Advanced R Markdown Today

class: center, middle, inverse, title-slide

# Advanced R Markdown Today

---

# Advanced RMD Topics

- Additional output options
  - HTML - more flexibility compared to pdf
  - Notebooks
  - Slides (ppt, hmtl slidesets, google slides/docs?)
- Parameterized Reports

### All details about Advanced Rmd applications are well documented in [The RMD Definitive Guide by Xie, Allaire, & Grolemund](https://bookdown.org/yihui/rmarkdown/) and [The RMD Cookbook by Xie, Dervieux, & Riederer](https://bookdown.org/yihui/rmarkdown-cookbook/)

---

# HTML Output

- Advantages
  -  Less rigid formatting
  -  Interactive visuals (plotly, leaflet, dt, tabs)
  -  More content with less scrolling
- Disadvantages
  - Files are bigger - more difficult to share
  - Occasional incompatibility across different systems
  
---
 
# HTML Output

### Change YAML to include HTML document
```{}
title: "PHW251 Problem Set 6"
author: "Teaching Team"
date: '2021'
output:
  html_document:
```

.pull-left[
Or select 'Knit to HTML' in the Knit menu and it will insert the html output line in the yaml for you
]
.pull-right[
<img src="img/knit_to_html.png" width="150px" height="150px"/>
]

---

# Notebooks

## 
- Special form of Rmd file
- Great for sharing and documenting code
- Much of the special functionality has been incorporated into regular RMDs
- Allows for pre-knit preview (which is really nice)

---
 
# Notebooks

### Change YAML to include HTML document
```{}
title: "Code epi analysis approach"
output: html_notebook
```

.pull-left[
Or when creating a new file, choose 'R Notebook' 
]
.pull-right[
<img src="img/r_notebook_file.png"/>
]

---

# Slides

- You can knit slide decks from an Rmd file
- Currently five different formats
  - ioslides and Slidy (HTML or pdf via print)
  - Beamer (pdf)
  - Powerpoint
  - xaringan moon-reader (HTML)

## Especially useful if presenting tables or visualizations based on changing data

---
 
# Example Chart

<div id="htmlwidget-e565abf09289e14ad4c3" style="width:792px;height:504px;" class="plotly html-widget"></div>
<script type="application/json" data-for="htmlwidget-e565abf09289e14ad4c3">{"x":{"visdat":{"9d43522e74b":["function () ","plotlyVisDat"]},"cur_data":"9d43522e74b","attrs":{"9d43522e74b":{"alpha_stroke":1,"sizes":[10,100],"spans":[1,20],"x":{},"y":{},"type":"bar","name":"Cases per day","marker":{"color":"rgb(187, 216, 228)"},"hoverinfo":"text","text":{},"inherit":true},"9d43522e74b.1":{"alpha_stroke":1,"sizes":[10,100],"spans":[1,20],"x":{},"y":{},"type":"scatter","mode":"lines","name":"Average Cases","line":{"color":"#345B6B"},"hoverinfo":"text","text":{},"inherit":true}},"layout":{"margin":{"b":40,"l":60,"t":25,"r":10},"legend":{"x":0.1,"y":0.9},"xaxis":{"domain":[0,1],"automargin":true,"title":"date"},"yaxis":{"domain":[0,1],"automargin":true,"title":"cases"},"hovermode":"closest","showlegend":true},"source":"A","config":{"showSendToCloud":false},"data":[{"x":["2020-02-01","2020-02-02","2020-02-03","2020-02-04","2020-02-05","2020-02-06","2020-02-07","2020-02-08","2020-02-09","2020-02-10","2020-02-11","2020-02-12","2020-02-13","2020-02-14","2020-02-15","2020-02-16","2020-02-17","2020-02-18","2020-02-19","2020-02-20","2020-02-21","2020-02-22","2020-02-23","2020-02-24","2020-02-25","2020-02-26","2020-02-27","2020-02-28","2020-02-29","2020-03-01","2020-03-02","2020-03-03","2020-03-04","2020-03-05","2020-03-06","2020-03-07","2020-03-08","2020-03-09","2020-03-10","2020-03-11","2020-03-12","2020-03-13","2020-03-14","2020-03-15","2020-03-16","2020-03-17","2020-03-18","2020-03-19","2020-03-20","2020-03-21","2020-03-22","2020-03-23","2020-03-24","2020-03-25","2020-03-26","2020-03-27","2020-03-28","2020-03-29","2020-03-30","2020-03-31","2020-04-01","2020-04-02","2020-04-03","2020-04-04","2020-04-05","2020-04-06","2020-04-07","2020-04-08","2020-04-09","2020-04-10","2020-04-11","2020-04-12","2020-04-13","2020-04-14","2020-04-15","2020-04-16","2020-04-17","2020-04-18","2020-04-19","2020-04-20","2020-04-21","2020-04-22","2020-04-23","2020-04-24","2020-04-25","2020-04-26","2020-04-27","2020-04-28","2020-04-29","2020-04-30","2020-05-01","2020-05-02","2020-05-03","2020-05-04","2020-05-05","2020-05-06","2020-05-07","2020-05-08","2020-05-09","2020-05-10","2020-05-11","2020-05-12","2020-05-13","2020-05-14","2020-05-15","2020-05-16","2020-05-17","2020-05-18","2020-05-19","2020-05-20","2020-05-21","2020-05-22","2020-05-23","2020-05-24","2020-05-25","2020-05-26","2020-05-27","2020-05-28","2020-05-29","2020-05-30","2020-05-31","2020-06-01","2020-06-02","2020-06-03","2020-06-04","2020-06-05","2020-06-06","2020-06-07","2020-06-08","2020-06-09","2020-06-10","2020-06-11","2020-06-12","2020-06-13","2020-06-14","2020-06-15","2020-06-16","2020-06-17","2020-06-18","2020-06-19","2020-06-20","2020-06-21","2020-06-22","2020-06-23","2020-06-24","2020-06-25","2020-06-26","2020-06-27","2020-06-28","2020-06-29","2020-06-30","2020-07-01","2020-07-02","2020-07-03","2020-07-04","2020-07-05","2020-07-06","2020-07-07","2020-07-08","2020-07-09","2020-07-10","2020-07-11","2020-07-12","2020-07-13","2020-07-14","2020-07-15","2020-07-16","2020-07-17","2020-07-18","2020-07-19","2020-07-20","2020-07-21","2020-07-22","2020-07-23","2020-07-24","2020-07-25","2020-07-26","2020-07-27","2020-07-28","2020-07-29","2020-07-30","2020-07-31","2020-08-01","2020-08-02","2020-08-03","2020-08-04","2020-08-05","2020-08-06","2020-08-07","2020-08-08","2020-08-09","2020-08-10","2020-08-11","2020-08-12","2020-08-13","2020-08-14","2020-08-15","2020-08-16","2020-08-17","2020-08-18","2020-08-19","2020-08-20","2020-08-21","2020-08-22","2020-08-23","2020-08-24","2020-08-25","2020-08-26","2020-08-27","2020-08-28","2020-08-29","2020-08-30","2020-08-31","2020-09-01","2020-09-02","2020-09-03","2020-09-04","2020-09-05","2020-09-06","2020-09-07","2020-09-08","2020-09-09","2020-09-10","2020-09-11","2020-09-12","2020-09-13","2020-09-14","2020-09-15","2020-09-16","2020-09-17","2020-09-18","2020-09-19","2020-09-20","2020-09-21","2020-09-22","2020-09-23","2020-09-24","2020-09-25","2020-09-26","2020-09-27","2020-09-28","2020-09-29","2020-09-30","2020-10-01","2020-10-02","2020-10-03","2020-10-04","2020-10-05","2020-10-06","2020-10-07","2020-10-08","2020-10-09","2020-10-10","2020-10-11","2020-10-12","2020-10-13","2020-10-14","2020-10-15","2020-10-16","2020-10-17","2020-10-18","2020-10-19","2020-10-20","2020-10-21","2020-10-22","2020-10-23","2020-10-24","2020-10-25","2020-10-26","2020-10-27","2020-10-28","2020-10-29","2020-10-30","2020-10-31","2020-11-01","2020-11-02","2020-11-03","2020-11-04","2020-11-05","2020-11-06","2020-11-07","2020-11-08","2020-11-09","2020-11-10","2020-11-11","2020-11-12","2020-11-13","2020-11-14","2020-11-15","2020-11-16","2020-11-17","2020-11-18","2020-11-19","2020-11-20","2020-11-21","2020-11-22","2020-11-23","2020-11-24","2020-11-25","2020-11-26","2020-11-27","2020-11-28","2020-11-29","2020-11-30","2020-12-01","2020-12-02","2020-12-03","2020-12-04","2020-12-05","2020-12-06","2020-12-07","2020-12-08","2020-12-09","2020-12-10","2020-12-11","2020-12-12","2020-12-13","2020-12-14","2020-12-15","2020-12-16","2020-12-17","2020-12-18","2020-12-19","2020-12-20","2020-12-21","2020-12-22","2020-12-23","2020-12-24","2020-12-25","2020-12-26","2020-12-27","2020-12-28","2020-12-29","2020-12-30","2020-12-31","2021-01-01","2021-01-02","2021-01-03","2021-01-04","2021-01-05","2021-01-06","2021-01-07","2021-01-08","2021-01-09","2021-01-10","2021-01-11","2021-01-12","2021-01-13","2021-01-14","2021-01-15","2021-01-16","2021-01-17","2021-01-18","2021-01-19","2021-01-20","2021-01-21","2021-01-22","2021-01-23","2021-01-24","2021-01-25","2021-01-26","2021-01-27","2021-01-28","2021-01-29","2021-01-30","2021-01-31","2021-02-01","2021-02-02","2021-02-03","2021-02-04","2021-02-05","2021-02-06","2021-02-07","2021-02-08","2021-02-09","2021-02-10","2021-02-11","2021-02-12","2021-02-13","2021-02-14","2021-02-15","2021-02-16","2021-02-17","2021-02-18","2021-02-19","2021-02-20","2021-02-21","2021-02-22","2021-02-23","2021-02-24","2021-02-25","2021-02-26","2021-02-27","2021-02-28","2021-03-01","2021-03-02","2021-03-03","2021-03-04","2021-03-05","2021-03-06","2021-03-07","2021-03-08","2021-03-09","2021-03-10","2021-03-11","2021-03-12","2021-03-13","2021-03-14","2021-03-15","2021-03-16","2021-03-17","2021-03-18","2021-03-19","2021-03-20","2021-03-21","2021-03-22","2021-03-23","2021-03-24","2021-03-25","2021-03-26","2021-03-27","2021-03-28","2021-03-29","2021-03-30","2021-03-31","2021-04-01","2021-04-02","2021-04-03","2021-04-04","2021-04-05","2021-04-06","2021-04-07","2021-04-08","2021-04-09","2021-04-10","2021-04-11","2021-04-12","2021-04-13","2021-04-14","2021-04-15","2021-04-16","2021-04-17","2021-04-18","2021-04-19","2021-04-20","2021-04-21","2021-04-22","2021-04-23","2021-04-24","2021-04-25","2021-04-26","2021-04-27","2021-04-28","2021-04-29","2021-04-30","2021-05-01","2021-05-02","2021-05-03","2021-05-04","2021-05-05","2021-05-06","2021-05-07","2021-05-08","2021-05-09","2021-05-10","2021-05-11","2021-05-12","2021-05-13","2021-05-14","2021-05-15","2021-05-16","2021-05-17","2021-05-18","2021-05-19","2021-05-20","2021-05-21","2021-05-22","2021-05-23","2021-05-24","2021-05-25","2021-05-26","2021-05-27","2021-05-28","2021-05-29","2021-05-30","2021-05-31","2021-06-01","2021-06-02","2021-06-03","2021-06-04","2021-06-05","2021-06-06","2021-06-07","2021-06-08","2021-06-09","2021-06-10","2021-06-11","2021-06-12","2021-06-13","2021-06-14","2021-06-15","2021-06-16","2021-06-17","2021-06-18","2021-06-19","2021-06-20","2021-06-21","2021-06-22","2021-06-23","2021-06-24","2021-06-25","2021-06-26","2021-06-27","2021-06-28","2021-06-29","2021-06-30","2021-07-01","2021-07-02","2021-07-03","2021-07-04","2021-07-05","2021-07-06","2021-07-07","2021-07-08","2021-07-09","2021-07-10","2021-07-11","2021-07-12","2021-07-13","2021-07-14","2021-07-15","2021-07-16","2021-07-17","2021-07-18","2021-07-19","2021-07-20","2021-07-21","2021-07-22","2021-07-23","2021-07-24","2021-07-25","2021-07-26","2021-07-27","2021-07-28","2021-07-29","2021-07-30","2021-07-31","2021-08-01","2021-08-02","2021-08-03","2021-08-04","2021-08-05","2021-08-06","2021-08-07","2021-08-08","2021-08-09","2021-08-10","2021-08-11","2021-08-12","2021-08-13","2021-08-14","2021-08-15","2021-08-16","2021-08-17","2021-08-18","2021-08-19","2021-08-20","2021-08-21","2021-08-22","2021-08-23","2021-08-24","2021-08-25","2021-08-26","2021-08-27","2021-08-28","2021-08-29","2021-08-30","2021-08-31","2021-09-01","2021-09-02","2021-09-03","2021-09-04","2021-09-05","2021-09-06","2021-09-07","2021-09-08","2021-09-09","2021-09-10","2021-09-11","2021-09-12","2021-09-13","2021-09-14","2021-09-15","2021-09-16","2021-09-17","2021-09-18","2021-09-19","2021-09-20","2021-09-21","2021-09-22","2021-09-23","2021-09-24","2021-09-25","2021-09-26","2021-09-27","2021-09-28","2021-09-29","2021-09-30","2021-10-01","2021-10-02","2021-10-03","2021-10-04","2021-10-05","2021-10-06","2021-10-07","2021-10-08","2021-10-09","2021-10-10","2021-10-11","2021-10-12","2021-10-13","2021-10-14","2021-10-15","2021-10-16","2021-10-17","2021-10-18","2021-10-19","2021-10-20","2021-10-21","2021-10-22","2021-10-23","2021-10-24","2021-10-25","2021-10-26","2021-10-27","2021-10-28","2021-10-29","2021-10-30","2021-10-31","2021-11-01","2021-11-02","2021-11-03","2021-11-04","2021-11-05","2021-11-06","2021-11-07","2021-11-08","2021-11-09","2021-11-10","2021-11-11","2021-11-12","2021-11-13","2021-11-14","2021-11-15","2021-11-16","2021-11-17","2021-11-18","2021-11-19","2021-11-20","2021-11-21","2021-11-22","2021-11-23","2021-11-24","2021-11-25","2021-11-26","2021-11-27","2021-11-28","2021-11-29","2021-11-30","2021-12-01","2021-12-02","2021-12-03","2021-12-04","2021-12-05","2021-12-06","2021-12-07","2021-12-08","2021-12-09","2021-12-10","2021-12-11","2021-12-12","2021-12-13","2021-12-14","2021-12-15","2021-12-16","2021-12-17","2021-12-18","2021-12-19","2021-12-20","2021-12-21","2021-12-22","2021-12-23","2021-12-24","2021-12-25","2021-12-26","2021-12-27","2021-12-28","2021-12-29","2021-12-30","2021-12-31","2022-01-01","2022-01-02","2022-01-03","2022-01-04","2022-01-05","2022-01-06","2022-01-07","2022-01-08","2022-01-09","2022-01-10","2022-01-11","2022-01-12","2022-01-13","2022-01-14","2022-01-15","2022-01-16","2022-01-17","2022-01-18","2022-01-19","2022-01-20","2022-01-21","2022-01-22","2022-01-23","2022-01-24","2022-01-25","2022-01-26","2022-01-27","2022-01-28","2022-01-29","2022-01-30","2022-01-31","2022-02-01","2022-02-02","2022-02-03","2022-02-04","2022-02-05","2022-02-06","2022-02-07","2022-02-08","2022-02-09","2022-02-10","2022-02-11","2022-02-12","2022-02-13","2022-02-14","2022-02-15","2022-02-16","2022-02-17","2022-02-18","2022-02-19","2022-02-20","2022-02-21","2022-02-22","2022-02-23","2022-02-24","2022-02-25","2022-02-26","2022-02-27","2022-02-28","2022-03-01","2022-03-02","2022-03-03","2022-03-04","2022-03-05","2022-03-06","2022-03-07","2022-03-08","2022-03-09","2022-03-10","2022-03-11","2022-03-12","2022-03-13","2022-03-14","2022-03-15","2022-03-16","2022-03-17","2022-03-18","2022-03-19","2022-03-20","2022-03-21","2022-03-22","2022-03-23","2022-03-24","2022-03-25","2022-03-26","2022-03-27","2022-03-28","2022-03-29","2022-03-30","2022-03-31","2022-04-01","2022-04-02","2022-04-03","2022-04-04","2022-04-05","2022-04-06","2022-04-07","2022-04-08","2022-04-09","2022-04-10","2022-04-11","2022-04-12","2022-04-13","2022-04-14","2022-04-15","2022-04-16","2022-04-17","2022-04-18","2022-04-19","2022-04-20","2022-04-21","2022-04-22","2022-04-23","2022-04-24","2022-04-25","2022-04-26","2022-04-27","2022-04-28","2022-04-29","2022-04-30","2022-05-01","2022-05-02","2022-05-03","2022-05-04","2022-05-05","2022-05-06","2022-05-07","2022-05-08","2022-05-09","2022-05-10","2022-05-11","2022-05-12","2022-05-13","2022-05-14","2022-05-15","2022-05-16","2022-05-17","2022-05-18","2022-05-19","2022-05-20","2022-05-21","2022-05-22","2022-05-23","2022-05-24","2022-05-25","2022-05-26","2022-05-27","2022-05-28","2022-05-29","2022-05-30","2022-05-31","2022-06-01","2022-06-02","2022-06-03","2022-06-04","2022-06-05","2022-06-06","2022-06-07","2022-06-08","2022-06-09","2022-06-10","2022-06-11","2022-06-12","2022-06-13","2022-06-14","2022-06-15","2022-06-16","2022-06-17","2022-06-18","2022-06-19","2022-06-20","2022-06-21","2022-06-22","2022-06-23","2022-06-24","2022-06-25","2022-06-26","2022-06-27","2022-06-28","2022-06-29","2022-06-30","2022-07-01","2022-07-02","2022-07-03","2022-07-04","2022-07-05","2022-07-06","2022-07-07","2022-07-08","2022-07-09","2022-07-10","2022-07-11","2022-07-12","2022-07-13","2022-07-14","2022-07-15","2022-07-16","2022-07-17","2022-07-18","2022-07-19","2022-07-20","2022-07-21","2022-07-22","2022-07-23","2022-07-24","2022-07-25","2022-07-26","2022-07-27","2022-07-28","2022-07-29","2022-07-30","2022-07-31","2022-08-01","2022-08-02","2022-08-03","2022-08-04","2022-08-05","2022-08-06","2022-08-07","2022-08-08","2022-08-09","2022-08-10","2022-08-11","2022-08-12","2022-08-13","2022-08-14","2022-08-15","2022-08-16","2022-08-17","2022-08-18","2022-08-19","2022-08-20","2022-08-21","2022-08-22","2022-08-23","2022-08-24","2022-08-25","2022-08-26","2022-08-27","2022-08-28","2022-08-29","2022-08-30","2022-08-31","2022-09-01","2022-09-02","2022-09-03","2022-09-04","2022-09-05","2022-09-06","2022-09-07","2022-09-08","2022-09-09","2022-09-10","2022-09-11","2022-09-12","2022-09-13","2022-09-14","2022-09-15","2022-09-16","2022-09-17","2022-09-18","2022-09-19","2022-09-20","2022-09-21","2022-09-22","2022-09-23","2022-09-24","2022-09-25","2022-09-26","2022-09-27","2022-09-28","2022-09-29","2022-09-30","2022-10-01","2022-10-02","2022-10-03","2022-10-04","2022-10-05","2022-10-06","2022-10-07","2022-10-08","2022-10-09","2022-10-10","2022-10-11","2022-10-12","2022-10-13","2022-10-14","2022-10-15","2022-10-16","2022-10-17","2022-10-18","2022-10-19","2022-10-20","2022-10-21","2022-10-22","2022-10-23","2022-10-24","2022-10-25","2022-10-26","2022-10-27","2022-10-28","2022-10-29","2022-10-30","2022-10-31","2022-11-01","2022-11-02","2022-11-03","2022-11-04","2022-11-05","2022-11-06","2022-11-07","2022-11-08","2022-11-09","2022-11-10","2022-11-11","2022-11-12","2022-11-13","2022-11-14","2022-11-15"],"y":[24,9,7,1,3,6,31,7,5,6,4,3,2,9,12,7,13,10,12,20,20,17,19,39,25,39,26,49,41,99,76,85,95,111,159,164,181,332,358,427,510,583,513,602,880,837,779,787,965,692,763,1042,849,1044,972,1003,934,823,1381,1260,1506,1370,1516,1125,1140,1359,1421,1472,1404,1473,1051,1000,1521,1496,1662,1675,1608,1206,1081,1919,1673,1764,1838,2011,1618,1267,2251,2101,2034,1939,2232,1389,1150,2403,2584,2345,2144,2266,1584,1326,2442,2470,2304,2659,2515,1732,1328,2796,2413,2723,2442,2526,1749,1404,2230,3594,3523,3177,3781,2223,1586,3669,3906,3412,3585,3705,2701,2031,4203,3993,4254,4064,4470,3649,2999,6425,6461,6750,6757,6916,5358,4352,9403,9701,9863,9424,9113,6268,5470,10514,10521,11241,10625,7983,5384,6229,11787,12529,12202,11168,11422,7570,5896,11648,11564,11602,11070,10692,7331,5483,11064,10110,9368,8501,8285,5797,4153,9087,8800,7813,7239,7216,5387,3572,7557,7226,6706,6259,6449,4296,3178,7089,6211,5960,5156,5212,3667,2684,5773,5266,4678,4673,4402,3115,2569,5459,4916,4607,3982,3934,2627,2254,4344,4596,4043,3675,3456,2266,1978,2338,4255,3615,3227,3371,2344,2039,4180,3759,3803,3305,3453,2485,2165,4085,3700,3770,3348,3492,2364,2071,4067,3795,3721,3712,3348,2668,2225,4305,3737,3723,3771,3555,3011,2223,4328,3853,3823,3912,3817,2959,2548,5031,4657,4424,4174,4559,3252,2904,5482,4835,4914,4868,5530,4459,4980,8466,8266,8460,8148,8529,6420,5536,11109,10922,10625,11570,12471,9906,9137,17656,17122,17240,16697,17439,12336,10249,21097,20640,20761,9243,18138,18189,16122,32707,34507,33603,32014,32038,24529,18472,41229,41502,41778,40946,40167,30862,21083,49497,48526,45978,44712,41825,29927,21114,48552,49042,45375,26971,13465,34793,26539,58095,58573,53977,35647,19841,37396,27235,60496,54799,50429,44959,40992,28561,19131,41956,38594,34627,31790,28981,19951,13625,23570,27316,25151,22027,19699,13446,10375,20113,17780,15740,14577,12768,10071,7962,15271,12636,11531,10161,9448,6674,5149,9442,7732,7504,6595,6190,4446,3527,5252,5631,5075,4402,4180,3103,2628,4627,4021,3875,3452,3359,2522,2186,3755,3261,3202,2938,2943,2198,1947,3332,2830,2757,2595,2498,1896,1605,2877,2511,2638,2219,2178,1714,1602,2704,2507,2676,2291,2268,1669,1604,2710,2431,2382,2339,2234,1705,1552,2876,2550,2617,2277,2273,1818,1566,2713,2417,2385,2113,2055,1551,1429,2436,2127,1994,1839,1820,1372,1218,2103,1873,1821,1661,1645,1275,1102,1967,1598,1697,1523,1440,1049,940,1633,1465,1351,1197,1181,900,813,1338,1231,1191,999,947,709,662,1206,1042,981,922,862,603,586,598,1209,1044,996,851,641,609,1040,1049,927,877,852,678,704,1154,1046,1063,1026,929,753,799,1401,1310,1232,1395,1308,1075,1172,1932,1880,2028,2157,2016,1680,1555,2789,3608,3753,3569,3601,3132,3132,5370,5398,5560,5864,5974,4673,4808,8400,8360,8783,8328,8134,6766,6432,11732,11254,11797,11721,11084,8494,8529,14105,14318,14084,13933,12880,9699,8718,16282,16187,15490,14577,13737,9581,8185,16101,15497,15038,13888,13402,8877,7543,15322,14039,13553,12388,11247,7803,6588,13271,12262,12918,10990,9959,6793,5369,6659,12391,11297,10166,9303,6243,5366,10416,9467,8853,7864,7311,4909,4140,8848,7540,7385,6478,6173,4242,3760,7635,6775,6208,5791,5768,3694,3416,6784,6251,6009,5304,5158,3510,3310,5831,5809,5631,5300,5315,3651,3598,7070,6372,6252,5942,5984,4077,3587,7234,6787,6575,6069,5642,3952,3510,7420,6526,6428,6025,5555,3687,3466,6678,5892,5657,4330,5108,3464,3260,6430,5420,5194,4703,4634,3303,2977,5273,4864,4690,2313,4378,4265,4456,8380,7172,7593,6377,6227,4216,3925,7510,6633,6584,5854,5850,4242,4427,8993,8453,10245,10325,11199,9802,10870,23349,27358,31973,32680,22422,15045,36218,76088,89408,88717,86157,54715,33020,56780,140089,156785,154993,143368,134849,76848,55943,141228,134893,126419,114228,104029,58472,40305,81303,119696,101012,89909,77236,39871,28353,70516,60147,51940,44328,38804,20870,15496,38530,32623,27295,23796,21622,11680,9821,22333,17902,16182,14056,12642,7015,5518,12614,10689,9281,8050,7008,4188,3601,5285,7062,5544,5124,4736,2670,2388,5168,4634,3925,3545,3094,2107,1814,3850,3282,2981,2527,2279,1483,1277,2871,2622,2464,2298,1992,1252,1304,2692,3014,2249,2291,2000,1442,1560,2892,2704,2637,2439,2629,1725,1773,3792,3352,3395,3060,2956,2060,2222,4446,4098,3998,3737,3634,2687,2385,6288,5863,5638,5497,5122,3622,3626,7823,7526,7430,6986,6524,4810,5207,10384,9948,9802,9360,8930,6311,6095,12853,11989,11926,11544,11453,8015,7912,17368,16228,15802,14633,13943,8981,8701,19465,18127,17129,15505,14154,8884,7900,8646,23927,20708,18055,16410,10642,9692,21059,18860,17720,15862,15373,9889,8917,18524,16894,16342,15302,14856,10316,9331,18255,19410,17810,17128,16307,11600,10791,22561,21061,19798,18151,17963,11449,9835,10001,27181,23040,21155,20190,13485,11669,24486,22434,21196,19905,18805,12894,11034,23440,21152,19435,17697,17135,11337,9876,21278,18597,16661,15053,13895,9262,8219,17654,15306,13728,12284,11678,7986,7176,14553,12310,11350,10336,9609,6578,6166,11984,10977,9878,9032,8377,6036,5406,11020,9496,8448,7602,7322,4796,4465,8999,7667,6864,6219,5432,3536,3159,3316,7807,5960,5286,4817,3258,3037,5695,4975,4428,4040,3804,2770,2494,4829,4285,3860,3694,3474,2573,2394,4721,4030,3911,3428,3211,2417,2063,4009,3487,3143,2871,2778,2061,1871,3422,3140,2968,2730,2570,1867,1720,3493,3099,2857,2780,2505,1806,1735,3418,3128,3017,2952,2825,2093,2033,3924,4045,3759,3520,3418,2461,2477,5021,4058,3931,3837,3148,2325,1639,1418,0],"type":"bar","name":"Cases per day","marker":{"color":"rgb(187, 216, 228)","line":{"color":"rgba(31,119,180,1)"}},"hoverinfo":["text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text"],"text":["24  cases","9  cases","7  cases","1  cases","3  cases","6  cases","31  cases","7  cases","5  cases","6  cases","4  cases","3  cases","2  cases","9  cases","12  cases","7  cases","13  cases","10  cases","12  cases","20  cases","20  cases","17  cases","19  cases","39  cases","25  cases","39  cases","26  cases","49  cases","41  cases","99  cases","76  cases","85  cases","95  cases","111  cases","159  cases","164  cases","181  cases","332  cases","358  cases","427  cases","510  cases","583  cases","513  cases","602  cases","880  cases","837  cases","779  cases","787  cases","965  cases","692  cases","763  cases","1042  cases","849  cases","1044  cases","972  cases","1003  cases","934  cases","823  cases","1381  cases","1260  cases","1506  cases","1370  cases","1516  cases","1125  cases","1140  cases","1359  cases","1421  cases","1472  cases","1404  cases","1473  cases","1051  cases","1000  cases","1521  cases","1496  cases","1662  cases","1675  cases","1608  cases","1206  cases","1081  cases","1919  cases","1673  cases","1764  cases","1838  cases","2011  cases","1618  cases","1267  cases","2251  cases","2101  cases","2034  cases","1939  cases","2232  cases","1389  cases","1150  cases","2403  cases","2584  cases","2345  cases","2144  cases","2266  cases","1584  cases","1326  cases","2442  cases","2470  cases","2304  cases","2659  cases","2515  cases","1732  cases","1328  cases","2796  cases","2413  cases","2723  cases","2442  cases","2526  cases","1749  cases","1404  cases","2230  cases","3594  cases","3523  cases","3177  cases","3781  cases","2223  cases","1586  cases","3669  cases","3906  cases","3412  cases","3585  cases","3705  cases","2701  cases","2031  cases","4203  cases","3993  cases","4254  cases","4064  cases","4470  cases","3649  cases","2999  cases","6425  cases","6461  cases","6750  cases","6757  cases","6916  cases","5358  cases","4352  cases","9403  cases","9701  cases","9863  cases","9424  cases","9113  cases","6268  cases","5470  cases","10514  cases","10521  cases","11241  cases","10625  cases","7983  cases","5384  cases","6229  cases","11787  cases","12529  cases","12202  cases","11168  cases","11422  cases","7570  cases","5896  cases","11648  cases","11564  cases","11602  cases","11070  cases","10692  cases","7331  cases","5483  cases","11064  cases","10110  cases","9368  cases","8501  cases","8285  cases","5797  cases","4153  cases","9087  cases","8800  cases","7813  cases","7239  cases","7216  cases","5387  cases","3572  cases","7557  cases","7226  cases","6706  cases","6259  cases","6449  cases","4296  cases","3178  cases","7089  cases","6211  cases","5960  cases","5156  cases","5212  cases","3667  cases","2684  cases","5773  cases","5266  cases","4678  cases","4673  cases","4402  cases","3115  cases","2569  cases","5459  cases","4916  cases","4607  cases","3982  cases","3934  cases","2627  cases","2254  cases","4344  cases","4596  cases","4043  cases","3675  cases","3456  cases","2266  cases","1978  cases","2338  cases","4255  cases","3615  cases","3227  cases","3371  cases","2344  cases","2039  cases","4180  cases","3759  cases","3803  cases","3305  cases","3453  cases","2485  cases","2165  cases","4085  cases","3700  cases","3770  cases","3348  cases","3492  cases","2364  cases","2071  cases","4067  cases","3795  cases","3721  cases","3712  cases","3348  cases","2668  cases","2225  cases","4305  cases","3737  cases","3723  cases","3771  cases","3555  cases","3011  cases","2223  cases","4328  cases","3853  cases","3823  cases","3912  cases","3817  cases","2959  cases","2548  cases","5031  cases","4657  cases","4424  cases","4174  cases","4559  cases","3252  cases","2904  cases","5482  cases","4835  cases","4914  cases","4868  cases","5530  cases","4459  cases","4980  cases","8466  cases","8266  cases","8460  cases","8148  cases","8529  cases","6420  cases","5536  cases","11109  cases","10922  cases","10625  cases","11570  cases","12471  cases","9906  cases","9137  cases","17656  cases","17122  cases","17240  cases","16697  cases","17439  cases","12336  cases","10249  cases","21097  cases","20640  cases","20761  cases","9243  cases","18138  cases","18189  cases","16122  cases","32707  cases","34507  cases","33603  cases","32014  cases","32038  cases","24529  cases","18472  cases","41229  cases","41502  cases","41778  cases","40946  cases","40167  cases","30862  cases","21083  cases","49497  cases","48526  cases","45978  cases","44712  cases","41825  cases","29927  cases","21114  cases","48552  cases","49042  cases","45375  cases","26971  cases","13465  cases","34793  cases","26539  cases","58095  cases","58573  cases","53977  cases","35647  cases","19841  cases","37396  cases","27235  cases","60496  cases","54799  cases","50429  cases","44959  cases","40992  cases","28561  cases","19131  cases","41956  cases","38594  cases","34627  cases","31790  cases","28981  cases","19951  cases","13625  cases","23570  cases","27316  cases","25151  cases","22027  cases","19699  cases","13446  cases","10375  cases","20113  cases","17780  cases","15740  cases","14577  cases","12768  cases","10071  cases","7962  cases","15271  cases","12636  cases","11531  cases","10161  cases","9448  cases","6674  cases","5149  cases","9442  cases","7732  cases","7504  cases","6595  cases","6190  cases","4446  cases","3527  cases","5252  cases","5631  cases","5075  cases","4402  cases","4180  cases","3103  cases","2628  cases","4627  cases","4021  cases","3875  cases","3452  cases","3359  cases","2522  cases","2186  cases","3755  cases","3261  cases","3202  cases","2938  cases","2943  cases","2198  cases","1947  cases","3332  cases","2830  cases","2757  cases","2595  cases","2498  cases","1896  cases","1605  cases","2877  cases","2511  cases","2638  cases","2219  cases","2178  cases","1714  cases","1602  cases","2704  cases","2507  cases","2676  cases","2291  cases","2268  cases","1669  cases","1604  cases","2710  cases","2431  cases","2382  cases","2339  cases","2234  cases","1705  cases","1552  cases","2876  cases","2550  cases","2617  cases","2277  cases","2273  cases","1818  cases","1566  cases","2713  cases","2417  cases","2385  cases","2113  cases","2055  cases","1551  cases","1429  cases","2436  cases","2127  cases","1994  cases","1839  cases","1820  cases","1372  cases","1218  cases","2103  cases","1873  cases","1821  cases","1661  cases","1645  cases","1275  cases","1102  cases","1967  cases","1598  cases","1697  cases","1523  cases","1440  cases","1049  cases","940  cases","1633  cases","1465  cases","1351  cases","1197  cases","1181  cases","900  cases","813  cases","1338  cases","1231  cases","1191  cases","999  cases","947  cases","709  cases","662  cases","1206  cases","1042  cases","981  cases","922  cases","862  cases","603  cases","586  cases","598  cases","1209  cases","1044  cases","996  cases","851  cases","641  cases","609  cases","1040  cases","1049  cases","927  cases","877  cases","852  cases","678  cases","704  cases","1154  cases","1046  cases","1063  cases","1026  cases","929  cases","753  cases","799  cases","1401  cases","1310  cases","1232  cases","1395  cases","1308  cases","1075  cases","1172  cases","1932  cases","1880  cases","2028  cases","2157  cases","2016  cases","1680  cases","1555  cases","2789  cases","3608  cases","3753  cases","3569  cases","3601  cases","3132  cases","3132  cases","5370  cases","5398  cases","5560  cases","5864  cases","5974  cases","4673  cases","4808  cases","8400  cases","8360  cases","8783  cases","8328  cases","8134  cases","6766  cases","6432  cases","11732  cases","11254  cases","11797  cases","11721  cases","11084  cases","8494  cases","8529  cases","14105  cases","14318  cases","14084  cases","13933  cases","12880  cases","9699  cases","8718  cases","16282  cases","16187  cases","15490  cases","14577  cases","13737  cases","9581  cases","8185  cases","16101  cases","15497  cases","15038  cases","13888  cases","13402  cases","8877  cases","7543  cases","15322  cases","14039  cases","13553  cases","12388  cases","11247  cases","7803  cases","6588  cases","13271  cases","12262  cases","12918  cases","10990  cases","9959  cases","6793  cases","5369  cases","6659  cases","12391  cases","11297  cases","10166  cases","9303  cases","6243  cases","5366  cases","10416  cases","9467  cases","8853  cases","7864  cases","7311  cases","4909  cases","4140  cases","8848  cases","7540  cases","7385  cases","6478  cases","6173  cases","4242  cases","3760  cases","7635  cases","6775  cases","6208  cases","5791  cases","5768  cases","3694  cases","3416  cases","6784  cases","6251  cases","6009  cases","5304  cases","5158  cases","3510  cases","3310  cases","5831  cases","5809  cases","5631  cases","5300  cases","5315  cases","3651  cases","3598  cases","7070  cases","6372  cases","6252  cases","5942  cases","5984  cases","4077  cases","3587  cases","7234  cases","6787  cases","6575  cases","6069  cases","5642  cases","3952  cases","3510  cases","7420  cases","6526  cases","6428  cases","6025  cases","5555  cases","3687  cases","3466  cases","6678  cases","5892  cases","5657  cases","4330  cases","5108  cases","3464  cases","3260  cases","6430  cases","5420  cases","5194  cases","4703  cases","4634  cases","3303  cases","2977  cases","5273  cases","4864  cases","4690  cases","2313  cases","4378  cases","4265  cases","4456  cases","8380  cases","7172  cases","7593  cases","6377  cases","6227  cases","4216  cases","3925  cases","7510  cases","6633  cases","6584  cases","5854  cases","5850  cases","4242  cases","4427  cases","8993  cases","8453  cases","10245  cases","10325  cases","11199  cases","9802  cases","10870  cases","23349  cases","27358  cases","31973  cases","32680  cases","22422  cases","15045  cases","36218  cases","76088  cases","89408  cases","88717  cases","86157  cases","54715  cases","33020  cases","56780  cases","140089  cases","156785  cases","154993  cases","143368  cases","134849  cases","76848  cases","55943  cases","141228  cases","134893  cases","126419  cases","114228  cases","104029  cases","58472  cases","40305  cases","81303  cases","119696  cases","101012  cases","89909  cases","77236  cases","39871  cases","28353  cases","70516  cases","60147  cases","51940  cases","44328  cases","38804  cases","20870  cases","15496  cases","38530  cases","32623  cases","27295  cases","23796  cases","21622  cases","11680  cases","9821  cases","22333  cases","17902  cases","16182  cases","14056  cases","12642  cases","7015  cases","5518  cases","12614  cases","10689  cases","9281  cases","8050  cases","7008  cases","4188  cases","3601  cases","5285  cases","7062  cases","5544  cases","5124  cases","4736  cases","2670  cases","2388  cases","5168  cases","4634  cases","3925  cases","3545  cases","3094  cases","2107  cases","1814  cases","3850  cases","3282  cases","2981  cases","2527  cases","2279  cases","1483  cases","1277  cases","2871  cases","2622  cases","2464  cases","2298  cases","1992  cases","1252  cases","1304  cases","2692  cases","3014  cases","2249  cases","2291  cases","2000  cases","1442  cases","1560  cases","2892  cases","2704  cases","2637  cases","2439  cases","2629  cases","1725  cases","1773  cases","3792  cases","3352  cases","3395  cases","3060  cases","2956  cases","2060  cases","2222  cases","4446  cases","4098  cases","3998  cases","3737  cases","3634  cases","2687  cases","2385  cases","6288  cases","5863  cases","5638  cases","5497  cases","5122  cases","3622  cases","3626  cases","7823  cases","7526  cases","7430  cases","6986  cases","6524  cases","4810  cases","5207  cases","10384  cases","9948  cases","9802  cases","9360  cases","8930  cases","6311  cases","6095  cases","12853  cases","11989  cases","11926  cases","11544  cases","11453  cases","8015  cases","7912  cases","17368  cases","16228  cases","15802  cases","14633  cases","13943  cases","8981  cases","8701  cases","19465  cases","18127  cases","17129  cases","15505  cases","14154  cases","8884  cases","7900  cases","8646  cases","23927  cases","20708  cases","18055  cases","16410  cases","10642  cases","9692  cases","21059  cases","18860  cases","17720  cases","15862  cases","15373  cases","9889  cases","8917  cases","18524  cases","16894  cases","16342  cases","15302  cases","14856  cases","10316  cases","9331  cases","18255  cases","19410  cases","17810  cases","17128  cases","16307  cases","11600  cases","10791  cases","22561  cases","21061  cases","19798  cases","18151  cases","17963  cases","11449  cases","9835  cases","10001  cases","27181  cases","23040  cases","21155  cases","20190  cases","13485  cases","11669  cases","24486  cases","22434  cases","21196  cases","19905  cases","18805  cases","12894  cases","11034  cases","23440  cases","21152  cases","19435  cases","17697  cases","17135  cases","11337  cases","9876  cases","21278  cases","18597  cases","16661  cases","15053  cases","13895  cases","9262  cases","8219  cases","17654  cases","15306  cases","13728  cases","12284  cases","11678  cases","7986  cases","7176  cases","14553  cases","12310  cases","11350  cases","10336  cases","9609  cases","6578  cases","6166  cases","11984  cases","10977  cases","9878  cases","9032  cases","8377  cases","6036  cases","5406  cases","11020  cases","9496  cases","8448  cases","7602  cases","7322  cases","4796  cases","4465  cases","8999  cases","7667  cases","6864  cases","6219  cases","5432  cases","3536  cases","3159  cases","3316  cases","7807  cases","5960  cases","5286  cases","4817  cases","3258  cases","3037  cases","5695  cases","4975  cases","4428  cases","4040  cases","3804  cases","2770  cases","2494  cases","4829  cases","4285  cases","3860  cases","3694  cases","3474  cases","2573  cases","2394  cases","4721  cases","4030  cases","3911  cases","3428  cases","3211  cases","2417  cases","2063  cases","4009  cases","3487  cases","3143  cases","2871  cases","2778  cases","2061  cases","1871  cases","3422  cases","3140  cases","2968  cases","2730  cases","2570  cases","1867  cases","1720  cases","3493  cases","3099  cases","2857  cases","2780  cases","2505  cases","1806  cases","1735  cases","3418  cases","3128  cases","3017  cases","2952  cases","2825  cases","2093  cases","2033  cases","3924  cases","4045  cases","3759  cases","3520  cases","3418  cases","2461  cases","2477  cases","5021  cases","4058  cases","3931  cases","3837  cases","3148  cases","2325  cases","1639  cases","1418  cases","0  cases"],"error_y":{"color":"rgba(31,119,180,1)"},"error_x":{"color":"rgba(31,119,180,1)"},"xaxis":"x","yaxis":"y","frame":null},{"x":["2020-02-07","2020-02-08","2020-02-09","2020-02-10","2020-02-11","2020-02-12","2020-02-13","2020-02-14","2020-02-15","2020-02-16","2020-02-17","2020-02-18","2020-02-19","2020-02-20","2020-02-21","2020-02-22","2020-02-23","2020-02-24","2020-02-25","2020-02-26","2020-02-27","2020-02-28","2020-02-29","2020-03-01","2020-03-02","2020-03-03","2020-03-04","2020-03-05","2020-03-06","2020-03-07","2020-03-08","2020-03-09","2020-03-10","2020-03-11","2020-03-12","2020-03-13","2020-03-14","2020-03-15","2020-03-16","2020-03-17","2020-03-18","2020-03-19","2020-03-20","2020-03-21","2020-03-22","2020-03-23","2020-03-24","2020-03-25","2020-03-26","2020-03-27","2020-03-28","2020-03-29","2020-03-30","2020-03-31","2020-04-01","2020-04-02","2020-04-03","2020-04-04","2020-04-05","2020-04-06","2020-04-07","2020-04-08","2020-04-09","2020-04-10","2020-04-11","2020-04-12","2020-04-13","2020-04-14","2020-04-15","2020-04-16","2020-04-17","2020-04-18","2020-04-19","2020-04-20","2020-04-21","2020-04-22","2020-04-23","2020-04-24","2020-04-25","2020-04-26","2020-04-27","2020-04-28","2020-04-29","2020-04-30","2020-05-01","2020-05-02","2020-05-03","2020-05-04","2020-05-05","2020-05-06","2020-05-07","2020-05-08","2020-05-09","2020-05-10","2020-05-11","2020-05-12","2020-05-13","2020-05-14","2020-05-15","2020-05-16","2020-05-17","2020-05-18","2020-05-19","2020-05-20","2020-05-21","2020-05-22","2020-05-23","2020-05-24","2020-05-25","2020-05-26","2020-05-27","2020-05-28","2020-05-29","2020-05-30","2020-05-31","2020-06-01","2020-06-02","2020-06-03","2020-06-04","2020-06-05","2020-06-06","2020-06-07","2020-06-08","2020-06-09","2020-06-10","2020-06-11","2020-06-12","2020-06-13","2020-06-14","2020-06-15","2020-06-16","2020-06-17","2020-06-18","2020-06-19","2020-06-20","2020-06-21","2020-06-22","2020-06-23","2020-06-24","2020-06-25","2020-06-26","2020-06-27","2020-06-28","2020-06-29","2020-06-30","2020-07-01","2020-07-02","2020-07-03","2020-07-04","2020-07-05","2020-07-06","2020-07-07","2020-07-08","2020-07-09","2020-07-10","2020-07-11","2020-07-12","2020-07-13","2020-07-14","2020-07-15","2020-07-16","2020-07-17","2020-07-18","2020-07-19","2020-07-20","2020-07-21","2020-07-22","2020-07-23","2020-07-24","2020-07-25","2020-07-26","2020-07-27","2020-07-28","2020-07-29","2020-07-30","2020-07-31","2020-08-01","2020-08-02","2020-08-03","2020-08-04","2020-08-05","2020-08-06","2020-08-07","2020-08-08","2020-08-09","2020-08-10","2020-08-11","2020-08-12","2020-08-13","2020-08-14","2020-08-15","2020-08-16","2020-08-17","2020-08-18","2020-08-19","2020-08-20","2020-08-21","2020-08-22","2020-08-23","2020-08-24","2020-08-25","2020-08-26","2020-08-27","2020-08-28","2020-08-29","2020-08-30","2020-08-31","2020-09-01","2020-09-02","2020-09-03","2020-09-04","2020-09-05","2020-09-06","2020-09-07","2020-09-08","2020-09-09","2020-09-10","2020-09-11","2020-09-12","2020-09-13","2020-09-14","2020-09-15","2020-09-16","2020-09-17","2020-09-18","2020-09-19","2020-09-20","2020-09-21","2020-09-22","2020-09-23","2020-09-24","2020-09-25","2020-09-26","2020-09-27","2020-09-28","2020-09-29","2020-09-30","2020-10-01","2020-10-02","2020-10-03","2020-10-04","2020-10-05","2020-10-06","2020-10-07","2020-10-08","2020-10-09","2020-10-10","2020-10-11","2020-10-12","2020-10-13","2020-10-14","2020-10-15","2020-10-16","2020-10-17","2020-10-18","2020-10-19","2020-10-20","2020-10-21","2020-10-22","2020-10-23","2020-10-24","2020-10-25","2020-10-26","2020-10-27","2020-10-28","2020-10-29","2020-10-30","2020-10-31","2020-11-01","2020-11-02","2020-11-03","2020-11-04","2020-11-05","2020-11-06","2020-11-07","2020-11-08","2020-11-09","2020-11-10","2020-11-11","2020-11-12","2020-11-13","2020-11-14","2020-11-15","2020-11-16","2020-11-17","2020-11-18","2020-11-19","2020-11-20","2020-11-21","2020-11-22","2020-11-23","2020-11-24","2020-11-25","2020-11-26","2020-11-27","2020-11-28","2020-11-29","2020-11-30","2020-12-01","2020-12-02","2020-12-03","2020-12-04","2020-12-05","2020-12-06","2020-12-07","2020-12-08","2020-12-09","2020-12-10","2020-12-11","2020-12-12","2020-12-13","2020-12-14","2020-12-15","2020-12-16","2020-12-17","2020-12-18","2020-12-19","2020-12-20","2020-12-21","2020-12-22","2020-12-23","2020-12-24","2020-12-25","2020-12-26","2020-12-27","2020-12-28","2020-12-29","2020-12-30","2020-12-31","2021-01-01","2021-01-02","2021-01-03","2021-01-04","2021-01-05","2021-01-06","2021-01-07","2021-01-08","2021-01-09","2021-01-10","2021-01-11","2021-01-12","2021-01-13","2021-01-14","2021-01-15","2021-01-16","2021-01-17","2021-01-18","2021-01-19","2021-01-20","2021-01-21","2021-01-22","2021-01-23","2021-01-24","2021-01-25","2021-01-26","2021-01-27","2021-01-28","2021-01-29","2021-01-30","2021-01-31","2021-02-01","2021-02-02","2021-02-03","2021-02-04","2021-02-05","2021-02-06","2021-02-07","2021-02-08","2021-02-09","2021-02-10","2021-02-11","2021-02-12","2021-02-13","2021-02-14","2021-02-15","2021-02-16","2021-02-17","2021-02-18","2021-02-19","2021-02-20","2021-02-21","2021-02-22","2021-02-23","2021-02-24","2021-02-25","2021-02-26","2021-02-27","2021-02-28","2021-03-01","2021-03-02","2021-03-03","2021-03-04","2021-03-05","2021-03-06","2021-03-07","2021-03-08","2021-03-09","2021-03-10","2021-03-11","2021-03-12","2021-03-13","2021-03-14","2021-03-15","2021-03-16","2021-03-17","2021-03-18","2021-03-19","2021-03-20","2021-03-21","2021-03-22","2021-03-23","2021-03-24","2021-03-25","2021-03-26","2021-03-27","2021-03-28","2021-03-29","2021-03-30","2021-03-31","2021-04-01","2021-04-02","2021-04-03","2021-04-04","2021-04-05","2021-04-06","2021-04-07","2021-04-08","2021-04-09","2021-04-10","2021-04-11","2021-04-12","2021-04-13","2021-04-14","2021-04-15","2021-04-16","2021-04-17","2021-04-18","2021-04-19","2021-04-20","2021-04-21","2021-04-22","2021-04-23","2021-04-24","2021-04-25","2021-04-26","2021-04-27","2021-04-28","2021-04-29","2021-04-30","2021-05-01","2021-05-02","2021-05-03","2021-05-04","2021-05-05","2021-05-06","2021-05-07","2021-05-08","2021-05-09","2021-05-10","2021-05-11","2021-05-12","2021-05-13","2021-05-14","2021-05-15","2021-05-16","2021-05-17","2021-05-18","2021-05-19","2021-05-20","2021-05-21","2021-05-22","2021-05-23","2021-05-24","2021-05-25","2021-05-26","2021-05-27","2021-05-28","2021-05-29","2021-05-30","2021-05-31","2021-06-01","2021-06-02","2021-06-03","2021-06-04","2021-06-05","2021-06-06","2021-06-07","2021-06-08","2021-06-09","2021-06-10","2021-06-11","2021-06-12","2021-06-13","2021-06-14","2021-06-15","2021-06-16","2021-06-17","2021-06-18","2021-06-19","2021-06-20","2021-06-21","2021-06-22","2021-06-23","2021-06-24","2021-06-25","2021-06-26","2021-06-27","2021-06-28","2021-06-29","2021-06-30","2021-07-01","2021-07-02","2021-07-03","2021-07-04","2021-07-05","2021-07-06","2021-07-07","2021-07-08","2021-07-09","2021-07-10","2021-07-11","2021-07-12","2021-07-13","2021-07-14","2021-07-15","2021-07-16","2021-07-17","2021-07-18","2021-07-19","2021-07-20","2021-07-21","2021-07-22","2021-07-23","2021-07-24","2021-07-25","2021-07-26","2021-07-27","2021-07-28","2021-07-29","2021-07-30","2021-07-31","2021-08-01","2021-08-02","2021-08-03","2021-08-04","2021-08-05","2021-08-06","2021-08-07","2021-08-08","2021-08-09","2021-08-10","2021-08-11","2021-08-12","2021-08-13","2021-08-14","2021-08-15","2021-08-16","2021-08-17","2021-08-18","2021-08-19","2021-08-20","2021-08-21","2021-08-22","2021-08-23","2021-08-24","2021-08-25","2021-08-26","2021-08-27","2021-08-28","2021-08-29","2021-08-30","2021-08-31","2021-09-01","2021-09-02","2021-09-03","2021-09-04","2021-09-05","2021-09-06","2021-09-07","2021-09-08","2021-09-09","2021-09-10","2021-09-11","2021-09-12","2021-09-13","2021-09-14","2021-09-15","2021-09-16","2021-09-17","2021-09-18","2021-09-19","2021-09-20","2021-09-21","2021-09-22","2021-09-23","2021-09-24","2021-09-25","2021-09-26","2021-09-27","2021-09-28","2021-09-29","2021-09-30","2021-10-01","2021-10-02","2021-10-03","2021-10-04","2021-10-05","2021-10-06","2021-10-07","2021-10-08","2021-10-09","2021-10-10","2021-10-11","2021-10-12","2021-10-13","2021-10-14","2021-10-15","2021-10-16","2021-10-17","2021-10-18","2021-10-19","2021-10-20","2021-10-21","2021-10-22","2021-10-23","2021-10-24","2021-10-25","2021-10-26","2021-10-27","2021-10-28","2021-10-29","2021-10-30","2021-10-31","2021-11-01","2021-11-02","2021-11-03","2021-11-04","2021-11-05","2021-11-06","2021-11-07","2021-11-08","2021-11-09","2021-11-10","2021-11-11","2021-11-12","2021-11-13","2021-11-14","2021-11-15","2021-11-16","2021-11-17","2021-11-18","2021-11-19","2021-11-20","2021-11-21","2021-11-22","2021-11-23","2021-11-24","2021-11-25","2021-11-26","2021-11-27","2021-11-28","2021-11-29","2021-11-30","2021-12-01","2021-12-02","2021-12-03","2021-12-04","2021-12-05","2021-12-06","2021-12-07","2021-12-08","2021-12-09","2021-12-10","2021-12-11","2021-12-12","2021-12-13","2021-12-14","2021-12-15","2021-12-16","2021-12-17","2021-12-18","2021-12-19","2021-12-20","2021-12-21","2021-12-22","2021-12-23","2021-12-24","2021-12-25","2021-12-26","2021-12-27","2021-12-28","2021-12-29","2021-12-30","2021-12-31","2022-01-01","2022-01-02","2022-01-03","2022-01-04","2022-01-05","2022-01-06","2022-01-07","2022-01-08","2022-01-09","2022-01-10","2022-01-11","2022-01-12","2022-01-13","2022-01-14","2022-01-15","2022-01-16","2022-01-17","2022-01-18","2022-01-19","2022-01-20","2022-01-21","2022-01-22","2022-01-23","2022-01-24","2022-01-25","2022-01-26","2022-01-27","2022-01-28","2022-01-29","2022-01-30","2022-01-31","2022-02-01","2022-02-02","2022-02-03","2022-02-04","2022-02-05","2022-02-06","2022-02-07","2022-02-08","2022-02-09","2022-02-10","2022-02-11","2022-02-12","2022-02-13","2022-02-14","2022-02-15","2022-02-16","2022-02-17","2022-02-18","2022-02-19","2022-02-20","2022-02-21","2022-02-22","2022-02-23","2022-02-24","2022-02-25","2022-02-26","2022-02-27","2022-02-28","2022-03-01","2022-03-02","2022-03-03","2022-03-04","2022-03-05","2022-03-06","2022-03-07","2022-03-08","2022-03-09","2022-03-10","2022-03-11","2022-03-12","2022-03-13","2022-03-14","2022-03-15","2022-03-16","2022-03-17","2022-03-18","2022-03-19","2022-03-20","2022-03-21","2022-03-22","2022-03-23","2022-03-24","2022-03-25","2022-03-26","2022-03-27","2022-03-28","2022-03-29","2022-03-30","2022-03-31","2022-04-01","2022-04-02","2022-04-03","2022-04-04","2022-04-05","2022-04-06","2022-04-07","2022-04-08","2022-04-09","2022-04-10","2022-04-11","2022-04-12","2022-04-13","2022-04-14","2022-04-15","2022-04-16","2022-04-17","2022-04-18","2022-04-19","2022-04-20","2022-04-21","2022-04-22","2022-04-23","2022-04-24","2022-04-25","2022-04-26","2022-04-27","2022-04-28","2022-04-29","2022-04-30","2022-05-01","2022-05-02","2022-05-03","2022-05-04","2022-05-05","2022-05-06","2022-05-07","2022-05-08","2022-05-09","2022-05-10","2022-05-11","2022-05-12","2022-05-13","2022-05-14","2022-05-15","2022-05-16","2022-05-17","2022-05-18","2022-05-19","2022-05-20","2022-05-21","2022-05-22","2022-05-23","2022-05-24","2022-05-25","2022-05-26","2022-05-27","2022-05-28","2022-05-29","2022-05-30","2022-05-31","2022-06-01","2022-06-02","2022-06-03","2022-06-04","2022-06-05","2022-06-06","2022-06-07","2022-06-08","2022-06-09","2022-06-10","2022-06-11","2022-06-12","2022-06-13","2022-06-14","2022-06-15","2022-06-16","2022-06-17","2022-06-18","2022-06-19","2022-06-20","2022-06-21","2022-06-22","2022-06-23","2022-06-24","2022-06-25","2022-06-26","2022-06-27","2022-06-28","2022-06-29","2022-06-30","2022-07-01","2022-07-02","2022-07-03","2022-07-04","2022-07-05","2022-07-06","2022-07-07","2022-07-08","2022-07-09","2022-07-10","2022-07-11","2022-07-12","2022-07-13","2022-07-14","2022-07-15","2022-07-16","2022-07-17","2022-07-18","2022-07-19","2022-07-20","2022-07-21","2022-07-22","2022-07-23","2022-07-24","2022-07-25","2022-07-26","2022-07-27","2022-07-28","2022-07-29","2022-07-30","2022-07-31","2022-08-01","2022-08-02","2022-08-03","2022-08-04","2022-08-05","2022-08-06","2022-08-07","2022-08-08","2022-08-09","2022-08-10","2022-08-11","2022-08-12","2022-08-13","2022-08-14","2022-08-15","2022-08-16","2022-08-17","2022-08-18","2022-08-19","2022-08-20","2022-08-21","2022-08-22","2022-08-23","2022-08-24","2022-08-25","2022-08-26","2022-08-27","2022-08-28","2022-08-29","2022-08-30","2022-08-31","2022-09-01","2022-09-02","2022-09-03","2022-09-04","2022-09-05","2022-09-06","2022-09-07","2022-09-08","2022-09-09","2022-09-10","2022-09-11","2022-09-12","2022-09-13","2022-09-14","2022-09-15","2022-09-16","2022-09-17","2022-09-18","2022-09-19","2022-09-20","2022-09-21","2022-09-22","2022-09-23","2022-09-24","2022-09-25","2022-09-26","2022-09-27","2022-09-28","2022-09-29","2022-09-30","2022-10-01","2022-10-02","2022-10-03","2022-10-04","2022-10-05","2022-10-06","2022-10-07","2022-10-08","2022-10-09","2022-10-10","2022-10-11","2022-10-12","2022-10-13","2022-10-14","2022-10-15","2022-10-16","2022-10-17","2022-10-18","2022-10-19","2022-10-20","2022-10-21","2022-10-22","2022-10-23","2022-10-24","2022-10-25","2022-10-26","2022-10-27","2022-10-28","2022-10-29","2022-10-30","2022-10-31","2022-11-01","2022-11-02","2022-11-03","2022-11-04","2022-11-05","2022-11-06","2022-11-07","2022-11-08","2022-11-09","2022-11-10","2022-11-11","2022-11-12","2022-11-13","2022-11-14","2022-11-15"],"y":[11.5714285714286,9.14285714285714,8.57142857142857,8.42857142857143,8.85714285714286,8.85714285714286,8.28571428571429,5.14285714285714,5.85714285714286,6.14285714285714,7.14285714285714,8,9.28571428571429,11.8571428571429,13.4285714285714,14.1428571428571,15.8571428571429,19.5714285714286,21.7142857142857,25.5714285714286,26.4285714285714,30.5714285714286,34,45.4285714285714,50.7142857142857,59.2857142857143,67.2857142857143,79.4285714285714,95.1428571428571,112.714285714286,124.428571428571,161,200,247.428571428571,304.428571428571,365,414.857142857143,475,553.285714285714,621.714285714286,672,711.571428571429,766.142857142857,791.714285714286,814.714285714286,837.857142857143,839.571428571429,877.428571428571,903.857142857143,909.285714285714,943.857142857143,952.428571428571,1000.85714285714,1059.57142857143,1125.57142857143,1182.42857142857,1255.71428571429,1283,1328.28571428571,1325.14285714286,1348.14285714286,1343.28571428571,1348.14285714286,1342,1331.42857142857,1311.42857142857,1334.57142857143,1345.28571428571,1372.42857142857,1411.14285714286,1430.42857142857,1452.57142857143,1464.14285714286,1521,1546.28571428571,1560.85714285714,1584.14285714286,1641.71428571429,1700.57142857143,1727.14285714286,1774.57142857143,1835.71428571429,1874.28571428571,1888.71428571429,1920.28571428571,1887.57142857143,1870.85714285714,1892.57142857143,1961.57142857143,2006,2035.28571428571,2040.14285714286,2068,2093.14285714286,2098.71428571429,2082.42857142857,2076.57142857143,2150.14285714286,2185.71428571429,2206.85714285714,2207.14285714286,2257.71428571429,2249.57142857143,2309.42857142857,2278.42857142857,2280,2282.42857142857,2293.28571428571,2212.42857142857,2381.14285714286,2495.42857142857,2600.42857142857,2779.71428571429,2847.42857142857,2873.42857142857,3079,3123.57142857143,3107.71428571429,3166,3155.14285714286,3223.42857142857,3287,3363.28571428571,3375.71428571429,3496,3564.42857142857,3673.71428571429,3809.14285714286,3947.42857142857,4264.85714285714,4617.42857142857,4974,5358.71428571429,5708.14285714286,5952.28571428571,6145.57142857143,6571,7033.85714285714,7478.57142857143,7859.57142857143,8173.42857142857,8303.42857142857,8463.14285714286,8621.85714285714,8739,8935.85714285714,9107.42857142857,8946,8819.71428571429,8928.14285714286,9110,9396.85714285714,9534.14285714286,9611.71428571429,10103,10415.2857142857,10367.7142857143,10347.8571428571,10210,10124.2857142857,10110.2857142857,10006,9971.85714285714,9912.85714285714,9829.42857142857,9621.71428571429,9302.57142857143,8935.57142857143,8591.71428571429,8372.57142857143,8182.57142857143,7900.14285714286,7713,7490.85714285714,7310.57142857143,7157.85714285714,7099.28571428571,7016.28571428571,6797.71428571429,6572.85714285714,6414.71428571429,6274.71428571429,6165.14285714286,6009.28571428571,5953,5886.14285714286,5741.14285714286,5634.57142857143,5477,5300.28571428571,5210.42857142857,5139.85714285714,4951.85714285714,4816.85714285714,4633.71428571429,4564.71428571429,4449,4370.14285714286,4353.71428571429,4308.85714285714,4258.85714285714,4248.71428571429,4150,4083.14285714286,4013.42857142857,3968.42857142857,3809.14285714286,3763.42857142857,3682.85714285714,3639,3570.71428571429,3519.14285714286,3479.71428571429,3193.14285714286,3144.42857142857,3083.28571428571,3019.28571428571,3007.14285714286,3018.28571428571,3027,3290.14285714286,3219.28571428571,3246.14285714286,3257.28571428571,3269,3289.14285714286,3307.14285714286,3293.57142857143,3285.14285714286,3280.42857142857,3286.57142857143,3292.14285714286,3274.85714285714,3261.42857142857,3258.85714285714,3272.42857142857,3265.42857142857,3317.42857142857,3296.85714285714,3340.28571428571,3362.28571428571,3396.28571428571,3388,3388.28571428571,3396.71428571429,3426.28571428571,3475.28571428571,3475,3478.28571428571,3494.85714285714,3509.14285714286,3529.28571428571,3566.71428571429,3559.28571428571,3605.71428571429,3706.14285714286,3821,3906.85714285714,3944.28571428571,4050.28571428571,4092.14285714286,4143,4207.42857142857,4232.85714285714,4302.85714285714,4402,4540.71428571429,4713.14285714286,5009.71428571429,5436,5926.14285714286,6432.71428571429,6901.28571428571,7329.71428571429,7609.85714285714,7689.28571428571,8066.85714285714,8446.28571428571,8755.57142857143,9244.42857142857,9807.57142857143,10305.5714285714,10820,11755.2857142857,12641,13586,14318.4285714286,15028.1428571429,15375.2857142857,15534.1428571429,16025.7142857143,16528.2857142857,17031.2857142857,15966.4285714286,16066.2857142857,16902.4285714286,17741.4285714286,19400,21381,23215.5714285714,26468.5714285714,28454.2857142857,29360,29695.7142857143,30913.1428571429,31912.4285714286,33080.2857142857,34356.2857142857,35517.5714285714,36422.2857142857,36795.2857142857,37976.4285714286,38979.8571428571,39579.8571428571,40117.8571428571,40354.7142857143,40221.1428571429,40225.5714285714,40090.5714285714,40164.2857142857,40078.1428571429,37543.7142857143,33492.2857142857,34187.4285714286,34962.4285714286,36325.7142857143,37687.2857142857,38916.1428571429,40155.5714285714,41066.4285714286,41438.2857142857,41537.7142857143,41880.7142857143,41341.5714285714,40834.7142857143,42165,45186.5714285714,43924.4285714286,42766.7142857143,40118.1428571429,37803.1428571429,35545.7142857143,33664.4285714286,31948.5714285714,30718.5714285714,29932,27305.4285714286,25694.2857142857,24340.5714285714,22945.8571428571,21619.8571428571,20690.5714285714,20226.2857142857,19732.4285714286,18370.1428571429,17025.7142857143,15961.4285714286,14971.2857142857,14489.1428571429,14144.4285714286,13452.7142857143,12717.8571428571,12116.5714285714,11485.7142857143,11011.4285714286,10526.1428571429,10124.2857142857,9291.57142857143,8591,8015.71428571429,7506.28571428571,7040.85714285714,6722.57142857143,6490.85714285714,5892.28571428571,5592.14285714286,5245.14285714286,4931.85714285714,4644.71428571429,4452.85714285714,4324.42857142857,4235.14285714286,4005.14285714286,3833.71428571429,3698,3580.71428571429,3497.71428571429,3434.57142857143,3310,3201.42857142857,3105.28571428571,3031.85714285714,2972.42857142857,2926.14285714286,2892,2831.57142857143,2770,2706.42857142857,2657.42857142857,2593.85714285714,2550.71428571429,2501.85714285714,2436.85714285714,2391.28571428571,2374.28571428571,2320.57142857143,2274.85714285714,2248.85714285714,2248.42857142857,2223.71428571429,2223.14285714286,2228.57142857143,2238.85714285714,2251.71428571429,2245.28571428571,2245.57142857143,2246.42857142857,2235.57142857143,2193.57142857143,2200.42857142857,2195.57142857143,2200.71428571429,2193.28571428571,2217,2234,2267.57142857143,2258.71428571429,2264.28571428571,2280.42857142857,2282.42857142857,2259.14285714286,2240.14285714286,2207,2183.57142857143,2152.42857142857,2114.28571428571,2094.71428571429,2055.14285714286,2013.71428571429,1957.85714285714,1918.71428571429,1885.14285714286,1859.57142857143,1829.42857142857,1781.85714285714,1745.57142857143,1720.85714285714,1695.42857142857,1670.42857142857,1656.57142857143,1640,1620.57142857143,1581.28571428571,1563.57142857143,1543.85714285714,1514.57142857143,1482.28571428571,1459.14285714286,1411.42857142857,1392.42857142857,1343,1296.42857142857,1259.42857142857,1238.14285714286,1220,1177.85714285714,1144.42857142857,1121.57142857143,1093.28571428571,1059.85714285714,1032.57142857143,1011,992.142857142857,965.142857142857,935.142857142857,924.142857142857,912,896.857142857143,886,799.142857142857,823,832,842.571428571429,841,846.428571428571,849.714285714286,912.857142857143,890,873.285714285714,856.285714285714,856.428571428571,861.714285714286,875.285714285714,891.571428571429,891.142857142857,910.571428571429,931.857142857143,942.857142857143,953.571428571429,967.142857142857,1002.42857142857,1040.14285714286,1064.28571428571,1117,1171.14285714286,1217.14285714286,1270.42857142857,1346.28571428571,1427.71428571429,1541.42857142857,1650.28571428571,1751.42857142857,1837.85714285714,1892.57142857143,2015,2261.85714285714,2508.28571428571,2710,2936.42857142857,3143.85714285714,3369.14285714286,3737.85714285714,3993.57142857143,4251.71428571429,4579.57142857143,4918.57142857143,5138.71428571429,5378.14285714286,5811,6234.14285714286,6694.57142857143,7046.57142857143,7355.14285714286,7654.14285714286,7886.14285714286,8362.14285714286,8775.57142857143,9206.14285714286,9690.85714285714,10112.2857142857,10359.1428571429,10658.7142857143,10997.7142857143,11435.4285714286,11762.1428571429,12078.1428571429,12334.7142857143,12506.8571428571,12533.8571428571,12844.8571428571,13111.8571428571,13312.7142857143,13404.7142857143,13527.1428571429,13510.2857142857,13434.1428571429,13408.2857142857,13309.7142857143,13245.1428571429,13146.7142857143,13098.8571428571,12998.2857142857,12906.5714285714,12795.2857142857,12587,12374.8571428571,12160.5714285714,11852.7142857143,11699.2857142857,11562.8571428571,11269.8571428571,11016,10925.2857142857,10725.5714285714,10541.5714285714,10397.2857142857,10223.1428571429,9278.57142857143,9297,9065.42857142857,8947.71428571429,8854,8775.42857142857,8775,9311.71428571429,8894,8544.85714285714,8216,7931.42857142857,7740.85714285714,7565.71428571429,7341.71428571429,7066.42857142857,6856.71428571429,6658.71428571429,6496.14285714286,6400.85714285714,6346.57142857143,6173.28571428571,6064,5895.85714285714,5797.71428571429,5739.85714285714,5661.57142857143,5612.42857142857,5490.85714285714,5416,5387.57142857143,5318,5230.85714285714,5204.57142857143,5189.42857142857,5053.28571428571,4990.14285714286,4936.14285714286,4935.57142857143,4958,4978.14285714286,5019.28571428571,5196.28571428571,5276.71428571429,5365.42857142857,5457.14285714286,5552.71428571429,5613.57142857143,5612,5635.42857142857,5694.71428571429,5740.85714285714,5759,5710.14285714286,5692.28571428571,5681.28571428571,5707.85714285714,5670.57142857143,5649.57142857143,5643.28571428571,5630.85714285714,5593,5586.71428571429,5480.71428571429,5390.14285714286,5280,5037.85714285714,4974,4942.14285714286,4912.71428571429,4877.28571428571,4809.85714285714,4743.71428571429,4797,4729.28571428571,4706.28571428571,4665.85714285714,4500.57142857143,4421.14285714286,4349.14285714286,4007.71428571429,3971.14285714286,4108.57142857143,4319.85714285714,4763.71428571429,5093.42857142857,5508.14285714286,6088.71428571429,6352.85714285714,6345.85714285714,6270,6145.71428571429,6068.71428571429,5924.57142857143,5849.85714285714,5796,5799.71428571429,5871.42857142857,6083.28571428571,6343.28571428571,6866.28571428571,7505,8269.14285714286,9063.42857142857,9983.85714285714,12034.7142857143,14735.4285714286,17839.4285714286,21033,22636.2857142857,23385.2857142857,27006.4285714286,34540.5714285714,43404.8571428571,51511.1428571429,59150.7142857143,63764,66331.8571428571,69269.2857142857,78412.2857142857,88037.5714285714,97505.5714285714,105678.571428571,117126.285714286,123387.428571429,123267.857142857,123430.571428571,120303.142857143,116221.142857143,112058.285714286,107655.428571429,105030.285714286,102796.285714286,94235.5714285714,92064.5714285714,88435,84960.8571428571,81133.2857142857,78476,76768.5714285714,75227.5714285714,66720.5714285714,59710.2857142857,53198.7142857143,47708.4285714286,44994,43157.2857142857,38587.8571428571,34655.8571428571,31135.1428571429,28202,25747.4285714286,24434.5714285714,23623.8571428571,21310,19207,17619.4285714286,16228,14945.1428571429,14278.7142857143,13664,12275.5714285714,11245.1428571429,10259.2857142857,9401.28571428571,8596.42857142857,8192.57142857143,7918.71428571429,6871.71428571429,6353.57142857143,5819.71428571429,5401.71428571429,5077.14285714286,4860.28571428571,4687,4670.28571428571,4323.42857142857,4092.14285714286,3866.57142857143,3632,3551.57142857143,3469.57142857143,3281.28571428571,3088.14285714286,2953.28571428571,2807.85714285714,2691.42857142857,2602.28571428571,2525.57142857143,2385.71428571429,2291.42857142857,2217.57142857143,2184.85714285714,2143.85714285714,2110.85714285714,2114.71428571429,2089.14285714286,2145.14285714286,2114.42857142857,2113.42857142857,2114.57142857143,2141.71428571429,2178.28571428571,2206.85714285714,2162.57142857143,2218,2239.14285714286,2329,2369.42857142857,2399.85714285714,2528.42857142857,2621,2729.28571428571,2818,2864.71428571429,2912.57142857143,2976.71428571429,3070.14285714286,3176.71428571429,3262.85714285714,3359.57142857143,3456.42857142857,3546,3569.28571428571,3832.42857142857,4084.57142857143,4318.85714285714,4570.28571428571,4782.85714285714,4916.42857142857,5093.71428571429,5313,5550.57142857143,5806.57142857143,6019.28571428571,6219.57142857143,6389.28571428571,6615.14285714286,6981,7327,7665.85714285714,8005,8348.71428571429,8563.14285714286,8690,9042.71428571429,9334.28571428571,9637.71428571429,9949.71428571429,10310.1428571429,10553.5714285714,10813.1428571429,11458.1428571429,12063.7142857143,12617.4285714286,13058.7142857143,13414.4285714286,13552.4285714286,13665.1428571429,13964.7142857143,14236,14425.5714285714,14550.1428571429,14580.2857142857,14566.4285714286,14452,12906.4285714286,13735,14246.2857142857,14610.5714285714,14932.8571428571,15184,15440,17213.2857142857,16489.4285714286,16062.5714285714,15749.2857142857,15601.1428571429,15493.5714285714,15382.8571428571,15020.7142857143,14739.8571428571,14543,14463,14389.1428571429,14450.1428571429,14509.2857142857,14470.8571428571,14830.2857142857,15040,15300.8571428571,15508.1428571429,15691.5714285714,15900.1428571429,16515.2857142857,16751.1428571429,17035.1428571429,17181.2857142857,17417.8571428571,17396.2857142857,17259.7142857143,15465.4285714286,16339.7142857143,16802.8571428571,17232,17550.1428571429,17841,18103,20172.2857142857,19494.1428571429,19230.7142857143,19052.1428571429,18854.2857142857,18769.8571428571,18679.1428571429,18529.7142857143,18346.5714285714,18095,17779.5714285714,17541,17318.5714285714,17153.1428571429,16844.2857142857,16479.2857142857,16083,15705.2857142857,15242.4285714286,14946,14709.2857142857,14191.5714285714,13721.4285714286,13302.4285714286,12906.8571428571,12590.1428571429,12407.8571428571,12258.8571428571,11815.8571428571,11387.8571428571,11048.1428571429,10769.8571428571,10474.2857142857,10273.1428571429,10128.8571428571,9761.85714285714,9571.42857142857,9361.14285714286,9174.85714285714,8998.85714285714,8921.42857142857,8812.85714285714,8675.14285714286,8463.57142857143,8259.28571428571,8055,7904.28571428571,7727.14285714286,7592.71428571429,7304,7042.71428571429,6816.42857142857,6618.85714285714,6348.85714285714,6168.85714285714,5982.28571428571,5170.42857142857,5190.42857142857,5061.28571428571,4928,4840.14285714286,4800.42857142857,4783,5122.85714285714,4718.28571428571,4499.42857142857,4321.42857142857,4176.71428571429,4107,4029.42857142857,3905.71428571429,3807.14285714286,3726,3676.57142857143,3629.42857142857,3601.28571428571,3587,3571.57142857143,3535.14285714286,3542.42857142857,3504.42857142857,3466.85714285714,3444.57142857143,3397.28571428571,3295.57142857143,3218,3108.28571428571,3028.71428571429,2966.85714285714,2916,2888.57142857143,2804.71428571429,2755.14285714286,2730.14285714286,2710,2680.28571428571,2652.57142857143,2631,2641.14285714286,2635.28571428571,2619.42857142857,2626.57142857143,2617.28571428571,2608.57142857143,2610.71428571429,2600,2604.14285714286,2627,2651.57142857143,2697.28571428571,2738.28571428571,2780.85714285714,2853.14285714286,2984.14285714286,3090.14285714286,3171.28571428571,3256,3308.57142857143,3372,3528.71428571429,3530.57142857143,3555.14285714286,3600.42857142857,3561.85714285714,3542.42857142857,3422.71428571429,2908,2328.28571428571],"type":"scatter","mode":"lines","name":"Average Cases","line":{"color":"#345B6B"},"hoverinfo":["text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text","text"],"text":["11.6  average cases","9.1  average cases","8.6  average cases","8.4  average cases","8.9  average cases","8.9  average cases","8.3  average cases","5.1  average cases","5.9  average cases","6.1  average cases","7.1  average cases","8  average cases","9.3  average cases","11.9  average cases","13.4  average cases","14.1  average cases","15.9  average cases","19.6  average cases","21.7  average cases","25.6  average cases","26.4  average cases","30.6  average cases","34  average cases","45.4  average cases","50.7  average cases","59.3  average cases","67.3  average cases","79.4  average cases","95.1  average cases","112.7  average cases","124.4  average cases","161  average cases","200  average cases","247.4  average cases","304.4  average cases","365  average cases","414.9  average cases","475  average cases","553.3  average cases","621.7  average cases","672  average cases","711.6  average cases","766.1  average cases","791.7  average cases","814.7  average cases","837.9  average cases","839.6  average cases","877.4  average cases","903.9  average cases","909.3  average cases","943.9  average cases","952.4  average cases","1000.9  average cases","1059.6  average cases","1125.6  average cases","1182.4  average cases","1255.7  average cases","1283  average cases","1328.3  average cases","1325.1  average cases","1348.1  average cases","1343.3  average cases","1348.1  average cases","1342  average cases","1331.4  average cases","1311.4  average cases","1334.6  average cases","1345.3  average cases","1372.4  average cases","1411.1  average cases","1430.4  average cases","1452.6  average cases","1464.1  average cases","1521  average cases","1546.3  average cases","1560.9  average cases","1584.1  average cases","1641.7  average cases","1700.6  average cases","1727.1  average cases","1774.6  average cases","1835.7  average cases","1874.3  average cases","1888.7  average cases","1920.3  average cases","1887.6  average cases","1870.9  average cases","1892.6  average cases","1961.6  average cases","2006  average cases","2035.3  average cases","2040.1  average cases","2068  average cases","2093.1  average cases","2098.7  average cases","2082.4  average cases","2076.6  average cases","2150.1  average cases","2185.7  average cases","2206.9  average cases","2207.1  average cases","2257.7  average cases","2249.6  average cases","2309.4  average cases","2278.4  average cases","2280  average cases","2282.4  average cases","2293.3  average cases","2212.4  average cases","2381.1  average cases","2495.4  average cases","2600.4  average cases","2779.7  average cases","2847.4  average cases","2873.4  average cases","3079  average cases","3123.6  average cases","3107.7  average cases","3166  average cases","3155.1  average cases","3223.4  average cases","3287  average cases","3363.3  average cases","3375.7  average cases","3496  average cases","3564.4  average cases","3673.7  average cases","3809.1  average cases","3947.4  average cases","4264.9  average cases","4617.4  average cases","4974  average cases","5358.7  average cases","5708.1  average cases","5952.3  average cases","6145.6  average cases","6571  average cases","7033.9  average cases","7478.6  average cases","7859.6  average cases","8173.4  average cases","8303.4  average cases","8463.1  average cases","8621.9  average cases","8739  average cases","8935.9  average cases","9107.4  average cases","8946  average cases","8819.7  average cases","8928.1  average cases","9110  average cases","9396.9  average cases","9534.1  average cases","9611.7  average cases","10103  average cases","10415.3  average cases","10367.7  average cases","10347.9  average cases","10210  average cases","10124.3  average cases","10110.3  average cases","10006  average cases","9971.9  average cases","9912.9  average cases","9829.4  average cases","9621.7  average cases","9302.6  average cases","8935.6  average cases","8591.7  average cases","8372.6  average cases","8182.6  average cases","7900.1  average cases","7713  average cases","7490.9  average cases","7310.6  average cases","7157.9  average cases","7099.3  average cases","7016.3  average cases","6797.7  average cases","6572.9  average cases","6414.7  average cases","6274.7  average cases","6165.1  average cases","6009.3  average cases","5953  average cases","5886.1  average cases","5741.1  average cases","5634.6  average cases","5477  average cases","5300.3  average cases","5210.4  average cases","5139.9  average cases","4951.9  average cases","4816.9  average cases","4633.7  average cases","4564.7  average cases","4449  average cases","4370.1  average cases","4353.7  average cases","4308.9  average cases","4258.9  average cases","4248.7  average cases","4150  average cases","4083.1  average cases","4013.4  average cases","3968.4  average cases","3809.1  average cases","3763.4  average cases","3682.9  average cases","3639  average cases","3570.7  average cases","3519.1  average cases","3479.7  average cases","3193.1  average cases","3144.4  average cases","3083.3  average cases","3019.3  average cases","3007.1  average cases","3018.3  average cases","3027  average cases","3290.1  average cases","3219.3  average cases","3246.1  average cases","3257.3  average cases","3269  average cases","3289.1  average cases","3307.1  average cases","3293.6  average cases","3285.1  average cases","3280.4  average cases","3286.6  average cases","3292.1  average cases","3274.9  average cases","3261.4  average cases","3258.9  average cases","3272.4  average cases","3265.4  average cases","3317.4  average cases","3296.9  average cases","3340.3  average cases","3362.3  average cases","3396.3  average cases","3388  average cases","3388.3  average cases","3396.7  average cases","3426.3  average cases","3475.3  average cases","3475  average cases","3478.3  average cases","3494.9  average cases","3509.1  average cases","3529.3  average cases","3566.7  average cases","3559.3  average cases","3605.7  average cases","3706.1  average cases","3821  average cases","3906.9  average cases","3944.3  average cases","4050.3  average cases","4092.1  average cases","4143  average cases","4207.4  average cases","4232.9  average cases","4302.9  average cases","4402  average cases","4540.7  average cases","4713.1  average cases","5009.7  average cases","5436  average cases","5926.1  average cases","6432.7  average cases","6901.3  average cases","7329.7  average cases","7609.9  average cases","7689.3  average cases","8066.9  average cases","8446.3  average cases","8755.6  average cases","9244.4  average cases","9807.6  average cases","10305.6  average cases","10820  average cases","11755.3  average cases","12641  average cases","13586  average cases","14318.4  average cases","15028.1  average cases","15375.3  average cases","15534.1  average cases","16025.7  average cases","16528.3  average cases","17031.3  average cases","15966.4  average cases","16066.3  average cases","16902.4  average cases","17741.4  average cases","19400  average cases","21381  average cases","23215.6  average cases","26468.6  average cases","28454.3  average cases","29360  average cases","29695.7  average cases","30913.1  average cases","31912.4  average cases","33080.3  average cases","34356.3  average cases","35517.6  average cases","36422.3  average cases","36795.3  average cases","37976.4  average cases","38979.9  average cases","39579.9  average cases","40117.9  average cases","40354.7  average cases","40221.1  average cases","40225.6  average cases","40090.6  average cases","40164.3  average cases","40078.1  average cases","37543.7  average cases","33492.3  average cases","34187.4  average cases","34962.4  average cases","36325.7  average cases","37687.3  average cases","38916.1  average cases","40155.6  average cases","41066.4  average cases","41438.3  average cases","41537.7  average cases","41880.7  average cases","41341.6  average cases","40834.7  average cases","42165  average cases","45186.6  average cases","43924.4  average cases","42766.7  average cases","40118.1  average cases","37803.1  average cases","35545.7  average cases","33664.4  average cases","31948.6  average cases","30718.6  average cases","29932  average cases","27305.4  average cases","25694.3  average cases","24340.6  average cases","22945.9  average cases","21619.9  average cases","20690.6  average cases","20226.3  average cases","19732.4  average cases","18370.1  average cases","17025.7  average cases","15961.4  average cases","14971.3  average cases","14489.1  average cases","14144.4  average cases","13452.7  average cases","12717.9  average cases","12116.6  average cases","11485.7  average cases","11011.4  average cases","10526.1  average cases","10124.3  average cases","9291.6  average cases","8591  average cases","8015.7  average cases","7506.3  average cases","7040.9  average cases","6722.6  average cases","6490.9  average cases","5892.3  average cases","5592.1  average cases","5245.1  average cases","4931.9  average cases","4644.7  average cases","4452.9  average cases","4324.4  average cases","4235.1  average cases","4005.1  average cases","3833.7  average cases","3698  average cases","3580.7  average cases","3497.7  average cases","3434.6  average cases","3310  average cases","3201.4  average cases","3105.3  average cases","3031.9  average cases","2972.4  average cases","2926.1  average cases","2892  average cases","2831.6  average cases","2770  average cases","2706.4  average cases","2657.4  average cases","2593.9  average cases","2550.7  average cases","2501.9  average cases","2436.9  average cases","2391.3  average cases","2374.3  average cases","2320.6  average cases","2274.9  average cases","2248.9  average cases","2248.4  average cases","2223.7  average cases","2223.1  average cases","2228.6  average cases","2238.9  average cases","2251.7  average cases","2245.3  average cases","2245.6  average cases","2246.4  average cases","2235.6  average cases","2193.6  average cases","2200.4  average cases","2195.6  average cases","2200.7  average cases","2193.3  average cases","2217  average cases","2234  average cases","2267.6  average cases","2258.7  average cases","2264.3  average cases","2280.4  average cases","2282.4  average cases","2259.1  average cases","2240.1  average cases","2207  average cases","2183.6  average cases","2152.4  average cases","2114.3  average cases","2094.7  average cases","2055.1  average cases","2013.7  average cases","1957.9  average cases","1918.7  average cases","1885.1  average cases","1859.6  average cases","1829.4  average cases","1781.9  average cases","1745.6  average cases","1720.9  average cases","1695.4  average cases","1670.4  average cases","1656.6  average cases","1640  average cases","1620.6  average cases","1581.3  average cases","1563.6  average cases","1543.9  average cases","1514.6  average cases","1482.3  average cases","1459.1  average cases","1411.4  average cases","1392.4  average cases","1343  average cases","1296.4  average cases","1259.4  average cases","1238.1  average cases","1220  average cases","1177.9  average cases","1144.4  average cases","1121.6  average cases","1093.3  average cases","1059.9  average cases","1032.6  average cases","1011  average cases","992.1  average cases","965.1  average cases","935.1  average cases","924.1  average cases","912  average cases","896.9  average cases","886  average cases","799.1  average cases","823  average cases","832  average cases","842.6  average cases","841  average cases","846.4  average cases","849.7  average cases","912.9  average cases","890  average cases","873.3  average cases","856.3  average cases","856.4  average cases","861.7  average cases","875.3  average cases","891.6  average cases","891.1  average cases","910.6  average cases","931.9  average cases","942.9  average cases","953.6  average cases","967.1  average cases","1002.4  average cases","1040.1  average cases","1064.3  average cases","1117  average cases","1171.1  average cases","1217.1  average cases","1270.4  average cases","1346.3  average cases","1427.7  average cases","1541.4  average cases","1650.3  average cases","1751.4  average cases","1837.9  average cases","1892.6  average cases","2015  average cases","2261.9  average cases","2508.3  average cases","2710  average cases","2936.4  average cases","3143.9  average cases","3369.1  average cases","3737.9  average cases","3993.6  average cases","4251.7  average cases","4579.6  average cases","4918.6  average cases","5138.7  average cases","5378.1  average cases","5811  average cases","6234.1  average cases","6694.6  average cases","7046.6  average cases","7355.1  average cases","7654.1  average cases","7886.1  average cases","8362.1  average cases","8775.6  average cases","9206.1  average cases","9690.9  average cases","10112.3  average cases","10359.1  average cases","10658.7  average cases","10997.7  average cases","11435.4  average cases","11762.1  average cases","12078.1  average cases","12334.7  average cases","12506.9  average cases","12533.9  average cases","12844.9  average cases","13111.9  average cases","13312.7  average cases","13404.7  average cases","13527.1  average cases","13510.3  average cases","13434.1  average cases","13408.3  average cases","13309.7  average cases","13245.1  average cases","13146.7  average cases","13098.9  average cases","12998.3  average cases","12906.6  average cases","12795.3  average cases","12587  average cases","12374.9  average cases","12160.6  average cases","11852.7  average cases","11699.3  average cases","11562.9  average cases","11269.9  average cases","11016  average cases","10925.3  average cases","10725.6  average cases","10541.6  average cases","10397.3  average cases","10223.1  average cases","9278.6  average cases","9297  average cases","9065.4  average cases","8947.7  average cases","8854  average cases","8775.4  average cases","8775  average cases","9311.7  average cases","8894  average cases","8544.9  average cases","8216  average cases","7931.4  average cases","7740.9  average cases","7565.7  average cases","7341.7  average cases","7066.4  average cases","6856.7  average cases","6658.7  average cases","6496.1  average cases","6400.9  average cases","6346.6  average cases","6173.3  average cases","6064  average cases","5895.9  average cases","5797.7  average cases","5739.9  average cases","5661.6  average cases","5612.4  average cases","5490.9  average cases","5416  average cases","5387.6  average cases","5318  average cases","5230.9  average cases","5204.6  average cases","5189.4  average cases","5053.3  average cases","4990.1  average cases","4936.1  average cases","4935.6  average cases","4958  average cases","4978.1  average cases","5019.3  average cases","5196.3  average cases","5276.7  average cases","5365.4  average cases","5457.1  average cases","5552.7  average cases","5613.6  average cases","5612  average cases","5635.4  average cases","5694.7  average cases","5740.9  average cases","5759  average cases","5710.1  average cases","5692.3  average cases","5681.3  average cases","5707.9  average cases","5670.6  average cases","5649.6  average cases","5643.3  average cases","5630.9  average cases","5593  average cases","5586.7  average cases","5480.7  average cases","5390.1  average cases","5280  average cases","5037.9  average cases","4974  average cases","4942.1  average cases","4912.7  average cases","4877.3  average cases","4809.9  average cases","4743.7  average cases","4797  average cases","4729.3  average cases","4706.3  average cases","4665.9  average cases","4500.6  average cases","4421.1  average cases","4349.1  average cases","4007.7  average cases","3971.1  average cases","4108.6  average cases","4319.9  average cases","4763.7  average cases","5093.4  average cases","5508.1  average cases","6088.7  average cases","6352.9  average cases","6345.9  average cases","6270  average cases","6145.7  average cases","6068.7  average cases","5924.6  average cases","5849.9  average cases","5796  average cases","5799.7  average cases","5871.4  average cases","6083.3  average cases","6343.3  average cases","6866.3  average cases","7505  average cases","8269.1  average cases","9063.4  average cases","9983.9  average cases","12034.7  average cases","14735.4  average cases","17839.4  average cases","21033  average cases","22636.3  average cases","23385.3  average cases","27006.4  average cases","34540.6  average cases","43404.9  average cases","51511.1  average cases","59150.7  average cases","63764  average cases","66331.9  average cases","69269.3  average cases","78412.3  average cases","88037.6  average cases","97505.6  average cases","105678.6  average cases","117126.3  average cases","123387.4  average cases","123267.9  average cases","123430.6  average cases","120303.1  average cases","116221.1  average cases","112058.3  average cases","107655.4  average cases","105030.3  average cases","102796.3  average cases","94235.6  average cases","92064.6  average cases","88435  average cases","84960.9  average cases","81133.3  average cases","78476  average cases","76768.6  average cases","75227.6  average cases","66720.6  average cases","59710.3  average cases","53198.7  average cases","47708.4  average cases","44994  average cases","43157.3  average cases","38587.9  average cases","34655.9  average cases","31135.1  average cases","28202  average cases","25747.4  average cases","24434.6  average cases","23623.9  average cases","21310  average cases","19207  average cases","17619.4  average cases","16228  average cases","14945.1  average cases","14278.7  average cases","13664  average cases","12275.6  average cases","11245.1  average cases","10259.3  average cases","9401.3  average cases","8596.4  average cases","8192.6  average cases","7918.7  average cases","6871.7  average cases","6353.6  average cases","5819.7  average cases","5401.7  average cases","5077.1  average cases","4860.3  average cases","4687  average cases","4670.3  average cases","4323.4  average cases","4092.1  average cases","3866.6  average cases","3632  average cases","3551.6  average cases","3469.6  average cases","3281.3  average cases","3088.1  average cases","2953.3  average cases","2807.9  average cases","2691.4  average cases","2602.3  average cases","2525.6  average cases","2385.7  average cases","2291.4  average cases","2217.6  average cases","2184.9  average cases","2143.9  average cases","2110.9  average cases","2114.7  average cases","2089.1  average cases","2145.1  average cases","2114.4  average cases","2113.4  average cases","2114.6  average cases","2141.7  average cases","2178.3  average cases","2206.9  average cases","2162.6  average cases","2218  average cases","2239.1  average cases","2329  average cases","2369.4  average cases","2399.9  average cases","2528.4  average cases","2621  average cases","2729.3  average cases","2818  average cases","2864.7  average cases","2912.6  average cases","2976.7  average cases","3070.1  average cases","3176.7  average cases","3262.9  average cases","3359.6  average cases","3456.4  average cases","3546  average cases","3569.3  average cases","3832.4  average cases","4084.6  average cases","4318.9  average cases","4570.3  average cases","4782.9  average cases","4916.4  average cases","5093.7  average cases","5313  average cases","5550.6  average cases","5806.6  average cases","6019.3  average cases","6219.6  average cases","6389.3  average cases","6615.1  average cases","6981  average cases","7327  average cases","7665.9  average cases","8005  average cases","8348.7  average cases","8563.1  average cases","8690  average cases","9042.7  average cases","9334.3  average cases","9637.7  average cases","9949.7  average cases","10310.1  average cases","10553.6  average cases","10813.1  average cases","11458.1  average cases","12063.7  average cases","12617.4  average cases","13058.7  average cases","13414.4  average cases","13552.4  average cases","13665.1  average cases","13964.7  average cases","14236  average cases","14425.6  average cases","14550.1  average cases","14580.3  average cases","14566.4  average cases","14452  average cases","12906.4  average cases","13735  average cases","14246.3  average cases","14610.6  average cases","14932.9  average cases","15184  average cases","15440  average cases","17213.3  average cases","16489.4  average cases","16062.6  average cases","15749.3  average cases","15601.1  average cases","15493.6  average cases","15382.9  average cases","15020.7  average cases","14739.9  average cases","14543  average cases","14463  average cases","14389.1  average cases","14450.1  average cases","14509.3  average cases","14470.9  average cases","14830.3  average cases","15040  average cases","15300.9  average cases","15508.1  average cases","15691.6  average cases","15900.1  average cases","16515.3  average cases","16751.1  average cases","17035.1  average cases","17181.3  average cases","17417.9  average cases","17396.3  average cases","17259.7  average cases","15465.4  average cases","16339.7  average cases","16802.9  average cases","17232  average cases","17550.1  average cases","17841  average cases","18103  average cases","20172.3  average cases","19494.1  average cases","19230.7  average cases","19052.1  average cases","18854.3  average cases","18769.9  average cases","18679.1  average cases","18529.7  average cases","18346.6  average cases","18095  average cases","17779.6  average cases","17541  average cases","17318.6  average cases","17153.1  average cases","16844.3  average cases","16479.3  average cases","16083  average cases","15705.3  average cases","15242.4  average cases","14946  average cases","14709.3  average cases","14191.6  average cases","13721.4  average cases","13302.4  average cases","12906.9  average cases","12590.1  average cases","12407.9  average cases","12258.9  average cases","11815.9  average cases","11387.9  average cases","11048.1  average cases","10769.9  average cases","10474.3  average cases","10273.1  average cases","10128.9  average cases","9761.9  average cases","9571.4  average cases","9361.1  average cases","9174.9  average cases","8998.9  average cases","8921.4  average cases","8812.9  average cases","8675.1  average cases","8463.6  average cases","8259.3  average cases","8055  average cases","7904.3  average cases","7727.1  average cases","7592.7  average cases","7304  average cases","7042.7  average cases","6816.4  average cases","6618.9  average cases","6348.9  average cases","6168.9  average cases","5982.3  average cases","5170.4  average cases","5190.4  average cases","5061.3  average cases","4928  average cases","4840.1  average cases","4800.4  average cases","4783  average cases","5122.9  average cases","4718.3  average cases","4499.4  average cases","4321.4  average cases","4176.7  average cases","4107  average cases","4029.4  average cases","3905.7  average cases","3807.1  average cases","3726  average cases","3676.6  average cases","3629.4  average cases","3601.3  average cases","3587  average cases","3571.6  average cases","3535.1  average cases","3542.4  average cases","3504.4  average cases","3466.9  average cases","3444.6  average cases","3397.3  average cases","3295.6  average cases","3218  average cases","3108.3  average cases","3028.7  average cases","2966.9  average cases","2916  average cases","2888.6  average cases","2804.7  average cases","2755.1  average cases","2730.1  average cases","2710  average cases","2680.3  average cases","2652.6  average cases","2631  average cases","2641.1  average cases","2635.3  average cases","2619.4  average cases","2626.6  average cases","2617.3  average cases","2608.6  average cases","2610.7  average cases","2600  average cases","2604.1  average cases","2627  average cases","2651.6  average cases","2697.3  average cases","2738.3  average cases","2780.9  average cases","2853.1  average cases","2984.1  average cases","3090.1  average cases","3171.3  average cases","3256  average cases","3308.6  average cases","3372  average cases","3528.7  average cases","3530.6  average cases","3555.1  average cases","3600.4  average cases","3561.9  average cases","3542.4  average cases","3422.7  average cases","2908  average cases","2328.3  average cases"],"marker":{"color":"rgba(255,127,14,1)","line":{"color":"rgba(255,127,14,1)"}},"error_y":{"color":"rgba(255,127,14,1)"},"error_x":{"color":"rgba(255,127,14,1)"},"xaxis":"x","yaxis":"y","frame":null}],"highlight":{"on":"plotly_click","persistent":false,"dynamic":false,"selectize":false,"opacityDim":0.2,"selected":{"opacity":1},"debounce":0},"shinyEvents":["plotly_hover","plotly_click","plotly_selected","plotly_relayout","plotly_brushed","plotly_brushing","plotly_clickannotation","plotly_doubleclick","plotly_deselect","plotly_afterplot","plotly_sunburstclick"],"base_url":"https://plot.ly"},"evals":[],"jsHooks":[]}</script>

---

# Parameterized Reports

## Parameterized reports allow you to create a single report for multiple audiences or purposes

- Including the 'params' option in the YAML allows you to 
  - Specify filters 
  - Change content 
  - Otherwise customize reports

---

# Interactive Parameterized Reports

## Interactive parameterized reports takes this one step further

- Create a simple interface that lets a user choose the parameters before the report is knitted.
- Instead of supplying the parameters in the YAML, you instead define inputs

---