citizenscience, Twitter, 2/11/2021 9:11:25 AM, 247478


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citizenscience_2021-02-10_19-59-20.xlsx
citizenscience_2021-02-10_19-59-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 11, 2021
Short Description:
citizenscience via NodeXL https://bit.ly/3a6OVIP
@defis_eu
@openscitalk
@scistarter
@citscioz
@salhaj
@citieshealtheu
@inaturalist
@epuujee
@jillfnugent
@eucitsci

Top hashtags:
#citizenscience
#earthquake
#fijnstof
#airpollution
#pm10
#pm2
#waalre
#luftdaten

Description:
Description
The graph represents a network of 5,289 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 Thursday, 11 February 2021 at 04:12 UTC.

The requested start date was Thursday, 11 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 17-hour, 53-minute period from Thursday, 28 January 2021 at 06:17 UTC to Thursday, 11 February 2021 at 00:11 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 : 5289
Unique Edges : 3924
Edges With Duplicates : 12670
Total Edges : 16594
Number of Edge Types : 5
Retweet : 5076
MentionsInRetweet : 7533
Tweet : 1462
Mentions : 2426
Replies to : 97
Self-Loops : 1504
Reciprocated Vertex Pair Ratio : 0.0501165501165501
Reciprocated Edge Ratio : 0.095449500554939
Connected Components : 390
Single-Vertex Connected Components : 145
Maximum Vertices in a Connected Component : 3854
Maximum Edges in a Connected Component : 13229
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.00699
Graph Density : 0.000289936096067853
Modularity : 0.439197
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 5,289 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 Thursday, 11 February 2021 at 04:12 UTC.

The requested start date was Thursday, 11 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 17-hour, 53-minute period from Thursday, 28 January 2021 at 06:17 UTC to Thursday, 11 February 2021 at 00:11 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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[90] https://venturebeat.com/2021/01/31/forget-user-experience-ai-must-focus-on-citizen-experience/
[59] https://www.wildme.org/#/
[12] https://ecsa.citizen-science.net/2021/01/12/upcoming-webinarlessons-from-the-landsense-project/
[12] http://www.gardenmoths.org.uk
[9] https://www.rspb.org.uk/get-involved/activities/birdwatch/
[8] https://www.bats.org.uk/about-bats/threats-to-bats/lighting
[7] https://www.mygreenpod.com/articles/star-count-2021/
[7] https://theconversation.com/citizen-scientists-are-filling-research-gaps-created-by-the-pandemic-152521?utm_medium=amptwitter&utm_source=twitter
[6] https://cstrack.eu/
[6] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G1:
[12] https://ecsa.citizen-science.net/2021/01/12/upcoming-webinarlessons-from-the-landsense-project/
[5] https://theoryandpractice.citizenscienceassociation.org/articles/10.5334/cstp.96/
[5] https://eu-citizen.science/
[5] https://twitter.com/mhaklay/status/1357283362168307714
[4] https://www.aaas.org/membership/member-spotlight/citizen-science-project-notes-nature-digitizes-millions-plant-specimens
[4] https://cstrack.eu/
[4] https://blog.temboo.com/what-is-citizen-science/
[4] https://twitter.com/LERUnews/status/1353655769409986560
[3] https://twitter.com/cstrackproject/status/1358729593780371456
[3] https://csi-cop.eu/first-newsletter/

Top URLs in Tweet in G3:
[6] https://theconversation.com/citizen-scientists-are-filling-research-gaps-created-by-the-pandemic-152521?utm_medium=amptwitter&utm_source=twitter
[5] https://www.inaturalist.org/observations/9986007
[3] https://scistarter.org/olli-at-asu-course-become-a-citizen-scientist-faci
[3] https://www.cbc.ca/radio/asithappens/as-it-happens-monday-edition-1.5896324/daddy-look-at-this-four-year-old-discovers-dinosaur-footprint-on-the-beach-1.5896347?__vfz=medium%3Dsharebar
[2] http://blog.aurorasaurus.org/?p=1313
[2] https://www.nationalgeographic.com/animals/2021/01/we-havent-seen-quarter-of-known-bee-species-since-1990s/
[2] https://scistarter.org/join-the-great-backyard-bird-count
[2] https://scistarter.org/community-snow-observations
[2] https://scistarter.org/finder?activity=34
[2] https://twitter.com/lizdporter/status/1353711738890424323

Top URLs in Tweet in G4:
[1] https://twitter.com/WarksWx/status/1356164685788282880

Top URLs in Tweet in G5:
[7] https://www.mygreenpod.com/articles/star-count-2021/
[7] https://www.bats.org.uk/about-bats/threats-to-bats/lighting
[5] https://www.rspb.org.uk/schoolswatch
[4] https://www.cpre.org.uk/what-we-care-about/nature-and-landscapes/dark-skies/star-count-2021/
[2] https://www.seabirdwatch.org/
[2] https://twitter.com/NOAAeducation/status/1308821179009060865
[1] https://dnapuzzles.org/2021/02/09/using-puzzle-solutions-to-aerate-alignments/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnature07540%2F
[1] https://twitter.com/Caledonia_PS/status/1356358712097697793
[1] https://twitter.com/Greenmeadow8/status/1354570822623633410

Top URLs in Tweet in G6:
[4] https://canberra.naturemapr.org/sightings/4369848
[3] https://sciences.adelaide.edu.au/events/list/2020/12/ecology-and-evolution-series-our-changing-environment?utm_content=buffer2e737&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://github.com/niconoe/pyinaturalist
[2] http://www.mission-monarch.org/
[2] https://www.e-butterfly.org/
[2] https://www.inaturalist.org/projects/st-kilda-mangroves-saltmarsh/journal/45921-st-kilda-mangrove-and-saltmarsh-survey
[1] https://canberra.naturemapr.org/sightings/4368978
[1] https://albury-wodonga.naturemapr.org/sightings/4365265
[1] https://canberra.naturemapr.org/sightings/4369510
[1] https://canberra.naturemapr.org/sightings/4369917

Top URLs in Tweet in G7:
[6] https://www.rspb.org.uk/get-involved/activities/birdwatch/
[3] https://toolazytoweed.uk/2021/01/31/big-garden-birdwatch-2021/
[1] https://www.youtube.com/watch?v=Z_CtXZ3_B84&feature=youtu.be

[1] https://www.youtube.com/watch?v=U1_cLcKSuec&feature=youtu.be

[1] https://www.bats.org.uk/about-bats/threats-to-bats/lighting
[1] https://www.rspb.org.uk/get-involved/activities/birdwatch/?sourcecode=BWMITH0230&channel=paidsearch&gclid=Cj0KCQiAw_H-BRD-ARIsALQE_2P-ikxOGbRBDs89olJi3BJg2xJK1iA0QW9nBh_L7JqzZ2TA8BGExSAaApd8EALw_wcB
[1] https://www.youtube.com/watch?v=pEuGVixEQ6I&feature=youtu.be

[1] https://www.youtube.com/watch?v=G_pSOxtV8A0&feature=youtu.be

[1] https://www.youtube.com/watch?v=-qm0kNAWFlk&feature=youtu.be

[1] https://twitter.com/Natures_Voice/status/1354761705306394624

Top URLs in Tweet in G8:
[5] https://www.instagram.com/accounts/login/
[4] https://www.birdcount.org/
[3] https://www.qualenergia.it/pro/articoli/comunita-energetiche-e-cittadinanza-energetica-oltre-la-semplice-partecipazione/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://www.internationalschoolspartnership.com/i-am-an-isp-scientist/
[2] http://theherdlocker.com/tweet/popularity/citizenscience
[2] http://www.facebook.com/pages/p/263839507027654
[2] https://yonkersfun.com/2021/01/27/fda-proposed-rule-for-food-traceability-comment-period-deadline-february-22/
[2] https://hilltownfamilies.org/2021/02/08/great-backyard-bird-count-supports-nature-based-learning/?v=7516fd43adaa
[1] https://twitter.com/MyaBambrick1/status/1354496264218533891
[1] https://www.regionalgeschichte.net/bibliothek/aufsaetze/kiltz-axel.html

Top URLs in Tweet in G9:
[2] https://scotlandsnature.blog/
[2] https://twitter.com/RSPBScotland/status/1354532142555009030
[1] https://www.zsl.org/science/whats-on/citizen-science-and-conservation-what-does-it-add-who-is-taking-part-and-who-are-we
[1] https://www.facebook.com/event_invite/1ZkYQVtId/
[1] http://www.seasearch.org.uk
[1] https://twitter.com/gregmacvean/status/1355935244390699014
[1] https://twitter.com/bexturner/status/1359451409897422851
[1] https://www.sei.org/publications/citizen-science-for-detection-of-tree-health-issues/
[1] https://twitter.com/cstrackproject/status/1351802903976177669
[1] https://twitter.com/ZSLScience/status/1351832226472861696

Top URLs in Tweet in G10:
[89] https://venturebeat.com/2021/01/31/forget-user-experience-ai-must-focus-on-citizen-experience/
[59] https://www.wildme.org/#/
[2] https://www.shorebirdconservation.org/shorebird-survey
[1] https://www.shorebirdconservation.org/membership
[1] https://www.seabird.org/blog/citizen-science-stories-lyndsay-mcneill
[1] https://www.seabird.org/resources
[1] https://www.wildme.org/#

Top Domains
Top Domains in Tweet in Entire Graph:
[396] twitter.com
[287] raspberryshake.org
[135] scistarter.org
[98] venturebeat.com
[76] org.uk
[60] wildme.org
[51] inaturalist.org
[40] fluidware.it
[35] youtube.com
[28] cstrack.eu

Top Domains in Tweet in G1:
[107] twitter.com
[26] cstrack.eu
[22] citizen-science.net
[16] goo.gl
[11] citizen-science.at
[8] youtube.com
[7] nodexlgraphgallery.org
[7] temboo.com
[7] eu-citizen.science
[7] weobserve.eu

Top Domains in Tweet in G3:
[127] scistarter.org
[37] twitter.com
[16] inaturalist.org
[10] theconversation.com
[8] zooniverse.org
[6] cbc.ca
[5] ou.edu
[4] confex.com
[4] nsta.org
[4] citynaturechallenge.org

Top Domains in Tweet in G4:
[287] raspberryshake.org
[6] venturebeat.com
[4] twitter.com
[3] youtube.com
[2] openlittermap.com
[1] raspberrypi.org
[1] github.com
[1] cbc.ca
[1] google.com
[1] springer.com

Top Domains in Tweet in G5:
[38] twitter.com
[33] org.uk
[7] mygreenpod.com
[4] seabirdwatch.org
[3] turnto23.com
[2] crowdsourcingweek.com
[2] nature.com
[2] surveymonkey.com
[2] youtube.com
[1] dnapuzzles.org

Top Domains in Tweet in G6:
[23] inaturalist.org
[23] naturemapr.org
[12] twitter.com
[11] wixsite.com
[5] edu.au
[3] backyardbio.net
[3] e-butterfly.org
[2] noaa.gov
[2] github.com
[2] mission-monarch.org

Top Domains in Tweet in G7:
[9] org.uk
[6] youtube.com
[3] toolazytoweed.uk
[2] twitter.com
[1] theguardian.com

Top Domains in Tweet in G8:
[47] twitter.com
[6] instagram.com
[5] birdcount.org
[4] org.uk
[4] springer.com
[4] facebook.com
[3] google.com
[3] zooniverse.org
[3] qualenergia.it
[3] internationalschoolspartnership.com

Top Domains in Tweet in G9:
[15] twitter.com
[8] zsl.org
[2] org.uk
[2] scotlandsnature.blog
[1] google.com
[1] pigeonhole.at
[1] co.uk
[1] facebook.com
[1] sei.org
[1] zooniverse.org

Top Domains in Tweet in G10:
[91] venturebeat.com
[60] wildme.org
[3] shorebirdconservation.org
[2] seabird.org
[1] openlittermap.com
[1] github.com
[1] 1769.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4813] citizenscience
[711] earthquake
[666] fijnstof
[662] airpollution
[660] pm10
[659] pm2
[659] waalre
[659] luftdaten
[624] opendata
[542] imageoftheday



Top Hashtags in Tweet in G1:
[828] citizenscience
[66] h2020
[55] openscience
[46] sdgs
[44] citsci
[40] openaccess
[32] citizen
[31] data
[30] eugreendeal
[21] scicomm

Top Hashtags in Tweet in G2:
[539] imageoftheday
[539] ruleoflaw
[539] ouighours
[539] euspace
[539] opendata
[539] citizenscience
[1] sentinel2

Top Hashtags in Tweet in G3:
[473] citizenscience
[30] citscimonth
[27] citsci
[24] gbbc
[21] syrian
[21] lebanon
[21] palestinians
[21] levant
[21] retweeetplease
[19] citizensciencemonth

Top Hashtags in Tweet in G4:
[644] earthquake
[251] citizenscience
[153] loyaltyislands
[146] seismograph
[74] raspberryshake
[74] lénakel
[45] philippines
[39] papuanewguinea
[38] stornoway
[37] scotland

Top Hashtags in Tweet in G5:
[112] citizenscience
[50] bigschoolsbirdwatch
[31] starcount
[30] biggardenbirdwatch
[26] roundislandpetrels
[17] outdoorlearning
[15] lightpollution
[12] wildchallenge
[12] stargazing
[11] bats

Top Hashtags in Tweet in G6:
[102] citizenscience
[36] naturemapr
[30] biodiversity
[24] conservation
[19] tech
[18] gsbioblitz
[14] southaustralia
[9] womeninscience
[9] girlsinscience
[8] noaaresourceoftheday

Top Hashtags in Tweet in G7:
[114] biggardenbirdwatch
[59] citizenscience
[11] biggardenbirdwatch2021
[8] birds
[7] nature
[6] rspbbirdwatch
[4] science
[3] rspb
[3] birdwatching
[2] field

Top Hashtags in Tweet in G8:
[825] citizenscience
[659] pm10
[658] pm2
[658] fijnstof
[658] airpollution
[658] waalre
[658] luftdaten
[14] opendata
[13] podsumowaniednia
[13] meteorologia

Top Hashtags in Tweet in G9:
[111] citizenscience
[32] zsltalks
[24] conservation
[16] biggardenbirdwatch
[15] seasearch
[11] onlineevent
[8] birdstudy
[4] forthnaturescot
[3] biggardenbirdwatch2021
[2] birdatlas

Top Hashtags in Tweet in G10:
[153] ai
[93] machinelearning
[91] 100daysofcode
[91] devcommunity
[91] iot
[78] citizenscience
[66] conservation
[16] homelearning
[6] skyhub
[6] opensource

Top Words
Top Words in Tweet in Entire Graph:
[4797] #citizenscience
[2324] m3
[1990] level
[1316] dust
[965] ugr
[789] 2021
[755] 10
[711] #earthquake
[666] #fijnstof
[662] #airpollution

Top Words in Tweet in G1:
[814] #citizenscience
[225] science
[224] citizen
[127] project
[107] cstrackproject
[89] weobserveeu
[87] projects
[82] more
[77] survey
[74] co

Top Words in Tweet in G2:
[539] #imageoftheday
[539] #ruleoflaw
[539] #ouighours
[539] #euspace
[539] #opendata
[539] used
[539] journalists
[539] #citizenscience
[539] monitor
[538] defis_eu

Top Words in Tweet in G3:
[473] #citizenscience
[188] scistarter
[127] inaturalist
[122] citscimonth
[100] project
[88] citizen
[79] science
[72] help
[55] day
[52] join

Top Words in Tweet in G4:
[644] #earthquake
[568] raspishake
[540] 2021
[521] utc
[488] preliminary
[488] time
[483] 02
[450] m5
[340] raspishakeq
[316] network

Top Words in Tweet in G5:
[112] #citizenscience
[67] data
[59] rspb_learning
[52] science
[50] #bigschoolsbirdwatch
[43] citizen
[43] help
[38] part
[36] results
[33] click

Top Words in Tweet in G6:
[100] #citizenscience
[59] sighting
[48] naturemapr
[44] nature
[40] map
[39] canberra
[36] #naturemapr
[33] featured
[32] day
[30] #biodiversity

Top Words in Tweet in G7:
[114] #biggardenbirdwatch
[83] natures_voice
[67] part
[59] #citizenscience
[47] taking
[40] weekend
[33] made
[32] here's
[29] beccasbutterfli
[29] short

Top Words in Tweet in G8:
[2281] m3
[1974] level
[1316] dust
[965] ugr
[825] #citizenscience
[659] #pm10
[658] direction
[658] #pm2
[658] #fijnstof
[658] #airpollution

Top Words in Tweet in G9:
[111] #citizenscience
[46] zslscience
[41] _bto
[33] join
[32] #zsltalks
[31] feb
[28] online
[25] over
[24] #conservation
[24] add

Top Words in Tweet in G10:
[153] #ai
[93] #machinelearning
[92] ai
[91] focus
[91] citizen
[91] #100daysofcode
[91] #devcommunity
[91] #iot
[78] #citizenscience
[66] experienceâ

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1316] dust,level
[965] ugr,m3
[658] level,#pm10
[658] m3,dust
[658] level,#pm2
[658] m3,#fijnstof
[658] #fijnstof,#airpollution
[658] #airpollution,#waalre
[658] #waalre,#citizenscience
[658] #citizenscience,#luftdaten

Top Word Pairs in Tweet in G1:
[162] citizen,science
[40] #citizenscience,projects
[34] #citizenscience,project
[33] report,aiming
[33] aiming,convey
[33] convey,achievements
[30] eu_commission,released
[30] released,report
[30] #citizenscience,#citizen
[30] #citizen,engagement

Top Word Pairs in Tweet in G2:
[539] #imageoftheday,#ruleoflaw
[539] #ruleoflaw,#ouighours
[539] #ouighours,#euspace
[539] #euspace,#opendata
[539] #opendata,used
[539] used,journalists
[539] journalists,#citizenscience
[539] #citizenscience,monitor
[538] defis_eu,#imageoftheday
[516] monitor,newsworthyâ

Top Word Pairs in Tweet in G3:
[46] citizen,science
[44] featured,scistarter
[40] #citizenscience,project
[36] scistarter,#citizenscience
[30] citizen,scientists
[28] observation,day
[27] hello,monday
[27] monday,red
[27] red,indian
[27] indian,fish

Top Word Pairs in Tweet in G4:
[479] utc,time
[449] time,raspishake
[441] 2021,02
[437] preliminary,m5
[436] m5,#earthquake
[335] raspishakeq,preliminary
[273] raspishake,network
[169] network,join
[147] join,largest
[147] largest,#citizenscience

Top Word Pairs in Tweet in G5:
[31] citizen,science
[28] until,22nd
[26] send,results
[25] light,pollution
[23] we've,30
[23] 30,go
[23] go,help
[23] help,reach
[23] reach,target
[23] target,click

Top Word Pairs in Tweet in G6:
[40] nature,map
[38] canberra,nature
[33] map,featured
[33] featured,sighting
[25] naturemapr,canberra
[22] #naturemapr,action
[22] action,sighting
[22] sighting,day
[19] #citizenscience,citscioz
[19] ebutterfly_org,north

Top Word Pairs in Tweet in G7:
[46] taking,part
[44] natures_voice,#biggardenbirdwatch
[29] here's,short
[29] short,video
[29] video,made
[29] made,2018
[29] 2018,#biggardenbirdwatch
[29] #biggardenbirdwatch,taking
[28] beccasbutterfli,here's
[27] #biggardenbirdwatch,weekend

Top Word Pairs in Tweet in G8:
[1316] dust,level
[965] ugr,m3
[658] level,#pm10
[658] m3,dust
[658] level,#pm2
[658] m3,#fijnstof
[658] #fijnstof,#airpollution
[658] #airpollution,#waalre
[658] #waalre,#citizenscience
[658] #citizenscience,#luftdaten

Top Word Pairs in Tweet in G9:
[24] #citizenscience,#conservation
[23] #conservation,add
[21] zslscience,join
[16] #zsltalks,event
[16] taking,part
[15] 9th,feb
[15] joe,pecorelli
[15] running,#seasearch
[15] #seasearch,observer
[15] observer,course

Top Word Pairs in Tweet in G10:
[91] ai,focus
[91] focus,citizen
[91] #machinelearning,#ai
[91] #ai,#100daysofcode
[91] #100daysofcode,#devcommunity
[91] #devcommunity,#iot
[66] citizen,experienceâ
[66] experienceâ,#machinelearning
[62] trendingnews_7,ai
[61] fantastic,work

Top Replied-To
Top Replied-To in Entire Graph:
@raspishake
@arisa_lab
@carolinegx8
@growbeyondearth
@oikossokio
@nwsnewyorkny
@pofri
@natures_voice
@stephen_fricker
@abcadelaide

Top Replied-To in G1:
@jacknunn
@alettabonn
@cos4cloud
@weobserveeu
@hydrology_irpi
@jdederke
@oesterheld_c
@eucitsciproject
@patricanto
@sciencefchange

Top Replied-To in G3:
@oikossokio
@citscimonth
@inaturalist
@iseechange
@caterpillarsct
@sci_comm_
@natgeoeducation

Top Replied-To in G4:
@raspishake
@gw4vxe
@namugerwaleah
@newstalkfm
@raspishakeq

Top Replied-To in G6:
@abcadelaide
@stephen_fricker

Top Replied-To in G7:
@natures_voice
@carlbovisnature

Top Replied-To in G9:
@sarahwest_sei
@zslscience

Top Replied-To in G10:
@rowancockett
@luisa_f_zuluaga

Top Mentioned
Top Mentioned in Entire Graph:
@raspishake
@defis_eu
@raspishakeq
@scistarter
@inaturalist
@citscimonth
@cstrackproject
@natures_voice
@weobserveeu
@trendingnews_7

Top Mentioned in G1:
@cstrackproject
@weobserveeu
@eucitsci
@sciencefchange
@cos4cloud
@mitforschen
@_citizenscience
@citieshealtheu
@eu_h2020
@eu_commission

Top Mentioned in G2:
@defis_eu
@copernicuseu

Top Mentioned in G3:
@scistarter
@citscimonth
@inaturalist
@amandahay13
@natgeoeducation
@jillfnugent
@naturemeast
@maryamsedaghat
@tweetaurora

Top Mentioned in G4:
@raspishake
@raspishakeq
@gmrpetricca
@arutson
@openlittermap
@obspy
@matplotlib
@ras
@ledasb

Top Mentioned in G5:
@rspb_learning
@kirstyyfranklin
@cpre
@natures_voice
@_bct_
@dakshin_seas
@microsetta
@eparesearch
@ai
@dnapuzzles

Top Mentioned in G6:
@naturemapr
@citscioz
@gsbioblitz
@ebutterfly_org
@stephen_fricker
@ipbes
@inaturalist
@gainbioblitz
@act_community
@noaaeducation

Top Mentioned in G7:
@natures_voice
@beccasbutterfli
@n
@twbf1988
@rspbengland
@twilleylindsay
@birdawaresolent
@alyconquer1
@rspb_learning
@youtube

Top Mentioned in G8:
@sios_kc
@volunteer4birds

Top Mentioned in G9:
@zslscience
@_bto
@seasearchscot
@riverflies
@cedanews
@pboesu
@friendsrivcrane
@scottishbirding
@nature_scot
@birdtrack

Top Mentioned in G10:
@trendingnews_7
@wildmeorg
@sallyeaves
@harbrimah
@seabirdcentre
@shorebird_soc
@openlittermap
@madariiifrance
@dronecoria
@shicooks

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@robre62
@femtech_
@szilviade_
@citrus_kyoto
@xaelbot
@thehill
@3wombats
@gallimaufrey777
@codegnuts

Top Tweeters in G1:
@net2ayurveda
@ml_tweet_bot
@catalanrobot
@artificialbra1n
@stillawake
@leafwarbler
@penguingalaxy
@salhaj
@sandymmv
@gdpr25thmay18

Top Tweeters in G2:
@citrus_kyoto
@miti_vigliero
@dudeneyn
@scorpiotiger77
@jpc268
@ibnkafka
@0dy3253j1b22201
@naroh
@trainmaniac
@cryptocoinage

Top Tweeters in G3:
@miss_placed_
@coprolite
@haltaq
@mrkalman
@shitake_reverse
@sdreyse
@conjja
@guelphbugle
@inokumatorazou
@carynrose

Top Tweeters in G4:
@elalam_vnz
@migneko
@iwaku_as107
@ecuabot
@psychichealerc
@mahanthanut
@bountyofbeads2
@newstalkfm
@justafandavid
@fusion_eng_jpn

Top Tweeters in G5:
@bexxmodd
@epuujee
@johnhar45782426
@ndngenuity
@macheath1
@sdg2030
@lovetruenature
@seasaver
@skyeandfrisa
@juliealderson2

Top Tweeters in G6:
@3wombats
@broomstick33
@researchmrx
@watchdogsniffer
@jrehnj
@lizdolphinfluff
@faully33
@zaspiak
@aitch_el
@mariecolemanao

Top Tweeters in G7:
@underyourtree
@fotograffa
@greentechdon
@sybalan
@allen_tanya
@eco1start
@robinhadley1
@domdyer70
@lockwoodwriter
@mariong1

Top Tweeters in G8:
@phylogenomics
@exothinker
@aalst_waalre
@infomgmtexec
@autsomesmiles
@andresvarela
@hnjohnso
@wcaudubon
@monicadisaster1
@qualenergiait

Top Tweeters in G9:
@roorooyes4
@dennishol1
@klausriede
@danirabaiotti
@2rustyfirth
@yyonnette
@louisemac
@thefalconbirder
@lauramcshanecle
@calvincupini

Top Tweeters in G10:
@cybersec_feeds
@femtech_
@xaelbot
@codegnuts
@calcaware
@andrewmorrisuk
@ssxman2
@trippbraden
@shicooks
@friday_js_bot


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