From 84458fcdeae85898c0cbb30bb17fc426bc3a1610 Mon Sep 17 00:00:00 2001 From: goodmorningdata Date: Sun, 1 Sep 2019 00:52:22 -0500 Subject: [PATCH] Blog post #8 --- ...-08-07-which-parks-are-the-most-crowded.md | 18 - ...t_park_visits_per_acre_national_parks.html | 378 ++++++++++++++++++ ...-08-07-which-parks-are-the-most-crowded.md | 26 ++ ...sits_per_acre_histogram_national_parks.png | Bin 0 -> 32790 bytes style.scss | 4 - 5 files changed, 404 insertions(+), 22 deletions(-) delete mode 100644 _drafts/2019-08-07-which-parks-are-the-most-crowded.md create mode 100644 _includes/08_visit_park_visits_per_acre_national_parks.html create mode 100644 _posts/2019-08-07-which-parks-are-the-most-crowded.md create mode 100644 assets/08_visits_per_acre_histogram_national_parks.png diff --git a/_drafts/2019-08-07-which-parks-are-the-most-crowded.md b/_drafts/2019-08-07-which-parks-are-the-most-crowded.md deleted file mode 100644 index 4ab4f8ab901d5..0000000000000 --- a/_drafts/2019-08-07-which-parks-are-the-most-crowded.md +++ /dev/null @@ -1,18 +0,0 @@ ---- -layout: post -title: Which parks are the most crowded? -date: 7-8-2019 -tags: national-park-service ---- -Which national parks are the most crowded? Certain parks seem more crowded than others, for example Zion National Park seems way more crowded than Grand Teton National Park although both are in the top 10 of number of visits per year, but can we quantify this anecdotal feeling? - - -![Line plot image]({{ site.baseurl }}/assets/06_visit_park_visits_vs_year_highest_10_national_parks.png) - -### Data Sources -The list of 419 official park units (as of 5/1/2019) broken out by designation comes from the [National Park System](https://www.nps.gov/aboutus/national-park-system.htm){:target="_blank"} page at nps.gov. Park visit data from the report, "Annual Summary Report (1904 - Last Calendar Year)" found on the [NPS Stats](https://irma.nps.gov/Stats/reports/national){:target="_blank"} website. 2010-2018 U.S. population data from the [U.S. Census Bureau American Fact Finder](https://factfinder.census.gov/faces/nav/jsf/pages/searchresults.xhtml?refresh=t){:target="_blank"}. 1900-2009 U.S. population data from State Intercensal Tables found on [www.census.gov](www.census.gov){:target="_blank"}. - -### Using the Scripts -Instructions to run the scripts are found in the readme in the GitHub repository found [here](https://github.com/goodmorningdata/nps){:target="_blank"}. - ---- diff --git a/_includes/08_visit_park_visits_per_acre_national_parks.html b/_includes/08_visit_park_visits_per_acre_national_parks.html new file mode 100644 index 0000000000000..cb168868d9b07 --- /dev/null +++ b/_includes/08_visit_park_visits_per_acre_national_parks.html @@ -0,0 +1,378 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
Park NamePark size (acres)Visits per acre in 2018
1Gateway Arch National Park19310,456
2Hot Springs National Park5,552271
3Indiana Dunes National Park15,348114
4Bryce Canyon National Park35,83575
5Acadia National Park49,07572
6Cuyahoga Valley National Park32,57264
7Haleakalā National Park33,26531
8Zion National Park147,24329
9Great Smoky Mountains National Park522,42722
10Arches National Park76,67922
11Wind Cave National Park33,97119
12Rocky Mountain National Park265,80717
13Grand Teton National Park310,04411
14Mesa Verde National Park52,48511
15Theodore Roosevelt National Park70,44711
16Saguaro National Park91,71610
17Black Canyon of the Gunnison National Park30,78010
18Carlsbad Caverns National Park46,76610
19Mammoth Cave National Park54,01210
20Pinnacles National Park26,6868
21Virgin Islands National Park14,9458
22Mount Rainier National Park236,3826
23Shenandoah National Park199,2246
24Congaree National Park26,6405
25Grand Canyon National Park1,201,6475
26Yosemite National Park761,7485
27Capitol Reef National Park241,9045
28Lassen Volcanic National Park106,5895
29Badlands National Park242,7564
30Great Sand Dunes National Park107,3424
31Crater Lake National Park183,2244
32Joshua Tree National Park790,6364
33Redwood National Park138,9993
34National Park of American Samoa8,2573
35Hawai'i Volcanoes National Park325,6053
36Olympic National Park922,6493
37Sequoia National Park404,0633
38Glacier National Park1,013,1263
39Petrified Forest National Park221,3903
40Biscayne National Park172,9713
41Canyonlands National Park337,5982
42Guadalupe Mountains National Park86,3672
43Great Basin National Park77,1802
44Yellowstone National Park2,219,7912
45Kings Canyon National Park461,9012
46Channel Islands National Park249,5611
47Voyageurs National Park218,2001
48Dry Tortugas National Park64,7011
49Big Bend National Park801,1631
50Death Valley National Park3,372,9810
51Kenai Fjords National Park669,6500
52Everglades National Park1,508,9390
53Glacier Bay National Park3,223,3830
54Denali National Park4,740,9110
55North Cascades National Park504,7810
56Isle Royale National Park571,7900
57Katmai National Park3,674,5290
58Wrangell-St. Elias National Park8,323,1460
59Kobuk Valley National Park1,750,7160
60Lake Clark National Park2,619,8160
61Gates of the Arctic National Park7,523,8970
\ No newline at end of file diff --git a/_posts/2019-08-07-which-parks-are-the-most-crowded.md b/_posts/2019-08-07-which-parks-are-the-most-crowded.md new file mode 100644 index 0000000000000..d3bef4566751a --- /dev/null +++ b/_posts/2019-08-07-which-parks-are-the-most-crowded.md @@ -0,0 +1,26 @@ +--- +layout: post +title: Which parks are the most crowded? +date: 7-8-2019 +tags: national-park-service +--- +Which national parks are the most crowded? Certain parks certainly seem more crowded than others, especially at the beginning of August. For example Zion National Park feels much more crowded than Grand Teton National Park although both are in the top 10 of number of visits per year. Is there a way to quantify this anecdotal feeling? + +Using the data that we have available at this point, the best measure of "crowdedness" is number of visits per acre. This ratio gives us an idea of the density of humans in the park. See below for a table of all 61 national parks and the number of visits per acre for each. Gateway Arch National Park is by far the most crowded - this makes perfect sense as it is essentially a museum that occupies the smallest area of any of the national parks. Zion is also in the top 10 as expected, but parks like Yellowstone and Glacier are not, although they both have overflowing parking lots and people everywhere. + +Although a good start, visits per acre is ultimately not a good measure of crowdedness. Other factors need to be taken into account. Some parks are very large (giving a low visits per acre), but much of the park is not accessible, and perhaps even designated wilderness, which crowds visitors into a much smaller space than indicated by their total size. Crowdedness should also take into account the number of miles of road available for visitors to drive, miles of trail to hike, and number of parking spots available. Larger numbers for all of these factors will spread out the visitors and make the park feel less crowded. Now, if I could just get my hands on that data short of adding up the miles manually from individual park maps. I haven't found any of this data readily available, but will keep searching. + +The histogram below shows that over 50 of the national parks have less than 25 visits per acre. Gateway Arch is not included in the plot because it is an extreme outlier with over 10,000 visits per acre. + +![Histogram image]({{ site.baseurl }}/assets/08_visits_per_acre_histogram_national_parks.png) + +### National Parks in Order of Number of Vists per Acre +{% include 08_visit_park_visits_per_acre_national_parks.html %} + +### Data Sources +The list of 419 official park units (as of 5/1/2019) broken out by designation comes from the [National Park System](https://www.nps.gov/aboutus/national-park-system.htm){:target="_blank"} page at nps.gov. Park visit data from the report, "Annual Summary Report (1904 - Last Calendar Year)" found on the [NPS Stats](https://irma.nps.gov/Stats/reports/national){:target="_blank"} website. 2010-2018 U.S. population data from the [U.S. Census Bureau American Fact Finder](https://factfinder.census.gov/faces/nav/jsf/pages/searchresults.xhtml?refresh=t){:target="_blank"}. 1900-2009 U.S. population data from State Intercensal Tables found on [www.census.gov](www.census.gov){:target="_blank"}. + +### Using the Scripts +Instructions to run the scripts are found in the readme in the GitHub repository found [here](https://github.com/goodmorningdata/nps){:target="_blank"}. + +--- diff --git a/assets/08_visits_per_acre_histogram_national_parks.png b/assets/08_visits_per_acre_histogram_national_parks.png new file mode 100644 index 0000000000000000000000000000000000000000..65b89b83dd47338308fa4725c575f8af6e766f68 GIT binary patch literal 32790 zcmce;cRbep|2}*gNfH{eLz`r;Y>E<`nIG 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/*text-align:left;*/ text-align:right;