├── requirements.txt
├── us_census_state_populations_2019.csv
├── .github
└── workflows
│ └── scheduled.yml
├── README.md
├── metadata.json
└── us_census_county_populations_2019.csv
/requirements.txt:
--------------------------------------------------------------------------------
1 | datasette>=0.54
2 | sqlite-utils
3 | datasette-vega
4 | datasette-graphql
5 | datasette-atom
6 | datasette-yaml
7 | datasette-export-notebook
8 |
--------------------------------------------------------------------------------
/us_census_state_populations_2019.csv:
--------------------------------------------------------------------------------
1 | region_id,division_id,state_id,state_name,pop_estimate_2019
2 | 0,0,0,United States,328239523
3 | 1,0,0,Northeast Region,55982803
4 | 2,0,0,Midwest Region,68329004
5 | 3,0,0,South Region,125580448
6 | 4,0,0,West Region,78347268
7 | 3,6,1,Alabama,4903185
8 | 4,9,2,Alaska,731545
9 | 4,8,4,Arizona,7278717
10 | 3,7,5,Arkansas,3017804
11 | 4,9,6,California,39512223
12 | 4,8,8,Colorado,5758736
13 | 1,1,9,Connecticut,3565287
14 | 3,5,10,Delaware,973764
15 | 3,5,11,District of Columbia,705749
16 | 3,5,12,Florida,21477737
17 | 3,5,13,Georgia,10617423
18 | 4,9,15,Hawaii,1415872
19 | 4,8,16,Idaho,1787065
20 | 2,3,17,Illinois,12671821
21 | 2,3,18,Indiana,6732219
22 | 2,4,19,Iowa,3155070
23 | 2,4,20,Kansas,2913314
24 | 3,6,21,Kentucky,4467673
25 | 3,7,22,Louisiana,4648794
26 | 1,1,23,Maine,1344212
27 | 3,5,24,Maryland,6045680
28 | 1,1,25,Massachusetts,6892503
29 | 2,3,26,Michigan,9986857
30 | 2,4,27,Minnesota,5639632
31 | 3,6,28,Mississippi,2976149
32 | 2,4,29,Missouri,6137428
33 | 4,8,30,Montana,1068778
34 | 2,4,31,Nebraska,1934408
35 | 4,8,32,Nevada,3080156
36 | 1,1,33,New Hampshire,1359711
37 | 1,2,34,New Jersey,8882190
38 | 4,8,35,New Mexico,2096829
39 | 1,2,36,New York,19453561
40 | 3,5,37,North Carolina,10488084
41 | 2,4,38,North Dakota,762062
42 | 2,3,39,Ohio,11689100
43 | 3,7,40,Oklahoma,3956971
44 | 4,9,41,Oregon,4217737
45 | 1,2,42,Pennsylvania,12801989
46 | 1,1,44,Rhode Island,1059361
47 | 3,5,45,South Carolina,5148714
48 | 2,4,46,South Dakota,884659
49 | 3,6,47,Tennessee,6829174
50 | 3,7,48,Texas,28995881
51 | 4,8,49,Utah,3205958
52 | 1,1,50,Vermont,623989
53 | 3,5,51,Virginia,8535519
54 | 4,9,53,Washington,7614893
55 | 3,5,54,West Virginia,1792147
56 | 2,3,55,Wisconsin,5822434
57 | 4,8,56,Wyoming,578759
58 | ,,72,Puerto Rico,3193694
--------------------------------------------------------------------------------
/.github/workflows/scheduled.yml:
--------------------------------------------------------------------------------
1 | name: Fetch latest data and deploy with Datasette
2 |
3 | on:
4 | push:
5 | branches:
6 | - main
7 | workflow_dispatch:
8 | schedule:
9 | - cron: '5 * * * *'
10 |
11 | jobs:
12 | scheduled:
13 | runs-on: ubuntu-latest
14 | steps:
15 | - name: Check out corvid-19-datasette
16 | uses: actions/checkout@v2
17 | - name: Check out CSSEGISandData/COVID-19
18 | uses: actions/checkout@v2
19 | with:
20 | repository: CSSEGISandData/COVID-19
21 | path: COVID-19
22 | - name: Check out nytimes/covid-19-data
23 | uses: actions/checkout@v2
24 | with:
25 | repository: nytimes/covid-19-data
26 | path: covid-19-data
27 | - name: Check out LA Times datadesk/california-coronavirus-data
28 | uses: actions/checkout@v2
29 | with:
30 | repository: datadesk/california-coronavirus-data
31 | path: california-coronavirus-data
32 | - name: Check out Economist TheEconomist/covid-19-excess-deaths-tracker
33 | uses: actions/checkout@v2
34 | with:
35 | repository: TheEconomist/covid-19-excess-deaths-tracker
36 | path: covid-19-excess-deaths-tracker
37 | - name: Set up Python
38 | uses: actions/setup-python@v1
39 | with:
40 | python-version: 3.8
41 | - uses: actions/cache@v2
42 | name: Configure pip caching
43 | with:
44 | path: ~/.cache/pip
45 | key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
46 | restore-keys: |
47 | ${{ runner.os }}-pip-
48 | - name: Install Python dependencies
49 | run: |
50 | python -m pip install --upgrade pip
51 | pip install -r requirements.txt
52 | - name: Build covid.db database
53 | run: python build_database.py
54 | - name: Set variables to decide if we should deploy
55 | id: decide_variables
56 | run: |-
57 | echo "##[set-output name=latest;]$(datasette inspect covid.db | jq '.covid.hash' -r)"
58 | echo "##[set-output name=deployed;]$(curl -s https://covid-19.datasettes.com/-/databases.json | jq '.[0].hash' -r)"
59 | - name: Set up Cloud Run
60 | if: github.event_name == 'workflow_dispatch' || steps.decide_variables.outputs.latest != steps.decide_variables.outputs.deployed
61 | uses: google-github-actions/setup-gcloud@master
62 | with:
63 | version: '275.0.0'
64 | service_account_email: ${{ secrets.GCP_SA_EMAIL }}
65 | service_account_key: ${{ secrets.GCP_SA_KEY }}
66 | - name: Deploy to Cloud Run
67 | if: github.event_name == 'workflow_dispatch' || steps.decide_variables.outputs.latest != steps.decide_variables.outputs.deployed
68 | run: |-
69 | gcloud config set run/region us-central1
70 | gcloud config set project datasette-222320
71 | datasette publish cloudrun covid.db \
72 | --service covid-19 \
73 | -m metadata.json \
74 | --branch main \
75 | --memory 2Gi \
76 | --install=datasette-vega \
77 | --install=datasette-copyable \
78 | --install=datasette-graphql \
79 | --install=datasette-yaml \
80 | --install=datasette-atom \
81 | --install=datasette-export-notebook>=0.3 \
82 | --extra-options="--config facet_time_limit_ms:3000 --config sql_time_limit_ms:3000"
83 |
--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
1 | # covid-19-datasette
2 |
3 | [](https://github.com/simonw/covid-19-datasette/actions?query=workflow%3A%22Fetch+latest+data+and+deploy+with+Datasette%22)
4 |
5 | Deploys a Datasette instance with data from the following sources:
6 |
7 | * [CSSEGISandData/COVID-19](https://github.com/CSSEGISandData/COVID-19) by Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE)
8 | * [nytimes/covid-19-data](https://github.com/nytimes/covid-19-data) by The New York Times
9 | * [datadesk/california-coronavirus-data](https://github.com/datadesk/california-coronavirus-data) by The Los Angeles Times
10 | * [TheEconomist/covid-19-excess-deaths-tracker](https://github.com/TheEconomist/covid-19-excess-deaths-tracker) by The Economist
11 | * State and county population estimates from the [US Census](https://www.census.gov/programs-surveys/popest.html)
12 |
13 | The Datasette instance lives at https://covid-19.datasettes.com/ and is updated hourly using [a scheduled GitHub Action](https://github.com/simonw/covid-19-datasette/blob/main/.github/workflows/scheduled.yml).
14 |
15 | More about this project on my blog: [COVID-19 numbers in Datasette](https://simonwillison.net/2020/Mar/11/covid-19/).
16 |
17 | This repository uses the deployment pattern described in [Deploying a data API using GitHub Actions and Cloud Run](https://simonwillison.net/2020/Jan/21/github-actions-cloud-run/).
18 |
19 | ## Using this data responsibly
20 |
21 | Please **do not** use this tool to share information about COVID-19 without making absolutely sure you understand how the data is structured and sourced.
22 |
23 | Recommended reading:
24 |
25 | * [Why It’s So Freaking Hard To Make A Good COVID-19 Model](https://fivethirtyeight.com/features/why-its-so-freaking-hard-to-make-a-good-covid-19-model/)
26 | * [Ten Considerations Before You Create Another Chart About COVID-19](https://medium.com/nightingale/ten-considerations-before-you-create-another-chart-about-covid-19-27d3bd691be8)
27 |
28 | ## Johns Hopkins
29 |
30 | The database is partly built from the daily report CSV files in the Johns Hopkins CSSE `csse_covid_19_data` folder - be sure to consult [their README](https://github.com/CSSEGISandData/COVID-19/tree/master/csse_covid_19_data) for documentation of the fields.
31 |
32 | They are actively making changes to how they report data. You should [follow their issues](https://github.com/CSSEGISandData/COVID-19/issues) closely for updates - for example [this issue](https://github.com/CSSEGISandData/COVID-19/issues/382) about switching from reporting USA data at the county to the state level.
33 |
34 | The [build script for the database](https://github.com/simonw/covid-19-datasette/blob/main/build_database.py) makes one alteration to their data: it attempts to fill any missing `latitude` and `longitude` columns with values from similar rows.
35 |
36 | If you are going to make use of those columns, make sure you understand how that backfill mechanism works in case it affects your calculations in some way.
37 |
38 | ## The New York Times
39 |
40 | The New York Times has [a comprehensive README](https://github.com/nytimes/covid-19-data/blob/master/README.md) describing how their data is sourced. You should read it! They announced their data in [We’re Sharing Coronavirus Case Data for Every U.S. County](https://www.nytimes.com/article/coronavirus-county-data-us.html).
41 |
42 | They are using the data for their [Coronavirus in the U.S.: Latest Map and Case Count](https://www.nytimes.com/interactive/2020/us/coronavirus-us-cases.html) article.
43 |
44 | ## The Los Angeles Times
45 |
46 | The Los Angeles Time [comprehensive README](https://github.com/datadesk/california-coronavirus-data/blob/master/README.md) describes the data in the [latimes_agency_totals](https://covid-19.datasettes.com/covid/latimes_agency_totals), [latimes_county_totals](https://covid-19.datasettes.com/covid/latimes_county_totals), [latimes_place_totals](https://covid-19.datasettes.com/covid/latimes_place_totals) and [latimes_state_totals](https://covid-19.datasettes.com/covid/latimes_state_totals) tables.
47 |
48 | See [To aid coronavirus fight, The Times releases database of California cases](https://www.latimes.com/california/story/2020-04-06/coronavirus-fight-la-times-releases-its-california-cases-database) for background on the release of this data.
49 |
50 | The data is used for their [Tracking coronavirus in California](https://www.latimes.com/projects/california-coronavirus-cases-tracking-outbreak/) page, which is constantly updated.
51 |
52 | ## The Economist
53 |
54 | The Economist publish the data behind their ongoing interactive [Tracking covid-19 excess deaths across countries](https://www.economist.com/graphic-detail/2020/04/16/tracking-covid-19-excess-deaths-across-countries). Their [README](https://github.com/TheEconomist/covid-19-excess-deaths-tracker/blob/master/README.md) describes the data sources they use for individual countries in detail.
55 |
56 | This data is imported into the [economist_excess_deaths](https://covid-19.datasettes.com/covid/economist_excess_deaths) and [economist_historical_deaths](https://covid-19.datasettes.com/covid/economist_historical_deaths) tables, with one alteration: a `cadence` column is added showing if each row is being collected on either a `weekly` or `monthly` basis.
57 |
58 | ## US Census
59 |
60 | Two additional tables contain population data from the US Census.
61 |
62 | * [us_census_state_populations_2019](https://covid-19.datasettes.com/covid/us_census_state_populations_2019) has data on the estimated 2019 population of different US States, derived from their [state population totals](https://www.census.gov/data/datasets/time-series/demo/popest/2010s-state-total.html).
63 | * [us_census_county_populations_2019](https://covid-19.datasettes.com/covid/us_census_county_populations_2019) has data on estimated 2019 population of different US counties, keyed against county FIPS codes. This data was compiled [by Aaron King](https://github.com/nytimes/covid-19-data/pull/155) using [U.S. Census Bureau, Population Division, "Annual Estimates of the Resident Population for Counties in the United States: April 1, 2010 to July 1, 2019 (CO-EST2019-ANNRES)](https://www2.census.gov/programs-surveys/popest/tables/2010-2019/counties/totals/co-est2019-annres.xlsx).
64 |
65 | This repository includes CSV data for both of these tables.
66 |
67 | The [latest_ny_times_counties_with_populations](https://covid-19.datasettes.com/covid/latest_ny_times_counties_with_populations) view uses this data to calculate cases and deaths per million for US counties, based on the latest county figures from the New York Times.
68 |
69 | ## Example issues
70 |
71 | * Remember: the number of reported cases is very heavily influenced by the availability of testing.
72 | * [This Twitter thread](https://twitter.com/politicalmath/status/1243950120598556672) is an excellent overview of the challenges involved in comparing numbers from different states and countries.
73 | * On the 23rd March 2020 Johns Hopkins [added four new columns](https://github.com/CSSEGISandData/COVID-19/commit/e748b6d8a55e4a88371af56b129ababe1712522d) to the daily CSV file: `admin2`, `fips`, `active` and `combined_key`. These are not present in older CSV files. [#4](https://github.com/simonw/covid-19-datasette/issues/4).
74 | * Some countries (like Italy) are represented by [just the rows](https://covid-19.datasettes.com/covid/johns_hopkins_csse_daily_reports?country_or_region=Italy&_sort_desc=confirmed#g.mark=bar&g.x_column=day&g.x_type=ordinal&g.y_column=confirmed&g.y_type=quantitative) with `country_or_region` set to `Italy` (and `province_or_state` set to `null`). Larger countries such as the United States have multiple rows for each day divided into separate `province_or_state` values - [example](https://covid-19.datasettes.com/covid/johns_hopkins_csse_daily_reports?_size=1000&country_or_region__exact=US&_sort_desc=day#g.mark=bar&g.x_column=day&g.x_type=ordinal&g.y_column=confirmed&g.y_type=quantitative&g.color_column=province_or_state).
75 | * Santa Clara County appears to be represented as `Santa Clara, CA` in some records and `Santa Clara County, CA` in others - [example](https://covid-19.datasettes.com/covid/johns_hopkins_csse_daily_reports?province_or_state__contains=santa+clara&_sort_desc=day#g.mark=bar&g.x_column=day&g.x_type=ordinal&g.y_column=confirmed&g.y_type=quantitative).
76 | * Passengers from the Diamond Princess cruise are represented by a number of different rows with "From Diamond Princess" in their `province_or_state` column - [example](https://covid-19.datasettes.com/covid/johns_hopkins_csse_daily_reports?_facet=province_or_state&_facet=country_or_region&province_or_state__contains=from+diamond&_sort_desc=day).
77 | * The [latest_ny_times_counties_with_populations](https://covid-19.datasettes.com/covid/latest_ny_times_counties_with_populations) view omits some counties, notably all New York City counties, because the New York Times groups all New York City data into rows with `county` equal to "New York City" and an empty `fips` column. Thus total cases represented in [latest_ny_times_counties_with_populations](https://covid-19.datasettes.com/covid/latest_ny_times_counties_with_populations) are lower than total cases represented in [ny_times_us_states](https://covid-19.datasettes.com/covid/ny_times_us_states) by at least the number of cases in New York City.
78 |
--------------------------------------------------------------------------------
/metadata.json:
--------------------------------------------------------------------------------
1 | {
2 | "title": "COVID-19 cases, using data from Johns Hopkins CSSE, the New York Times and the LA Times",
3 | "about": "simonw/covid-19-datasette",
4 | "about_url": "https://github.com/simonw/covid-19-datasette",
5 | "description_html": "
",
6 | "databases": {
7 | "covid": {
8 | "description_html": "",
9 | "tables": {
10 | "johns_hopkins_csse_daily_reports": {
11 | "sort_desc": "day",
12 | "description_html": "",
13 | "facets": [
14 | "province_or_state",
15 | "country_or_region"
16 | ],
17 | "source": "Johns Hopkins CSSE",
18 | "source_url": "https://github.com/CSSEGISandData/COVID-19"
19 | },
20 | "economist_excess_deaths": {
21 | "description_html": "",
22 | "facets": [
23 | "country",
24 | "cadence"
25 | ],
26 | "source": "The Economist",
27 | "source_url": "https://github.com/TheEconomist/covid-19-excess-deaths-tracker",
28 | "license": "CC BY 4.0",
29 | "license_url": "https://creativecommons.org/licenses/by/4.0/"
30 | },
31 | "economist_historical_deaths": {
32 | "description_html": "",
33 | "facets": [
34 | "country",
35 | "cadence"
36 | ],
37 | "source": "The Economist",
38 | "source_url": "https://github.com/TheEconomist/covid-19-excess-deaths-tracker",
39 | "license": "CC BY 4.0",
40 | "license_url": "https://creativecommons.org/licenses/by/4.0/"
41 | },
42 | "ny_times_us_states": {
43 | "sort_desc": "date",
44 | "description_html": "",
45 | "facets": [
46 | "state"
47 | ],
48 | "source": "The New York Times",
49 | "source_url": "https://github.com/nytimes/covid-19-data",
50 | "license": "LICENSE",
51 | "license_url": "https://github.com/nytimes/covid-19-data/blob/master/LICENSE"
52 | },
53 | "ny_times_us_counties": {
54 | "sort_desc": "date",
55 | "description_html": "",
56 | "facets": [
57 | "state",
58 | "county",
59 | "fips"
60 | ],
61 | "source": "The New York Times",
62 | "source_url": "https://github.com/nytimes/covid-19-data",
63 | "license": "LICENSE",
64 | "license_url": "https://github.com/nytimes/covid-19-data/blob/master/LICENSE"
65 | },
66 | "latimes_agency_totals": {
67 | "sort_desc": "date",
68 | "description_html": "",
69 | "facets": [
70 | "agency",
71 | "county",
72 | "fips"
73 | ],
74 | "source": "The Los Angeles Times",
75 | "source_url": "https://github.com/datadesk/california-coronavirus-data",
76 | "license": "Reusing the data",
77 | "license_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#reusing-the-data",
78 | "about": "Data dictionary for latimes_agency_totals",
79 | "about_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#latimes-agency-totalscsv"
80 | },
81 | "latimes_county_totals": {
82 | "sort_desc": "date",
83 | "description_html": "",
84 | "facets": [
85 | "county",
86 | "fips"
87 | ],
88 | "source": "The Los Angeles Times",
89 | "source_url": "https://github.com/datadesk/california-coronavirus-data",
90 | "license": "Reusing the data",
91 | "license_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#reusing-the-data",
92 | "about": "Data dictionary for latimes_county_totals",
93 | "about_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#latimes-county-totalscsv"
94 | },
95 | "latimes_place_totals": {
96 | "sort_desc": "date",
97 | "description_html": "",
98 | "facets": [
99 | "county",
100 | "fips"
101 | ],
102 | "source": "The Los Angeles Times",
103 | "source_url": "https://github.com/datadesk/california-coronavirus-data",
104 | "license": "Reusing the data",
105 | "license_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#reusing-the-data",
106 | "about": "Data dictionary for latimes_place_totals",
107 | "about_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#latimes-place-totalscsv"
108 | },
109 | "latimes_state_totals": {
110 | "sort_desc": "date",
111 | "description_html": "",
112 | "source": "The Los Angeles Times",
113 | "source_url": "https://github.com/datadesk/california-coronavirus-data",
114 | "license": "Reusing the data",
115 | "license_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#reusing-the-data",
116 | "about": "Data dictionary for latimes_state_totals",
117 | "about_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#latimes-state-totalscsv"
118 | },
119 | "latimes_cdph_state_totals": {
120 | "sort_desc": "date",
121 | "description_html": "",
122 | "source": "California Department of Public Health via The Los Angeles Times",
123 | "source_url": "https://github.com/datadesk/california-coronavirus-data",
124 | "license": "Reusing the data",
125 | "license_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#reusing-the-data",
126 | "about": "Data dictionary for latimes_cdph_state_totals",
127 | "about_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#cdph-state-totalscsv"
128 | },
129 | "la_times_cdph_adult_and_senior_care_facilities": {
130 | "sort_desc": "date",
131 | "description_html": "",
132 | "source": "California Department of Public Health via The Los Angeles Times",
133 | "source_url": "https://github.com/datadesk/california-coronavirus-data",
134 | "license": "Reusing the data",
135 | "license_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#reusing-the-data",
136 | "about": "Data dictionary for la_times_cdph_adult_and_senior_care_facilities",
137 | "about_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#cdph-adult-and-senior-care-facilitiescsv"
138 | },
139 | "la_times_cdph_adult_and_senior_care_totals": {
140 | "sort_desc": "date",
141 | "description_html": "",
142 | "source": "California Department of Public Health via The Los Angeles Times",
143 | "source_url": "https://github.com/datadesk/california-coronavirus-data",
144 | "license": "Reusing the data",
145 | "license_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#reusing-the-data",
146 | "about": "Data dictionary for la_times_cdph_adult_and_senior_care_totals",
147 | "about_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#cdph-adult-and-senior-care-totalscsv"
148 | },
149 | "la_times_cdph_hospital_patient_county_totals": {
150 | "sort_desc": "date",
151 | "description_html": "",
152 | "source": "California Department of Public Health via The Los Angeles Times",
153 | "source_url": "https://github.com/datadesk/california-coronavirus-data",
154 | "license": "Reusing the data",
155 | "license_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#reusing-the-data",
156 | "about": "Data dictionary for la_times_cdph_hospital_patient_county_totals",
157 | "about_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#cdph-hospital-patient-county-totalscsv"
158 | },
159 | "la_times_cdph_skilled_nursing_facilities": {
160 | "sort_desc": "date",
161 | "description_html": "",
162 | "source": "California Department of Public Health via The Los Angeles Times",
163 | "source_url": "https://github.com/datadesk/california-coronavirus-data",
164 | "license": "Reusing the data",
165 | "license_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#reusing-the-data",
166 | "about": "Data dictionary for la_times_cdph_skilled_nursing_facilities",
167 | "about_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#cdph-skilled-nursing-facilitiescsv"
168 | },
169 | "la_times_cdph_skilled_nursing_totals": {
170 | "sort_desc": "date",
171 | "description_html": "",
172 | "source": "California Department of Public Health via The Los Angeles Times",
173 | "source_url": "https://github.com/datadesk/california-coronavirus-data",
174 | "license": "Reusing the data",
175 | "license_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#reusing-the-data",
176 | "about": "Data dictionary for la_times_cdph_skilled_nursing_totals",
177 | "about_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#cdph-skilled-nursing-totalscsv"
178 | },
179 | "la_times_cdph_state_totals": {
180 | "sort_desc": "date",
181 | "description_html": "",
182 | "source": "California Department of Public Health via The Los Angeles Times",
183 | "source_url": "https://github.com/datadesk/california-coronavirus-data",
184 | "license": "Reusing the data",
185 | "license_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#reusing-the-data",
186 | "about": "Data dictionary for la_times_cdph_state_totals",
187 | "about_url": "https://github.com/datadesk/california-coronavirus-data/blob/master/README.md#cdph-state-totalscsv"
188 | },
189 | "us_census_state_populations_2019": {
190 | "source": "census.gov",
191 | "source_url": "https://www.census.gov/data/datasets/time-series/demo/popest/2010s-state-total.html"
192 | },
193 | "us_census_county_populations_2019": {
194 | "source": "census.gov",
195 | "source_url": "https://www2.census.gov/programs-surveys/popest/tables/2010-2019/counties/totals/co-est2019-annres.xlsx"
196 | },
197 | "latest_ny_times_counties_with_populations": {
198 | "sort_desc": "cases_per_million",
199 | "description_html": "",
200 | "facets": [
201 | "state"
202 | ],
203 | "source": "The New York Times",
204 | "source_url": "https://github.com/nytimes/covid-19-data",
205 | "license": "LICENSE",
206 | "license_url": "https://github.com/nytimes/covid-19-data/blob/master/LICENSE"
207 | },
208 | "daily_reports": {
209 | "hidden": true,
210 | "sort_desc": "day",
211 | "description_html": "",
212 | "facets": [
213 | "province_or_state",
214 | "country_or_region"
215 | ],
216 | "source": "Johns Hopkins CSSE",
217 | "source_url": "https://github.com/CSSEGISandData/COVID-19"
218 | }
219 | }
220 | }
221 | }
222 | }
223 |
--------------------------------------------------------------------------------
/us_census_county_populations_2019.csv:
--------------------------------------------------------------------------------
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1080 | 21173,28157
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1572 | 29177,23018
1573 | 29179,6270
1574 | 29181,13288
1575 | 29183,402022
1576 | 29185,9397
1577 | 29186,17894
1578 | 29187,67215
1579 | 29189,994205
1580 | 29195,22761
1581 | 29197,4660
1582 | 29199,4902
1583 | 29201,38280
1584 | 29203,8166
1585 | 29205,5930
1586 | 29207,29025
1587 | 29209,31952
1588 | 29211,6089
1589 | 29213,55928
1590 | 29215,25398
1591 | 29217,20563
1592 | 29219,35649
1593 | 29221,24730
1594 | 29223,12873
1595 | 29225,39592
1596 | 29227,2013
1597 | 29229,18289
1598 | 29510,300576
1599 | 30001,9453
1600 | 30003,13319
1601 | 30005,6681
1602 | 30007,6237
1603 | 30009,10725
1604 | 30011,1252
1605 | 30013,81366
1606 | 30015,5635
1607 | 30017,11402
1608 | 30019,1690
1609 | 30021,8613
1610 | 30023,9140
1611 | 30025,2846
1612 | 30027,11050
1613 | 30029,103806
1614 | 30031,114434
1615 | 30033,1258
1616 | 30035,13753
1617 | 30037,821
1618 | 30039,3379
1619 | 30041,16484
1620 | 30043,12221
1621 | 30045,2007
1622 | 30047,30458
1623 | 30049,69432
1624 | 30051,2337
1625 | 30053,19980
1626 | 30055,1664
1627 | 30057,8600
1628 | 30059,1862
1629 | 30061,4397
1630 | 30063,119600
1631 | 30065,4633
1632 | 30067,16606
1633 | 30069,487
1634 | 30071,3954
1635 | 30073,5911
1636 | 30075,1682
1637 | 30077,6890
1638 | 30079,1077
1639 | 30081,43806
1640 | 30083,10803
1641 | 30085,11004
1642 | 30087,8937
1643 | 30089,12113
1644 | 30091,3309
1645 | 30093,34915
1646 | 30095,9642
1647 | 30097,3737
1648 | 30099,6147
1649 | 30101,4736
1650 | 30103,696
1651 | 30105,7396
1652 | 30107,2126
1653 | 30109,969
1654 | 30111,161300
1655 | 31001,31363
1656 | 31003,6298
1657 | 31005,463
1658 | 31007,745
1659 | 31009,465
1660 | 31011,5192
1661 | 31013,10783
1662 | 31015,1919
1663 | 31017,2955
1664 | 31019,49659
1665 | 31021,6459
1666 | 31023,8016
1667 | 31025,26248
1668 | 31027,8402
1669 | 31029,3924
1670 | 31031,5689
1671 | 31033,8910
1672 | 31035,6203
1673 | 31037,10709
1674 | 31039,8846
1675 | 31041,10777
1676 | 31043,20026
1677 | 31045,8589
1678 | 31047,23595
1679 | 31049,1794
1680 | 31051,5636
1681 | 31053,36565
1682 | 31055,571327
1683 | 31057,1693
1684 | 31059,5462
1685 | 31061,2979
1686 | 31063,2627
1687 | 31065,4676
1688 | 31067,21513
1689 | 31069,1837
1690 | 31071,1969
1691 | 31073,1990
1692 | 31075,623
1693 | 31077,2356
1694 | 31079,61353
1695 | 31081,9324
1696 | 31083,3380
1697 | 31085,922
1698 | 31087,2762
1699 | 31089,10067
1700 | 31091,682
1701 | 31093,6445
1702 | 31095,7046
1703 | 31097,5071
1704 | 31099,6495
1705 | 31101,8034
1706 | 31103,806
1707 | 31105,3632
1708 | 31107,8332
1709 | 31109,319090
1710 | 31111,34914
1711 | 31113,748
1712 | 31115,664
1713 | 31117,494
1714 | 31119,35099
1715 | 31121,7755
1716 | 31123,4642
1717 | 31125,3519
1718 | 31127,6972
1719 | 31129,4148
1720 | 31131,16012
1721 | 31133,2613
1722 | 31135,2891
1723 | 31137,9034
1724 | 31139,7148
1725 | 31141,33470
1726 | 31143,5213
1727 | 31145,10724
1728 | 31147,7865
1729 | 31149,1357
1730 | 31151,14224
1731 | 31153,187196
1732 | 31155,21578
1733 | 31157,35618
1734 | 31159,17284
1735 | 31161,5246
1736 | 31163,3001
1737 | 31165,1166
1738 | 31167,5920
1739 | 31169,5003
1740 | 31171,722
1741 | 31173,7224
1742 | 31175,4158
1743 | 31177,20729
1744 | 31179,9385
1745 | 31181,3487
1746 | 31183,783
1747 | 31185,13679
1748 | 32001,24909
1749 | 32003,2266715
1750 | 32005,48905
1751 | 32007,52778
1752 | 32009,873
1753 | 32011,2029
1754 | 32013,16831
1755 | 32015,5532
1756 | 32017,5183
1757 | 32019,57510
1758 | 32021,4505
1759 | 32023,46523
1760 | 32027,6725
1761 | 32029,4123
1762 | 32031,471519
1763 | 32033,9580
1764 | 32510,55916
1765 | 33001,61303
1766 | 33003,48910
1767 | 33005,76085
1768 | 33007,31563
1769 | 33009,89886
1770 | 33011,417025
1771 | 33013,151391
1772 | 33015,309769
1773 | 33017,130633
1774 | 33019,43146
1775 | 34001,263670
1776 | 34003,932202
1777 | 34005,445349
1778 | 34007,506471
1779 | 34009,92039
1780 | 34011,149527
1781 | 34013,798975
1782 | 34015,291636
1783 | 34017,672391
1784 | 34019,124371
1785 | 34021,367430
1786 | 34023,825062
1787 | 34025,618795
1788 | 34027,491845
1789 | 34029,607186
1790 | 34031,501826
1791 | 34033,62385
1792 | 34035,328934
1793 | 34037,140488
1794 | 34039,556341
1795 | 34041,105267
1796 | 35001,679121
1797 | 35003,3527
1798 | 35005,64615
1799 | 35006,26675
1800 | 35007,11941
1801 | 35009,48954
1802 | 35011,1748
1803 | 35013,218195
1804 | 35015,58460
1805 | 35017,26998
1806 | 35019,4300
1807 | 35021,625
1808 | 35023,4198
1809 | 35025,71070
1810 | 35027,19572
1811 | 35028,19369
1812 | 35029,23709
1813 | 35031,71367
1814 | 35033,4521
1815 | 35035,67490
1816 | 35037,8253
1817 | 35039,38921
1818 | 35041,18500
1819 | 35043,146748
1820 | 35045,123958
1821 | 35047,27277
1822 | 35049,150358
1823 | 35051,10791
1824 | 35053,16637
1825 | 35055,32723
1826 | 35057,15461
1827 | 35059,4059
1828 | 35061,76688
1829 | 36001,305506
1830 | 36003,46091
1831 | 36005,1418207
1832 | 36007,190488
1833 | 36009,76117
1834 | 36011,76576
1835 | 36013,126903
1836 | 36015,83456
1837 | 36017,47207
1838 | 36019,80485
1839 | 36021,59461
1840 | 36023,47581
1841 | 36025,44135
1842 | 36027,294218
1843 | 36029,918702
1844 | 36031,36885
1845 | 36033,50022
1846 | 36035,53383
1847 | 36037,57280
1848 | 36039,47188
1849 | 36041,4416
1850 | 36043,61319
1851 | 36045,109834
1852 | 36047,2559903
1853 | 36049,26296
1854 | 36051,62914
1855 | 36053,70941
1856 | 36055,741770
1857 | 36057,49221
1858 | 36059,1356924
1859 | 36061,1628706
1860 | 36063,209281
1861 | 36065,228671
1862 | 36067,460528
1863 | 36069,109777
1864 | 36071,384940
1865 | 36073,40352
1866 | 36075,117124
1867 | 36077,59493
1868 | 36079,98320
1869 | 36081,2253858
1870 | 36083,158714
1871 | 36085,476143
1872 | 36087,325789
1873 | 36089,107740
1874 | 36091,229863
1875 | 36093,155299
1876 | 36095,30999
1877 | 36097,17807
1878 | 36099,34016
1879 | 36101,95379
1880 | 36103,1476601
1881 | 36105,75432
1882 | 36107,48203
1883 | 36109,102180
1884 | 36111,177573
1885 | 36113,63944
1886 | 36115,61204
1887 | 36117,89918
1888 | 36119,967506
1889 | 36121,39859
1890 | 36123,24913
1891 | 37001,169509
1892 | 37003,37497
1893 | 37005,11137
1894 | 37007,24446
1895 | 37009,27203
1896 | 37011,17557
1897 | 37013,46994
1898 | 37015,18947
1899 | 37017,32722
1900 | 37019,142820
1901 | 37021,261191
1902 | 37023,90485
1903 | 37025,216453
1904 | 37027,82178
1905 | 37029,10867
1906 | 37031,69473
1907 | 37033,22604
1908 | 37035,159551
1909 | 37037,74470
1910 | 37039,28612
1911 | 37041,13943
1912 | 37043,11231
1913 | 37045,97947
1914 | 37047,55508
1915 | 37049,102139
1916 | 37051,335509
1917 | 37053,27763
1918 | 37055,37009
1919 | 37057,167609
1920 | 37059,42846
1921 | 37061,58741
1922 | 37063,321488
1923 | 37065,51472
1924 | 37067,382295
1925 | 37069,69685
1926 | 37071,224529
1927 | 37073,11562
1928 | 37075,8441
1929 | 37077,60443
1930 | 37079,21069
1931 | 37081,537174
1932 | 37083,50010
1933 | 37085,135976
1934 | 37087,62317
1935 | 37089,117417
1936 | 37091,23677
1937 | 37093,55234
1938 | 37095,4937
1939 | 37097,181806
1940 | 37099,43938
1941 | 37101,209339
1942 | 37103,9419
1943 | 37105,61779
1944 | 37107,55949
1945 | 37109,86111
1946 | 37111,45756
1947 | 37113,35858
1948 | 37115,21755
1949 | 37117,22440
1950 | 37119,1110356
1951 | 37121,14964
1952 | 37123,27173
1953 | 37125,100880
1954 | 37127,94298
1955 | 37129,234473
1956 | 37131,19483
1957 | 37133,197938
1958 | 37135,148476
1959 | 37137,12726
1960 | 37139,39824
1961 | 37141,63060
1962 | 37143,13463
1963 | 37145,39490
1964 | 37147,180742
1965 | 37149,20724
1966 | 37151,143667
1967 | 37153,44829
1968 | 37155,130625
1969 | 37157,91010
1970 | 37159,142088
1971 | 37161,67029
1972 | 37163,63531
1973 | 37165,34823
1974 | 37167,62806
1975 | 37169,45591
1976 | 37171,71783
1977 | 37173,14271
1978 | 37175,34385
1979 | 37177,4016
1980 | 37179,239859
1981 | 37181,44535
1982 | 37183,1111761
1983 | 37185,19731
1984 | 37187,11580
1985 | 37189,56177
1986 | 37191,123131
1987 | 37193,68412
1988 | 37195,81801
1989 | 37197,37667
1990 | 37199,18069
1991 | 38001,2216
1992 | 38003,10415
1993 | 38005,6832
1994 | 38007,928
1995 | 38009,6282
1996 | 38011,3024
1997 | 38013,2115
1998 | 38015,95626
1999 | 38017,181923
2000 | 38019,3762
2001 | 38021,4872
2002 | 38023,2264
2003 | 38025,4424
2004 | 38027,2287
2005 | 38029,3241
2006 | 38031,3210
2007 | 38033,1761
2008 | 38035,69451
2009 | 38037,2274
2010 | 38039,2231
2011 | 38041,2499
2012 | 38043,2480
2013 | 38045,4046
2014 | 38047,1850
2015 | 38049,5745
2016 | 38051,2497
2017 | 38053,15024
2018 | 38055,9450
2019 | 38057,8187
2020 | 38059,31364
2021 | 38061,10545
2022 | 38063,2879
2023 | 38065,1959
2024 | 38067,6801
2025 | 38069,3975
2026 | 38071,11519
2027 | 38073,5218
2028 | 38075,2327
2029 | 38077,16177
2030 | 38079,14176
2031 | 38081,3898
2032 | 38083,1315
2033 | 38085,4230
2034 | 38087,750
2035 | 38089,31489
2036 | 38091,1890
2037 | 38093,20704
2038 | 38095,2189
2039 | 38097,8036
2040 | 38099,10641
2041 | 38101,67641
2042 | 38103,3834
2043 | 38105,37589
2044 | 39001,27698
2045 | 39003,102351
2046 | 39005,53484
2047 | 39007,97241
2048 | 39009,65327
2049 | 39011,45656
2050 | 39013,67006
2051 | 39015,43432
2052 | 39017,383134
2053 | 39019,26914
2054 | 39021,38885
2055 | 39023,134083
2056 | 39025,206428
2057 | 39027,41968
2058 | 39029,101883
2059 | 39031,36600
2060 | 39033,41494
2061 | 39035,1235072
2062 | 39037,51113
2063 | 39039,38087
2064 | 39041,209177
2065 | 39043,74266
2066 | 39045,157574
2067 | 39047,28525
2068 | 39049,1316756
2069 | 39051,42126
2070 | 39053,29898
2071 | 39055,93649
2072 | 39057,168937
2073 | 39059,38875
2074 | 39061,817473
2075 | 39063,75783
2076 | 39065,31365
2077 | 39067,15040
2078 | 39069,27006
2079 | 39071,43161
2080 | 39073,28264
2081 | 39075,43960
2082 | 39077,58266
2083 | 39079,32413
2084 | 39081,65325
2085 | 39083,62322
2086 | 39085,230149
2087 | 39087,59463
2088 | 39089,176862
2089 | 39091,45672
2090 | 39093,309833
2091 | 39095,428348
2092 | 39097,44731
2093 | 39099,228683
2094 | 39101,65093
2095 | 39103,179746
2096 | 39105,22907
2097 | 39107,41172
2098 | 39109,106987
2099 | 39111,13654
2100 | 39113,531687
2101 | 39115,14508
2102 | 39117,35328
2103 | 39119,86215
2104 | 39121,14424
2105 | 39123,40525
2106 | 39125,18672
2107 | 39127,36134
2108 | 39129,58457
2109 | 39131,27772
2110 | 39133,162466
2111 | 39135,40882
2112 | 39137,33861
2113 | 39139,121154
2114 | 39141,76666
2115 | 39143,58518
2116 | 39145,75314
2117 | 39147,55178
2118 | 39149,48590
2119 | 39151,370606
2120 | 39153,541013
2121 | 39155,197974
2122 | 39157,91987
2123 | 39159,58988
2124 | 39161,28275
2125 | 39163,13085
2126 | 39165,234602
2127 | 39167,59911
2128 | 39169,115710
2129 | 39171,36692
2130 | 39173,130817
2131 | 39175,21772
2132 | 40001,22194
2133 | 40003,5702
2134 | 40005,13758
2135 | 40007,5311
2136 | 40009,21859
2137 | 40011,9429
2138 | 40013,47995
2139 | 40015,28762
2140 | 40017,148306
2141 | 40019,48111
2142 | 40021,48657
2143 | 40023,14672
2144 | 40025,2137
2145 | 40027,284014
2146 | 40029,5495
2147 | 40031,120749
2148 | 40033,5666
2149 | 40035,14142
2150 | 40037,71522
2151 | 40039,29003
2152 | 40041,43009
2153 | 40043,4891
2154 | 40045,3859
2155 | 40047,61056
2156 | 40049,27711
2157 | 40051,55834
2158 | 40053,4333
2159 | 40055,5712
2160 | 40057,2653
2161 | 40059,3688
2162 | 40061,12627
2163 | 40063,13279
2164 | 40065,24530
2165 | 40067,6002
2166 | 40069,11085
2167 | 40071,43538
2168 | 40073,15765
2169 | 40075,8708
2170 | 40077,10073
2171 | 40079,49853
2172 | 40081,34877
2173 | 40083,48011
2174 | 40085,10253
2175 | 40087,40474
2176 | 40089,32832
2177 | 40091,19596
2178 | 40093,7629
2179 | 40095,16931
2180 | 40097,41100
2181 | 40099,14073
2182 | 40101,67997
2183 | 40103,11131
2184 | 40105,10076
2185 | 40107,11993
2186 | 40109,797434
2187 | 40111,38465
2188 | 40113,46963
2189 | 40115,31127
2190 | 40117,16376
2191 | 40119,81784
2192 | 40121,43654
2193 | 40123,38284
2194 | 40125,72592
2195 | 40127,11096
2196 | 40129,3583
2197 | 40131,92459
2198 | 40133,24258
2199 | 40135,41569
2200 | 40137,43143
2201 | 40139,19983
2202 | 40141,7250
2203 | 40143,651552
2204 | 40145,81289
2205 | 40147,51527
2206 | 40149,10916
2207 | 40151,8793
2208 | 40153,20211
2209 | 41001,16124
2210 | 41003,93053
2211 | 41005,418187
2212 | 41007,40224
2213 | 41009,52354
2214 | 41011,64487
2215 | 41013,24404
2216 | 41015,22925
2217 | 41017,197692
2218 | 41019,110980
2219 | 41021,1912
2220 | 41023,7199
2221 | 41025,7393
2222 | 41027,23382
2223 | 41029,220944
2224 | 41031,24658
2225 | 41033,87487
2226 | 41035,68238
2227 | 41037,7869
2228 | 41039,382067
2229 | 41041,49962
2230 | 41043,129749
2231 | 41045,30571
2232 | 41047,347818
2233 | 41049,11603
2234 | 41051,812855
2235 | 41053,86085
2236 | 41055,1780
2237 | 41057,27036
2238 | 41059,77950
2239 | 41061,26835
2240 | 41063,7208
2241 | 41065,26682
2242 | 41067,601592
2243 | 41069,1332
2244 | 41071,107100
2245 | 42001,103009
2246 | 42003,1216045
2247 | 42005,64735
2248 | 42007,163929
2249 | 42009,47888
2250 | 42011,421164
2251 | 42013,121829
2252 | 42015,60323
2253 | 42017,628270
2254 | 42019,187853
2255 | 42021,130192
2256 | 42023,4447
2257 | 42025,64182
2258 | 42027,162385
2259 | 42029,524989
2260 | 42031,38438
2261 | 42033,79255
2262 | 42035,38632
2263 | 42037,64964
2264 | 42039,84629
2265 | 42041,253370
2266 | 42043,278299
2267 | 42045,566747
2268 | 42047,29910
2269 | 42049,269728
2270 | 42051,129274
2271 | 42053,7247
2272 | 42055,155027
2273 | 42057,14530
2274 | 42059,36233
2275 | 42061,45144
2276 | 42063,84073
2277 | 42065,43425
2278 | 42067,24763
2279 | 42069,209674
2280 | 42071,545724
2281 | 42073,85512
2282 | 42075,141793
2283 | 42077,369318
2284 | 42079,317417
2285 | 42081,113299
2286 | 42083,40625
2287 | 42085,109424
2288 | 42087,46138
2289 | 42089,170271
2290 | 42091,830915
2291 | 42093,18230
2292 | 42095,305285
2293 | 42097,90843
2294 | 42099,46272
2295 | 42101,1584064
2296 | 42103,55809
2297 | 42105,16526
2298 | 42107,141359
2299 | 42109,40372
2300 | 42111,73447
2301 | 42113,6066
2302 | 42115,40328
2303 | 42117,40591
2304 | 42119,44923
2305 | 42121,50668
2306 | 42123,39191
2307 | 42125,206865
2308 | 42127,51361
2309 | 42129,348899
2310 | 42131,26794
2311 | 42133,449058
2312 | 44001,48479
2313 | 44003,164292
2314 | 44005,82082
2315 | 44007,638931
2316 | 44009,125577
2317 | 45001,24527
2318 | 45003,170872
2319 | 45005,8688
2320 | 45007,202558
2321 | 45009,14066
2322 | 45011,20866
2323 | 45013,192122
2324 | 45015,227907
2325 | 45017,14553
2326 | 45019,411406
2327 | 45021,57300
2328 | 45023,32244
2329 | 45025,45650
2330 | 45027,33745
2331 | 45029,37677
2332 | 45031,66618
2333 | 45033,30479
2334 | 45035,162809
2335 | 45037,27260
2336 | 45039,22347
2337 | 45041,138293
2338 | 45043,62680
2339 | 45045,523542
2340 | 45047,70811
2341 | 45049,19222
2342 | 45051,354081
2343 | 45053,30073
2344 | 45055,66551
2345 | 45057,98012
2346 | 45059,67493
2347 | 45061,16828
2348 | 45063,298750
2349 | 45065,9463
2350 | 45067,30657
2351 | 45069,26118
2352 | 45071,38440
2353 | 45073,79546
2354 | 45075,86175
2355 | 45077,126884
2356 | 45079,415759
2357 | 45081,20473
2358 | 45083,319785
2359 | 45085,106721
2360 | 45087,27316
2361 | 45089,30368
2362 | 45091,280979
2363 | 46003,2751
2364 | 46005,18453
2365 | 46007,3365
2366 | 46009,6901
2367 | 46011,35077
2368 | 46013,38839
2369 | 46015,5297
2370 | 46017,1962
2371 | 46019,10429
2372 | 46021,1376
2373 | 46023,9292
2374 | 46025,3736
2375 | 46027,14070
2376 | 46029,28009
2377 | 46031,4086
2378 | 46033,8972
2379 | 46035,19775
2380 | 46037,5424
2381 | 46039,4351
2382 | 46041,5892
2383 | 46043,2921
2384 | 46045,3829
2385 | 46047,6713
2386 | 46049,2299
2387 | 46051,7052
2388 | 46053,4185
2389 | 46055,1899
2390 | 46057,6164
2391 | 46059,3191
2392 | 46061,3453
2393 | 46063,1298
2394 | 46065,17526
2395 | 46067,7291
2396 | 46069,1301
2397 | 46071,3344
2398 | 46073,2013
2399 | 46075,903
2400 | 46077,4939
2401 | 46079,12797
2402 | 46081,25844
2403 | 46083,61128
2404 | 46085,3781
2405 | 46087,5586
2406 | 46089,2379
2407 | 46091,4935
2408 | 46093,28332
2409 | 46095,2061
2410 | 46097,2216
2411 | 46099,193134
2412 | 46101,6576
2413 | 46103,113775
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2418 | 46115,6376
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2420 | 46119,1391
2421 | 46121,10177
2422 | 46123,5441
2423 | 46125,8384
2424 | 46127,15932
2425 | 46129,5435
2426 | 46135,22814
2427 | 46137,2756
2428 | 47001,76978
2429 | 47003,49713
2430 | 47005,16160
2431 | 47007,15064
2432 | 47009,133088
2433 | 47011,108110
2434 | 47013,39842
2435 | 47015,14678
2436 | 47017,27767
2437 | 47019,56391
2438 | 47021,40667
2439 | 47023,17297
2440 | 47025,31959
2441 | 47027,7615
2442 | 47029,36004
2443 | 47031,56520
2444 | 47033,14230
2445 | 47035,60520
2446 | 47037,694144
2447 | 47039,11663
2448 | 47041,20490
2449 | 47043,53948
2450 | 47045,37159
2451 | 47047,41133
2452 | 47049,18523
2453 | 47051,42208
2454 | 47053,49133
2455 | 47055,29464
2456 | 47057,23320
2457 | 47059,69069
2458 | 47061,13427
2459 | 47063,64934
2460 | 47065,367804
2461 | 47067,6620
2462 | 47069,25050
2463 | 47071,25652
2464 | 47073,56786
2465 | 47075,17304
2466 | 47077,28117
2467 | 47079,32345
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2469 | 47083,8201
2470 | 47085,18582
2471 | 47087,11786
2472 | 47089,54495
2473 | 47091,17788
2474 | 47093,470313
2475 | 47095,7016
2476 | 47097,25633
2477 | 47099,44142
2478 | 47101,12268
2479 | 47103,34366
2480 | 47105,54068
2481 | 47107,53794
2482 | 47109,25694
2483 | 47111,24602
2484 | 47113,97984
2485 | 47115,28907
2486 | 47117,34375
2487 | 47119,96387
2488 | 47121,12422
2489 | 47123,46545
2490 | 47125,208993
2491 | 47127,6488
2492 | 47129,21403
2493 | 47131,30069
2494 | 47133,22241
2495 | 47135,8076
2496 | 47137,5048
2497 | 47139,16832
2498 | 47141,80245
2499 | 47143,33167
2500 | 47145,53382
2501 | 47147,71813
2502 | 47149,332285
2503 | 47151,22068
2504 | 47153,15026
2505 | 47155,98250
2506 | 47157,937166
2507 | 47159,20157
2508 | 47161,13715
2509 | 47163,158348
2510 | 47165,191283
2511 | 47167,61599
2512 | 47169,11284
2513 | 47171,17883
2514 | 47173,19972
2515 | 47175,5872
2516 | 47177,41277
2517 | 47179,129375
2518 | 47181,16673
2519 | 47183,33328
2520 | 47185,27345
2521 | 47187,238412
2522 | 47189,144657
2523 | 48001,57735
2524 | 48003,18705
2525 | 48005,86715
2526 | 48007,23510
2527 | 48009,8553
2528 | 48011,1887
2529 | 48013,51153
2530 | 48015,30032
2531 | 48017,7000
2532 | 48019,23112
2533 | 48021,88723
2534 | 48023,3509
2535 | 48025,32565
2536 | 48027,362924
2537 | 48029,2003554
2538 | 48031,11931
2539 | 48033,654
2540 | 48035,18685
2541 | 48037,93245
2542 | 48039,374264
2543 | 48041,229211
2544 | 48043,9203
2545 | 48045,1546
2546 | 48047,7093
2547 | 48049,37864
2548 | 48051,18443
2549 | 48053,48155
2550 | 48055,43664
2551 | 48057,21290
2552 | 48059,13943
2553 | 48061,423163
2554 | 48063,13094
2555 | 48065,5926
2556 | 48067,30026
2557 | 48069,7530
2558 | 48071,43837
2559 | 48073,52646
2560 | 48075,7306
2561 | 48077,10471
2562 | 48079,2853
2563 | 48081,3387
2564 | 48083,8175
2565 | 48085,1034730
2566 | 48087,2920
2567 | 48089,21493
2568 | 48091,156209
2569 | 48093,13635
2570 | 48095,2726
2571 | 48097,41257
2572 | 48099,75951
2573 | 48101,1398
2574 | 48103,4797
2575 | 48105,3464
2576 | 48107,5737
2577 | 48109,2171
2578 | 48111,7287
2579 | 48113,2635516
2580 | 48115,12728
2581 | 48117,18546
2582 | 48119,5331
2583 | 48121,887207
2584 | 48123,20160
2585 | 48125,2211
2586 | 48127,10124
2587 | 48129,3278
2588 | 48131,11157
2589 | 48133,18360
2590 | 48135,166223
2591 | 48137,1932
2592 | 48139,184826
2593 | 48141,839238
2594 | 48143,42698
2595 | 48145,17297
2596 | 48147,35514
2597 | 48149,25346
2598 | 48151,3830
2599 | 48153,5712
2600 | 48155,1155
2601 | 48157,811688
2602 | 48159,10725
2603 | 48161,19717
2604 | 48163,20306
2605 | 48165,21492
2606 | 48167,342139
2607 | 48169,6229
2608 | 48171,26988
2609 | 48173,1409
2610 | 48175,7658
2611 | 48177,20837
2612 | 48179,21886
2613 | 48181,136212
2614 | 48183,123945
2615 | 48185,28880
2616 | 48187,166847
2617 | 48189,33406
2618 | 48191,2964
2619 | 48193,8461
2620 | 48195,5399
2621 | 48197,3933
2622 | 48199,57602
2623 | 48201,4713325
2624 | 48203,66553
2625 | 48205,5576
2626 | 48207,5658
2627 | 48209,230191
2628 | 48211,3819
2629 | 48213,82737
2630 | 48215,868707
2631 | 48217,36649
2632 | 48219,23021
2633 | 48221,61643
2634 | 48223,37084
2635 | 48225,22968
2636 | 48227,36664
2637 | 48229,4886
2638 | 48231,98594
2639 | 48233,20938
2640 | 48235,1536
2641 | 48237,8935
2642 | 48239,14760
2643 | 48241,35529
2644 | 48243,2274
2645 | 48245,251565
2646 | 48247,5200
2647 | 48249,40482
2648 | 48251,175817
2649 | 48253,20083
2650 | 48255,15601
2651 | 48257,136154
2652 | 48259,47431
2653 | 48261,404
2654 | 48263,762
2655 | 48265,52600
2656 | 48267,4337
2657 | 48269,272
2658 | 48271,3667
2659 | 48273,30680
2660 | 48275,3664
2661 | 48277,49859
2662 | 48279,12893
2663 | 48281,21428
2664 | 48283,7520
2665 | 48285,20154
2666 | 48287,17239
2667 | 48289,17404
2668 | 48291,88219
2669 | 48293,23437
2670 | 48295,3233
2671 | 48297,12207
2672 | 48299,21795
2673 | 48301,169
2674 | 48303,310569
2675 | 48305,5951
2676 | 48307,7984
2677 | 48309,256623
2678 | 48311,743
2679 | 48313,14284
2680 | 48315,9854
2681 | 48317,5771
2682 | 48319,4274
2683 | 48321,36643
2684 | 48323,58722
2685 | 48325,51584
2686 | 48327,2138
2687 | 48329,176832
2688 | 48331,24823
2689 | 48333,4873
2690 | 48335,8545
2691 | 48337,19818
2692 | 48339,607391
2693 | 48341,20940
2694 | 48343,12388
2695 | 48345,1200
2696 | 48347,65204
2697 | 48349,50113
2698 | 48351,13595
2699 | 48353,14714
2700 | 48355,362294
2701 | 48357,9836
2702 | 48359,2112
2703 | 48361,83396
2704 | 48363,29189
2705 | 48365,23194
2706 | 48367,142878
2707 | 48369,9605
2708 | 48371,15823
2709 | 48373,51353
2710 | 48375,117415
2711 | 48377,6704
2712 | 48379,12514
2713 | 48381,137713
2714 | 48383,3849
2715 | 48385,3452
2716 | 48387,12023
2717 | 48389,15976
2718 | 48391,6948
2719 | 48393,854
2720 | 48395,17074
2721 | 48397,104915
2722 | 48399,10264
2723 | 48401,54406
2724 | 48403,10542
2725 | 48405,8237
2726 | 48407,28859
2727 | 48409,66730
2728 | 48411,6055
2729 | 48413,2793
2730 | 48415,16703
2731 | 48417,3265
2732 | 48419,25274
2733 | 48421,3022
2734 | 48423,232751
2735 | 48425,9128
2736 | 48427,64633
2737 | 48429,9366
2738 | 48431,1291
2739 | 48433,1350
2740 | 48435,3776
2741 | 48437,7397
2742 | 48439,2102515
2743 | 48441,138034
2744 | 48443,776
2745 | 48445,12337
2746 | 48447,1501
2747 | 48449,32750
2748 | 48451,119200
2749 | 48453,1273954
2750 | 48455,14651
2751 | 48457,21672
2752 | 48459,41753
2753 | 48461,3657
2754 | 48463,26741
2755 | 48465,49025
2756 | 48467,56590
2757 | 48469,92084
2758 | 48471,72971
2759 | 48473,55246
2760 | 48475,11998
2761 | 48477,35882
2762 | 48479,276652
2763 | 48481,41556
2764 | 48483,5056
2765 | 48485,132230
2766 | 48487,12769
2767 | 48489,21358
2768 | 48491,590551
2769 | 48493,51070
2770 | 48495,8010
2771 | 48497,69984
2772 | 48499,45539
2773 | 48501,8713
2774 | 48503,18010
2775 | 48505,14179
2776 | 48507,11840
2777 | 49001,6710
2778 | 49003,56046
2779 | 49005,128289
2780 | 49007,20463
2781 | 49009,950
2782 | 49011,355481
2783 | 49013,19938
2784 | 49015,10012
2785 | 49017,5051
2786 | 49019,9754
2787 | 49021,54839
2788 | 49023,12017
2789 | 49025,7886
2790 | 49027,13188
2791 | 49029,12124
2792 | 49031,1479
2793 | 49033,2483
2794 | 49035,1160437
2795 | 49037,15308
2796 | 49039,30939
2797 | 49041,21620
2798 | 49043,42145
2799 | 49045,72259
2800 | 49047,35734
2801 | 49049,636235
2802 | 49051,34091
2803 | 49053,177556
2804 | 49055,2711
2805 | 49057,260213
2806 | 50001,36777
2807 | 50003,35470
2808 | 50005,29993
2809 | 50007,163774
2810 | 50009,6163
2811 | 50011,49402
2812 | 50013,7235
2813 | 50015,25362
2814 | 50017,28892
2815 | 50019,27037
2816 | 50021,58191
2817 | 50023,58409
2818 | 50025,42222
2819 | 50027,55062
2820 | 51001,32316
2821 | 51003,109330
2822 | 51005,14860
2823 | 51007,13145
2824 | 51009,31605
2825 | 51011,15911
2826 | 51013,236842
2827 | 51015,75558
2828 | 51017,4147
2829 | 51019,78997
2830 | 51021,6280
2831 | 51023,33419
2832 | 51025,16231
2833 | 51027,21004
2834 | 51029,17148
2835 | 51031,54885
2836 | 51033,30725
2837 | 51035,29791
2838 | 51036,6963
2839 | 51037,11880
2840 | 51041,352802
2841 | 51043,14619
2842 | 51045,5131
2843 | 51047,52605
2844 | 51049,9932
2845 | 51051,14318
2846 | 51053,28544
2847 | 51057,10953
2848 | 51059,1147532
2849 | 51061,71222
2850 | 51063,15749
2851 | 51065,27270
2852 | 51067,56042
2853 | 51069,89313
2854 | 51071,16720
2855 | 51073,37348
2856 | 51075,23753
2857 | 51077,15550
2858 | 51079,19819
2859 | 51081,11336
2860 | 51083,33911
2861 | 51085,107766
2862 | 51087,330818
2863 | 51089,50557
2864 | 51091,2190
2865 | 51093,37109
2866 | 51095,76523
2867 | 51097,7025
2868 | 51099,26836
2869 | 51101,17148
2870 | 51103,10603
2871 | 51105,23423
2872 | 51107,413538
2873 | 51109,37591
2874 | 51111,12196
2875 | 51113,13261
2876 | 51115,8834
2877 | 51117,30587
2878 | 51119,10582
2879 | 51121,98535
2880 | 51125,14930
2881 | 51127,23091
2882 | 51131,11710
2883 | 51133,12095
2884 | 51135,15232
2885 | 51137,37051
2886 | 51139,23902
2887 | 51141,17608
2888 | 51143,60354
2889 | 51145,29652
2890 | 51147,22802
2891 | 51149,38353
2892 | 51153,470335
2893 | 51155,34027
2894 | 51157,7370
2895 | 51159,9023
2896 | 51161,94186
2897 | 51163,22573
2898 | 51165,81948
2899 | 51167,26586
2900 | 51169,21566
2901 | 51171,43616
2902 | 51173,30104
2903 | 51175,17631
2904 | 51177,136215
2905 | 51179,152882
2906 | 51181,6422
2907 | 51183,11159
2908 | 51185,40595
2909 | 51187,40164
2910 | 51191,53740
2911 | 51193,18015
2912 | 51195,37383
2913 | 51197,28684
2914 | 51199,68280
2915 | 51510,159428
2916 | 51520,16762
2917 | 51530,6478
2918 | 51540,47266
2919 | 51550,244835
2920 | 51570,17370
2921 | 51580,5538
2922 | 51590,40044
2923 | 51595,5346
2924 | 51600,24019
2925 | 51610,14617
2926 | 51620,7967
2927 | 51630,29036
2928 | 51640,6347
2929 | 51650,134510
2930 | 51660,53016
2931 | 51670,22529
2932 | 51678,7446
2933 | 51680,82168
2934 | 51683,41085
2935 | 51685,17478
2936 | 51690,12554
2937 | 51700,179225
2938 | 51710,242742
2939 | 51720,3981
2940 | 51730,31346
2941 | 51735,12271
2942 | 51740,94398
2943 | 51750,18249
2944 | 51760,230436
2945 | 51770,99143
2946 | 51775,25301
2947 | 51790,24932
2948 | 51800,92108
2949 | 51810,449974
2950 | 51820,22630
2951 | 51830,14954
2952 | 51840,28078
2953 | 53001,19983
2954 | 53003,22582
2955 | 53005,204390
2956 | 53007,77200
2957 | 53009,77331
2958 | 53011,488241
2959 | 53013,3985
2960 | 53015,110593
2961 | 53017,43429
2962 | 53019,7627
2963 | 53021,95222
2964 | 53023,2225
2965 | 53025,97733
2966 | 53027,75061
2967 | 53029,85141
2968 | 53031,32221
2969 | 53033,2252782
2970 | 53035,271473
2971 | 53037,47935
2972 | 53039,22425
2973 | 53041,80707
2974 | 53043,10939
2975 | 53045,66768
2976 | 53047,42243
2977 | 53049,22471
2978 | 53051,13724
2979 | 53053,904980
2980 | 53055,17582
2981 | 53057,129205
2982 | 53059,12083
2983 | 53061,822083
2984 | 53063,522798
2985 | 53065,45723
2986 | 53067,290536
2987 | 53069,4488
2988 | 53071,60760
2989 | 53073,229247
2990 | 53075,50104
2991 | 53077,250873
2992 | 54001,16441
2993 | 54003,119171
2994 | 54005,21457
2995 | 54007,13957
2996 | 54009,21939
2997 | 54011,91945
2998 | 54013,7109
2999 | 54015,8508
3000 | 54017,8448
3001 | 54019,42406
3002 | 54021,7823
3003 | 54023,11568
3004 | 54025,34662
3005 | 54027,23175
3006 | 54029,28810
3007 | 54031,13776
3008 | 54033,67256
3009 | 54035,28576
3010 | 54037,57146
3011 | 54039,178124
3012 | 54041,15907
3013 | 54043,20409
3014 | 54045,32019
3015 | 54047,17624
3016 | 54049,56072
3017 | 54051,30531
3018 | 54053,26516
3019 | 54055,58758
3020 | 54057,26868
3021 | 54059,23424
3022 | 54061,105612
3023 | 54063,13275
3024 | 54065,17884
3025 | 54067,24496
3026 | 54069,41411
3027 | 54071,6969
3028 | 54073,7460
3029 | 54075,8247
3030 | 54077,33432
3031 | 54079,56450
3032 | 54081,73361
3033 | 54083,28695
3034 | 54085,9554
3035 | 54087,13688
3036 | 54089,12573
3037 | 54091,16695
3038 | 54093,6839
3039 | 54095,8591
3040 | 54097,24176
3041 | 54099,39402
3042 | 54101,8114
3043 | 54103,15065
3044 | 54105,5821
3045 | 54107,83518
3046 | 54109,20394
3047 | 55001,20220
3048 | 55003,15562
3049 | 55005,45244
3050 | 55007,15036
3051 | 55009,264542
3052 | 55011,13031
3053 | 55013,15414
3054 | 55015,50089
3055 | 55017,64658
3056 | 55019,34774
3057 | 55021,57532
3058 | 55023,16131
3059 | 55025,546695
3060 | 55027,87839
3061 | 55029,27668
3062 | 55031,43150
3063 | 55033,45368
3064 | 55035,104646
3065 | 55037,4295
3066 | 55039,103403
3067 | 55041,9004
3068 | 55043,51439
3069 | 55045,36960
3070 | 55047,18913
3071 | 55049,23678
3072 | 55051,5687
3073 | 55053,20643
3074 | 55055,84769
3075 | 55057,26687
3076 | 55059,169561
3077 | 55061,20434
3078 | 55063,118016
3079 | 55065,16665
3080 | 55067,19189
3081 | 55069,27593
3082 | 55071,78981
3083 | 55073,135692
3084 | 55075,40350
3085 | 55077,15574
3086 | 55078,4556
3087 | 55079,945726
3088 | 55081,46253
3089 | 55083,37930
3090 | 55085,35595
3091 | 55087,187885
3092 | 55089,89221
3093 | 55091,7287
3094 | 55093,42754
3095 | 55095,43783
3096 | 55097,70772
3097 | 55099,13351
3098 | 55101,196311
3099 | 55103,17252
3100 | 55105,163354
3101 | 55107,14178
3102 | 55109,90687
3103 | 55111,64442
3104 | 55113,16558
3105 | 55115,40899
3106 | 55117,115340
3107 | 55119,20343
3108 | 55121,29649
3109 | 55123,30822
3110 | 55125,22195
3111 | 55127,103868
3112 | 55129,15720
3113 | 55131,136034
3114 | 55133,404198
3115 | 55135,50990
3116 | 55137,24443
3117 | 55139,171907
3118 | 55141,72999
3119 | 56001,38880
3120 | 56003,11790
3121 | 56005,46341
3122 | 56007,14800
3123 | 56009,13822
3124 | 56011,7584
3125 | 56013,39261
3126 | 56015,13211
3127 | 56017,4413
3128 | 56019,8445
3129 | 56021,99500
3130 | 56023,19830
3131 | 56025,79858
3132 | 56027,2356
3133 | 56029,29194
3134 | 56031,8393
3135 | 56033,30485
3136 | 56035,9831
3137 | 56037,42343
3138 | 56039,23464
3139 | 56041,20226
3140 | 56043,7805
3141 | 56045,6927
3142 |
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