NatGeo, Twitter, 1/18/2021 10:14:19 PM, 245931


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NatGeo_2021-01-18_12-33-50.xlsx
NatGeo_2021-01-18_12-33-50.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 18, 2021
Short Description:
NatGeo via NodeXL https://bit.ly/35Umc7v
@natgeo
@natgeomagjp
@natgeotravel
@takayan3536
@pikuotaku
@argo3636
@xv125s
@mundi_incerti
@reindeerred
@naturalkitchen7

Top hashtags:
#ナショジオ
#natgeo
#wildlife
#pangea
#igme
#geología
#birds
#nature
#conservation
#photography

Description:
Description
The graph represents a network of 15,735 Twitter users whose recent tweets contained "NatGeo", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 18 January 2021 at 21:41 UTC.

The tweets in the network were tweeted over the 2-day, 12-hour, 14-minute period from Saturday, 16 January 2021 at 08:18 UTC to Monday, 18 January 2021 at 20:33 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 : 15735
Unique Edges : 19483
Edges With Duplicates : 8744
Total Edges : 28227
Number of Edge Types : 5
Retweet : 13466
Replies to : 2499
Mentions : 6050
Tweet : 1965
MentionsInRetweet : 4247
Self-Loops : 2031
Reciprocated Vertex Pair Ratio : 0.0134283900581083
Reciprocated Edge Ratio : 0.0265009154861713
Connected Components : 1432
Single-Vertex Connected Components : 1028
Maximum Vertices in a Connected Component : 13398
Maximum Edges in a Connected Component : 25620
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.901619
Graph Density : 8.38293153709011E-05
Modularity : 0.545042
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 15,735 Twitter users whose recent tweets contained "NatGeo", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 18 January 2021 at 21:41 UTC.

The tweets in the network were tweeted over the 2-day, 12-hour, 14-minute period from Saturday, 16 January 2021 at 08:18 UTC to Monday, 18 January 2021 at 20:33 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 : TwitterSearch
Graph Term : NatGeo
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:
[1210] https://www.nationalgeographic.com/adventure/2021/01/nims-purja-attempts-to-summit-k2-the-worlds-second-highest-peak/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210116adv-nepaliwinterk2ascent::rid=&sf242056229=1
[446] https://www.nationalgeographic.com/history/2020/08/rare-color-pictures-intimate-glimpse-1963-march-washington/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210118hist-mlkmarchphotos::rid=&sf241996201=1
[440] https://www.nationalgeographic.com/photography/2021/01/vintage-images-from-the-archives-exemplify-over-a-century-of-storytelling/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210117photo-vintageimagesarchive::rid=&sf242075157=1
[331] https://natgeo.nikkeibp.co.jp/atcl/news/21/011500021/?rss
[269] https://www.nationalgeographic.com/environment/2021/01/oak-flat-exchange-arizona-sacred-site-mining-company/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210115env-oakflattransfer::rid=&sf242037564=1
[262] https://natgeo.nikkeibp.co.jp/atcl/news/21/011400019/?rss
[257] https://www.nationalgeographic.com/science/2020/12/10-awesome-science-discoveries-you-may-have-missed-in-2020/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210118science-resurfdiscoveriesYIP20::rid=&sf241998736=1
[248] https://www.nationalgeographic.com/environment/2021/01/oak-flat-exchange-arizona-sacred-site-mining-company/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210115env-oakflattransfer::rid=&sf242037565=1
[233] https://www.nationalgeographic.com/travel/destinations/europe/italy/stromboli-volcano-island-tourism-sicily/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210117travel-resurfstronboliislandtourism::rid=&sf241997566=1
[215] https://www.nationalgeographic.com/environment/2021/01/biden-expected-to-reverse-trump-order-to-shrink-utah-national-monuments/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210115env-restoreutahmonuments::rid=&sf242000930=1

Top URLs in Tweet in G1:
[1142] https://www.nationalgeographic.com/adventure/2021/01/nims-purja-attempts-to-summit-k2-the-worlds-second-highest-peak/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210116adv-nepaliwinterk2ascent::rid=&sf242056229=1
[426] https://www.nationalgeographic.com/history/2020/08/rare-color-pictures-intimate-glimpse-1963-march-washington/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210118hist-mlkmarchphotos::rid=&sf241996201=1
[408] https://www.nationalgeographic.com/photography/2021/01/vintage-images-from-the-archives-exemplify-over-a-century-of-storytelling/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210117photo-vintageimagesarchive::rid=&sf242075157=1
[251] https://www.nationalgeographic.com/environment/2021/01/oak-flat-exchange-arizona-sacred-site-mining-company/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210115env-oakflattransfer::rid=&sf242037564=1
[244] https://www.nationalgeographic.com/science/2020/12/10-awesome-science-discoveries-you-may-have-missed-in-2020/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210118science-resurfdiscoveriesYIP20::rid=&sf241998736=1
[235] https://www.nationalgeographic.com/environment/2021/01/oak-flat-exchange-arizona-sacred-site-mining-company/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210115env-oakflattransfer::rid=&sf242037565=1
[212] https://www.nationalgeographic.com/travel/destinations/europe/italy/stromboli-volcano-island-tourism-sicily/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210117travel-resurfstronboliislandtourism::rid=&sf241997566=1
[199] https://www.nationalgeographic.com/environment/2021/01/biden-expected-to-reverse-trump-order-to-shrink-utah-national-monuments/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210115env-restoreutahmonuments::rid=&sf242000930=1
[165] https://www.nationalgeographic.com/animals/2021/01/trump-admin-midnight-actions-hurt-wildlife-environment/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210116animals-lastminutetrumpwildlife::rid=&sf242075143=1
[154] https://www.nationalgeographic.com/culture/people/reference/martin-luther-king-jr/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210114culture-martinlutherkingjrref::rid=&sf241998764=1

Top URLs in Tweet in G2:
[331] https://natgeo.nikkeibp.co.jp/atcl/news/21/011500021/?rss
[259] https://natgeo.nikkeibp.co.jp/atcl/news/21/011400019/?rss
[160] https://natgeo.nikkeibp.co.jp/atcl/news/21/011500022/?rss
[64] https://natgeo.nikkeibp.co.jp/nng/article/20141218/428799/?rss
[62] https://natgeo.nikkeibp.co.jp/atcl/news/21/011400019/
[56] https://natgeo.nikkeibp.co.jp/atcl/news/21/011500020/?rss
[47] https://natgeo.nikkeibp.co.jp/atcl/gallery/010801074/?rss
[46] https://natgeo.nikkeibp.co.jp/atcl/web/18/112100019/112200003/?n_cid=nbpnng_twed
[37] https://natgeo.nikkeibp.co.jp/atcl/news/21/010600008/?rss
[35] https://natgeo.nikkeibp.co.jp/atcl/news/21/011500021/

Top URLs in Tweet in G3:
[77] https://twitter.com/NatGeo/status/1350450341582692353
[70] https://twitter.com/NatGeo/status/1350582352905322496
[59] https://natgeo.nikkeibp.co.jp/atcl/news/21/011400019/
[52] https://twitter.com/natgeo/status/1350450341582692353
[40] https://twitter.com/natgeo/status/1350582352905322496
[36] https://natgeo.nikkeibp.co.jp/atcl/news/21/011500021/
[22] https://twitter.com/NatGeo/status/1350277946641100806
[17] https://www.instagram.com/accounts/login/
[15] https://twitter.com/natgeo/status/1350277946641100806
[14] https://twitter.com/NatGeo/status/1350913302336045057

Top URLs in Tweet in G4:
[83] https://www.nationalgeographic.com/travel/destinations/south-america/argentina/buenos-aires/things-to-see-beautiful-bookshop/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twt20210118travel-resurftravelmostbeautifulbookshop::rid=&sf242103191=1
[82] https://www.nationalgeographic.com/photography/2021/01/vintage-images-from-the-archives-exemplify-over-a-century-of-storytelling/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twt20210116photo-newphotovintagebirthdaygallery::rid=&sf242052238=1
[56] https://www.nationalgeographic.com/travel/top-10/europe-castles/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twt20210114travel-resurftraveltopeuropecastle::rid=&sf241971617=1
[55] https://www.nationalgeographic.com/travel/destinations/south-america/weather-patagonia-atacama-desert-road-trip/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twt20210117travel-resurftravelmoodysouthamerica::rid=&sf242080317=1
[40] https://www.nationalgeographic.com/adventure/2019/04/hikers-survival-tips/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twt20210117adv-resurfadvdayhikersafety::rid=&sf242027243=1
[38] https://www.nationalgeographic.com/travel/2020/11/are-economics-driving-countries-to-reopen-to-tourists-coronavirus/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twt20210116travel-resurftravelcountriesopentotourists::rid=&sf242052248=1
[34] https://www.nationalgeographic.com/travel/destinations/south-america/ecuador/inside-a-thriving-sustainable-chocolate-industry/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twt20210117travel-resurftravelecuadorchocolate::rid=&sf242080430=1
[31] https://www.nationalgeographic.com/travel/destinations/north-america/united-states/underrated-american-national-parks-nature-history-culture/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twt20210116photo-resurftravelundersungnatparks::rid=&sf242052246=1
[23] https://www.nationalgeographic.com/travel/go-off-the-grid-at-horse-ranches-in-patagonia/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twt20210117travel-resurftravelgauchoculture::rid=&sf242092404=1
[20] https://www.nationalgeographic.com/travel/destinations/europe/united-kingdom/london/discover-the-secrets-of-the-citys-oldest-roman-road/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twt20210114travel-resurftraveloldestromanroad::rid=&sf241987938=1

Top URLs in Tweet in G5:
[13] https://www.nationalgeographic.com/photography/photo-of-the-day/2021/01/reindeer-herd-siberia-russia/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twp20210115photo-newpod1::rid&sf242019446=1
[11] https://www.youtube.com/watch?v=sUUvYTsqnh4&feature=youtu.be

[7] http://www.rkotinsky.com
[4] https://viajes.nationalgeographic.com.es/lifestyle/mejores-libros-viajes-para-sorprender-a-ninos_16276/1
[3] https://www.nationalgeographic.com/photography/photo-of-the-day/2021/01/oak-tree-buffalo-new-york/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twp20210113photo-newpod1::rid&sf241949391=1
[3] https://www.rkotinsky.com/store/art_print_products/baldeaglesofthegoldenlight
[3] https://twitter.com/NatGeo/status/1350582352905322496
[3] https://www.instagram.com/p/CKKQLyhhHbM/
[3] https://www.nationalgeographic.com/travel/contests/photographer-of-the-year-2018/gallery/winners-all/9/
[3] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G6:
[2] https://www.nationalgeographic.com/photography/2021/01/vintage-images-from-the-archives-exemplify-over-a-century-of-storytelling/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210117photo-vintageimagesarchive::rid=&sf242075157=1
[1] https://www.nationalgeographic.com/history/2020/08/rare-color-pictures-intimate-glimpse-1963-march-washington/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210118hist-mlkmarchphotos::rid=&sf241996201=1
[1] https://www.nationalgeographic.com/adventure/2021/01/nims-purja-attempts-to-summit-k2-the-worlds-second-highest-peak/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210116adv-nepaliwinterk2ascent::rid=&sf242056229=1

Top URLs in Tweet in G7:
[77] https://www.nationalgeographic.com/history/2021/01/8-years-ago-began-walking-earth-stumbled-into-era-change/
[18] https://email.nationalgeographic.com/H/2/v60000017707b813b0af589ef4bbcf76f8/429bcc0d-b1fe-42ab-9b96-f94f8555a12a/HTML
[15] https://www.nationalgeographic.com/adventure/2021/01/nims-purja-attempts-to-summit-k2-the-worlds-second-highest-peak/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210116adv-nepaliwinterk2ascent::rid=&sf242056229=1
[13] https://www.nationalgeographic.com/adventure/2021/01/nims-purja-attempts-to-summit-k2-the-worlds-second-highest-peak/
[9] https://www.nationalgeographic.com/photography/2021/01/as-inauguration-looms-the-nations-capital-goes-still/
[7] https://www.nationalgeographic.com/history/2021/01/crisis-that-sparked-the-capitol-violence/
[6] https://www.nationalgeographic.com/history/2021/01/index-measuring-country-stability-finds-united-states-dropping/
[5] https://www.nationalgeographic.com/history/2021/01/road-trip-through-america-reveals-nation-on-edge/
[4] https://www.nationalgeographic.com/history/2021/01/crisis-that-sparked-the-capitol-violence/?fbclid=IwAR0XN5WP425zrnEPv8aROtCyKcfMcyG9EO17lEPdeHdcHB3p1_r-xuauHPc
[3] https://www.nationalgeographic.com/history/2021/01/road-trip-through-america-reveals-nation-on-edge/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210117hist-roadtripinauguration::rid=&sf242081863=1

Top URLs in Tweet in G8:
[13] https://insidethenewsroom.substack.com/p/jobs-update
[4] https://twitter.com/inabster/status/1325913835547611138
[3] https://elephantsinjapan.com/elephants-in-japan-campaign/media/
[2] https://time.com/4671986/women-photographers/
[2] https://twitter.com/NatGeo/status/1350640750770446337
[1] https://twitter.com/Savinglifeonpa1/status/1351246319554338817
[1] https://twitter.com/anikasleem/status/1350901457256652807
[1] https://twitter.com/veganfuture/status/1350937201173999623
[1] https://twitter.com/Robert0Guiscard/status/1350664873747759105
[1] https://www.youtube.com/watch?v=YEuc-lU-xW4&feature=youtu.be


Top URLs in Tweet in G9:
[15] https://www.nationalgeographic.com/environment/2021/01/biden-expected-to-reverse-trump-order-to-shrink-utah-national-monuments/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twp20210116env-bidenreverseutahmonumentorder::rid=&sf242022381=1
[13] https://www.nationalgeographic.com/photography/2021/01/vintage-images-from-the-archives-exemplify-over-a-century-of-storytelling/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twp20210117photo-133yearsvintagephotos::rid=&sf242022637=1
[12] https://www.nationalgeographic.com/travel/2021/01/greener-air-travel-will-depend-on-these-emerging-technologies/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twp20210117travel-greenerairtravel::rid=&sf242022570=1
[12] https://www.nationalgeographic.com/adventure/2021/01/nims-purja-attempts-to-summit-k2-the-worlds-second-highest-peak/
[10] https://www.nationalgeographic.com/adventure/2021/01/nims-purja-attempts-to-summit-k2-the-worlds-second-highest-peak/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twp20210116adv-nepaliclimberswintersummitK2::rid=&sf242056275=1
[10] https://www.nationalgeographic.com/magazine/2021/02/tourism-loss-threatens-osa-peninsula-in-costa-rica-feature/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twp20210116ngm-costaricatourismFeb2021::rid=&sf242022524=1
[10] https://www.nationalgeographic.com/animals/2021/01/trump-admin-midnight-actions-hurt-wildlife-environment/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twp2020117animals-trumplastminutewildlifeactions::rid=&sf242056359=1
[9] https://www.nationalgeographic.com/history/magazine/2021/01-02/napoleon-military-defeat-egypt-yielded-victory-history/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twp20210117history-napoleonmilitarydefeat::rid=&sf242022607=1
[7] https://www.nationalgeographic.com/travel/2021/01/tweed-weaves-tales-of-scottish-history-and-landscapes/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twp20210116travel-tweedscottishculture::rid=&sf241984651=1
[6] https://www.nationalgeographic.com/travel/2021/01/greener-air-travel-will-depend-on-these-emerging-technologies/

Top URLs in Tweet in G10:
[5] https://www.joelsartore.com
[5] https://twitter.com/joaquimcampa/status/1350845715430461446
[3] https://zerowastezone.blogspot.com/2020/10/the-photo-ark-gift-from-heart.html
[2] https://twitter.com/ElementalImpact/status/1350867267593109511
[2] https://www.nationalgeographic.com/history/2020/08/rare-color-pictures-intimate-glimpse-1963-march-washington/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210118hist-mlkmarchphotos::rid=&sf241996201=1
[2] https://www.nationalgeographic.com/photography/2021/01/vintage-images-from-the-archives-exemplify-over-a-century-of-storytelling/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210117photo-vintageimagesarchive::rid=&sf242075157=1
[2] https://www.nationalgeographic.com/environment/2021/01/oak-flat-exchange-arizona-sacred-site-mining-company/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210115env-oakflattransfer::rid=&sf242037565=1
[2] https://www.nationalgeographic.com/science/2021/01/existing-vaccines-should-work-against-new-coronavirus-variants-for-now/
[1] https://www.nationalgeographic.com/travel/go-off-the-grid-at-horse-ranches-in-patagonia/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=twt20210117travel-resurftravelgauchoculture::rid=&sf242092404=1
[1] https://www.joelsartore.com/ona003-00001/

Top Domains
Top Domains in Tweet in Entire Graph:
[7286] nationalgeographic.com
[2166] co.jp
[1092] twitter.com
[66] youtube.com
[56] instagram.com
[31] ne.jp
[30] worldpressphoto.org
[28] icc-cpi.int
[23] co.uk
[17] trib.al

Top Domains in Tweet in G1:
[5494] nationalgeographic.com
[109] twitter.com
[30] worldpressphoto.org
[27] icc-cpi.int
[21] youtube.com
[17] trib.al
[9] amazon.com
[8] nationalgeographic.de
[7] elasombrario.com
[7] kickstarter.com

Top Domains in Tweet in G2:
[1473] co.jp
[8] nationalgeographic.com
[5] ne.jp

Top Domains in Tweet in G3:
[555] twitter.com
[336] co.jp
[116] nationalgeographic.com
[27] instagram.com
[22] ne.jp
[5] ebay.com
[5] facebook.com
[5] tumblr.com
[3] youtube.com
[3] disney-planet.fr

Top Domains in Tweet in G4:
[781] nationalgeographic.com
[35] twitter.com
[9] instagram.com
[2] constantcontact.com
[2] instagr.am
[1] nationalgeographic.org
[1] youtube.com

Top Domains in Tweet in G5:
[43] nationalgeographic.com
[12] twitter.com
[11] youtube.com
[10] rkotinsky.com
[6] instagram.com
[5] com.es
[5] photographybyjimnelson.com
[3] facebook.com
[2] photoshelter.com
[2] nationalgeographicla.com

Top Domains in Tweet in G6:
[4] nationalgeographic.com

Top Domains in Tweet in G7:
[211] nationalgeographic.com
[8] nationalgeographic.org
[5] twitter.com
[3] instagram.com
[2] storyofplastic.org
[2] forbes.com
[1] blogspot.com
[1] nytimes.com
[1] apple.com
[1] icc-cpi.int

Top Domains in Tweet in G8:
[13] twitter.com
[13] substack.com
[3] youtube.com
[3] elephantsinjapan.com
[2] time.com
[1] apnews.com
[1] nationalgeographic.com

Top Domains in Tweet in G9:
[204] nationalgeographic.com
[3] twitter.com
[2] janegoodall.ca
[1] inquirer.net

Top Domains in Tweet in G10:
[17] nationalgeographic.com
[7] twitter.com
[6] joelsartore.com
[3] blogspot.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1182] ナショジオ
[593] natgeo
[431] wildlife
[400] pangea
[398] igme
[398] geología
[315] birds
[297] nature
[239] conservation
[223] photography



Top Hashtags in Tweet in G1:
[226] wildlife
[214] birds
[214] conservation
[26] wpph2019
[25] lifeafterconflict
[24] indigenous
[20] amazon
[15] natgeo
[14] covid19
[11] lifebelowzero

Top Hashtags in Tweet in G2:
[1175] ナショジオ
[186] 議会乱入
[186] シンボル
[69] オオカミ
[69] ダイアウルフ
[47] 人類史
[47] アート
[47] 芸術
[46] 科学の迷信
[44] イッカク

Top Hashtags in Tweet in G3:
[102] natgeo
[29] travel
[25] nationalgeographic
[15] k2winter2021
[14] instagood
[13] nature
[12] photography
[12] landscape
[12] polakidis
[11] landscapephotography

Top Hashtags in Tweet in G4:
[15] nepal
[14] natgeo
[12] rt
[11] k2winter2021
[10] ngtuk
[10] nationalgeographic
[10] natgeotravel
[10] travelgram
[10] instatravel
[10] k2

Top Hashtags in Tweet in G5:
[79] birdphotography
[72] natgeo
[64] bbcwildlifepotd
[60] nature
[58] wildlifephotography
[55] wildlife
[46] naturephotography
[42] birdtwitter
[38] art
[37] photooftheday

Top Hashtags in Tweet in G6:
[397] pangea
[396] igme
[396] geología
[3] tectónica
[3] placas
[3] derivacontinental
[3] wegener
[2] apidima
[2] greece
[1] newzealand

Top Hashtags in Tweet in G7:
[52] edenwalk
[25] covid19
[23] inauguration2021
[20] millipedemonday
[13] k2winter2021
[5] capitolriot
[4] natgeo
[3] otd
[3] mlkday
[3] photooftheday

Top Hashtags in Tweet in G8:
[13] journalismjobs
[13] journojobs
[4] georgemaxwell
[3] inthenews
[2] galloimages
[2] gettyimages
[2] seeyaphotography
[2] k
[2] mountain
[1] savenature

Top Hashtags in Tweet in G9:
[7] natgeo
[3] conservation
[3] goodnews
[3] osapeninsula
[2] marianavanzeller
[2] nationalgeographic
[1] traffickedwithmarianavanzeller
[1] documentary
[1] entertainment
[1] sextrafficking

Top Hashtags in Tweet in G10:
[4] photoark
[4] wildlife
[3] natgeo
[2] hero
[2] photography
[1] giftfromtheheart
[1] animal
[1] fingertippress
[1] extinction
[1] animalwelfare

Top Words
Top Words in Tweet in Entire Graph:
[5106] natgeo
[2589] more
[1994] years
[1924] fly
[1721] 20
[1691] doing
[1687] wish
[1660] man's
[1651] world
[1642] first

Top Words in Tweet in G1:
[2315] more
[2240] natgeo
[1854] fly
[1819] years
[1635] doing
[1627] 20
[1626] wish
[1619] man's
[1456] first
[1370] world

Top Words in Tweet in G2:
[1284] #ナショジオ
[368] ダイアウルフ
[333] 絶滅オオカミ
[333] 実はオオカミと遠縁だった
[331] 形が似ていることからオオカミに近いと考えられてきた絶滅動物ダイアウルフ
[331] 恐ろしいオオカミの意
[331] dnaを調べた結果
[331] 遠縁であることがわかりました
[322] 暴徒のタトゥーや旗は何を意味するのか
[314] 米議会乱入

Top Words in Tweet in G3:
[173] natgeo
[122] ナショナルジオグラフィック日本版サイト
[102] #natgeo
[87] natgeotravel
[64] 米議会乱入
[64] 暴徒のタトゥーや旗は何を意味するのか
[39] ダイアウルフ
[39] k2
[38] 絶滅オオカミ
[37] 実はオオカミと遠縁だった

Top Words in Tweet in G4:
[124] national
[115] love
[111] take
[111] landscapes
[100] look
[99] 2021
[95] world's
[95] january
[95] birthday
[95] back

Top Words in Tweet in G5:
[313] natgeo
[132] wildlifemag
[129] naturein_focus
[125] natgeophotos
[110] avibase
[88] #birdphotography
[81] indiaves
[75] bbcearth
[74] #natgeo
[69] natgeo_la

Top Words in Tweet in G6:
[464] natgeo
[401] millones
[400] continentes
[399] nueva
[399] 250
[399] atlántico
[398] dentro
[398] habrá
[397] modelos
[397] #pangea

Top Words in Tweet in G7:
[211] natgeo
[98] insidenatgeo
[89] years
[77] lessons
[71] world
[58] outofedenwalk
[55] america
[55] people
[54] age
[53] africa

Top Words in Tweet in G8:
[51] natgeo
[31] time
[18] uk
[16] cbc
[14] another
[14] npr
[13] journalism
[13] jobs
[13] 327
[13] full

Top Words in Tweet in G9:
[28] life
[27] world
[27] nepali
[27] k2
[26] more
[24] first
[24] take
[20] 10
[20] percent
[19] natural

Top Words in Tweet in G10:
[143] natgeo
[131] joaquimcampa
[128] one
[128] photog
[128] brian
[128] moghari
[128] coyotes
[128] wildlifewest
[128] nm
[9] joelsartore

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1660] wish,fly
[1660] more,20
[1660] 20,years
[1659] fly,man's
[1659] man's,doing
[1659] doing,more
[1247] nepali,climbers
[1228] world,second
[1226] climbers,reached
[1226] summit,k2

Top Word Pairs in Tweet in G1:
[1619] wish,fly
[1619] more,20
[1619] 20,years
[1618] fly,man's
[1618] man's,doing
[1618] doing,more
[1148] nepali,climbers
[1144] world,second
[1144] historic,first
[1143] summit,k2

Top Word Pairs in Tweet in G2:
[333] 絶滅オオカミ,ダイアウルフ
[333] ダイアウルフ,実はオオカミと遠縁だった
[331] 実はオオカミと遠縁だった,形が似ていることからオオカミに近いと考えられてきた絶滅動物ダイアウルフ
[331] 形が似ていることからオオカミに近いと考えられてきた絶滅動物ダイアウルフ,恐ろしいオオカミの意
[331] 恐ろしいオオカミの意,dnaを調べた結果
[331] dnaを調べた結果,遠縁であることがわかりました
[331] 遠縁であることがわかりました,#ナショジオ
[314] 米議会乱入,暴徒のタトゥーや旗は何を意味するのか
[259] 暴徒のタトゥーや旗は何を意味するのか,バイキング
[259] バイキング,独立戦争

Top Word Pairs in Tweet in G3:
[63] 米議会乱入,暴徒のタトゥーや旗は何を意味するのか
[38] 絶滅オオカミ,ダイアウルフ
[37] ダイアウルフ,実はオオカミと遠縁だった
[29] 暴徒のタトゥーや旗は何を意味するのか,ナショナルジオグラフィック日本版サイト
[20] natgeo,wild
[15] 実はオオカミと遠縁だった,ナショナルジオグラフィック日本版サイト
[15] national,geographic
[15] タイの村の小さな魚類保護区,4半世紀で淡水魚が回復
[13] アーサー王生誕の地,に要塞跡
[13] に要塞跡,英

Top Word Pairs in Tweet in G4:
[100] take,look
[94] january,13
[94] 13,2021
[94] 2021,marked
[94] marked,national
[94] national,geographic's
[94] geographic's,133rd
[94] 133rd,birthday
[94] birthday,take
[94] look,back

Top Word Pairs in Tweet in G5:
[71] natgeo,natgeophotos
[52] naturein_focus,avibase
[47] natgeo,ngtindia
[45] nature_macro,macrohour
[43] todaysbird,natgeo
[43] avibase,sanctuaryasia
[43] sanctuaryasia,canon_india
[43] canon_india,wwfindia
[43] wwfindia,wildlifemag
[43] wildlifemag,wti_org_india

Top Word Pairs in Tweet in G6:
[399] 250,millones
[398] dentro,250
[397] nueva,#pangea
[396] modelos,deriva
[396] deriva,continental
[396] continental,natgeo
[396] natgeo,continentes
[396] continentes,unirán
[396] unirán,nueva
[396] #pangea,dentro

Top Word Pairs in Tweet in G7:
[60] natgeo,insidenatgeo
[54] insidenatgeo,outofedenwalk
[52] years,ago
[52] ago,began
[52] began,walking
[52] walking,africa
[52] africa,south
[52] south,america
[52] america,stumbled
[52] stumbled,world

Top Word Pairs in Tweet in G8:
[13] journalism,jobs
[13] jobs,another
[13] another,327
[13] 327,full
[13] full,time
[13] time,part
[13] part,time
[13] time,internships
[13] internships,uk
[13] uk,canada

Top Word Pairs in Tweet in G9:
[18] bears,ears
[18] ears,grand
[18] grand,staircase
[18] staircase,escalante
[15] today,team
[15] team,10
[15] 10,nepali
[15] nepali,climbers
[15] climbers,reached
[15] summit,k2

Top Word Pairs in Tweet in G10:
[128] joaquimcampa,one
[128] one,natgeo
[128] natgeo,photog
[128] photog,brian
[128] brian,moghari
[128] moghari,coyotes
[128] coyotes,wildlifewest
[128] wildlifewest,nm
[6] natgeo,photographer
[6] photographer,joelsartore

Top Replied-To
Top Replied-To in Entire Graph:
@natgeo
@joaquimcampa
@brikeilarcnn
@igme1849
@nidalmajdalani
@alex_verbeek
@intlcrimcourt
@pankajsinghpho
@bcfd144
@passivelyactive

Top Replied-To in G1:
@natgeo
@brikeilarcnn
@alex_verbeek
@intlcrimcourt
@trustno64383610
@abc
@thenexxuz
@bilimfili
@detribalized_1
@countluchino

Top Replied-To in G2:
@taremesaurus
@natgeo

Top Replied-To in G3:

Top Replied-To in G4:
@natgeo
@nimsdai
@supportarmenia
@natgeotravel
@indira_l

Top Replied-To in G5:
@pankajsinghpho
@passivelyactive
@rkotinsky
@gry7474
@natgeo_la
@natgeo
@gkash77
@_photopilgrim
@carlosgd1974
@atulmbhatnagar

Top Replied-To in G6:
@igme1849
@adrianasastreg
@mathirev79
@antonio_yoanna
@trifero
@texxylopez
@_diana_ph
@orocline
@oskartxuprz
@madeleineoster3

Top Replied-To in G7:
@theblkgaze
@dabeard
@insidenatgeo
@paulsalopek
@johnedwinmason
@chiragwakaskar
@mario_praga
@profcampagna
@quarriersadie
@loupalu

Top Replied-To in G8:
@worldanimalnews
@natgeo
@ir_turi
@masterbcn_ny
@dolartoday
@sheikhbadinkpk
@_hudsonc
@iranavikas
@brikeilarcnn
@dhanakhash_pak

Top Replied-To in G9:
@maneldelgado35
@dinosaurboy360
@photogr18810935
@natgeo

Top Replied-To in G10:
@joaquimcampa
@reedgalen

Top Mentioned
Top Mentioned in Entire Graph:
@natgeo
@natgeophotos
@wildlifemag
@wildlifewest
@naturein_focus
@avibase
@insidenatgeo
@natgeotravel
@indiaves
@bbcearth

Top Mentioned in G1:
@natgeo
@failtastic_32
@kagutamuseveni
@alex_verbeek
@retractionmedia
@brikeilarcnn
@aladinahmad3
@acerbicon
@intlcrimcourt
@contempra_inn

Top Mentioned in G2:
@tsmoon56

Top Mentioned in G3:
@mostanford
@paulartist2021

Top Mentioned in G4:
@natgeo
@natgeotravel
@nimsdai
@douglas_main
@natgeophotos
@fredtheclimber
@cop26
@dguttenfelder
@outsidemagazine
@simonbajada

Top Mentioned in G5:
@natgeo
@wildlifemag
@natgeophotos
@naturein_focus
@avibase
@indiaves
@bbcearth
@todaysbird
@sanctuaryasia
@natgeo_la

Top Mentioned in G6:
@natgeo
@igme1849
@antonio_yoanna
@defensa_fuentes
@ej_molina_c
@nsfvoyager2
@qafzeh
@nascar_oz
@agonzalezmozo
@1000pableras

Top Mentioned in G7:
@natgeo
@insidenatgeo
@outofedenwalk
@paulsalopek
@johnstanmeyer
@draperrobert
@dguttenfelder
@chiragwakaskar
@loupalu
@natgeoeducation

Top Mentioned in G8:
@natgeo
@cbc
@npr
@axios
@espn
@pakistannature
@cnni
@onegreenplanet
@bbcworld
@guardian

Top Mentioned in G9:
@natgeo
@natgeomag
@cangeo
@jamieshreeve
@chamiltonjames
@ruthmerypillco
@osaconservation
@inqent
@natgeo_asia
@janegoodallcan

Top Mentioned in G10:
@wildlifewest
@natgeo
@joelsartore
@thegreatcourses
@hollyelmoreatl
@natgeowild
@projectlincoln
@joaquimcampa

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@m_m1941
@dolartoday
@dichristine
@bella623
@animalsbelize
@lindaleeking
@diraholanda
@nakoshima20

Top Tweeters in G1:
@dichristine
@bella623
@animalsbelize
@lindaleeking
@diraholanda
@oscarhaboni
@smilingbluedog
@jijmpel
@janromes
@baarahk

Top Tweeters in G2:
@m_m1941
@nakoshima20
@ffkiku3
@akane_kawahata
@sino_p928
@st01_madox
@ide_suke
@miki82800
@7mencho
@oricquen

Top Tweeters in G3:
@kotatsu_mi
@itacccchi
@kage_fukukaicho
@takedianasbra
@tenoq
@user1566233
@wfreemantle
@kow_yoshi
@halaalballer
@brainfs

Top Tweeters in G4:
@szilviade_
@edavid57edavid
@bluedillygal
@europapress
@maryse_mars
@bulavka57
@riyadhalrifai
@lynne_jean
@pelleg1gabriell
@quick13

Top Tweeters in G5:
@ndtv
@myall3000
@eltiempo
@wwf
@peta
@kamfbaby
@barrenecheapatt
@researchmrx
@macos9x
@manuelamravlak

Top Tweeters in G6:
@jrm2406
@yokozino
@jesusromero2_7
@eloycam2012
@rog_2
@aquileaaquilea
@polarvan
@ctoro1962
@carol_raval
@edvescobar

Top Tweeters in G7:
@quintero_funes
@katcapps
@rmr11rock
@scratchinpro
@dropoutnation
@trudaoceans
@forbes
@mikesimap
@leoherasme
@wrecksdart

Top Tweeters in G8:
@caraotadigital
@la_patilla
@dolartoday
@inabster
@independent
@menabster
@dailymirror
@guardian
@reuters
@timesnow

Top Tweeters in G9:
@evankirstel
@frecklesxx20
@mark45dominic
@ricardo_ik_ahau
@deepakkanungo
@yearwheel
@carolinabarrabi
@tdg_trekking
@prqosjdyofn1ylj
@rippersspot

Top Tweeters in G10:
@jjj5819
@choil0102
@deifrankone
@aqua_sprite
@sydweedon
@lilianamega1
@jsoabove
@skira0yo
@deniseoberson
@spiderzjay