From f078e03daff804fbaf3754caf3a499019516638c Mon Sep 17 00:00:00 2001 From: Kathryn M Mazaitis Date: Tue, 23 May 2023 17:05:45 -0400 Subject: [PATCH 01/14] Make multi-signal example actually output something --- .../covidcast/vignettes/multi-signals.Rmd | 20 +++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/R-packages/covidcast/vignettes/multi-signals.Rmd b/R-packages/covidcast/vignettes/multi-signals.Rmd index dedbce9a..8b194983 100644 --- a/R-packages/covidcast/vignettes/multi-signals.Rmd +++ b/R-packages/covidcast/vignettes/multi-signals.Rmd @@ -27,7 +27,7 @@ signals <- covidcast_signals(data_source = "usa-facts", signal = c("confirmed_incidence_num", "deaths_incidence_num"), start_day = start_day, end_day = end_day, - geo_type = "state", geo_values = "pa") + geo_type = "state", geo_values = "tx") summary(signals[[1]]) summary(signals[[2]]) @@ -69,9 +69,9 @@ as is. ```{r} aggregate_signals(signals, dt = c(-1, 0)) %>% - filter(geo_value == "tx") %>% head() + head() aggregate_signals(signals, dt = list(0, c(-1, 0, 1))) %>% - filter(geo_value == "tx") %>% head() + head() ``` Finally, `aggregate_signals()` also accepts a single data frame (instead of a @@ -80,7 +80,7 @@ list of data frames), intended to be convenient when applying shifts to a single ```{r} aggregate_signals(signals[[1]], dt = c(-1, 0, 1)) %>% - filter(geo_value == "tx") %>% head() + head() ``` ## Aggregating signals, long format @@ -90,13 +90,13 @@ per row: ```{r} aggregate_signals(signals, format = "long") %>% - filter(geo_value == "tx") %>% head() + head() aggregate_signals(signals, dt = c(-1, 0), format = "long") %>% - filter(geo_value == "tx") %>% head() + head() aggregate_signals(signals, dt = list(-1, 0), format = "long") %>% - filter(geo_value == "tx") %>% head() + head() ``` As we can see, time-shifts work just as before, in "wide" format. However, in @@ -108,7 +108,7 @@ to conveniently apply shifts, in "long" format: ```{r} aggregate_signals(signals[[1]], dt = c(-1, 0), format = "long") %>% - filter(geo_value == "tx") %>% head() + head() ``` ## Pivoting longer or wider @@ -121,7 +121,7 @@ column names appropriately. For example, to pivot longer: ```{r} aggregate_signals(signals, dt = list(-1, 0)) %>% covidcast_longer() %>% - filter(geo_value == "tx") %>% head() + head() ``` And to pivot wider: @@ -129,7 +129,7 @@ And to pivot wider: ```{r} aggregate_signals(signals, dt = list(-1, 0), format = "long") %>% covidcast_wider() %>% - filter(geo_value == "tx") %>% head() + head() ``` ## A sanity check From d11eb93f69c0a75d24abb92d988ae7f3683be50e Mon Sep 17 00:00:00 2001 From: Kathryn M Mazaitis Date: Tue, 23 May 2023 17:06:08 -0400 Subject: [PATCH 02/14] covidcast R release 0.5.0 metadata --- R-packages/covidcast/DESCRIPTION | 4 ++-- R-packages/covidcast/NEWS.md | 7 +++++++ 2 files changed, 9 insertions(+), 2 deletions(-) diff --git a/R-packages/covidcast/DESCRIPTION b/R-packages/covidcast/DESCRIPTION index 1fe3c5d2..546e5f9a 100644 --- a/R-packages/covidcast/DESCRIPTION +++ b/R-packages/covidcast/DESCRIPTION @@ -1,8 +1,8 @@ Package: covidcast Type: Package Title: Client for Delphi's 'COVIDcast Epidata' API -Version: 0.4.6 -Date: 2023-01-03 +Version: 0.5.0 +Date: 2023-05-23 Authors@R: c( person(given = "Taylor", diff --git a/R-packages/covidcast/NEWS.md b/R-packages/covidcast/NEWS.md index 88de9bca..4cd18f95 100644 --- a/R-packages/covidcast/NEWS.md +++ b/R-packages/covidcast/NEWS.md @@ -1,3 +1,10 @@ +# covidcast 0.5.0 + +## Major changes + +- The package now supports queries that require an API key. Set the option + `covidcast.auth` before any fetch call to authenticate your requests. + # covidcast 0.4.5 - Updates to plotting code to be compatible with ggplot2 version 3.4.0. From 143fc801dfd6b9c708f6d1bec135a6494ac6e4bc Mon Sep 17 00:00:00 2001 From: Kathryn M Mazaitis Date: Tue, 23 May 2023 17:06:30 -0400 Subject: [PATCH 03/14] covidcast R release 0.5.0 documentation build --- docs/covidcastR/404.html | 2 +- docs/covidcastR/DEVELOP.html | 2 +- docs/covidcastR/LICENSE-text.html | 2 +- .../articles/correlation-utils.html | 4 +- .../header-attrs-2.11/header-attrs.js | 12 - docs/covidcastR/articles/covidcast.html | 111 +++++---- .../figure-html/unnamed-chunk-5-1.png | Bin 52957 -> 0 bytes .../figure-html/unnamed-chunk-6-1.png | Bin 0 -> 52864 bytes .../header-attrs-2.11/header-attrs.js | 12 - docs/covidcastR/articles/external-data.html | 18 +- .../figure-html/unnamed-chunk-3-1.png | Bin 117268 -> 114892 bytes .../header-attrs-2.11/header-attrs.js | 12 - docs/covidcastR/articles/index.html | 2 +- docs/covidcastR/articles/multi-signals.html | 54 ++--- .../header-attrs-2.11/header-attrs.js | 12 - .../covidcastR/articles/plotting-signals.html | 22 +- .../figure-html/unnamed-chunk-10-1.png | Bin 228552 -> 218391 bytes .../figure-html/unnamed-chunk-11-1.png | Bin 299533 -> 0 bytes .../figure-html/unnamed-chunk-12-1.png | Bin 86180 -> 86326 bytes .../figure-html/unnamed-chunk-12-2.png | Bin 70938 -> 70526 bytes .../figure-html/unnamed-chunk-13-1.png | Bin 85636 -> 83755 bytes .../figure-html/unnamed-chunk-14-1.png | Bin 126044 -> 0 bytes .../figure-html/unnamed-chunk-14-2.png | Bin 100093 -> 0 bytes .../figure-html/unnamed-chunk-15-1.png | Bin 109120 -> 0 bytes .../figure-html/unnamed-chunk-3-1.png | Bin 457758 -> 413372 bytes .../figure-html/unnamed-chunk-4-1.png | Bin 305968 -> 289632 bytes .../figure-html/unnamed-chunk-5-1.png | Bin 437334 -> 415405 bytes .../figure-html/unnamed-chunk-6-1.png | Bin 345776 -> 315650 bytes .../figure-html/unnamed-chunk-7-1.png | Bin 647496 -> 622407 bytes .../figure-html/unnamed-chunk-8-1.png | Bin 531079 -> 502486 bytes .../header-attrs-2.11/header-attrs.js | 12 - docs/covidcastR/authors.html | 8 +- docs/covidcastR/index.html | 4 +- docs/covidcastR/news/index.html | 10 +- docs/covidcastR/pkgdown.yml | 4 +- docs/covidcastR/reference/abbr_to_fips.html | 2 +- docs/covidcastR/reference/abbr_to_name.html | 2 +- .../reference/aggregate_signals.html | 2 +- .../reference/as.covidcast_signal.html | 2 +- docs/covidcastR/reference/county_census.html | 2 +- .../reference/covidcast-package.html | 4 +- docs/covidcastR/reference/covidcast.html | 214 ------------------ docs/covidcastR/reference/covidcast_cor.html | 2 +- .../reference/covidcast_longer.html | 2 +- docs/covidcastR/reference/covidcast_meta.html | 2 +- .../reference/covidcast_signal.html | 2 +- .../reference/covidcast_signals.html | 2 +- docs/covidcastR/reference/fips_to_abbr.html | 2 +- docs/covidcastR/reference/index.html | 2 +- docs/covidcastR/reference/latest_issue.html | 2 +- docs/covidcastR/reference/msa_census.html | 2 +- docs/covidcastR/reference/name_to_abbr.html | 2 +- docs/covidcastR/reference/name_to_fips.html | 2 +- .../reference/plot.covidcast_signal.html | 6 +- .../reference/print.covidcast_meta.html | 2 +- .../reference/print.covidcast_signal.html | 2 +- docs/covidcastR/reference/state_census.html | 2 +- .../reference/state_fips_to_name.html | 2 +- .../reference/summary.covidcast_meta.html | 2 +- .../reference/summary.covidcast_signal.html | 2 +- docs/covidcastR/sitemap.xml | 3 - 61 files changed, 158 insertions(+), 416 deletions(-) delete mode 100644 docs/covidcastR/articles/correlation-utils_files/header-attrs-2.11/header-attrs.js delete mode 100644 docs/covidcastR/articles/covidcast_files/figure-html/unnamed-chunk-5-1.png create mode 100644 docs/covidcastR/articles/covidcast_files/figure-html/unnamed-chunk-6-1.png delete mode 100644 docs/covidcastR/articles/covidcast_files/header-attrs-2.11/header-attrs.js delete mode 100644 docs/covidcastR/articles/external-data_files/header-attrs-2.11/header-attrs.js delete mode 100644 docs/covidcastR/articles/multi-signals_files/header-attrs-2.11/header-attrs.js delete mode 100644 docs/covidcastR/articles/plotting-signals_files/figure-html/unnamed-chunk-11-1.png delete mode 100644 docs/covidcastR/articles/plotting-signals_files/figure-html/unnamed-chunk-14-1.png delete mode 100644 docs/covidcastR/articles/plotting-signals_files/figure-html/unnamed-chunk-14-2.png delete mode 100644 docs/covidcastR/articles/plotting-signals_files/figure-html/unnamed-chunk-15-1.png delete mode 100644 docs/covidcastR/articles/plotting-signals_files/header-attrs-2.11/header-attrs.js delete mode 100644 docs/covidcastR/reference/covidcast.html diff --git a/docs/covidcastR/404.html b/docs/covidcastR/404.html index 3ce53b4d..8bddc9df 100644 --- a/docs/covidcastR/404.html +++ b/docs/covidcastR/404.html @@ -32,7 +32,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/DEVELOP.html b/docs/covidcastR/DEVELOP.html index bb5c4294..b1740e62 100644 --- a/docs/covidcastR/DEVELOP.html +++ b/docs/covidcastR/DEVELOP.html @@ -17,7 +17,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/LICENSE-text.html b/docs/covidcastR/LICENSE-text.html index 051a59e3..3e1db1b2 100644 --- a/docs/covidcastR/LICENSE-text.html +++ b/docs/covidcastR/LICENSE-text.html @@ -17,7 +17,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/articles/correlation-utils.html b/docs/covidcastR/articles/correlation-utils.html index d575724a..3d9dfe20 100644 --- a/docs/covidcastR/articles/correlation-utils.html +++ b/docs/covidcastR/articles/correlation-utils.html @@ -33,7 +33,7 @@ covidcast - 0.4.5 + 0.5.0 @@ -202,7 +202,7 @@

Correlations sliced by county= "correlations") # Plot choropleth maps, using the covidcast plotting functionality -plot(df_cor2, title = "Correlations between 10-day lagged case and death rates", +plot(df_cor2, title = "Correlations between 10-day lagged case and death rates", range = c(-1, 1), choro_col = c("orange", "lightblue", "purple"))

diff --git a/docs/covidcastR/articles/correlation-utils_files/header-attrs-2.11/header-attrs.js b/docs/covidcastR/articles/correlation-utils_files/header-attrs-2.11/header-attrs.js deleted file mode 100644 index dd57d92e..00000000 --- a/docs/covidcastR/articles/correlation-utils_files/header-attrs-2.11/header-attrs.js +++ /dev/null @@ -1,12 +0,0 @@ -// Pandoc 2.9 adds attributes on both header and div. We remove the former (to -// be compatible with the behavior of Pandoc < 2.8). -document.addEventListener('DOMContentLoaded', function(e) { - var hs = document.querySelectorAll("div.section[class*='level'] > :first-child"); - var i, h, a; - for (i = 0; i < hs.length; i++) { - h = hs[i]; - if (!/^h[1-6]$/i.test(h.tagName)) continue; // it should be a header h1-h6 - a = h.attributes; - while (a.length > 0) h.removeAttribute(a[0].name); - } -}); diff --git a/docs/covidcastR/articles/covidcast.html b/docs/covidcastR/articles/covidcast.html index ae8507a3..247397b4 100644 --- a/docs/covidcastR/articles/covidcast.html +++ b/docs/covidcastR/articles/covidcast.html @@ -33,7 +33,7 @@ covidcast - 0.4.5 + 0.5.0 @@ -100,7 +100,7 @@

Get started with covidcast

-

This package provides access to data frames of values from the COVIDcast API. Using the covidcast_signal() function, you can fetch any data you may be interested in analyzing, then use plot.covidcast_signal() to make plots and maps. Since the data is provided as a simple data frame, you can also wrangle it into whatever form you need to conduct your desired analyses using other packages and functions.

+

This package provides access to data frames of values from the COVIDcast endpoint of the Epidata API. Using the covidcast_signal() function, you can fetch any data you may be interested in analyzing, then use plot.covidcast_signal() to make plots and maps. Since the data is provided as a simple data frame, you can also wrangle it into whatever form you need to conduct your desired analyses using other packages and functions.

Installing

@@ -566,13 +566,26 @@

Basic examples
+

API keys +

+

By default, this package submits queries to the API anonymously. All the examples in the package documentation are compatible with anonymous use of the API, but there are some limits on anonymous queries which do not apply if you use an API key to authenticate your queries. If you regularly or frequently use our system, please consider registering for a free API key even if your usage falls within the anonymous usage limits. API key usage helps us understand who and how others are using our Delphi Epidata API, which may in turn inform our future research, data partnerships, and funding. If you do have an API key, you can use it with this package by setting the covidcast.auth option, then call fetch functions as normal:

+
+options(covidcast.auth = "your_api_key")
+
+cli <- suppressMessages(
+  covidcast_signal(data_source = "fb-survey", signal = "smoothed_cli",
+                   start_day = "2020-05-01", end_day = "2020-05-07",
+                   geo_type = "state")
+)
+
+

Plotting and mapping

This package provides convenient functions for plotting and mapping these signals. For example, simple line charts are easy to construct:

-
-plot(cli, plot_type = "line",
+
+plot(cli, plot_type = "line",
      title = "Survey results in Allegheny County, PA")
-

+

For more details and examples, including choropleth and bubble maps, see vignette("plotting-signals").

@@ -588,21 +601,21 @@

Finding counties and metro areasThis package includes several utilities intended to make the process easier. For example, if we look at ?county_census, we find that the package provides census data (such as population) on every county in the United States, including its FIPS code. Similarly, by looking at ?msa_census we can find data about metropolitan statistical areas, their corresponding CBSA IDs, and recent census data.

(Note: the msa_census data includes types of area beyond metropolitan statistical areas, including micropolitan statistical areas. The LSAD column identifies the type of each area. The COVIDcast API only provides estimates for metropolitan statistical areas, not for their divisions or for micropolitan areas.)

Building on these datasets, the convenience functions name_to_fips() and name_to_cbsa() conduct grep()-based searching of county or metropolitan area names to find FIPS or CBSA codes, respectively:

-
+
 name_to_fips("Allegheny")
## Allegheny County 
 ##          "42003"
-
+
 name_to_cbsa("Pittsburgh")
## Pittsburgh, PA 
 ##        "38300"

Since these functions return vectors of IDs, we can use them to construct the geo_values argument to covidcast_signal() to select specific regions to query.

You may also want to convert FIPS codes or CBSA IDs back to well-known names, for instance to report in tables or graphics. The package provides inverse mappings county_fips_to_name() and cbsa_to_name() that work in the analogous way:

-
+
 
##              42003 
 ## "Allegheny County"
-
+
 cbsa_to_name("38300")
##            38300 
 ## "Pittsburgh, PA"
@@ -613,7 +626,7 @@

Finding counties and metro areasSignal metadata

If we are interested in exploring the available signals and their metadata, we can use covidcast_meta() to fetch a data frame of the available signals:

-
+
 meta <- covidcast_meta()
 knitr::kable(head(meta))
@@ -658,14 +671,14 @@

Signal metadataday

- + - - - - + + + + @@ -675,14 +688,14 @@

Signal metadataday

- + - - - - + + + + @@ -692,15 +705,15 @@

Signal metadataday

- + - - - - - + + + + + @@ -709,15 +722,15 @@

Signal metadataday

- + - - - - - + + + + + @@ -726,14 +739,14 @@

Signal metadataday

- + - - - - + + + + @@ -743,21 +756,21 @@

Signal metadataday

- + - - - - - + + + + +
county 2020-02-012022-12-232023-02-14 3118 0.0009331 99.920122.2938573.91883216722840582022-12-282.2278523.84357916835669792023-02-19 3 674
hhs 2020-02-012022-12-232023-02-14 10 0.0061953 20.775772.7294812.58557716722840612022-12-282.6505232.55144716835675392023-02-19 5 674
hrr 2020-02-012023-01-032023-02-14 306 0.0010292 50.815902.5223502.83722916732449982023-01-0962.4598932.80152016835675412023-02-195 674
msa 2020-02-012023-01-032023-02-14 392 0.0007662 99.998982.3087153.09980216732449982023-01-0962.2494473.05181816835676012023-02-195 674
nation 2020-02-012022-12-232023-02-14 1 0.0154639 12.086972.9946872.36895316722840622022-12-282.9111512.34255716835676632023-02-19 5 674
state 2020-02-012023-01-032023-02-14 55 0.0013343 33.238592.4300142.62650316732449982023-01-0962.3674582.59474416835676642023-02-195 674

The covidcast_meta() documentation describes the columns and their meanings. The metadata data frame can be filtered and sliced as desired to obtain information about signals of interest. To get a basic summary of the metadata:

-
+
 summary(meta)

(We silenced the evaluation because the output of summary() here is still quite long.)

@@ -771,7 +784,7 @@

Data known “as of” a specific date

By default, covidcast_signal() fetches the most recent issue available. This is the best option for users who simply want to graph the latest data or construct dashboards. But if we are interested in knowing when data was reported, we can request specific data versions using the as_of, issues, or lag arguments. (Note these are mutually exclusive; only one can be specified at a time.)

First, we can request the data that was available as of a specific date, using the as_of argument:

-
+
 covidcast_signal(data_source = "doctor-visits", signal = "smoothed_cli",
                  start_day = "2020-05-01", end_day = "2020-05-01",
                  geo_type = "state", geo_values = "pa", as_of = "2020-05-07")
@@ -788,7 +801,7 @@

Data known “as of” a specific date ## value stderr sample_size ## 1 2.32192 NA NA

This shows that an estimate of about 2.3% was issued on May 7. If we don’t specify as_of, we get the most recent estimate available:

-
+
 covidcast_signal(data_source = "doctor-visits", signal = "smoothed_cli",
                  start_day = "2020-05-01", end_day = "2020-05-01",
                  geo_type = "state", geo_values = "pa")
@@ -810,7 +823,7 @@

Data known “as of” a specific date

Multiple issues of observations

By using the issues argument, we can request all issues in a certain time period:

-
+
 covidcast_signal(data_source = "doctor-visits", signal = "smoothed_cli",
                  start_day = "2020-05-01", end_day = "2020-05-01",
                  geo_type = "state", geo_values = "pa",
@@ -980,7 +993,7 @@ 

Multiple issues of observationsObservations issued with a specific lag

Finally, we can use the lag argument to request only data reported with a certain lag. For example, requesting a lag of 7 days means to request only issues 7 days after the corresponding time_value:

-
+
 covidcast_signal(data_source = "doctor-visits", signal = "smoothed_cli",
                  start_day = "2020-05-01", end_day = "2020-05-07",
                  geo_type = "state", geo_values = "pa", lag = 7) %>%
@@ -1110,7 +1123,7 @@ 

Observations issued with a spec

Note that though this query requested all values between 2020-05-01 and 2020-05-07, May 3rd and May 4th were not included in the results set. This is because the query will only include a result for May 3rd if a value were issued on May 10th (a 7-day lag), but in fact the value was not updated on that day:

-
+
 covidcast_signal(data_source = "doctor-visits", signal = "smoothed_cli",
                  start_day = "2020-05-03", end_day = "2020-05-03",
                  geo_type = "state", geo_values = "pa",
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diff --git a/docs/covidcastR/articles/external-data.html b/docs/covidcastR/articles/external-data.html
index 87e2de8e..6b1a49b3 100644
--- a/docs/covidcastR/articles/external-data.html
+++ b/docs/covidcastR/articles/external-data.html
@@ -33,7 +33,7 @@
       
       
         covidcast
-        0.4.5
+        0.5.0
       
     
@@ -219,7 +219,7 @@

Loading the dataak 2020-10-31 7 -2023-01-09 +2023-05-23 covid-tracking @@ -227,7 +227,7 @@

Loading the dataal 2020-10-31 0 -2023-01-09 +2023-05-23 covid-tracking @@ -235,7 +235,7 @@

Loading the dataar 2020-10-31 35 -2023-01-09 +2023-05-23 covid-tracking @@ -243,7 +243,7 @@

Loading the dataas 2020-10-31 0 -2023-01-09 +2023-05-23 covid-tracking @@ -251,7 +251,7 @@

Loading the dataaz 2020-10-31 68 -2023-01-09 +2023-05-23 covid-tracking @@ -259,13 +259,13 @@

Loading the dataca 2020-10-31 0 -2023-01-09 +2023-05-23

This allows us to make maps using the same functions used for other COVIDcast data:

-plot(hospitalized, plot_type = "choro")
+plot(hospitalized, plot_type = "choro")

## Warning: Metadata for signal mean and standard deviation not available;
 ## defaulting to observed mean and standard deviation to set plot range.

@@ -294,7 +294,7 @@

Analysis alongside other signals## 8 2020-10-08 0.0561 ## 9 2020-10-09 0.0344 ## 10 2020-10-10 0.0905 -## # … with 21 more rows

+## # ℹ 21 more rows

We can also use the tools provided by this package to place both signals into a single data frame for analysis. For example, to build a model that uses hospitalizations and other data to predict deaths, it may be convenient to produce a data frame where each row represents one state on one day, and each column is a variable (such as hospitalization or death). Using aggregate_signals(), this is easy:

 death_hosp <- aggregate_signals(list(deaths, hospitalized),
diff --git a/docs/covidcastR/articles/external-data_files/figure-html/unnamed-chunk-3-1.png b/docs/covidcastR/articles/external-data_files/figure-html/unnamed-chunk-3-1.png
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b/docs/covidcastR/articles/external-data_files/header-attrs-2.11/header-attrs.js deleted file mode 100644 index dd57d92e..00000000 --- a/docs/covidcastR/articles/external-data_files/header-attrs-2.11/header-attrs.js +++ /dev/null @@ -1,12 +0,0 @@ -// Pandoc 2.9 adds attributes on both header and div. We remove the former (to -// be compatible with the behavior of Pandoc < 2.8). -document.addEventListener('DOMContentLoaded', function(e) { - var hs = document.querySelectorAll("div.section[class*='level'] > :first-child"); - var i, h, a; - for (i = 0; i < hs.length; i++) { - h = hs[i]; - if (!/^h[1-6]$/i.test(h.tagName)) continue; // it should be a header h1-h6 - a = h.attributes; - while (a.length > 0) h.removeAttribute(a[0].name); - } -}); diff --git a/docs/covidcastR/articles/index.html b/docs/covidcastR/articles/index.html index 9ca606f5..f067b078 100644 --- a/docs/covidcastR/articles/index.html +++ b/docs/covidcastR/articles/index.html @@ -17,7 +17,7 @@ covidcast - 0.4.5 + 0.5.0

diff --git a/docs/covidcastR/articles/multi-signals.html b/docs/covidcastR/articles/multi-signals.html index 4e43a218..cd37d486 100644 --- a/docs/covidcastR/articles/multi-signals.html +++ b/docs/covidcastR/articles/multi-signals.html @@ -33,7 +33,7 @@ covidcast - 0.4.5 + 0.5.0
@@ -115,10 +115,10 @@

Fetching multiple signals signal = c("confirmed_incidence_num", "deaths_incidence_num"), start_day = start_day, end_day = end_day, - geo_type = "state") + geo_type = "state", geo_values = "tx") summary(signals[[1]])

-
## A `covidcast_signal` dataframe with 6273 rows and 15 columns.
+
## A `covidcast_signal` dataframe with 123 rows and 15 columns.
 ## 
 ## data_source : usa-facts
 ## signal      : confirmed_incidence_num
@@ -126,10 +126,10 @@ 

Fetching multiple signals## ## first date : 2020-06-01 ## last date : 2020-10-01 -## median number of geo_values per day : 51

+## median number of geo_values per day : 1
 summary(signals[[2]])
-
## A `covidcast_signal` dataframe with 6273 rows and 15 columns.
+
## A `covidcast_signal` dataframe with 123 rows and 15 columns.
 ## 
 ## data_source : usa-facts
 ## signal      : deaths_incidence_num
@@ -137,7 +137,7 @@ 

Fetching multiple signals## ## first date : 2020-06-01 ## last date : 2020-10-01 -## median number of geo_values per day : 51

+## median number of geo_values per day : 1

This returns a list of covidcast_signal objects. The argument structure for covidcast_signals() matches that of covidcast_signal(), except the first four arguments (data_source, signal, start_day, end_day) are allowed to be vectors. See the covidcast_signals() documentation for details.

@@ -149,24 +149,24 @@

Aggregating signals, wide format aggregate_signals(signals) %>% head()

##   geo_value time_value value+0:usa-facts_confirmed_incidence_num
-## 1        ne 2020-06-01                                       258
-## 2        ne 2020-06-02                                       274
-## 3        ne 2020-06-03                                       265
-## 4        ne 2020-06-04                                       253
-## 5        ne 2020-06-05                                       261
-## 6        ne 2020-06-06                                       166
+## 1        tx 2020-06-01                                       593
+## 2        tx 2020-06-02                                      1688
+## 3        tx 2020-06-03                                      1703
+## 4        tx 2020-06-04                                      1649
+## 5        tx 2020-06-05                                      1693
+## 6        tx 2020-06-06                                      1940
 ##   value+0:usa-facts_deaths_incidence_num
-## 1                                      8
-## 2                                      3
-## 3                                      5
-## 4                                      1
-## 5                                      1
-## 6                                      1
+## 1 20 +## 2 28 +## 3 31 +## 4 21 +## 5 25 +## 6 34

In “wide” format, only the latest issue of data is retained, and the columns data_source, signal, issue, lag, stderr, sample_size are all dropped from the returned data frame. Each unique signal—defined by a combination of data source name, signal name, and time-shift—is given its own column, whose name indicates its defining quantities.

As hinted above, aggregate_signals() can also apply time-shifts to the given signals, through the optional dt argument. This can be either be a single vector of shifts or a list of vectors of shifts, this list having the same length as the list of covidcast_signal objects (to apply, respectively, the same shifts or a different set of shifts to each covidcast_signal object). Negative shifts translate into in a lag value and positive shifts into a lead value; for example, if dt = -1, then the value on June 2 that gets reported is the original value on June 1; if dt = 0, then the values are left as is.

 aggregate_signals(signals, dt = c(-1, 0)) %>%
-  filter(geo_value == "tx") %>% head()
+ head()
##   geo_value time_value value-1:usa-facts_confirmed_incidence_num
 ## 1        tx 2020-06-01                                        NA
 ## 2        tx 2020-06-02                                       593
@@ -190,7 +190,7 @@ 

Aggregating signals, wide format## 6 25 34

 aggregate_signals(signals, dt = list(0, c(-1, 0, 1))) %>%
-  filter(geo_value == "tx") %>% head()
+ head()
##   geo_value time_value value+0:usa-facts_confirmed_incidence_num
 ## 1        tx 2020-06-01                                       593
 ## 2        tx 2020-06-02                                      1688
@@ -215,7 +215,7 @@ 

Aggregating signals, wide formatFinally, aggregate_signals() also accepts a single data frame (instead of a list of data frames), intended to be convenient when applying shifts to a single covidcast_signal object:

 aggregate_signals(signals[[1]], dt = c(-1, 0, 1)) %>%
-  filter(geo_value == "tx") %>% head()
+ head()

##   geo_value time_value value-1:usa-facts_confirmed_incidence_num
 ## 1        tx 2020-06-01                                        NA
 ## 2        tx 2020-06-02                                       593
@@ -244,7 +244,7 @@ 

Aggregating signals, long formatWe can also use aggregate_signals() in “long” format, with one observation per row:

 aggregate_signals(signals, format = "long") %>%
-  filter(geo_value == "tx") %>% head()
+ head()

##   data_source                  signal geo_value time_value    source geo_type
 ## 1   usa-facts confirmed_incidence_num        tx 2020-06-01 usa-facts    state
 ## 2   usa-facts confirmed_incidence_num        tx 2020-06-02 usa-facts    state
@@ -268,7 +268,7 @@ 

Aggregating signals, long format## 6 NA NA 0 1940

 aggregate_signals(signals, dt = c(-1, 0), format = "long") %>%
-  filter(geo_value == "tx") %>% head()
+ head()

##   data_source                  signal geo_value time_value    source geo_type
 ## 1   usa-facts confirmed_incidence_num        tx 2020-06-01 usa-facts    state
 ## 2   usa-facts confirmed_incidence_num        tx 2020-06-01 usa-facts    state
@@ -292,7 +292,7 @@ 

Aggregating signals, long format## 6 NA NA 0 1703

 aggregate_signals(signals, dt = list(-1, 0), format = "long") %>%
-  filter(geo_value == "tx") %>% head()
+ head()
##   data_source                  signal geo_value time_value    source geo_type
 ## 1   usa-facts confirmed_incidence_num        tx 2020-06-01 usa-facts    state
 ## 2   usa-facts confirmed_incidence_num        tx 2020-06-02 usa-facts    state
@@ -318,7 +318,7 @@ 

Aggregating signals, long formatJust as before, covidcast_signals() can also operate on a single data frame, to conveniently apply shifts, in “long” format:

 aggregate_signals(signals[[1]], dt = c(-1, 0), format = "long") %>%
-  filter(geo_value == "tx") %>% head()
+ head()

##   data_source                  signal geo_value time_value    source geo_type
 ## 1   usa-facts confirmed_incidence_num        tx 2020-06-01 usa-facts    state
 ## 2   usa-facts confirmed_incidence_num        tx 2020-06-01 usa-facts    state
@@ -348,7 +348,7 @@ 

Pivoting longer or wider
 aggregate_signals(signals, dt = list(-1, 0)) %>%
   covidcast_longer() %>%
-  filter(geo_value == "tx") %>% head()
+ head()

##   data_source                  signal geo_value time_value dt value
 ## 1   usa-facts confirmed_incidence_num        tx 2020-06-01 -1    NA
 ## 2   usa-facts    deaths_incidence_num        tx 2020-06-01  0    20
@@ -360,7 +360,7 @@ 

Pivoting longer or wider
 aggregate_signals(signals, dt = list(-1, 0), format = "long") %>%
   covidcast_wider() %>%
-  filter(geo_value == "tx") %>% head()
+ head()

##   geo_value time_value value-1:usa-facts_confirmed_incidence_num
 ## 1        tx 2020-06-01                                        NA
 ## 2        tx 2020-06-02                                       593
diff --git a/docs/covidcastR/articles/multi-signals_files/header-attrs-2.11/header-attrs.js b/docs/covidcastR/articles/multi-signals_files/header-attrs-2.11/header-attrs.js
deleted file mode 100644
index dd57d92e..00000000
--- a/docs/covidcastR/articles/multi-signals_files/header-attrs-2.11/header-attrs.js
+++ /dev/null
@@ -1,12 +0,0 @@
-// Pandoc 2.9 adds attributes on both header and div. We remove the former (to
-// be compatible with the behavior of Pandoc < 2.8).
-document.addEventListener('DOMContentLoaded', function(e) {
-  var hs = document.querySelectorAll("div.section[class*='level'] > :first-child");
-  var i, h, a;
-  for (i = 0; i < hs.length; i++) {
-    h = hs[i];
-    if (!/^h[1-6]$/i.test(h.tagName)) continue;  // it should be a header h1-h6
-    a = h.attributes;
-    while (a.length > 0) h.removeAttribute(a[0].name);
-  }
-});
diff --git a/docs/covidcastR/articles/plotting-signals.html b/docs/covidcastR/articles/plotting-signals.html
index 22a961b5..79ea4ced 100644
--- a/docs/covidcastR/articles/plotting-signals.html
+++ b/docs/covidcastR/articles/plotting-signals.html
@@ -33,7 +33,7 @@
       
       
         covidcast
-        0.4.5
+        0.5.0
       
     
 
@@ -137,11 +137,11 @@ 

Choropleth maps

The default plot method for covidcast_signal objects, plot.covidcast_signal(), produces choropleth maps by using ggplot2 and the usmap package:

-plot(comb)
+plot(comb)

The color scheme is automatically chosen to be similar to that used on the online COVIDcast mapping tool. Also, by default, this map shows the most recent day of data available in the data frame. One can choose the day and also choose the color scales, transparency level for mega counties, and title:

-plot(comb, time_value = "2020-07-04", choro_col = cm.colors(10), alpha = 0.4,
+plot(comb, time_value = "2020-07-04", choro_col = cm.colors(10), alpha = 0.4,
      title = "Combination of COVID-19 indicators on 2020-07-04")

By providing breaks and colors, we can create custom color scales, for example to have a log-spaced color scale for incident case counts:

@@ -154,7 +154,7 @@

Choropleth maps# we assign colors[i] iff the value satisfies breaks[i] <= value < breaks[i+1], # where we take breaks[0] = -Inf and breaks[N+1] = Inf, for N = length(breaks) -plot(inum, choro_col = colors, choro_params = list(breaks = breaks), +plot(inum, choro_col = colors, choro_params = list(breaks = breaks), title = "New COVID cases (7-day trailing average) on 2020-07-14")

Lastly, we show how we can use custom breaks to (visually) answer the question: which counties have cumulative case rates of at least 1/100?

@@ -166,7 +166,7 @@

Choropleth mapsbreaks <- c(0, 1000) colors <- c("#D3D3D3", "#FFC0CB") -plot(cprop, choro_col = colors, +plot(cprop, choro_col = colors, choro_params = list(breaks = breaks, legend_width = 3), title = "Cumulative COVID cases per 100k people on 2020-07-14")

@@ -176,14 +176,14 @@

Bubble maps
-plot(inum, plot_type = "bubble")
+plot(inum, plot_type = "bubble")
## Warning in plot_bubble(x, time_value = time_value, include = include, range
 ## = range, : Bubble maps can be hard to read when there is missing data;the
 ## locations without data are filled in gray.

As before, we can of course set customized breaks. As values to the left of the first bin do not get drawn, this map is much sparser, and highlights areas with larger case counts.

-plot(inum, plot_type = "bubble",
+plot(inum, plot_type = "bubble",
      bubble_params = list(breaks = seq(20, 200, len = 6)))
## Warning in plot_bubble(x, time_value = time_value, include = include, range
 ## = range, : Bubble maps can be hard to read when there is missing data;the
@@ -201,11 +201,11 @@ 

Bubble mapsbreaks1 <- c(1, 10, 100, 1000) breaks2 <- c(10, 50, 100, 500) -p1 <- plot(inum, plot_type = "bubble", +p1 <- plot(inum, plot_type = "bubble", bubble_params = list(breaks = breaks1, max_size = 6), include = "TX", bubble_col = "red", title = paste("Incidence number on", max(inum$time_value))) -p2 <- plot(iprop, plot_type = "bubble", +p2 <- plot(iprop, plot_type = "bubble", bubble_params = list(breaks = breaks2, max_size = 6), include = "TX", bubble_col = "red", title = paste("Incidence rate on", max(iprop$time_value))) @@ -231,10 +231,10 @@

Time series plotslibrary(dplyr) states <- c("ca", "pa", "tx", "ny") -plot(comb_st %>% filter(geo_value %in% states), plot_type = "line")

+plot(comb_st %>% filter(geo_value %in% states), plot_type = "line")

-plot(inum_st %>% filter(geo_value %in% states), plot_type = "line")
+plot(inum_st %>% filter(geo_value %in% states), plot_type = "line")

Notice how in Texas, the combined indicator rose several weeks in advance of confirmed cases, suggesting the signal could be predictive. Delphi is investigating these signals for their usefulness in forecasting, as well as hotspot detection and will publish results when they are available.

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Citation

Arnold T, Bien J, Brooks L, Colquhoun S, Farrow D, Grabman J, Maynard-Zhang P, Reinhart A, Tibshirani R (2023). covidcast: Client for Delphi's COVIDcast Epidata API. -R package version 0.4.5, https://cmu-delphi.github.io/covidcast/covidcastR/. +R package version 0.5.0, https://cmu-delphi.github.io/covidcast/covidcastR/.

@Manual{covidcast,
   title = {{covidcast}: Client for {D}elphi's {COVID}cast {E}pidata {API}},
   author = {Taylor Arnold and Jacob Bien and Logan Brooks and Sarah Colquhoun and David Farrow and Jed Grabman and Pedrito Maynard-Zhang and Alex Reinhart and Ryan Tibshirani},
   year = {2023},
-  note = {R package version 0.4.5},
+  note = {R package version 0.5.0},
   url = {https://cmu-delphi.github.io/covidcast/covidcastR/},
 }

Reinhart A, Brooks L, Jahja M, Rumack A, Tang J, Agrawal S, Saeed WA, Arnold T, Basu A, Bien J, Cabrera ÁA, Chin A, Chua EJ, Clark B, Colquhoun S, DeFries N, Farrow DC, Forlizzi J, Grabman J, Gratzl S, Green A, Haff G, Han R, Harwood K, Hu AJ, Hyde R, Hyun S, Joshi A, Kim J, Kuznetsov A, La Motte-Kerr W, Lee YJ, Lee K, Lipton ZC, Liu MX, Mackey L, Mazaitis K, McDonald DJ, McGuinness P, Narasimhan B, O’Brien MP, Oliveira NL, Patil P, Perer A, Politsch CA, Rajanala S, Rucker D, Scott C, Shah NH, Shankar V, Sharpnack J, Shemetov D, Simon N, Smith BY, Srivastava V, Tan S, Tibshirani R, Tuzhilina E, Van Nortwick AK, Ventura V, Wasserman L, Weaver B, Weiss JC, Whitman S, Williams K, Rosenfeld R, Tibshirani RJ (2021). “An open repository of real-time COVID-19 indicators.” Proceedings of the National Academy of Sciences, 118(51). -doi:10.1073/pnas.2111452118. +doi: 10.1073/pnas.2111452118.

@Article{covidcastPNAS,
   title = {An open repository of real-time {COVID}-19 indicators},
diff --git a/docs/covidcastR/index.html b/docs/covidcastR/index.html
index 308374f7..875bc82c 100644
--- a/docs/covidcastR/index.html
+++ b/docs/covidcastR/index.html
@@ -40,7 +40,7 @@
       
       
         covidcast
-        0.4.5
+        0.5.0
       
     
 
@@ -109,7 +109,7 @@
 deaths <- covidcast_signal("jhu-csse", "deaths_incidence_num",
                            "2020-04-15", "2021-04-15",
                            geo_type = "nation")
-plot(deaths, plot_type = "line")
+plot(deaths, plot_type = "line")

The package supports convenient plotting and mapping tools, correlation analyses between signals, and various geographic utilities for working with counties, metropolitan areas, and other units.

Consult the COVIDcast Epidata API documentation for details on the data included in the API, licensing, and how to cite this data in your work. The signals documentation lists all the data sources and signals available through this API.

diff --git a/docs/covidcastR/news/index.html b/docs/covidcastR/news/index.html index 1ffc4f8c..f2f65729 100644 --- a/docs/covidcastR/news/index.html +++ b/docs/covidcastR/news/index.html @@ -17,7 +17,7 @@ covidcast - 0.4.5 + 0.5.0 @@ -69,10 +69,16 @@

Changelog

Source: NEWS.md +
+ +
+

Major changes

+
  • The package now supports queries that require an API key. Set the option covidcast.auth before any fetch call to authenticate your requests.
+
  • Updates to plotting code to be compatible with ggplot2 version 3.4.0. (@krivard, #598)
  • -
  • Puerto Rico is no longer rotated in maps produced with plot(). On platforms using ATLAS as the BLAS implementation, rotation created invalid polygons, resulting in errors that prevented any plotting from working. Without rotation, Puerto Rico is slightly tilted compared to the rest of the United States.
  • +
  • Puerto Rico is no longer rotated in maps produced with plot(). On platforms using ATLAS as the BLAS implementation, rotation created invalid polygons, resulting in errors that prevented any plotting from working. Without rotation, Puerto Rico is slightly tilted compared to the rest of the United States.
diff --git a/docs/covidcastR/pkgdown.yml b/docs/covidcastR/pkgdown.yml index 49017376..20002b58 100644 --- a/docs/covidcastR/pkgdown.yml +++ b/docs/covidcastR/pkgdown.yml @@ -1,4 +1,4 @@ -pandoc: 2.14.2 +pandoc: '2.5' pkgdown: 2.0.7 pkgdown_sha: ~ articles: @@ -7,5 +7,5 @@ articles: external-data: external-data.html multi-signals: multi-signals.html plotting-signals: plotting-signals.html -last_built: 2023-01-09T13:21Z +last_built: 2023-05-23T20:52Z diff --git a/docs/covidcastR/reference/abbr_to_fips.html b/docs/covidcastR/reference/abbr_to_fips.html index 3456eeb7..dac1fbbc 100644 --- a/docs/covidcastR/reference/abbr_to_fips.html +++ b/docs/covidcastR/reference/abbr_to_fips.html @@ -19,7 +19,7 @@ covidcast - 0.4.5 + 0.5.0
diff --git a/docs/covidcastR/reference/abbr_to_name.html b/docs/covidcastR/reference/abbr_to_name.html index b330d2af..245a4cc6 100644 --- a/docs/covidcastR/reference/abbr_to_name.html +++ b/docs/covidcastR/reference/abbr_to_name.html @@ -19,7 +19,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/aggregate_signals.html b/docs/covidcastR/reference/aggregate_signals.html index b4c28d1f..65a05522 100644 --- a/docs/covidcastR/reference/aggregate_signals.html +++ b/docs/covidcastR/reference/aggregate_signals.html @@ -20,7 +20,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/as.covidcast_signal.html b/docs/covidcastR/reference/as.covidcast_signal.html index 1e4c4e4b..34f892d2 100644 --- a/docs/covidcastR/reference/as.covidcast_signal.html +++ b/docs/covidcastR/reference/as.covidcast_signal.html @@ -22,7 +22,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/county_census.html b/docs/covidcastR/reference/county_census.html index e0ae0f65..aa87c7f3 100644 --- a/docs/covidcastR/reference/county_census.html +++ b/docs/covidcastR/reference/county_census.html @@ -17,7 +17,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/covidcast-package.html b/docs/covidcastR/reference/covidcast-package.html index be40df66..7dae3db9 100644 --- a/docs/covidcastR/reference/covidcast-package.html +++ b/docs/covidcastR/reference/covidcast-package.html @@ -20,7 +20,7 @@ covidcast - 0.4.5 + 0.5.0 @@ -115,7 +115,7 @@

Getting started

References

A. Reinhart et al., An open repository of real-time COVID-19 indicators. Proc. Natl. Acad. Sci. U.S.A. 118, e2111452118 (2021). -doi:10.1073/pnas.2111452118

+doi: 10.1073/pnas.2111452118

See also

diff --git a/docs/covidcastR/reference/covidcast.html b/docs/covidcastR/reference/covidcast.html deleted file mode 100644 index 082a9de1..00000000 --- a/docs/covidcastR/reference/covidcast.html +++ /dev/null @@ -1,214 +0,0 @@ - - - - - - - - -covidcast: Client for Delphi's COVIDcast API — covidcast • covidcast - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
-
- - - - -
- -
-
- - -
-

The covidcast package provides access to numerous COVID-19 data streams, -updated daily, covering the United States of America. These include publicly -reported cases and deaths data, along with data the Delphi research group -collects or obtains from partners.

-
- - - -

Finding data sources and documentation

- - - - -

The COVIDcast API includes:

    -
  • publicly reported COVID case and death data

  • -
  • insurance claims data reporting on COVID-related doctor's visits and -hospitalizations, obtained from health partners

  • -
  • aggregate results from massive COVID symptom surveys conducted by Delphi

  • -
  • mobility data aggregated from SafeGraph

  • -
  • symptom search trends from Google

  • -
- -

and numerous other important signals, most available daily at the county -level.

-

Each data stream is identified by its data source and signal names. These are -documented on the COVIDcast API website: -https://cmu-delphi.github.io/delphi-epidata/api/covidcast_signals.html

-

Each data stream has a page giving detailed technical documentation on how -the data is collected, how it is aggregated, and any limitations or known -problems with the data.

-

Getting started

- - - - -

We recommend browsing the vignettes, which include numerous examples: -browseVignettes(package = "covidcast").

-

See also covidcast_signal() for details on how to obtain COVIDcast data as -a data frame.

- -
- -
- - -
- - -
-

Site built with pkgdown 1.6.1.

-
- -
-
- - - - - - - - diff --git a/docs/covidcastR/reference/covidcast_cor.html b/docs/covidcastR/reference/covidcast_cor.html index 6419d322..fba444fa 100644 --- a/docs/covidcastR/reference/covidcast_cor.html +++ b/docs/covidcastR/reference/covidcast_cor.html @@ -20,7 +20,7 @@ covidcast - 0.4.5 + 0.5.0
diff --git a/docs/covidcastR/reference/covidcast_longer.html b/docs/covidcastR/reference/covidcast_longer.html index 72270e53..4af256c8 100644 --- a/docs/covidcastR/reference/covidcast_longer.html +++ b/docs/covidcastR/reference/covidcast_longer.html @@ -20,7 +20,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/covidcast_meta.html b/docs/covidcastR/reference/covidcast_meta.html index f7c47797..52f06677 100644 --- a/docs/covidcastR/reference/covidcast_meta.html +++ b/docs/covidcastR/reference/covidcast_meta.html @@ -18,7 +18,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/covidcast_signal.html b/docs/covidcastR/reference/covidcast_signal.html index fb6b4e6f..d98f4589 100644 --- a/docs/covidcastR/reference/covidcast_signal.html +++ b/docs/covidcastR/reference/covidcast_signal.html @@ -23,7 +23,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/covidcast_signals.html b/docs/covidcastR/reference/covidcast_signals.html index 2c4ad7e7..f9a94f61 100644 --- a/docs/covidcastR/reference/covidcast_signals.html +++ b/docs/covidcastR/reference/covidcast_signals.html @@ -18,7 +18,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/fips_to_abbr.html b/docs/covidcastR/reference/fips_to_abbr.html index c5056957..d5a86851 100644 --- a/docs/covidcastR/reference/fips_to_abbr.html +++ b/docs/covidcastR/reference/fips_to_abbr.html @@ -20,7 +20,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/index.html b/docs/covidcastR/reference/index.html index 6fc06973..821ddbee 100644 --- a/docs/covidcastR/reference/index.html +++ b/docs/covidcastR/reference/index.html @@ -17,7 +17,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/latest_issue.html b/docs/covidcastR/reference/latest_issue.html index 98e31d07..39a88254 100644 --- a/docs/covidcastR/reference/latest_issue.html +++ b/docs/covidcastR/reference/latest_issue.html @@ -20,7 +20,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/msa_census.html b/docs/covidcastR/reference/msa_census.html index 795369d2..54f56502 100644 --- a/docs/covidcastR/reference/msa_census.html +++ b/docs/covidcastR/reference/msa_census.html @@ -20,7 +20,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/name_to_abbr.html b/docs/covidcastR/reference/name_to_abbr.html index 2c6d9b76..deffc07e 100644 --- a/docs/covidcastR/reference/name_to_abbr.html +++ b/docs/covidcastR/reference/name_to_abbr.html @@ -19,7 +19,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/name_to_fips.html b/docs/covidcastR/reference/name_to_fips.html index c9b66d01..9f1c3ccd 100644 --- a/docs/covidcastR/reference/name_to_fips.html +++ b/docs/covidcastR/reference/name_to_fips.html @@ -19,7 +19,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/plot.covidcast_signal.html b/docs/covidcastR/reference/plot.covidcast_signal.html index d2eb9ddd..80f5bb63 100644 --- a/docs/covidcastR/reference/plot.covidcast_signal.html +++ b/docs/covidcastR/reference/plot.covidcast_signal.html @@ -20,7 +20,7 @@ covidcast - 0.4.5 + 0.5.0 @@ -82,7 +82,7 @@

Plot covidcast_signal object as choropleths, bubbles, or time s
# S3 method for covidcast_signal
-plot(
+plot(
   x,
   plot_type = c("choro", "bubble", "line"),
   time_value = NULL,
@@ -176,7 +176,7 @@ 

Arguments

...
-

Additional arguments, for compatibility with plot(). Currently +

Additional arguments, for compatibility with plot(). Currently unused.

diff --git a/docs/covidcastR/reference/print.covidcast_meta.html b/docs/covidcastR/reference/print.covidcast_meta.html index 483cb834..9f62c1df 100644 --- a/docs/covidcastR/reference/print.covidcast_meta.html +++ b/docs/covidcastR/reference/print.covidcast_meta.html @@ -18,7 +18,7 @@ covidcast - 0.4.5 + 0.5.0
diff --git a/docs/covidcastR/reference/print.covidcast_signal.html b/docs/covidcastR/reference/print.covidcast_signal.html index cbe2e33b..481fe6ab 100644 --- a/docs/covidcastR/reference/print.covidcast_signal.html +++ b/docs/covidcastR/reference/print.covidcast_signal.html @@ -19,7 +19,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/state_census.html b/docs/covidcastR/reference/state_census.html index fee90a5e..849bf7c3 100644 --- a/docs/covidcastR/reference/state_census.html +++ b/docs/covidcastR/reference/state_census.html @@ -17,7 +17,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/state_fips_to_name.html b/docs/covidcastR/reference/state_fips_to_name.html index 00d7a80d..32e8e8c6 100644 --- a/docs/covidcastR/reference/state_fips_to_name.html +++ b/docs/covidcastR/reference/state_fips_to_name.html @@ -19,7 +19,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/summary.covidcast_meta.html b/docs/covidcastR/reference/summary.covidcast_meta.html index caf20990..3658a1e7 100644 --- a/docs/covidcastR/reference/summary.covidcast_meta.html +++ b/docs/covidcastR/reference/summary.covidcast_meta.html @@ -19,7 +19,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/reference/summary.covidcast_signal.html b/docs/covidcastR/reference/summary.covidcast_signal.html index 2e4f23b7..eb5bb9b0 100644 --- a/docs/covidcastR/reference/summary.covidcast_signal.html +++ b/docs/covidcastR/reference/summary.covidcast_signal.html @@ -19,7 +19,7 @@ covidcast - 0.4.5 + 0.5.0 diff --git a/docs/covidcastR/sitemap.xml b/docs/covidcastR/sitemap.xml index dfe8a5f3..084512b8 100644 --- a/docs/covidcastR/sitemap.xml +++ b/docs/covidcastR/sitemap.xml @@ -54,9 +54,6 @@ /reference/covidcast-package.html - - /reference/covidcast.html - /reference/covidcast_cor.html From ffa95cc59f144895408d37cdf8e5b8a24be1c757 Mon Sep 17 00:00:00 2001 From: Alex Reinhart Date: Mon, 22 May 2023 11:36:27 -0700 Subject: [PATCH 04/14] Catch API rate limit errors and document them better --- R-packages/covidcast/R/covidcast.R | 31 ++++++++++++++++++++ R-packages/covidcast/man/covidcast_signal.Rd | 23 +++++++++++++++ R-packages/covidcast/vignettes/covidcast.Rmd | 23 +++------------ 3 files changed, 58 insertions(+), 19 deletions(-) diff --git a/R-packages/covidcast/R/covidcast.R b/R-packages/covidcast/R/covidcast.R index b045b8a3..b592870b 100644 --- a/R-packages/covidcast/R/covidcast.R +++ b/R-packages/covidcast/R/covidcast.R @@ -119,6 +119,30 @@ MAX_RESULTS <- 1000000 #' issued in this case. To see all results, split your query across multiple #' calls with different `issues` arguments. #' +#' @section API keys: +#' +#' By default, `covidcast_signal()` submits queries to the API anonymously. All +#' the examples in the package documentation are compatible with anonymous use +#' of the API, but [there are some limits on anonymous +#' queries](https://cmu-delphi.github.io/delphi-epidata/api/api_keys.html), +#' including a rate limit. If you regularly query large amounts of data, please +#' consider [registering for a free API +#' key](https://forms.gle/hkBr5SfQgxguAfEt7), which lifts these limits. Even if +#' your usage falls within the anonymous usage limits, registration helps us +#' understand who and how others are using the Delphi Epidata API, which may in +#' turn inform future research, data partnerships, and funding. +#' +#' If you have an API key, you can use it by setting the `covidcast.auth` +#' option once before calling `covidcast_signal()` or `covidcast_signals()`: +#' +#' ``` +#' options(covidcast.auth = "your_api_key") +#' +#' cli <- covidcast_signal(data_source = "fb-survey", signal = "smoothed_cli", +#' start_day = "2020-05-01", end_day = "2020-05-07", +#' geo_type = "state") +#' ``` +#' #' @param data_source String identifying the data source to query. See #' #' for a list of available data sources. @@ -1012,10 +1036,17 @@ covidcast <- function(data_source, signal, time_type, geo_type, time_values, body = params) } + # HTTP 429 Too Many Requests may be API rate-limiting + if (httr::status_code(response) == 429 && is.na(auth)) { + abort("Rate limit exceeded when fetching data from API anonymously. See the \"API keys\" section of the `covidcast_signal()` documentation for information on registering for an API key.") + } + + # Catch all other kinds of errors msg <- "fetch data from API" if (is.na(auth)) { msg <- paste(msg, "anonymously") } + httr::stop_for_status(response, task = msg) return(httr::content(response, as = "text", diff --git a/R-packages/covidcast/man/covidcast_signal.Rd b/R-packages/covidcast/man/covidcast_signal.Rd index 0d99e8a6..a5947a7b 100644 --- a/R-packages/covidcast/man/covidcast_signal.Rd +++ b/R-packages/covidcast/man/covidcast_signal.Rd @@ -171,6 +171,29 @@ issued in this case. To see all results, split your query across multiple calls with different \code{issues} arguments. } +\section{API keys}{ + + +By default, \code{covidcast_signal()} submits queries to the API anonymously. All +the examples in the package documentation are compatible with anonymous use +of the API, but \href{https://cmu-delphi.github.io/delphi-epidata/api/api_keys.html}{there are some limits on anonymous queries}, +including a rate limit. If you regularly query large amounts of data, please +consider \href{https://forms.gle/hkBr5SfQgxguAfEt7}{registering for a free API key}, which lifts these limits. Even if +your usage falls within the anonymous usage limits, registration helps us +understand who and how others are using the Delphi Epidata API, which may in +turn inform future research, data partnerships, and funding. + +If you have an API key, you can use it by setting the \code{covidcast.auth} +option once before calling \code{covidcast_signal()} or \code{covidcast_signals()}: + +\if{html}{\out{
}}\preformatted{options(covidcast.auth = "your_api_key") + +cli <- covidcast_signal(data_source = "fb-survey", signal = "smoothed_cli", + start_day = "2020-05-01", end_day = "2020-05-07", + geo_type = "state") +}\if{html}{\out{
}} +} + \examples{ \dontrun{ ## Fetch all counties from 2020-05-10 to the most recent available data diff --git a/R-packages/covidcast/vignettes/covidcast.Rmd b/R-packages/covidcast/vignettes/covidcast.Rmd index fe72a062..e4f91819 100644 --- a/R-packages/covidcast/vignettes/covidcast.Rmd +++ b/R-packages/covidcast/vignettes/covidcast.Rmd @@ -85,25 +85,10 @@ knitr::kable(head(cli)) By default, this package submits queries to the API anonymously. All the examples in the package documentation are compatible with anonymous use of the API, but [there are some limits on anonymous -queries](https://cmu-delphi.github.io/delphi-epidata/api/api_keys.html) which do -not apply if you use an API key to authenticate your queries. If you regularly -or frequently use our system, please consider [registering for a free API -key](https://forms.gle/hkBr5SfQgxguAfEt7) even if your usage falls within the -anonymous usage limits. API key usage helps us understand who and how others are -using our Delphi Epidata API, which may in turn inform our future research, data -partnerships, and funding. If you do have an API key, you can use it with this -package by setting the `covidcast.auth` option, then call fetch functions as -normal: - -```{r, eval=FALSE} -options(covidcast.auth = "your_api_key") - -cli <- suppressMessages( - covidcast_signal(data_source = "fb-survey", signal = "smoothed_cli", - start_day = "2020-05-01", end_day = "2020-05-07", - geo_type = "state") -) -``` +queries](https://cmu-delphi.github.io/delphi-epidata/api/api_keys.html), +including rate limits on the number of queries that can be submitted per hour. +To lift these limits, see the "API keys" section of the `covidcast_signal()` +documentation for information on how to register for and use an API key. ### Plotting and mapping From bf7562410501a0f199615e12a59ff04aac5e9af3 Mon Sep 17 00:00:00 2001 From: Alex Reinhart Date: Fri, 26 May 2023 13:16:59 -0400 Subject: [PATCH 05/14] Improve NEWS --- R-packages/covidcast/NEWS.md | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/R-packages/covidcast/NEWS.md b/R-packages/covidcast/NEWS.md index 4cd18f95..6aea881c 100644 --- a/R-packages/covidcast/NEWS.md +++ b/R-packages/covidcast/NEWS.md @@ -1,9 +1,12 @@ # covidcast 0.5.0 -## Major changes +- The package now supports supplying API keys with requests to the COVIDcast + Epidata API. Beginning June 28, 2023, the Epidata API server will reject + queries made without an API key. See the "API keys" section of + `?covidcast_signal` for details on how to obtain and specify an API key. + (@krivard, #618) -- The package now supports queries that require an API key. Set the option - `covidcast.auth` before any fetch call to authenticate your requests. +- Updates to be compatible with changes in dplyr 1.1.0. (@capnrefsmmat, #620) # covidcast 0.4.5 From 0cc847def08c35ca2c338583b74a5aa5c0a01445 Mon Sep 17 00:00:00 2001 From: Alex Reinhart Date: Mon, 22 May 2023 11:47:14 -0700 Subject: [PATCH 06/14] Make the rate limit error classed Presumably, people can handle this error specially in their own pipeline code if they want. --- R-packages/covidcast/R/covidcast.R | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/R-packages/covidcast/R/covidcast.R b/R-packages/covidcast/R/covidcast.R index b592870b..78d9b2ad 100644 --- a/R-packages/covidcast/R/covidcast.R +++ b/R-packages/covidcast/R/covidcast.R @@ -1038,7 +1038,8 @@ covidcast <- function(data_source, signal, time_type, geo_type, time_values, # HTTP 429 Too Many Requests may be API rate-limiting if (httr::status_code(response) == 429 && is.na(auth)) { - abort("Rate limit exceeded when fetching data from API anonymously. See the \"API keys\" section of the `covidcast_signal()` documentation for information on registering for an API key.") + abort("Rate limit exceeded when fetching data from API anonymously. See the \"API keys\" section of the `covidcast_signal()` documentation for information on registering for an API key.", + class = "covidcast_rate_limit") } # Catch all other kinds of errors From 448a649548719b52fac0617b42a2317f1a53a2c2 Mon Sep 17 00:00:00 2001 From: Alex Reinhart Date: Fri, 26 May 2023 13:21:49 -0400 Subject: [PATCH 07/14] Point to new survey page, not redirect --- R-packages/covidcast/vignettes/covidcast.Rmd | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/R-packages/covidcast/vignettes/covidcast.Rmd b/R-packages/covidcast/vignettes/covidcast.Rmd index e4f91819..1e58ab3f 100644 --- a/R-packages/covidcast/vignettes/covidcast.Rmd +++ b/R-packages/covidcast/vignettes/covidcast.Rmd @@ -107,10 +107,10 @@ For more details and examples, including choropleth and bubble maps, see ### Finding signals of interest Above we used data from [Delphi's symptom -surveys](https://delphi.cmu.edu/covidcast/surveys/), but the COVIDcast API -includes numerous data streams: medical claims data, cases and deaths, mobility, -and many others; new signals are added regularly. This can make it a challenge -to find the data stream that you are most interested in. +surveys](https://delphi.cmu.edu/covid19/ctis/), but the COVIDcast API includes +numerous data streams: medical claims data, cases and deaths, mobility, and many +others; new signals are added regularly. This can make it a challenge to find +the data stream that you are most interested in. The [COVIDcast Data Sources and Signals documentation](https://cmu-delphi.github.io/delphi-epidata/api/covidcast_signals.html) From e8022c990541d55a2f65cd3deb07ea2eb8b50eb0 Mon Sep 17 00:00:00 2001 From: Alex Reinhart Date: Fri, 26 May 2023 13:28:55 -0400 Subject: [PATCH 08/14] Add krivard as a package author --- R-packages/covidcast/DESCRIPTION | 3 +++ 1 file changed, 3 insertions(+) diff --git a/R-packages/covidcast/DESCRIPTION b/R-packages/covidcast/DESCRIPTION index 546e5f9a..4e2713fa 100644 --- a/R-packages/covidcast/DESCRIPTION +++ b/R-packages/covidcast/DESCRIPTION @@ -26,6 +26,9 @@ Authors@R: person(given = "Pedrito", family = "Maynard-Zhang", role = "ctb"), + person(given = "Kathryn", + family = "Mazaitis", + role = "aut"), person(given = "Alex", family = "Reinhart", role = c("aut", "cre"), From e024dbc688b9423447d4b4b701b06826c64afec6 Mon Sep 17 00:00:00 2001 From: Alex Reinhart Date: Fri, 26 May 2023 13:30:05 -0400 Subject: [PATCH 09/14] Accept minor plot updates in test --- .../_snaps/plot/simple-county-bubble-plot.svg | 684 +++++++++--------- 1 file changed, 342 insertions(+), 342 deletions(-) diff --git a/R-packages/covidcast/tests/testthat/_snaps/plot/simple-county-bubble-plot.svg b/R-packages/covidcast/tests/testthat/_snaps/plot/simple-county-bubble-plot.svg index 543948c8..455b99ab 100644 --- a/R-packages/covidcast/tests/testthat/_snaps/plot/simple-county-bubble-plot.svg +++ b/R-packages/covidcast/tests/testthat/_snaps/plot/simple-county-bubble-plot.svg @@ -3232,485 +3232,485 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + - + + + + + + + + - + + From e265d38197da2f547f3e62e22aa40a3de8ac0ec2 Mon Sep 17 00:00:00 2001 From: Alex Reinhart Date: Fri, 26 May 2023 14:20:13 -0400 Subject: [PATCH 10/14] Link to citation instead of pasting it The generated citation generated an invalid link warning under `R CMD check` on some platforms (because of the doi: scheme). --- R-packages/covidcast/README.Rmd | 9 +++------ R-packages/covidcast/README.md | 24 ++---------------------- 2 files changed, 5 insertions(+), 28 deletions(-) diff --git a/R-packages/covidcast/README.Rmd b/R-packages/covidcast/README.Rmd index 6fd9ea53..6f00eae5 100644 --- a/R-packages/covidcast/README.Rmd +++ b/R-packages/covidcast/README.Rmd @@ -60,12 +60,9 @@ updates. ## Usage terms and citation We request that if you use the covidcast package in your work, or use any of the -data provided by the COVIDcast Epidata API, that you cite us appropriately: - -```{r citation, echo=FALSE, results="asis"} -print(citation("covidcast"), style = "text") -``` - +data provided by the COVIDcast Epidata API, that you cite us using the citations +given by +[`citation("covidcast")`](https://cmu-delphi.github.io/covidcast/covidcastR/authors.html#citation). See the [COVIDcast Epidata licensing documentation](https://cmu-delphi.github.io/delphi-epidata/api/covidcast_licensing.html) for information about citing the datasets provided by the API. diff --git a/R-packages/covidcast/README.md b/R-packages/covidcast/README.md index 56f9fb50..cbc88c50 100644 --- a/R-packages/covidcast/README.md +++ b/R-packages/covidcast/README.md @@ -55,28 +55,8 @@ other updates. We request that if you use the covidcast package in your work, or use any of the data provided by the COVIDcast Epidata API, that you cite us -appropriately: - -Arnold T, Bien J, Brooks L, Colquhoun S, Farrow D, Grabman J, -Maynard-Zhang P, Reinhart A, Tibshirani R (2023). *covidcast: Client for -Delphi’s COVIDcast Epidata API*. R package version 0.4.5, -. - -Reinhart A, Brooks L, Jahja M, Rumack A, Tang J, Agrawal S, Saeed WA, -Arnold T, Basu A, Bien J, Cabrera ÁA, Chin A, Chua EJ, Clark B, -Colquhoun S, DeFries N, Farrow DC, Forlizzi J, Grabman J, Gratzl S, -Green A, Haff G, Han R, Harwood K, Hu AJ, Hyde R, Hyun S, Joshi A, Kim -J, Kuznetsov A, La Motte-Kerr W, Lee YJ, Lee K, Lipton ZC, Liu MX, -Mackey L, Mazaitis K, McDonald DJ, McGuinness P, Narasimhan B, O’Brien -MP, Oliveira NL, Patil P, Perer A, Politsch CA, Rajanala S, Rucker D, -Scott C, Shah NH, Shankar V, Sharpnack J, Shemetov D, Simon N, Smith BY, -Srivastava V, Tan S, Tibshirani R, Tuzhilina E, Van Nortwick AK, Ventura -V, Wasserman L, Weaver B, Weiss JC, Whitman S, Williams K, Rosenfeld R, -Tibshirani RJ (2021). “An open repository of real-time COVID-19 -indicators.” *Proceedings of the National Academy of Sciences*, -*118*(51). -. - +using the citations given by +[`citation("covidcast")`](https://cmu-delphi.github.io/covidcast/covidcastR/authors.html#citation). See the [COVIDcast Epidata licensing documentation](https://cmu-delphi.github.io/delphi-epidata/api/covidcast_licensing.html) for information about citing the datasets provided by the API. From 068f68fd1e4da5ec99be186239939a7e2ce67ca0 Mon Sep 17 00:00:00 2001 From: Alex Reinhart Date: Fri, 26 May 2023 14:23:59 -0400 Subject: [PATCH 11/14] Rebuild pkgdown --- R-packages/covidcast/man/covidcast-package.Rd | 1 + .../man/figures/README-example-plot-1.svg | 762 +++++++++--------- docs/covidcastR/404.html | 2 +- docs/covidcastR/DEVELOP.html | 2 +- docs/covidcastR/LICENSE-text.html | 2 +- .../articles/correlation-utils.html | 4 +- docs/covidcastR/articles/covidcast.html | 42 +- .../figure-html/unnamed-chunk-5-1.png | Bin 0 -> 52957 bytes docs/covidcastR/articles/external-data.html | 16 +- .../figure-html/unnamed-chunk-3-1.png | Bin 114892 -> 117268 bytes docs/covidcastR/articles/index.html | 2 +- docs/covidcastR/articles/multi-signals.html | 2 +- .../covidcastR/articles/plotting-signals.html | 30 +- .../figure-html/unnamed-chunk-10-1.png | Bin 218391 -> 228545 bytes .../figure-html/unnamed-chunk-12-1.png | Bin 86326 -> 86180 bytes .../figure-html/unnamed-chunk-12-2.png | Bin 70526 -> 70938 bytes .../figure-html/unnamed-chunk-13-1.png | Bin 83755 -> 85636 bytes .../figure-html/unnamed-chunk-3-1.png | Bin 413372 -> 457758 bytes .../figure-html/unnamed-chunk-4-1.png | Bin 289632 -> 305968 bytes .../figure-html/unnamed-chunk-5-1.png | Bin 415405 -> 437334 bytes .../figure-html/unnamed-chunk-6-1.png | Bin 315650 -> 345776 bytes .../figure-html/unnamed-chunk-7-1.png | Bin 622407 -> 647522 bytes .../figure-html/unnamed-chunk-8-1.png | Bin 502486 -> 531052 bytes docs/covidcastR/authors.html | 8 +- docs/covidcastR/index.html | 10 +- docs/covidcastR/news/index.html | 11 +- docs/covidcastR/pkgdown.yml | 4 +- docs/covidcastR/reference/abbr_to_fips.html | 2 +- docs/covidcastR/reference/abbr_to_name.html | 2 +- .../reference/aggregate_signals.html | 2 +- .../reference/as.covidcast_signal.html | 2 +- docs/covidcastR/reference/county_census.html | 2 +- .../reference/covidcast-package.html | 5 +- docs/covidcastR/reference/covidcast_cor.html | 2 +- .../reference/covidcast_longer.html | 2 +- docs/covidcastR/reference/covidcast_meta.html | 2 +- .../reference/covidcast_signal.html | 23 +- .../reference/covidcast_signals.html | 2 +- .../figures/README-example-plot-1.svg | 762 +++++++++--------- docs/covidcastR/reference/fips_to_abbr.html | 2 +- docs/covidcastR/reference/index.html | 2 +- docs/covidcastR/reference/latest_issue.html | 2 +- docs/covidcastR/reference/msa_census.html | 2 +- docs/covidcastR/reference/name_to_abbr.html | 2 +- docs/covidcastR/reference/name_to_fips.html | 2 +- .../reference/plot.covidcast_signal.html | 6 +- .../reference/print.covidcast_meta.html | 2 +- .../reference/print.covidcast_signal.html | 2 +- docs/covidcastR/reference/state_census.html | 2 +- .../reference/state_fips_to_name.html | 2 +- .../reference/summary.covidcast_meta.html | 2 +- .../reference/summary.covidcast_signal.html | 2 +- 52 files changed, 872 insertions(+), 864 deletions(-) create mode 100644 docs/covidcastR/articles/covidcast_files/figure-html/unnamed-chunk-5-1.png diff --git a/R-packages/covidcast/man/covidcast-package.Rd b/R-packages/covidcast/man/covidcast-package.Rd index e8fb2bf9..f5a5a087 100644 --- a/R-packages/covidcast/man/covidcast-package.Rd +++ b/R-packages/covidcast/man/covidcast-package.Rd @@ -70,6 +70,7 @@ Authors: \item Logan Brooks \item Sarah Colquhoun \item David Farrow + \item Kathryn Mazaitis \item Ryan Tibshirani } diff --git a/R-packages/covidcast/man/figures/README-example-plot-1.svg b/R-packages/covidcast/man/figures/README-example-plot-1.svg index 238d3b2b..cd41b00e 100644 --- a/R-packages/covidcast/man/figures/README-example-plot-1.svg +++ b/R-packages/covidcast/man/figures/README-example-plot-1.svg @@ -1,409 +1,405 @@ - + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/docs/covidcastR/404.html b/docs/covidcastR/404.html index 8bddc9df..21dfe200 100644 --- a/docs/covidcastR/404.html +++ b/docs/covidcastR/404.html @@ -107,7 +107,7 @@

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