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# System prepended metadata

title: Action Items

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---
title: Action Items
---

## Priority
- [ ]     1. Designing Portal Visualizaiton
    - [ ] Overview
    - [ ] Trend by Country
- [ ]     2. Content of plots
    - [ ] Global map
    - [ ] US map
    - [ ] Daily trend: confirmed & death
    - [ ] Cumulative trend: confirmed & death
- [ ]     3. Data Table Pipeline
- [ ]     4. Forecasting

## Breakdown

- Visualizations (plotly + ggplot2)
    - [x]     1. Fix U.S. top 10 time-series plot (Peter)
    - [x]     2. Add # of active cases to the odometers (Peter)
    - [ ]     3. Change the trend plot to: (Wenyan)
        - [x] Daily news cases as histogram
        - Moving Average
            - [ ] Overlay moving average (short-term EMA, long-term EMA)
            - [ ] Remove moving average days feature
            - [ ] Check boxes for `Short-term Trend` and `Long-term Trend` (Multiple selections)
                - Consider using EMA over SMA
            - [ ] Check boxes for `90 Days` or `All` (Single selection)
            - [ ] Add `Active` to metric selection
    - [ ]     4. Global heat map w/ animation or timeline (Peter)
        - can we try to plot confirmed_per_million (easy distinguish)?
        - can we customize the colors with own scale?
        - can we add a scale bar in the plot: 1, 5, 10, 50, 100, 250, >500?
- Split the project into 2 scripts
    - [x]     1. Data ingestion + preprocessing with scheduler (Peter)


## Tables
- [ ]     1. Global Cases
    - Index: country
    - Metrics: total confirmed, deaths, recovered, active, confirmed_per_million, deaths_per_million, active_per_million
    - Link: overall summary, top 10 county

- [ ]     2. Global Time Series Cases
    - Index: country
    - Metrics: daily confirmed cases
    - Link: EMA?

- [ ]     3. US cases
    - Index: FIPS, State-id
    - Metrics: total confirmed, deaths, recovered, active, confirmed_per_1000, deaths_per_1000, active_per_1000
    - Link: overall summary, top 10 county/state (linear)


- [ ]     4. US Time Series Cases
    - Index: FIPS, State-id
    - Metrics: daily confirmed cases
    - Link: EMA?

- [ ]     5. US daily confirmed vs daily test
    - Index: State-id
    - Metrics: test_per_1000, confirmed_per_1000
