@@ -61,8 +61,8 @@ We believe that this combination of _detail_ and _scale_
6161has never before been available in a public health emergency.
6262
6363We make aggregated data publicly available daily through our
64- [ COVIDcast API ] ( ` r blogdown::shortcode_html("apiref ", "api/covidcast.html") ` ) ,
65- and visualize it on our [ COVIDcast interactive map ] ( ` r blogdown::shortcode_html("ref ", "covidcast") ` ) .
64+ ` r blogdown::shortcode_html("apireflink ", "api/covidcast.html", "COVIDcast API") ` ,
65+ and visualize it on our ` r blogdown::shortcode_html("reflink ", "covidcast", "COVIDcast interactive map") ` .
6666We also make (fully de-identified) individual survey responses available
6767to researchers who agree to
6868[ data use terms] ( https://dataforgood.fb.com/docs/covid-19-symptom-survey-request-for-data-access/ ) .
@@ -174,8 +174,7 @@ package](https://cmu-delphi.github.io/covidcast/covidcastR/).
174174In all, fetching the data from our API and producing the heatmaps
175175requires only 15 lines of code.
176176If you're interested, click the "Code" button to reveal the source.
177- We'll cover our [ R and Python covidcast
178- packages] (` r blogdown::shortcode_html("apiref", "api/covidcast_clients.html") ` )
177+ We'll cover our ` r blogdown::shortcode_html("apireflink", "api/covidcast_clients.html", "R and Python covidcast packages") `
179178in a future blog post.
180179
181180## Why Run These Surveys?
@@ -211,8 +210,7 @@ surveys:
211210 which may be a sizeable fraction of the US population, but certainly not all of
212211 it. We'll also likely see bias because some people on Facebook are more inclined
213212 to take surveys than others. We attempt to correct for both of these biases
214- using a [ statistical reweighting
215- scheme] (` r blogdown::shortcode_html("apiref", "api/covidcast-signals/fb-survey.html#survey-weighting") ` ),
213+ using a ` r blogdown::shortcode_html("apireflink", "api/covidcast-signals/fb-survey.html#survey-weighting", "statistical reweighting scheme") ` ,
216214 but these corrections aren't perfect.
217215
218216- Our symptom data is entirely self-reported, in contrast to data
@@ -249,8 +247,7 @@ quantities, in a given location, on a given day:
249247 community_ with COVID-like illness.
250248
251249Details on how we compute the % CLI and % CLI-in-community estimates can be
252- found in our [ COVIDcast signals
253- documentation] (` r blogdown::shortcode_html("apiref", "api/covidcast-signals/fb-survey.html") ` ).
250+ found in our ` r blogdown::shortcode_html("apireflink", "api/covidcast-signals/fb-survey.html", "COVIDcast signals documentation") ` .
254251
255252The % CLI-in-community indicator has an interesting backstory: it was sort of a
256253"happy accident" from an experiment we tried with surveys we were running in
@@ -272,10 +269,8 @@ public health. They assured us that lengthening the survey wouldn't hurt the
272269completion rate too much, and they were right: of the people who complete the
273270first section, over 85% go on to finish the full survey!
274271
275- Our [ survey documentation
276- site] (` r blogdown::shortcode_html("apiref", "symptom-survey/") ` ) includes more
277- details about the survey, including the [ full text of every survey
278- version] (` r blogdown::shortcode_html("apiref", "symptom-survey/coding.html") ` ).
272+ Our ` r blogdown::shortcode_html("apireflink", "symptom-survey/", "survey documentation site") ` includes more
273+ details about the survey, including the ` r blogdown::shortcode_html("apireflink", "symptom-survey/coding.html", "full text of every survey version") ` .
279274And yes, researchers can [ request
280275access] ( https://dataforgood.fb.com/docs/covid-19-symptom-survey-request-for-data-access/ )
281276to (fully de-identified) individual survey responses for research purposes,
@@ -605,6 +600,5 @@ This new survey is currently being deployed,
605600and data should become available in the next few weeks.
606601Detailed data will be available to researchers,
607602while new aggregates---such as of mask-wearing---will
608- be made public, as usual, through our [ COVIDcast
609- API] (` r blogdown::shortcode_html("apiref", "api/covidcast.html") ` )
610- and [ COVIDcast interactive map] (` r blogdown::shortcode_html("ref", "covidcast") ` ).
603+ be made public, as usual, through our ` r blogdown::shortcode_html("apireflink", "api/covidcast.html", "COVIDcast API") `
604+ and ` r blogdown::shortcode_html("reflink", "covidcast", "COVIDcast interactive map") ` .
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