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1f22d30
build: restructure for web build
sgratzl Nov 30, 2020
a261829
build: work on pushing image
sgratzl Nov 30, 2020
0668c2e
fix: formatting
sgratzl Nov 30, 2020
7cfe84f
build: fix tag name
sgratzl Dec 1, 2020
ccd7fc4
build: update docker repo
sgratzl Dec 2, 2020
592562f
Merge remote-tracking branch 'origin/dev' into sgratzl/docker
sgratzl Dec 2, 2020
8ef4fc5
Merge remote-tracking branch 'origin/dev' into sgratzl/docker
sgratzl Dec 7, 2020
42ebce0
wip: docker files
sgratzl Dec 8, 2020
89d3f9c
build: use repo name env var
sgratzl Dec 8, 2020
6dbf9d5
build: fix repo name
sgratzl Dec 8, 2020
f6939ac
build: restructure docker files
sgratzl Dec 8, 2020
b8ebbf0
build: fix build image command
sgratzl Dec 9, 2020
63ba715
build(deps): bump highlight.js from 10.3.2 to 10.4.1
dependabot[bot] Dec 14, 2020
4f8ccc3
Merge pull request #175 from cmu-delphi/dependabot/npm_and_yarn/highl…
tildechris Dec 14, 2020
8d4e914
Merge branch 'dev' into sgratzl/docker
sgratzl Dec 15, 2020
83c805c
Merge pull request #137 from cmu-delphi/sgratzl/docker
sgratzl Dec 15, 2020
3351a27
Update mission statement.
tildechris Dec 15, 2020
f202fc0
Merge pull request #178 from cmu-delphi/tildechris/177
tildechris Dec 15, 2020
08743c3
style: increase blog width
sgratzl Dec 16, 2020
48491e7
Merge pull request #179 from cmu-delphi/sgratzl/blog-wider
sgratzl Dec 16, 2020
c933714
build: trigger webhook update
sgratzl Dec 17, 2020
950a1d6
Merge pull request #181 from cmu-delphi/sgratzl/docker-fixes
sgratzl Dec 17, 2020
9ffa7c2
feat: add uikit icons
sgratzl Dec 18, 2020
08b673a
fix: formatting
sgratzl Dec 18, 2020
3192ba6
feat: create jpg images + webp if useful
sgratzl Dec 18, 2020
3ce1b37
feat: use webp images where available
sgratzl Dec 18, 2020
49353bf
feat: add social media tags
sgratzl Dec 21, 2020
32072fc
fix: formatting
sgratzl Dec 21, 2020
d7ba9c6
fix: add twitter url
sgratzl Dec 21, 2020
4564b5f
fix: formatting
sgratzl Dec 21, 2020
72194b8
fix: formatting
sgratzl Dec 21, 2020
17d6f58
refactor: delete unused images
sgratzl Dec 21, 2020
d666126
style: prefix css classes
sgratzl Dec 21, 2020
51bbf9e
style: display swap for fonts
sgratzl Dec 21, 2020
6f48fdd
feat: specify image sizes when possilbe
sgratzl Dec 21, 2020
1ff3e4c
refactor: unify blog thumbnail sizes
sgratzl Dec 21, 2020
fa3781e
fix: about image size
sgratzl Dec 21, 2020
d4d4d52
feat: more lighthouse changes
sgratzl Dec 21, 2020
f1c9d38
feat: tune team pic grid
sgratzl Dec 21, 2020
99a4461
refactor: improve landing image aspect ratio
sgratzl Dec 21, 2020
1a3d0e1
fix: carousel height hint
sgratzl Dec 21, 2020
495c37b
feat: individual pages for covidcast
sgratzl Dec 21, 2020
bb60f54
feat: switch to corresponding covidcast branch
sgratzl Dec 21, 2020
399c197
fix: format
sgratzl Dec 21, 2020
82fe95a
Merge pull request #182 from cmu-delphi/sgratzl/uikit_icons
sgratzl Dec 21, 2020
250e20b
Merge pull request #183 from cmu-delphi/sgratzl/images
sgratzl Dec 21, 2020
589633b
Merge pull request #185 from cmu-delphi/sgratzl/socialmedia
sgratzl Dec 21, 2020
7ee2b2f
Merge pull request #187 from cmu-delphi/sgratzl/lighthouse
sgratzl Dec 21, 2020
81dca36
Merge remote-tracking branch 'origin/dev' into sgratzl/covidcast_pages
sgratzl Dec 21, 2020
d929c40
feat: update covidcast version
sgratzl Dec 21, 2020
3e86d73
feat: add more description texts
sgratzl Dec 21, 2020
f743617
Merge pull request #188 from cmu-delphi/sgratzl/covidcast_pages
sgratzl Dec 21, 2020
9a2afab
feat: update kenneth lee
sgratzl Dec 22, 2020
4463225
fix: team enforce jpg pic
sgratzl Dec 22, 2020
4424aae
Merge pull request #190 from cmu-delphi/sgratzl/kenneth
sgratzl Dec 22, 2020
a018898
feat: prepare for survey-results page
sgratzl Dec 22, 2020
675a7b5
feat: use latest dev build
sgratzl Dec 22, 2020
ae7f6a9
build: switch copy helper to ignore covidcast elements
sgratzl Dec 22, 2020
ed69d0d
feat: add survey results to main menu / footer
sgratzl Dec 22, 2020
60760ff
feat: add landing page carousel
sgratzl Dec 22, 2020
a438b49
fix: linting
sgratzl Dec 22, 2020
ff8d09e
update hero image
sgratzl Dec 22, 2020
ddedfb8
feat: add simple alert
sgratzl Dec 22, 2020
656736b
fix: linting
sgratzl Dec 22, 2020
108d204
refactor: use .RenderString in favor of markdownify
sgratzl Dec 22, 2020
4d4dc32
feat: update covidcast
sgratzl Dec 22, 2020
d79c236
Merge pull request #191 from cmu-delphi/sgratzl/survey-results
sgratzl Dec 22, 2020
4058075
feat: add release notes of covidcast
sgratzl Dec 23, 2020
7d2a701
feat: use covidcast v1.12.0
sgratzl Dec 23, 2020
cf68c81
feat: add hero images from landing to social preview of covidcast
sgratzl Dec 23, 2020
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2 changes: 2 additions & 0 deletions .dockerignore
Original file line number Diff line number Diff line change
@@ -0,0 +1,2 @@
node_modules
.git
36 changes: 36 additions & 0 deletions .github/workflows/ci_fast.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -35,3 +35,39 @@ jobs:
with:
name: website
path: ./public

- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v1
with:
aws-access-key-id: ${{ secrets.DELPHI_ECR_ACCESS_ID }}
aws-secret-access-key: ${{ secrets.DELPHI_ECR_ACCESS_KEY }}
aws-region: us-east-1

- name: Login to Amazon ECR
id: login-ecr
uses: aws-actions/amazon-ecr-login@v1

- name: Build, tag, and push image to Amazon ECR
env:
ECR_REGISTRY: ${{ steps.login-ecr.outputs.registry }}
ECR_REPOSITORY: ${{ github.event.repository.name }}
run: |
baseRef="${GITHUB_REF#*/}"
baseRef="${baseRef#*/}"
case "${baseRef}" in
main)
awsTag="latest"
;;
*)
awsTag="${baseRef//\//_}" # replace `/` with `_` in branch name
;;
esac
echo "using tag: --${awsTag}--"
docker build -t $ECR_REGISTRY/$ECR_REPOSITORY:$awsTag --file ./devops/precompiled/Dockerfile .
docker push $ECR_REGISTRY/$ECR_REPOSITORY:$awsTag

# trigger a webhook update
curl -H "Authorization: Bearer ${{ secrets.DELPHI_DEPLOY_WEBHOOK_TOKEN }}" \
-X POST ${{ secrets.DELPHI_DEPLOY_WEBHOOK_URL }} \
-H "Content-Type: application/x-www-form-urlencoded" \
-d "repository=$ECR_REGISTRY/$ECR_REPOSITORY&tag=$awsTag"
4 changes: 3 additions & 1 deletion .prettierignore
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Expand Up @@ -24,7 +24,9 @@
*.woff2
*.R
*.xml
.dockerignore
*.Rmd
*.md
*.jpeg
*.ico
*.ico
/themes/delphi/layouts/partials/webp-image.html
8 changes: 0 additions & 8 deletions Dockerfile

This file was deleted.

11 changes: 8 additions & 3 deletions config.toml
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Expand Up @@ -46,16 +46,21 @@ relativeURLs = false
name = "Surveys"
url = "/covidcast/surveys"
weight = 2
[[menu.main]]
parent = "covidcast"
name = "Survey Results"
url = "/covidcast/survey-results"
weight = 3
[[menu.main]]
parent = "covidcast"
name = "Release Log"
url = "/covidcast/release-log"
weight = 3
weight = 4
[[menu.main]]
parent = "covidcast"
name = "Terms Of Use"
url = "/covidcast/terms-of-use"
weight = 4
weight = 5
[[menu.main]]
identifier = "flu"
name = "Flu and Other Diseases"
Expand Down Expand Up @@ -83,6 +88,6 @@ relativeURLs = false

[params]
description = "Developing the Theory and Practice of Epidemiological Forecasting"
mission = "Develop the theory and practice of epidemiological forecasting, with a long-term vision of seeing this technology become as universally accepted and useful as weather forecasting is today."
mission = "Develop the theory and practice of epidemiological forecasting, with a long-term vision of making this technology as universally accepted and useful as weather forecasting is today."
apiUrl = "https://cmu-delphi.github.io/delphi-epidata"
twitter = "CmuDelphi"
11 changes: 8 additions & 3 deletions content/_index.md
Original file line number Diff line number Diff line change
Expand Up @@ -4,19 +4,24 @@ description: Developing the Theory and Practice of Epidemiological Forecasting
layout: landing

carousel:
- pre: Our Tools
title: National COVID Survey Dashboard
ref: covidcast/survey-results
alt: Explore the Survey Results
image: covidcast_survey.jpg
- pre: Our Tools
title: Real-time Indicators of COVID-19 Activity
ref: covidcast
alt: Explore COVIDCast
image: covidcast_withfill.png
image: covidcast_withfill.jpg
- pre: Our Blog Post
title: New and improved COVID Symptom Survey Tracks Testing and Mask-Wearing
ref: 2020-10-06-survey-wave-4
alt: Learn more
image: landing-pg_hero-img-2_New and Improved COVID Symptom Survey Tracks Testing and Mask-Wearing.png
image: landing-pg_hero-img-2_New and Improved COVID Symptom Survey Tracks Testing and Mask-Wearing.jpg
- pre: Our Research and White Papers
title: "Pancasting: forecasting epidemics from provisional data"
link: https://delphi.cmu.edu/~lcbrooks/brooks2020pancasting.pdf
alt: View Paper
image: landing-pg_hero-img-2_Pancasting_ forecasting epidemics from provisional data.png
image: landing-pg_hero-img-2_Pancasting_ forecasting epidemics from provisional data.jpg
---
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16 changes: 8 additions & 8 deletions content/about/publications/index.md
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Expand Up @@ -2,49 +2,49 @@
title: Research and White Papers
papers:
- title: "Pancasting: forecasting epidemics from provisional data"
image: pancasting.png
image: pancasting.jpg
authors: Brooks
link: https://delphi.cmu.edu/~lcbrooks/brooks2020pancasting.pdf
journal: PhD thesis
year: 2020
- title: "Kalman filter, sensor fusion, and constrained regression: equivalences and insights"
image: kalman_filter.png
image: kalman_filter.jpg
authors: Jahja, Farrow, Rosenfeld, Tibshirani
link: https://papers.nips.cc/paper/9475-kalman-filter-sensor-fusion-and-constrained-regression-equivalences-and-insights
journal: Neural Information Processing Systems
year: 2019
- title: "Nonmechanistic forecasts of seasonal influenza with iterative one-week-ahead distributions"
image: nonmechanistic_forecasts.png
image: nonmechanistic_forecasts.jpg
authors: Brooks, Farrow, Hyun, Tibshirani, Rosenfeld
link: https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1006134
journal: PLOS Computational Biology
year: 2018
- title: "A human judgment approach to epidemiological forecasting"
image: human.png
image: human.jpg
authors: Farrow, Brooks, Hyun, Tibshirani, Burke, Rosenfeld
link: https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1005248
journal: PLOS Computational Biology
year: 2017
- title: "Modeling the past, present, and future of influenza"
image: modeling.png
image: modeling.jpg
authors: Farrow
link: https://delphi.cmu.edu/~dfarrow/thesis.pdf
journal: PhD thesis
year: 2016
- title: "Flexible modeling of epidemics with an empirical Bayes framework"
image: flexible_modeling.png
image: flexible_modeling.jpg
authors: Brooks, Farrow, Hyun, Tibshirani, Rosenfeld
link: https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1004382
journal: PLOS Computational Biology
year: 2015
- title: "Predicting the predictable"
image: predicting.png
image: predicting.jpg
authors: Rosenfeld
link: https://delphi.cmu.edu/files/PredictingThePredictable_13-04-03.pdf
journal: presentation
year: 2013
- title: "A proposal for standardized evaluation of epidemiological models"
image: evaluation.png
image: evaluation.jpg
authors: Rosenfeld, Grefenstette, Burke
link: http://www.cs.cmu.edu/~roni/standardized-evaluation-of-epi-models-rev-09nov2012.pdf
journal: White paper
Expand Down
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4 changes: 2 additions & 2 deletions content/about/team/index.md
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Expand Up @@ -235,8 +235,8 @@ team:
note: Intern, Summer 2020
- firstName: Kenneth
lastName: Lee
image: profile-placeholder.png
affiliation:
image: lee-kenneth.png
affiliation: UC Davis
team:
- contributors
- firstName: Natalia
Expand Down
4 changes: 2 additions & 2 deletions content/blog/2015-07-23-template-post.Rmd
Original file line number Diff line number Diff line change
Expand Up @@ -9,8 +9,8 @@ tags:
draft: true # remove this line in new blog posts
authors: # list of author keys, see /data/authors.yaml
- frida
heroImage: /blog/images/blog-lg-img_hello-world.png
heroImageThumb: /blog/images/blog-thumb-img_hello-world.png
heroImage: /blog/images/blog-lg-img_hello-world.jpg
heroImageThumb: /blog/images/blog-thumb-img_hello-world.jpg
summary: |
Blog summary, the first 150 characters are used for the blog list
acknowledgements: |
Expand Down
22 changes: 11 additions & 11 deletions content/blog/2015-07-23-template-post.html
Original file line number Diff line number Diff line change
Expand Up @@ -9,8 +9,8 @@
draft: true # remove this line in new blog posts
authors: # list of author keys, see /data/authors.yaml
- frida
heroImage: /blog/images/blog-lg-img_hello-world.png
heroImageThumb: /blog/images/blog-thumb-img_hello-world.png
heroImage: /blog/images/blog-lg-img_hello-world.jpg
heroImageThumb: /blog/images/blog-thumb-img_hello-world.jpg
summary: |
Blog summary, the first 150 characters are used for the blog list
acknowledgements: |
Expand Down Expand Up @@ -49,21 +49,21 @@
see <a href="http://rmarkdown.rstudio.com" class="uri">http://rmarkdown.rstudio.com</a>.</p>
<p>You can embed an R code chunk like this:</p>
<pre class="r"><code>summary(cars)
## speed dist
## Min. : 4.0 Min. : 2.00
## 1st Qu.:12.0 1st Qu.: 26.00
## Median :15.0 Median : 36.00
## Mean :15.4 Mean : 42.98
## 3rd Qu.:19.0 3rd Qu.: 56.00
## speed dist
## Min. : 4.0 Min. : 2.00
## 1st Qu.:12.0 1st Qu.: 26.00
## Median :15.0 Median : 36.00
## Mean :15.4 Mean : 42.98
## 3rd Qu.:19.0 3rd Qu.: 56.00
## Max. :25.0 Max. :120.00
fit &lt;- lm(dist ~ speed, data = cars)
fit
##
##
## Call:
## lm(formula = dist ~ speed, data = cars)
##
##
## Coefficients:
## (Intercept) speed
## (Intercept) speed
## -17.579 3.932</code></pre>
<div id="including-plots" class="section level2">
<h2>Including Plots</h2>
Expand Down
4 changes: 2 additions & 2 deletions content/blog/2020-08-10-hello-world.Rmd
Original file line number Diff line number Diff line change
Expand Up @@ -7,8 +7,8 @@ tags:
authors:
- roni
- ryan
heroImage: /blog/images/blog-lg-img_hello-world.png
heroImageThumb: /blog/images/blog-thumb-img_hello-world.png
heroImage: /blog/images/blog-lg-img_hello-world.jpg
heroImageThumb: /blog/images/blog-thumb-img_hello-world.jpg
summary: |
Hello from the Delphi research group at Carnegie Mellon University!
We're a group of faculty, students, and staff, based primarily out of CMU
Expand Down
12 changes: 6 additions & 6 deletions content/blog/2020-08-10-hello-world.html
Original file line number Diff line number Diff line change
Expand Up @@ -7,18 +7,18 @@
authors:
- roni
- ryan
heroImage: /blog/images/blog-lg-img_hello-world.png
heroImageThumb: /blog/images/blog-thumb-img_hello-world.png
heroImage: /blog/images/blog-lg-img_hello-world.jpg
heroImageThumb: /blog/images/blog-thumb-img_hello-world.jpg
summary: |
Hello from the Delphi research group at Carnegie Mellon University!
We're a group of faculty, students, and staff, based primarily out of CMU
together with strong collaborators from other universities and industry.
Our group was founded in 2012 to advance the theory and practice of epidemic
forecasting. Since March 2020, we have refocused efforts towards helping combat
Our group was founded in 2012 to advance the theory and practice of epidemic
forecasting. Since March 2020, we have refocused efforts towards helping combat
the COVID-19 pandemic, by supporting informed decision-making at federal, state,
and local levels of government and in the healthcare sector. Until now, we've
been pretty “heads down” with our work, and slow to communicate what we've been
up to. But at last ... Delphi finally has a blog! This first post serves as an
been pretty “heads down” with our work, and slow to communicate what we've been
up to. But at last ... Delphi finally has a blog! This first post serves as an
introduction of sorts. Future posts will dive deeper into our various projects.
output:
blogdown::html_page:
Expand Down
4 changes: 2 additions & 2 deletions content/blog/2020-08-26-fb-survey.Rmd
Original file line number Diff line number Diff line change
Expand Up @@ -9,8 +9,8 @@ tags:
authors:
- alex
- ryan
heroImage: /blog/images/blog-lg-img_facebook-survey-post.png
heroImageThumb: /blog/images/blog-thumb-img_facebook-survey-post.png
heroImage: /blog/images/blog-lg-img_facebook-survey-post.jpg
heroImageThumb: /blog/images/blog-thumb-img_facebook-survey-post.jpg
summary: |
Since April 2020, in collaboration with Facebook,
partner universities, and public health officials,
Expand Down
6 changes: 3 additions & 3 deletions content/blog/2020-08-26-fb-survey.html
Original file line number Diff line number Diff line change
Expand Up @@ -9,8 +9,8 @@
authors:
- alex
- ryan
heroImage: /blog/images/blog-lg-img_facebook-survey-post.png
heroImageThumb: /blog/images/blog-thumb-img_facebook-survey-post.png
heroImage: /blog/images/blog-lg-img_facebook-survey-post.jpg
heroImageThumb: /blog/images/blog-thumb-img_facebook-survey-post.jpg
summary: |
Since April 2020, in collaboration with Facebook,
partner universities, and public health officials,
Expand All @@ -36,7 +36,7 @@
survey data. The COVIDcast API, which serves these estimates and is updated
daily, is a much larger effort run by the Delphi group, and our entire
engineering team is owed a lot of credit here. Ryan came up with the
idea of running the surveys, and worked with Facebook to make this a reality.
idea of running the surveys, and worked with Facebook to make this a reality.
On the Facebook side, Curtiss Cobb and Jonathan McKay played big roles. The
University of Maryland team, including Adrianne Bradford and Samantha Chiu and
led by Frauke Kreuter, made many contributions to the survey design.
Expand Down
4 changes: 2 additions & 2 deletions content/blog/2020-08-28-api.Rmd
Original file line number Diff line number Diff line change
Expand Up @@ -10,8 +10,8 @@ tags:
authors:
- kathryn
- alex
heroImage: /blog/images/blog-lg-img_Accessing Open COVID-19.png
heroImageThumb: /blog/images/blog-thumb-img_Accessing Open COVID-19.png
heroImage: /blog/images/blog-lg-img_Accessing Open COVID-19.jpg
heroImageThumb: /blog/images/blog-thumb-img_Accessing Open COVID-19.jpg
summary: |
One of our primary initiatives at the Delphi COVIDcast project
has been to curate a diverse set of COVID-related data streams,
Expand Down
4 changes: 2 additions & 2 deletions content/blog/2020-08-28-api.html
Original file line number Diff line number Diff line change
Expand Up @@ -10,8 +10,8 @@
authors:
- kathryn
- alex
heroImage: /blog/images/blog-lg-img_Accessing Open COVID-19.png
heroImageThumb: /blog/images/blog-thumb-img_Accessing Open COVID-19.png
heroImage: /blog/images/blog-lg-img_Accessing Open COVID-19.jpg
heroImageThumb: /blog/images/blog-thumb-img_Accessing Open COVID-19.jpg
summary: |
One of our primary initiatives at the Delphi COVIDcast project
has been to curate a diverse set of COVID-related data streams,
Expand Down
4 changes: 2 additions & 2 deletions content/blog/2020-09-18-google-survey.Rmd
Original file line number Diff line number Diff line change
Expand Up @@ -8,8 +8,8 @@ tags:
- R
authors:
- ryan
heroImage: /blog/images/blog-lg-img_google-survey-post.png
heroImageThumb: /blog/images/blog-thumb-img_google-survey-post.png
heroImage: /blog/images/blog-lg-img_google-survey-post.jpg
heroImageThumb: /blog/images/blog-thumb-img_google-survey-post.jpg
summary: |
Since April 2020, in addition to our massive daily survey advertised on
Facebook, we've been running (even-more-massive) surveys through Google to
Expand Down
36 changes: 18 additions & 18 deletions content/blog/2020-09-18-google-survey.html
Original file line number Diff line number Diff line change
Expand Up @@ -8,30 +8,30 @@
- R
authors:
- ryan
heroImage: /blog/images/blog-lg-img_google-survey-post.png
heroImageThumb: /blog/images/blog-thumb-img_google-survey-post.png
heroImage: /blog/images/blog-lg-img_google-survey-post.jpg
heroImageThumb: /blog/images/blog-thumb-img_google-survey-post.jpg
summary: |
Since April 2020, in addition to our massive daily survey advertised on
Facebook, we've been running (even-more-massive) surveys through Google to
track the spread of COVID-19 in the United States.
At its peak, our Google survey was taken by over 1.2 million people in a single
day, and over its first month in operation, averaged over 600,000 daily
respondents. In mid-May, we paused daily dissemination of this survey in order
Since April 2020, in addition to our massive daily survey advertised on
Facebook, we've been running (even-more-massive) surveys through Google to
track the spread of COVID-19 in the United States.
At its peak, our Google survey was taken by over 1.2 million people in a single
day, and over its first month in operation, averaged over 600,000 daily
respondents. In mid-May, we paused daily dissemination of this survey in order
to focus on our (longer, more complex) survey through Facebook,
but we plan to bring back the Google survey this fall.
This short post covers some key differences between our Google and Facebook
but we plan to bring back the Google survey this fall.
This short post covers some key differences between our Google and Facebook
surveys, explains the backstory behind the "CLI-in-community" question
as it arose through our collaboration with Google,
as it arose through our collaboration with Google,
and shares some of our thinking about next steps for the Google survey.
acknowledgements: |
Ryan Tibshirani wrote the initial code for producing
estimates from the aggregated survey data. Sangwon Hyun, Natalia Lombardi de
Ryan Tibshirani wrote the initial code for producing
estimates from the aggregated survey data. Sangwon Hyun, Natalia Lombardi de
Oliveira, and Lester Mackey greatly extended and improved this codebase, and
they developed, along with Ryan, the underlying statistical methodology. Ryan
came up with the idea of running the surveys, and worked with Google to make
this a reality. On the Google side, Brett Slatkin and Hal Varian have been key
collaborators; Brett wrote the code to get daily survey data over to Delphi's
estimation pipeline; and both contributed numerous important ideas at various
they developed, along with Ryan, the underlying statistical methodology. Ryan
came up with the idea of running the surveys, and worked with Google to make
this a reality. On the Google side, Brett Slatkin and Hal Varian have been key
collaborators; Brett wrote the code to get daily survey data over to Delphi's
estimation pipeline; and both contributed numerous important ideas at various
stages of the project.
output:
html_document:
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