friday, 01 November 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 11-day, 14-hour, 15-minute period from Sunday, 20 October 2019 at 07:19 UTC to Thursday, 31 October 2019 at 21:35 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 : citizenscience
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[26] https://scijinks.gov/clouds/
[22] https://shop.raspberryshake.org/
[21] https://www.youtube.com/watch?v=n3pRZ9woP1I&feature=youtu.be

[21] https://onlinelibrary.wiley.com/doi/full/10.1111/ecog.04632?cookieSet=1
[16] http://www.milanoscaloromana.it/PM/
[16] https://www.futurelearn.com/courses/weobserve-the-earth
[12] https://fcub.milanoscaloromana.it
[11] https://www.smithsonianmag.com/science-nature/massive-citizen-science-effort-seeks-survey-entire-great-barrier-reef-180973367/
[11] https://appliedecologistsblog.com/2019/10/29/call-for-papers-citizen-science-special-feature/
[10] https://scistarter.org/facebook-live-qa-with-zombee-watch

Top URLs in Tweet in G1:
[5] https://www.abc.net.au/news/2019-10-05/rise-of-citizen-scientists-thanks-to-advances-in-technology/11516952?pfmredir=sm
[4] https://twitter.com/atlaslivingaust/status/1187189795870560256
[3] https://www.seek.com.au/job/40208929
[3] https://www.eventbrite.co.uk/e/south-east-citizen-science-meetup-tickets-68800282497?aff=Twitter
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41893-019-0390-3
[2] https://www.futurelearn.com/courses/weobserve-the-earth
[2] https://www.ecsa-conference.eu/infos/call
[2] https://mailchi.mp/10ab18bf0be3/eu-citizenscience-newsletter-citizen-science-and-pollution
[2] https://www.spiderspotter.com/en/
[2] https://www.nature.com/articles/d41586-019-03051-z?sf221749428=1

Top URLs in Tweet in G2:
[7] https://www.museumfuernaturkunde.berlin/de/museum/veranstaltungen/berliner-citizen-science-tag-2019-alle-forschen-mit
[6] https://www.berliner-zeitung.de/wissen/citizen-science-tag-buergerforscher-treffen-sich-im-berliner-museum-fuer-naturkunde--33357650
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-03051-z
[4] https://blog.slub-dresden.de/beitrag/2019/10/25/citizen-science-fragen-gibt-es-ueberall-in-berlin-dresden-und-bochum/
[3] http://www.spotteron.net
[3] https://www.youngscience.at/citizen-science-award-tag
[3] https://www.museumfuernaturkunde.berlin/en/participate/citizen-science/berliner-citizen-science-tag-2019-alle-forschen-mit
[3] https://www.museumfuernaturkunde.berlin/de/mitmachen/buergerwissenschaften/berliner-citizen-science-tag-2019-alle-forschen-mit
[3] https://twitter.com/ff_nachtigall/status/1188783719156461569
[3] https://science.apa.at/site/natur_und_technik/detail.html?key=SCI_20191015_SCI39391351451151180

Top URLs in Tweet in G3:
[9] https://scistarter.org/facebook-live-qa-with-zombee-watch
[5] https://www.forbes.com/sites/andrewwight/2019/10/18/citizen-scientists-find-over-500-species-living-in-this-latin-american-mega-city/#1923c98441fd
[5] https://scistarter.org/
[5] https://www.smithsonianmag.com/science-nature/massive-citizen-science-effort-seeks-survey-entire-great-barrier-reef-180973367/
[5] https://www.zooniverse.org/projects/sandorkruk/hubble-asteroid-hunter
[4] https://blog.scistarter.com/2019/10/youre-invited-planning-global-citizen-science-month-april-2020/
[4] https://blog.scistarter.com/featured-projects/2019/10/zombees-bats-and-roadkill-five-macabre-citizen-science-projects-for-halloween/
[4] https://twitter.com/kruksandor/status/1185681313350766592
[3] https://twitter.com/SciStarter/status/1188554555954515970
[3] https://t.ly/XWBZ

Top URLs in Tweet in G4:
[19] https://onlinelibrary.wiley.com/doi/full/10.1111/ecog.04632?cookieSet=1
[11] https://appliedecologistsblog.com/2019/10/29/call-for-papers-citizen-science-special-feature/
[5] https://besjournals.onlinelibrary.wiley.com/hub/citizen_science_cfp?=
[3] https://twitter.com/mjopocock/status/1186903449553821701
[1] https://twitter.com/BirdsCanada/status/1185243437844615168
[1] https://ebird.org/science/status-and-trends/blujay
[1] http://bit.ly/BESCitizenScience
[1] https://appliedecologistsblog.com/2019/10/04/editors-choice-5610/
[1] https://besjournals.onlinelibrary.wiley.com/hub/citizen_science_cfp?cookieSet=1
[1] https://twitter.com/BESNet_UNDP/status/1184455450860933121

Top URLs in Tweet in G5:
[16] http://www.milanoscaloromana.it/PM/
[12] https://fcub.milanoscaloromana.it
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-03051-z
[2] https://labni.org/
[2] https://www.sciencedaily.com/releases/2019/10/191022142204.htm
[2] https://chaseb2k.tumblr.com/post/188523906343/the-glasgow-effect-implies-cities-make-us-sad
[2] https://rifiutizeroumbria.blogspot.com/2019/10/appuntamento-con-cleanairschool-il-5.html
[2] https://www.theguardian.com/environment/2019/oct/24/snorkelling-grandmothers-uncover-large-population-of-venomous-sea-snakes-in-noumea
[2] http://wiatri.net/cbm/Conference/2020/
[1] https://twitter.com/birdlifeoz/status/1180003371907985409

Top URLs in Tweet in G6:
[1] https://www.researchgate.net/publication/336775766_Saving_wildlife_on_India's_roads_needs_collaborative_and_not_competitive_efforts
[1] https://www.currentscience.ac.in/php/cissue.php
[1] https://www.carboncopy.info/
[1] https://www.youtube.com/watch?v=cQDswZ6rm8Y&feature=youtu.be

[1] https://carboncopy.info/air-pollution-choke-hold-on-mumbai-revealed-in-first-citizen-science-experiment/

Top URLs in Tweet in G7:
[9] https://www.shorturl.at/btvP7
[4] http://sidc.be/valusun/citizenscience/index.php
[2] https://www.vhs.at/de/e/science/b/2019/04/24/citizenscience
[2] https://www.rri-tools.eu/-/citizen-science-and-the-united-nations-sustainable-development-goals
[1] https://twitter.com/EuCitSci/status/1177164429626150912
[1] https://www.uibk.ac.at/wuv/programm/wise2019/wissenschaft-braucht-menschen.html
[1] https://www.mdpi.com/journal/sustainability/special_issues/citizen_sci_sus
[1] https://twitter.com/csaustria/status/1186892772332199936
[1] https://ecsa-conference.eu/infos/call
[1] https://twitter.com/EuCitSci/status/1184080867016265728

Top URLs in Tweet in G8:
[12] https://www.futurelearn.com/courses/weobserve-the-earth
[7] https://www.esri.com/about/newsroom/blog/global-citizen-science-effort-marks-the-fiftieth-anniversary-of-earth-day/
[2] https://twitter.com/EsriBlog/status/1186656089627979776
[2] https://www.eventbrite.co.uk/e/south-east-citizen-science-meetup-tickets-68800282497
[2] https://twitter.com/WeObserveEU/status/1181824352242847745
[2] https://www.futurelearn.com/partners/university-of-dundee
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41893-019-0390-3
[1] https://www.nature.com/articles/s41893-019-0390-3
[1] https://aprendeenlinea.udea.edu.co/revistas/index.php/ikala/article/view/334341/20793680
[1] https://www.citizenscience.org/get-involved/regional-networks/#form

Top URLs in Tweet in G9:
[1] https://www.abc.net.au/radio-australia/programs/pacificbeat/how-citizen-science-is-changing-research-in-the-pacific/11648610
[1] https://twitter.com/DocHarleyMD/status/1189265728962224128
[1] https://biocollect.ala.org.au/acsa/project/index/77285a13-e231-49e8-b212-660c66c74bac
[1] https://www.countrynews.com.au/2019/10/28/882265/scientists-need-your-help-to-track-dying-trees

Top URLs in Tweet in G10:
[2] https://www.globe.gov/do-globe/globe-teachers-guide/teachers-guide-search
[2] https://www.globe.gov/news-events/globe-events/virtual-conferences/2020-international-virtual-science-symposium
[2] https://easin.jrc.ec.europa.eu/easin/CitizenScience/BecomeACitizen
[1] https://zoom.us/webinar/register/WN_7HoR7dbeQfO4DiGhHFpmfQ
[1] https://bit.ly/2MnBUi0
[1] https://www.globe.gov/news-events/globe-news/newsdetail/globe/nasa-stem-educator-professional-development-collaborative-presents-explore-earth-steam-lessons-in-elementary-globe-webinar-on-30-october?backURL=https://www.globe.gov:443/news-events/globe-news%3Fp_p_id%3Dcommonnewsportlet_WAR_globegovcmsportlet_INSTANCE_5Cs1%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-1%26p_p_col_count%3D1%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_5Cs1_year%3D0%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_5Cs1_categoryId%3D0%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_5Cs1_orgFilterId%3D0%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_5Cs1_cur%3D1%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_5Cs1_delta%3D5%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_5Cs1_keywords%3D%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_5Cs1_advancedSearch%3Dfalse%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_5Cs1_andOperator%3Dtrue
[1] https://www.globe.gov/news-events/globe-news/newsdetail/18527/nasa-takes-globe-to-camp?backURL=https://www.globe.gov:443/news-events/globe-news%3Fp_p_id%3Dcommonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-1%26p_p_col_count%3D1%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ_year%3D0%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ_categoryId%3D0%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ_orgFilterId%3D0%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ_cur%3D1%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ_delta%3D10%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ_keywords%3D%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ_advancedSearch%3Dfalse%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ_andOperator%3Dtrue
[1] https://www.globe.gov/news-events/globe-news/newsdetail/globe/explore-weather-phenomena-with-globe-weather-?backURL=https://www.globe.gov:443/news-events/globe-news%3Fp_p_id%3Dcommonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-1%26p_p_col_count%3D1%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ_year%3D0%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ_categoryId%3D0%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ_orgFilterId%3D0%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ_cur%3D1%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ_delta%3D10%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ_keywords%3D%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ_advancedSearch%3Dfalse%26_commonnewsportlet_WAR_globegovcmsportlet_INSTANCE_PGZ2fEY4HRmQ_andOperator%3Dtrue
[1] https://www.reabic.net/journals/mbi/2018/1/MBI_2018_Grason_etal.pdf
[1] https://twitter.com/SEEC_UCT/status/1185501417534054401

Top Domains
Top Domains in Tweet in Entire Graph:
[321] twitter.com
[70] youtube.com
[35] wiley.com
[29] facebook.com
[28] milanoscaloromana.it
[27] nature.com
[26] scijinks.gov
[23] scistarter.org
[22] org.au
[22] raspberryshake.org

Top Domains in Tweet in G1:
[40] twitter.com
[17] org.au
[11] net.au
[9] inaturalist.org
[6] nature.com
[6] com.au
[5] ac.uk
[4] youtube.com
[4] theguardian.com
[3] org.uk

Top Domains in Tweet in G2:
[57] twitter.com
[13] museumfuernaturkunde.berlin
[10] youtube.com
[8] spotteron.net
[7] nature.com
[7] berliner-zeitung.de
[5] uzh.ch
[5] slub-dresden.de
[4] actionproject.eu
[4] buergerschaffenwissen.de

Top Domains in Tweet in G3:
[32] twitter.com
[21] scistarter.org
[11] scistarter.com
[6] zooniverse.org
[5] forbes.com
[5] smithsonianmag.com
[3] youtube.com
[3] t.ly
[3] dreamcatchers.app
[3] ecsa-conference.eu

Top Domains in Tweet in G4:
[26] wiley.com
[12] appliedecologistsblog.com
[6] twitter.com
[1] ebird.org
[1] bit.ly
[1] tandfonline.com

Top Domains in Tweet in G5:
[34] twitter.com
[28] milanoscaloromana.it
[8] instagram.com
[6] theguardian.com
[3] nature.com
[3] linkedin.com
[2] opensensemap.org
[2] org.au
[2] labni.org
[2] sciencedaily.com

Top Domains in Tweet in G6:
[2] carboncopy.info
[1] researchgate.net
[1] ac.in
[1] youtube.com

Top Domains in Tweet in G7:
[15] twitter.com
[9] shorturl.at
[4] sidc.be
[2] vhs.at
[2] rri-tools.eu
[1] ac.at
[1] mdpi.com
[1] ecsa-conference.eu
[1] kuleuven.be
[1] pelckmanspro.be

Top Domains in Tweet in G8:
[14] futurelearn.com
[11] twitter.com
[8] esri.com
[3] nature.com
[2] citizenscience.org
[2] weobserve.eu
[2] co.uk
[1] edu.co
[1] debop.gr
[1] wilsoncenter.org

Top Domains in Tweet in G9:
[1] net.au
[1] twitter.com
[1] org.au
[1] com.au

Top Domains in Tweet in G10:
[8] globe.gov
[2] twitter.com
[2] europa.eu
[1] zoom.us
[1] bit.ly
[1] reabic.net
[1] sciencedirect.com
[1] arcgis.com
[1] co.za

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3202] citizenscience
[117] airpollution
[110] citsci
[95] monitoring
[94] mumbai
[88] biodiversitynext
[78] wombat
[75] earthquake
[69] wildoz
[69] worldwombatday



Top Hashtags in Tweet in G1:
[481] citizenscience
[85] biodiversitynext
[32] aussiebirdcount
[27] wildoz
[21] salamander
[18] dragonfly
[14] inaturalist
[14] naturemapr
[14] worldearthwormday
[13] citsci

Top Hashtags in Tweet in G2:
[447] citizenscience
[44] berlin
[37] citsci
[31] alleforschenmit
[24] opencall
[22] citsci2020
[18] pollution
[18] trieste
[18] mfnberlin
[16] action4cs

Top Hashtags in Tweet in G3:
[253] citizenscience
[21] monarchbutterfly
[20] citsci
[15] btgnc2019
[11] native
[10] iac2019
[8] fastscience
[7] volunteer
[6] 4/1/2020 12:00:00 AM
[6] globalcitizensciencemonth

Top Hashtags in Tweet in G4:
[95] citizenscience
[3] globalbigday
[2] ecological
[2] nature
[2] bringbirdsback
[2] tigre
[2] pacheco
[2] benavidez
[1] birding
[1] ebirdscience

Top Hashtags in Tweet in G5:
[238] citizenscience
[85] monitoring
[29] opendata
[28] fcub
[25] airqualitycategory
[16] milan
[12] milano
[8] aussiebirdcount
[6] airpollution
[5] research

Top Hashtags in Tweet in G6:
[105] citizenscience
[97] airpollution
[94] mumbai
[8] roadkill
[2] personalexposure
[2] airquality
[1] roadecology

Top Hashtags in Tweet in G7:
[60] citizenscience
[17] citsci2020
[12] burgerwetenschap
[10] insulin
[9] flanders
[9] netherlands
[7] sunspots
[6] diabetes
[6] zonnevlekken
[5] citsci

Top Hashtags in Tweet in G8:
[75] citizenscience
[11] sdgs
[7] wonderful
[5] citsci
[5] geoweek19
[5] noisepollution
[5] roadtraffic
[4] environment
[4] mechelen
[3] losangeles

Top Hashtags in Tweet in G9:
[76] wombat
[67] worldwombatday
[48] citizenscience
[39] wildlife
[38] wildoz
[38] mammal
[36] love
[22] happy
[22] world
[3] coastsnap

Top Hashtags in Tweet in G10:
[42] citizenscience
[17] globe
[9] theglobeprogram
[9] invasionbiology
[7] citsci
[7] gettingsciencedone
[6] weather
[6] ivss
[5] invasivealienspecies
[5] invasivealienseurope

Top Words
Top Words in Tweet in Entire Graph:
[3495] Words in Sentiment List#1: Positive
[993] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[108365] Non-categorized Words
[112853] Total Words
[3202] #citizenscience
[446] science
[442] citizen
[404] out
[403] project

Top Words in Tweet in G1:
[481] #citizenscience
[138] inaturalist
[85] #biodiversitynext
[75] citizen
[74] science
[67] project
[64] more
[63] up
[63] user
[60] help

Top Words in Tweet in G2:
[447] #citizenscience
[147] mfnberlin
[111] tag
[82] berliner
[63] mitforschen
[60] science
[56] 15
[53] citizen
[52] 1
[50] findet

Top Words in Tweet in G3:
[253] #citizenscience
[100] scistarter
[64] science
[63] citizen
[31] today
[31] the_zooniverse
[30] learn
[30] s
[26] join
[26] projects

Top Words in Tweet in G4:
[95] #citizenscience
[59] special
[50] feature
[40] pan_bes
[40] jappliedecology
[40] team_ebird
[39] new
[38] animalecology
[38] use
[38] data

Top Words in Tweet in G5:
[238] #citizenscience
[110] 5
[85] hierholzer
[85] weiher
[85] ph
[85] wert
[85] aktuell
[85] #monitoring
[57] 7
[53] hoch

Top Words in Tweet in G6:
[194] commuters
[105] #citizenscience
[97] train
[97] breathe
[97] 35
[97] less
[97] #airpollution
[97] bus
[97] first
[97] led

Top Words in Tweet in G7:
[60] #citizenscience
[25] 2020
[19] l_gijsel
[18] book
[18] eucitsci
[18] 1
[17] hoyweghen_i
[17] #citsci2020
[17] deadline
[16] project

Top Words in Tweet in G8:
[75] #citizenscience
[22] weobserveeu
[20] citizen
[17] new
[17] citsciassoc
[16] here
[16] science
[14] learn
[11] #sdgs
[11] mooc

Top Words in Tweet in G9:
[114] womsat
[113] wombat
[105] s
[76] #wombat
[67] #worldwombatday
[58] today
[53] day
[52] up
[48] #citizenscience
[47] world

Top Words in Tweet in G10:
[42] #citizenscience
[17] globeprogram
[17] #globe
[13] teachers
[13] alienseurope
[12] scientists
[11] app
[10] want
[10] learn
[10] globe

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[320] citizen,science
[157] #citizenscience,project
[136] check,out
[110] #citizenscience,tag
[98] first,#citizenscience
[97] train,commuters
[97] breathe,35
[97] 35,less
[97] less,#airpollution
[97] #airpollution,bus

Top Word Pairs in Tweet in G1:
[52] citizen,science
[47] #citizenscience,project
[25] ausbutterflies,app
[25] inat,user
[24] observation,day
[23] check,out
[23] inaturalist,inat
[22] inaturalist,user
[21] buttercups,dot
[21] dot,mountain

Top Word Pairs in Tweet in G2:
[106] #citizenscience,tag
[64] berliner,#citizenscience
[41] citizen,science
[31] ersten,#citizenscience
[31] tag,#berlin
[31] 1,berliner
[27] zum,ersten
[24] ab,15
[21] tag,mfnberlin
[21] mfnberlin,statt

Top Word Pairs in Tweet in G3:
[48] citizen,science
[19] ukri,funded
[19] funded,researcher
[19] researcher,experiment
[19] experiment,citizen
[19] science,two
[19] two,weeks
[19] weeks,left
[19] left,apply
[18] tom_saunders,ukri

Top Word Pairs in Tweet in G4:
[50] special,feature
[38] use,#citizenscience
[38] #citizenscience,data
[27] submissions,new
[27] new,special
[24] looking,submissions
[23] journals,looking
[21] britishecolsoc,journals
[20] jappliedecology,animalecology
[20] citizen,science

Top Word Pairs in Tweet in G5:
[85] hierholzer,weiher
[85] weiher,ph
[85] ph,wert
[85] #monitoring,#citizenscience
[53] wert,hoch
[53] hoch,liegt
[53] liegt,aktuell
[53] aktuell,7
[44] pm2,5
[32] wert,nieder

Top Word Pairs in Tweet in G6:
[97] train,commuters
[97] breathe,35
[97] 35,less
[97] less,#airpollution
[97] #airpollution,bus
[97] bus,commuters
[97] commuters,first
[97] first,#citizenscience
[97] #citizenscience,led
[97] led,study

Top Word Pairs in Tweet in G7:
[14] 1,nov
[14] val,u
[14] u,sun
[12] #citsci2020,ecsa
[12] ecsa,conference
[12] conference,2020
[12] 2020,24
[12] 24,26
[12] 26,2020
[12] 2020,trieste

Top Word Pairs in Tweet in G8:
[16] citizen,science
[9] #citizenscience,starts
[8] register,here
[8] here,free
[7] meetmeemechelen,s
[7] ihedelft,new
[7] new,weobserveeu
[7] weobserveeu,online
[7] online,mooc
[7] mooc,#citizenscience

Top Word Pairs in Tweet in G9:
[58] today,womsat
[46] wombat,wednesday
[38] #citizenscience,#wildoz
[38] #wildoz,#wildlife
[38] #wildlife,#mammal
[36] #love,#worldwombatday
[36] #worldwombatday,s
[36] s,try
[36] try,log
[36] log,wombat

Top Word Pairs in Tweet in G10:
[9] simberloff,know
[9] know,early
[9] early,detection
[9] detection,rapid
[9] rapid,response
[9] response,edrr
[9] edrr,key
[9] key,managing
[9] managing,preventing
[9] preventing,successful

Top Replied-To
Top Replied-To in Entire Graph:
@eucitsci
@mfnberlin
@ausbutterflies
@skyglowberlin
@plumeplotter
@sfotonium
@cciudadanaes
@inosproject
@raspishakeq
@kruksandor

Top Replied-To in G1:
@ausbutterflies
@rtw_aus
@birgittaries
@bigwaspsurvey
@nhm_london
@unileidennews
@tcddublin
@mrunewsbureau
@_minecogob
@mbaaraka

Top Replied-To in G2:
@mfnberlin
@sfotonium
@plumeplotter
@cciudadanaes
@inosproject
@drifteur
@_citizenscience
@jamiewa50042387
@savekuilsriver
@kateforster20

Top Replied-To in G3:
@kruksandor
@ligaze
@ntxscied
@34islandsboston
@jesswade
@haughneysarah
@publicintegrity
@nature
@the_zooniverse

Top Replied-To in G4:
@animalecology

Top Replied-To in G7:
@eucitsci
@phil_baty
@hoyweghen_i
@sus_mdpi

Top Replied-To in G8:
@jeanneholm
@andreamilan_
@andreawiggins
@gretathunberg
@meetmeemechelen

Top Replied-To in G9:
@docharleymd

Top Replied-To in G10:
@chuhfairfax
@msmuroff
@eu_sciencehub

Top Mentioned
Top Mentioned in Entire Graph:
@mfnberlin
@inaturalist
@scistarter
@carboncopyinfo
@eucitsci
@eucitsciproject
@raspishake
@action4cs
@mitforschen
@womsat

Top Mentioned in G1:
@inaturalist
@ausbutterflies
@citscioz
@nhm_citsci
@nhm_london
@eucitsciproject
@nicolekearney
@birdlifeoz
@sydneychemistry
@_breakinggood

Top Mentioned in G2:
@mfnberlin
@mitforschen
@eucitsci
@action4cs
@eucitsciproject
@ff_nachtigall
@cristinamsluis
@schmeckprojekt
@naturblickmfn
@spotteron

Top Mentioned in G3:
@scistarter
@the_zooniverse
@tom_saunders
@monarchfrey
@drkerryane
@instantwild
@etchacell
@martinjones78
@stallcatchers
@kimberlywaite8

Top Mentioned in G4:
@jappliedecology
@team_ebird
@britishecolsoc
@pan_bes
@animalecology
@funecology
@methodsecolevol
@jecology
@ecographyjourna

Top Mentioned in G5:
@labni5
@cru_rz
@wiscbm

Top Mentioned in G6:
@carboncopyinfo
@akadarj
@ecology_trans
@wct_india
@bittusahgal
@urbansciencesin
@wti_org_india
@roadecology
@vijayptoi

Top Mentioned in G7:
@l_gijsel
@hoyweghen_i
@boekenbeurs
@orb_ksb
@eucitsci
@openinsulin
@synbiobeta
@csaustria
@rritools

Top Mentioned in G8:
@weobserveeu
@citsciassoc
@groundtruth20
@ihedelft
@growobservatory
@meetmeemechelen
@citizen_gis
@futurelearn
@justoneocean
@eu

Top Mentioned in G9:
@womsat
@lostwombats
@docharleymd
@unswwater
@westsyduhie
@westernsydneyu
@unswengineering
@unsw
@ausmammals
@citscioz

Top Mentioned in G10:
@globeprogram
@alienseurope
@citizenscience
@dremmaljohnston
@sophiacarmelt
@aspea2
@lifeinvasaqua
@browardenv
@eu_comission
@eu_sciencehub

Top Tweeters
Top Tweeters in Entire Graph:
@jamesroy
@robre62
@roblwilson
@ecointernetdrgb
@ericdemarylebon
@chidambara09
@saragomezaranci
@mccarrenbill
@raumunz
@breakinews

Top Tweeters in G1:
@raumunz
@lizditz
@a_la_folie0248
@mr_spock
@hackneywick
@tyyn_hy
@titis_erenoa
@abcnews
@almostinfamous
@minsquish

Top Tweeters in G2:
@rnitsch
@barin_moon
@mwt2008
@davidbflower
@btkrth
@a_ka_es
@hansthegerman
@berlinerzeitung
@lunarheritage
@klausriede

Top Tweeters in G3:
@mccarrenbill
@bluebirdtrini
@peac4love
@bostonglobe
@forbes
@sussyy1234
@halehawk
@bckaemper
@smithsonianmag
@faithin2020

Top Tweeters in G4:
@haltaq
@gramelgar
@laplapv3
@akdm_bot
@angelseti
@brianlr19728
@backyardbeyond
@fcoel
@greenwingspino
@victorlpezmtz

Top Tweeters in G5:
@robre62
@ecointernetdrgb
@miss_placed_
@armanwalker
@rdgresident
@infomgmtexec
@tomnijsen
@anduminas
@quartomiglio
@carlyziter

Top Tweeters in G6:
@breakinews
@pitarampal
@pickooo
@prameshjain12
@aryavart_bhumi
@arun_officl
@niki_hi81
@nikhilkanoje6
@krishna25383438
@bhagirathi29

Top Tweeters in G7:
@funsizesuze
@phil_baty
@euscienceinnov
@erinmaochu
@pickersgillm
@wellcometrust
@uniofbath
@frankdeboosere
@digtalhumanatee
@synbiobeta

Top Tweeters in G8:
@hullfair
@penguingalaxy
@salhaj
@mrjohnnymac18
@josephkerski
@susanshharrison
@annafowlie
@stacygray45
@goodgreenwomen
@dundeeuni

Top Tweeters in G9:
@johnsalmond
@feralartist
@jazznyanko22
@ikezaemon01
@neco_neco_3
@kabechoro_gekko
@echidna_paw
@hoos_men
@aaaahhhxy
@eisakadou

Top Tweeters in G10:
@chrismac1270
@kirkwoodlab
@jeanmariemaier
@dremmaljohnston
@texasspacegrant
@eu_sciencehub
@browardstem
@pseanmc
@maynoothuni
@zoom_us


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