# COVID-19 Public Data (v1)

Information note **COVID-19 Public Data is supported by the Singer community**   
This integration is powered by [Singer's](https://www.singer.io/) COVID-19 tap. For support, [visit the GitHub repo](https://github.com/singer-io/tap-covid-19) or [join the Singer Slack](https://singer-slackin.herokuapp.com/).

## COVID-19 Public Data integration summary

Stitch’s COVID-19 Public Data integration was developed in a collaboration between [Bytecode](https://bytecode.io/) and [Talend](https://www.talend.com/). It replicates data from multiple public data sources using the [GitHub REST API v3](https://developer.github.com/v3/). Refer to the [Schema](https://help.qlik.com/en-US/stitch/integrations/saas/covid-19#schema) section for a list of objects available for replication.

## COVID-19 Public Data feature snapshot

A high-level look at Stitch's COVID-19 Public Data (v1) integration, including release status, useful links, and the features supported in Stitch.

| **STITCH** |  |  |  |
| --- | --- | --- | --- |
| **[Release status](https://help.qlik.com/en-US/stitch/integrations/identify-an-integration-version)** | Released on April 2, 2020 | **Supported by**<br><br>the Info icon<br><br>Indicates if the integration is supported by Stitch or the Singer community. | [Singer Community](https://www.singer.io/) |
| **Stitch plan**<br><br>the Info icon<br><br>The type of Stitch plan required to use the integration. | Standard | **[API availability](https://help.qlik.com/en-US/stitch/developers/stitch-connect/guides/source-destination-reference)**<br><br>the Info icon<br><br>Indicates if the integration is available as a source in Stitch Connect. | the Success icon<br><br>This version of the integration is available via the API.<br><br><br>Available |
| **Singer GitHub repository** | [singer-io/tap-covid-19](https://github.com/singer-io/tap-covid-19) |  |  |
| **REPLICATION SETTINGS** |  |  |  |
| **[Anchor Scheduling](https://help.qlik.com/en-US/stitch/replication/replication-scheduling/anchor-scheduling)**<br><br>the Info icon<br><br>A type of replication scheduling where an integration's Replication Frequency is anchored to a time you select. | the Success icon<br><br>This feature is supported for this version of the integration.<br><br><br>Supported | **[Advanced Scheduling](https://help.qlik.com/en-US/stitch/replication/replication-scheduling/advanced-scheduling)**<br><br>the Info icon<br><br>A type of replication scheduling that allows you to specify granular start times for data extraction using cron expressions. | the Success icon<br><br>This feature is supported for this version of the integration.<br><br><br>Supported |
| **Table-level reset**<br><br>the Info icon<br><br>Indicates if data can be reset at the table level. If unsupported, data can only be reset at the integration level. | the Remove icon<br><br>Table-level resets are not supported for this integration. Resets are only supported at the integration level.<br><br><br>Unsupported | **[Configurable Replication Methods](https://help.qlik.com/en-US/stitch/replication/replication-methods)**<br><br>the Info icon<br><br>Indicates if Replication Methods can be defined by you for tables in the integration. | the Remove icon<br><br>Configurable Replication Methods are not supported for this integration. Stitch will use pre-defined replication methods for tables you set to replicate.<br><br><br>Unsupported |
| **DATA SELECTION** |  |  |  |
| **Table selection**<br><br>the Info icon<br><br>The ability to select individual tables for replication in the Stitch interface. If table selection is unavailable, all tables and all the columns they contain will be set to replicate by default. | the Success icon<br><br>This feature is supported for this version of the integration.<br><br><br>Supported | **Column selection**<br><br>the Info icon<br><br>The ability to select individual columns for replication in the Stitch interface. If column selection is unavailable, all columns will be set to replicate by default. | the Success icon<br><br>This feature is supported for this version of the integration.<br><br><br>Supported |
| **Select all**<br><br>the Info icon<br><br>Indicates if the integration supports selecting all available tables and columns. | the Success icon<br><br>Supported<br><br><br>Supported |  |  |
| **TRANSPARENCY** |  |  |  |
| **[Extraction Logs](https://help.qlik.com/en-US/stitch/replication/extractions/integration-extraction-logs)**<br><br>the Info icon<br><br>Logs detailing the Extraction phase of the replication process for a given integration. Includes error info, should an error occur. | the Success icon<br><br>This feature is supported for this version of the integration.<br><br><br>Supported | **[Loading Reports](https://help.qlik.com/en-US/stitch/replication/integration-loading-reports)**<br><br>the Info icon<br><br>Reports detailing the Loading phase of the replication process for a given integration. Includes the number of rows loaded for each table and error info, should an error occur. | the Success icon<br><br>This feature is supported for this version of the integration.<br><br><br>Supported |

## Connecting COVID-19 Public Data

### COVID-19 Public Data setup requirements

To set up COVID-19 Public Data in Stitch, you need:

* **A regular (free) GitHub account.** The GitHub repo for this integration is public - no special access is required.

### Step 1: Create a GitHub personal access token

1. Sign into your GitHub account.

2. Click the **User menu (your icon) &gt; Settings**.

3. Click **Developer settings** in the navigation on the left side of the page.

4. Click **Personal access tokens**.

5. On the Personal access tokens page, click the **Generate new token** button. If prompted, enter your password.

6. In the **Description** field, enter `stitch`. This will allow you to easily identify what application is using the token.

7. In the **Select Scopes** section, check the **repo** option:

   ![Highlighted repo scopes on the GitHub Personal Access Tokens page](https://help.qlik.com/en-US/stitch/images/integrations/github-token-scopes.png)Highlighted repo scopes on the GitHub Personal Access Tokens pageHighlighted repo scopes on the GitHub Personal Access Tokens page

   **Note**: While these are full permissions, Stitch will only ever read your data. The **repo** scope is required due to how GitHub structures permissions.

8. Click the **Generate token** button.

9. The new access token will display on the next page. **Copy the token before navigating away from the page** - GitHub won’t display it again.

### Step 2: Add COVID-19 Public Data as a Stitch data source

1. [Sign into your Stitch account](https://app.stitchdata.com/).

2. On the Stitch Dashboard page, click the **Add Integration** button.

3. Click the **COVID-19** icon.

4. Enter a name for the integration. This is the name that will display on the Stitch Dashboard for the integration; it’ll also be used to create the schema in your destination.

   For example, the name “Stitch COVID-19 Public Data” would create a schema called `stitch_covid_19_public_data` in the destination. **Note**: Schema names cannot be changed after you save the integration.

5. In the **GitHub Access Token** field, paste the access token you created in [Step 1](https://help.qlik.com/en-US/stitch/integrations/saas/covid-19#create-access-token).

### Step 3: Define the historical replication start date

The Sync Historical Data setting defines the starting date for your COVID-19 Public Data integration. This means that data **equal to or newer than this date** will be replicated to your data warehouse.

Change this setting if you want to replicate data beyond COVID-19 Public Data’s default setting of **1 year**. For a detailed look at historical replication jobs, check out the [Syncing Historical SaaS Data](https://help.qlik.com/en-US/stitch/replication/syncing-historical-saas-data-resetting-replication-keys) guide.

### Step 4: Create a replication schedule

Information note Replication schedules affect the time Extraction begins, not the time to data loaded. Refer to the [Replication Scheduling](https://help.qlik.com/en-US/stitch/replication/replication-scheduling) documentation for more information.

In the **Replication Frequency** section, you’ll create the integration’s [replication schedule](https://help.qlik.com/en-US/stitch/replication/replication-scheduling). An integration’s replication schedule determines how often Stitch runs a replication job, and the time that job begins.

COVID-19 Public Data integrations support the following replication scheduling methods:

* [Replication Frequency](https://help.qlik.com/en-US/stitch/replication/replication-scheduling/replication-frequency)

* [Anchor Scheduling](https://help.qlik.com/en-US/stitch/replication/replication-scheduling/anchor-scheduling)

* [Advanced Scheduling using Cron](https://help.qlik.com/en-US/stitch/replication/replication-scheduling/advanced-scheduling) (Advanced or Premium plans only)

To keep your row usage low, consider setting the integration to replicate less frequently. See the [Understanding and Reducing Your Row Usage guide](https://help.qlik.com/en-US/stitch/getting-started/understanding-stitch-usage) for tips on reducing your usage.

### Step 5: Set objects to replicate

Information note **Is an object missing or not replicating?** Verify that the object meets the requirements for [selection](https://help.qlik.com/en-US/stitch/replication/extractions/data-selection/setting-tables-and-columns-to-replicate#selection-requirements) and [replication](https://help.qlik.com/en-US/stitch/replication/extractions/data-selection/setting-tables-and-columns-to-replicate#replication-requirements).

The last step is to select the tables and columns you want to replicate. [Learn about the available tables for this integration.](https://help.qlik.com/en-US/stitch/integrations/saas/covid-19#schema)

**Note**: If a replication job is currently in progress, new selections won’t be used until the next job starts.

* Selection options
* Individual tables and columns
* All tables and columns

For COVID-19 Public Data integrations, you can select:

1. **Individual tables and columns**

2. **All tables and columns**

Click the tabs to view instructions for each selection method.

1. In the integration’s **Tables to Replicate tab**, locate a table you want to replicate.

2. To track a table, click the **checkbox** next to the table’s name. A blue checkmark means the table is set to replicate.

3. To track a column, click the **checkbox** next to the column’s name. A blue checkmark means the column is set to replicate.

4. Repeat this process for all the tables and columns you want to replicate.

5. When finished, click the **Finalize Your Selections** button at the bottom of the screen to save your selections.

Information note **Important**: Using the **Select All** feature will overwrite any previous selections. However, selections aren’t final until **Finalize Your Selections** is clicked. Clicking **Cancel** will restore your previous selections. Refer to the [Select All guide](https://help.qlik.com/en-US/stitch/replication/extractions/data-selection/setting-tables-and-columns-to-replicate#set-all-data-to-replicate) for more info about this feature.

1. Click into the integration from the Stitch Dashboard page.

2. Click the **Tables to Replicate** tab.

3. In the list of tables, click the box next to the **Table Names** column.

4. In the menu that displays, click **Track all Tables and Fields**:

   ![The Track all Tables and Fields menu in the Tables to Replicate tab](https://help.qlik.com/en-US/stitch/images/replication/select-all-tables-menu.png)The Track all Tables and Fields menu in the Tables to Replicate tabThe Track all Tables and Fields menu in the Tables to Replicate tab

5. Click the **Finalize Your Selections** button at the bottom of the page to save your data selections.

### Initial and historical replication jobs

After you finish setting up COVID-19 Public Data, its **Sync Status** may show as **Pending** on either the Stitch Dashboard or in the Integration Details page.

For a new integration, a **Pending** status indicates that Stitch is in the process of scheduling the initial replication job for the integration. **This may take some time to complete.**

Information note

**Initial replication jobs with Anchor Scheduling**

If using Anchor Scheduling, an initial replication job may not kick off immediately. This depends on the selected Replication Frequency and Anchor Time. Refer to the [Anchor Scheduling](https://help.qlik.com/en-US/stitch/replication/replication-scheduling#job-scheduling-and-anchor-times) documentation for more information.

#### Free historical data loads

The first seven days of replication, beginning when data is first replicated, are free. Rows replicated from the new integration during this time won’t count towards your quota. Stitch offers this as a way of testing new integrations, measuring usage, and ensuring historical data volumes don’t quickly consume your quota.

Information note **Replication will continue after the seven days are over**. If you’re no longer interested in this source, be sure to **pause** or **delete** the integration to prevent unwanted usage.

## COVID-19 Public Data table reference

Information note

**Schemas and versioning**

Schemas and naming conventions can change from version to version, so we recommend verifying your integration’s version before continuing.

The schema and info displayed below is for **version 1** of this integration.

This is the latest version of the COVID-19 Public Data integration.

Information note

**Table and column names in your destination**

Depending on your destination, table and column names may not appear as they are outlined below.

For example: Object names are lowercased in Redshift (`CusTomERs` &gt; `customers`), while case is maintained in PostgreSQL destinations (`CusTomERs` &gt; `CusTomERs`). Refer to the [Loading Guide](https://help.qlik.com/en-US/stitch/replication/loading/destination-guides) for your destination for more info.

### c19\_trk\_us\_daily

The `c19_trk_us_daily` table contains statistics for the United States, aggregated by day.

**Note**: The source file for this table is a single file that updates on a daily basis. When Stitch replicates this table, it will replicate the entire contents of the file, but only if the file has been modified since the integration’s last replication job.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Key ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [COVID-19 Public Data documentation](https://github.com/COVID19Tracking "Opens in new tab: COVID-19 Public Data documentation")<br><br><br>[c19_trk_us_daily schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/c19_trk_us_daily.json "Opens in new tab: c19_trk_us_daily schema on GitHub") |

c19\_trk\_us\_daily table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **date**<br><br><br>DATE |
| **date\_checked**<br><br><br>DATE-TIME |
| **death**<br><br><br>INTEGER |
| **death\_increase**<br><br><br>INTEGER |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **hospitalized**<br><br><br>INTEGER |
| **hospitalized\_increase**<br><br><br>INTEGER |
| **negative**<br><br><br>INTEGER |
| **negative\_increase**<br><br><br>INTEGER |
| **pending**<br><br><br>INTEGER |
| **pos\_neg**<br><br><br>INTEGER |
| **positive**<br><br><br>INTEGER |
| **positive\_increase**<br><br><br>INTEGER |
| **states**<br><br><br>INTEGER |
| **total**<br><br><br>INTEGER |
| **total\_test\_results**<br><br><br>INTEGER |
| **total\_test\_results\_increase**<br><br><br>INTEGER |

### c19\_trk\_us\_population\_counties

The `c19_trk_us_population_counties` table contains statistics for reporting counties in the United States.

**Note**: The source file for this table is a single file that updates on a daily basis. When Stitch replicates this table, it will replicate the entire contents of the file, but only if the file has been modified since the integration’s last replication job.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Key ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [COVID-19 Public Data documentation](https://github.com/COVID19Tracking "Opens in new tab: COVID-19 Public Data documentation")<br><br><br>[c19_trk_us_population_counties schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/c19_trk_us_population_counties.json "Opens in new tab: c19_trk_us_population_counties schema on GitHub") |

c19\_trk\_us\_population\_counties table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **county**<br><br><br>STRING |
| **geo\_id**<br><br><br>STRING |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **pop\_density**<br><br><br>NUMBER |
| **population**<br><br><br>INTEGER |
| **state**<br><br><br>STRING |
| **state\_name**<br><br><br>STRING |

### c19\_trk\_us\_population\_states

The `c19_trk_us_population_states` table contains population statistics for states in the United States.

**Note**: The source file for this table is a single file that updates on a daily basis. When Stitch replicates this table, it will replicate the entire contents of the file, but only if the file has been modified since the integration’s last replication job.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Key ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [COVID-19 Public Data documentation](https://github.com/COVID19Tracking "Opens in new tab: COVID-19 Public Data documentation")<br><br><br>[c19_trk_us_population_states schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/c19_trk_us_population_states.json "Opens in new tab: c19_trk_us_population_states schema on GitHub") |

c19\_trk\_us\_population\_states table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **geo\_id**<br><br><br>STRING |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **pop\_density**<br><br><br>NUMBER |
| **population**<br><br><br>INTEGER |
| **state**<br><br><br>STRING |
| **state\_name**<br><br><br>STRING |

### c19\_trk\_us\_population\_states\_age\_groups

The `c19_trk_us_population_states_age_groups` table contains population statistics in the United States, aggregated by age group and state.

**Note**: The source file for this table is a single file that updates on a daily basis. When Stitch replicates this table, it will replicate the entire contents of the file, but only if the file has been modified since the integration’s last replication job.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Key ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [COVID-19 Public Data documentation](https://github.com/COVID19Tracking "Opens in new tab: COVID-19 Public Data documentation")<br><br><br>[c19_trk_us_population_states_age_groups schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/c19_trk_us_population_states_age_groups.json "Opens in new tab: c19_trk_us_population_states_age_groups schema on GitHub") |

c19\_trk\_us\_population\_states\_age\_groups table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **agegroup**<br><br><br>STRING |
| **geo\_id**<br><br><br>STRING |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **pct\_pop**<br><br><br>NUMBER |
| **population**<br><br><br>INTEGER |
| **state**<br><br><br>STRING |
| **state\_name**<br><br><br>STRING |

### c19\_trk\_us\_states\_acs\_health\_insurance

The `c19_trk_us_states_acs_health_insurance` table contains health insurance statistics for the United States.

**Note**: The source file for this table is a single file that updates on a daily basis. When Stitch replicates this table, it will replicate the entire contents of the file, but only if the file has been modified since the integration’s last replication job.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Key ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [COVID-19 Public Data documentation](https://github.com/COVID19Tracking "Opens in new tab: COVID-19 Public Data documentation")<br><br><br>[c19_trk_us_states_acs_health_insurance schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/c19_trk_us_states_acs_health_insurance.json "Opens in new tab: c19_trk_us_states_acs_health_insurance schema on GitHub") |

c19\_trk\_us\_states\_acs\_health\_insurance table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **acs\_variable**<br><br><br>STRING |
| **age\_group**<br><br><br>STRING |
| **concept**<br><br><br>STRING |
| **coverage\_type**<br><br><br>STRING |
| **employed**<br><br><br>STRING |
| **estimate**<br><br><br>NUMBER |
| **estimate\_type**<br><br><br>STRING |
| **geo\_id**<br><br><br>STRING |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **label**<br><br><br>STRING |
| **labor\_force**<br><br><br>STRING |
| **margin\_of\_error**<br><br><br>NUMBER |
| **state**<br><br><br>STRING |
| **state\_name**<br><br><br>STRING |

### c19\_trk\_us\_states\_current

The `c19_trk_us_states_current` table contains current statistics for states in the United States.

**Note**: The source file for this table is a single file that updates on a daily basis. When Stitch replicates this table, it will replicate the entire contents of the file, but only if the file has been modified since the integration’s last replication job.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Key ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [COVID-19 Public Data documentation](https://covidtracking.com/api#apistates---states-current-values "Opens in new tab: COVID-19 Public Data documentation")<br><br><br>[c19_trk_us_states_current schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/c19_trk_us_states_current.json "Opens in new tab: c19_trk_us_states_current schema on GitHub") |

c19\_trk\_us\_states\_current table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **check\_time\_et**<br><br><br>STRING |
| **commercial\_score**<br><br><br>INTEGER |
| **date\_checked**<br><br><br>DATE-TIME |
| **date\_modified**<br><br><br>DATE-TIME |
| **death**<br><br><br>INTEGER |
| **fips**<br><br><br>STRING |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **grade**<br><br><br>STRING |
| **hospitalized**<br><br><br>INTEGER |
| **last\_update\_et**<br><br><br>STRING |
| **negative**<br><br><br>INTEGER |
| **negative\_regular\_score**<br><br><br>INTEGER |
| **notes**<br><br><br>STRING |
| **pending**<br><br><br>INTEGER |
| **positive**<br><br><br>INTEGER |
| **positive\_score**<br><br><br>INTEGER |
| **score**<br><br><br>INTEGER |
| **state**<br><br><br>STRING |
| **total**<br><br><br>INTEGER |
| **total\_test\_results**<br><br><br>INTEGER |

### c19\_trk\_us\_states\_daily

The `c19_trk_us_states_daily` table contains historical data for states in the United States, aggregated by day. **Note**: COVID-19 Public Data updates this data every day at 4PM ET.

**Note**: The source file for this table is a single file that updates on a daily basis. When Stitch replicates this table, it will replicate the entire contents of the file, but only if the file has been modified since the integration’s last replication job.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Key ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [COVID-19 Public Data documentation](https://covidtracking.com/api#apistatesdaily---states-historical-data "Opens in new tab: COVID-19 Public Data documentation")<br><br><br>[c19_trk_us_states_daily schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/c19_trk_us_states_daily.json "Opens in new tab: c19_trk_us_states_daily schema on GitHub") |

c19\_trk\_us\_states\_daily table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **date**<br><br><br>DATE |
| **date\_checked**<br><br><br>DATE-TIME |
| **death**<br><br><br>INTEGER |
| **death\_increase**<br><br><br>INTEGER |
| **fips**<br><br><br>STRING |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **hospitalized**<br><br><br>INTEGER |
| **hospitalized\_increase**<br><br><br>INTEGER |
| **negative**<br><br><br>INTEGER |
| **negative\_increase**<br><br><br>INTEGER |
| **pending**<br><br><br>INTEGER |
| **positive**<br><br><br>INTEGER |
| **positive\_increase**<br><br><br>INTEGER |
| **state**<br><br><br>STRING |
| **total**<br><br><br>INTEGER |
| **total\_test\_results**<br><br><br>INTEGER |
| **total\_test\_results\_increase**<br><br><br>INTEGER |

### c19\_trk\_us\_states\_info

The `c19_trk_us_states_info` table contains information about states in the United States.

**Note**: The source file for this table is a single file that updates on a daily basis. When Stitch replicates this table, it will replicate the entire contents of the file, but only if the file has been modified since the integration’s last replication job.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Key ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [COVID-19 Public Data documentation](https://covidtracking.com/api#apistatesinfo---states-information "Opens in new tab: COVID-19 Public Data documentation")<br><br><br>[c19_trk_us_states_info schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/c19_trk_us_states_info.json "Opens in new tab: c19_trk_us_states_info schema on GitHub") |

c19\_trk\_us\_states\_info table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **covid19\_site**<br><br><br>STRING |
| **covid19\_site\_old**<br><br><br>STRING |
| **covid19\_site\_secondary**<br><br><br>STRING |
| **fips**<br><br><br>STRING |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **name**<br><br><br>STRING |
| **notes**<br><br><br>STRING |
| **pui**<br><br><br>STRING |
| **pum**<br><br><br>STRING |
| **state**<br><br><br>STRING |
| **twitter**<br><br><br>STRING |

### c19\_trk\_us\_states\_kff\_hospital\_beds

The `c19_trk_us_states_kff_hospital_beds` table contains statistics about hospital beds per 1,000 population, segmented by hospital ownership type.

**Note**: The source file for this table is a single file that updates on a daily basis. When Stitch replicates this table, it will replicate the entire contents of the file, but only if the file has been modified since the integration’s last replication job.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Key ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [COVID-19 Public Data documentation](https://www.kff.org/other/state-indicator/beds-by-ownership/?currentTimeframe=0&sortModel={"colId":"Location","sort":"asc"} "Opens in new tab: COVID-19 Public Data documentation")<br><br><br>[c19_trk_us_states_kff_hospital_beds schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/c19_trk_us_states_kff_hospital_beds.json "Opens in new tab: c19_trk_us_states_kff_hospital_beds schema on GitHub") |

c19\_trk\_us\_states\_kff\_hospital\_beds table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **for\_profit**<br><br><br>NUMBER |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **non\_profit**<br><br><br>NUMBER |
| **state**<br><br><br>STRING |
| **state\_local\_government**<br><br><br>NUMBER |
| **state\_name**<br><br><br>STRING |
| **total**<br><br><br>NUMBER |

### eu\_daily

The `eu_daily` table contains statistics for the European Union, aggregated by day. This data is sourced from the [covid19-eu-data](https://github.com/covid19-eu-zh/covid19-eu-data) GitHub repository.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Keys ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number<br><br>git\_path |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [COVID-19 Public Data documentation](https://github.com/covid19-eu-zh/covid19-eu-data "Opens in new tab: COVID-19 Public Data documentation")<br><br><br>[eu_daily schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/eu_daily.json "Opens in new tab: eu_daily schema on GitHub") |

eu\_daily table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **cases**<br><br><br>NUMBER |
| **cases\_100k\_pop**<br><br><br>NUMBER |
| **cases\_lower**<br><br><br>INTEGER |
| **cases\_upper**<br><br><br>INTEGER |
| **country**<br><br><br>STRING |
| **date**<br><br><br>DATE |
| **datetime**<br><br><br>DATE-TIME |
| **deaths**<br><br><br>NUMBER |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **hospitalized**<br><br><br>NUMBER |
| **intensive\_care**<br><br><br>INTEGER |
| **lau**<br><br><br>STRING |
| **nuts\_1**<br><br><br>STRING |
| **nuts\_2**<br><br><br>STRING |
| **nuts\_3**<br><br><br>STRING |
| **percent**<br><br><br>NUMBER |
| **population**<br><br><br>NUMBER |
| **quarantine**<br><br><br>INTEGER |
| **recovered**<br><br><br>INTEGER |
| **tests**<br><br><br>INTEGER |

### eu\_ecdc\_daily

The `eu_ecdc_daily` table contains statistics reported to the European Centre for Disease Prevention and Control, segmented by day.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Keys ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number<br><br>git\_path |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [COVID-19 Public Data documentation](https://github.com/covid19-eu-zh/covid19-eu-data "Opens in new tab: COVID-19 Public Data documentation")<br><br><br>[eu_ecdc_daily schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/eu_ecdc_daily.json "Opens in new tab: eu_ecdc_daily schema on GitHub") |

eu\_ecdc\_daily table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **cases**<br><br><br>NUMBER |
| **country**<br><br><br>STRING |
| **date**<br><br><br>DATE |
| **datetime**<br><br><br>DATE-TIME |
| **deaths**<br><br><br>NUMBER |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |

### italy\_national\_daily

The `italy_national_daily` table contains statistics for Italy, segmented by day.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Keys ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number<br><br>git\_path |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [COVID-19 Public Data documentation](https://github.com/pcm-dpc/COVID-19#andamento-nazionale "Opens in new tab: COVID-19 Public Data documentation")<br><br><br>[italy_national_daily schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/italy_national_daily.json "Opens in new tab: italy_national_daily schema on GitHub") |

italy\_national\_daily table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **country**<br><br><br>STRING |
| **date**<br><br><br>DATE |
| **date\_of\_notification**<br><br><br>DATE-TIME |
| **datetime**<br><br><br>DATE-TIME |
| **deaths**<br><br><br>INTEGER |
| **discharged\_recovered**<br><br><br>INTEGER |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **home\_isolation**<br><br><br>INTEGER |
| **hospitalized\_with\_symptoms**<br><br><br>INTEGER |
| **intensive\_care**<br><br><br>INTEGER |
| **new\_currently\_positive**<br><br><br>INTEGER |
| **note\_en**<br><br><br>STRING |
| **note\_it**<br><br><br>STRING |
| **tested**<br><br><br>INTEGER |
| **total\_cases**<br><br><br>INTEGER |
| **total\_currently\_positive**<br><br><br>INTEGER |
| **total\_hospitalized**<br><br><br>INTEGER |

### italy\_provincial\_daily

The `italy_provincial_daily` table contains statistics for Italian provinces, segmented by day.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Keys ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number<br><br>git\_path |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [COVID-19 Public Data documentation](https://github.com/pcm-dpc/COVID-19#dati-per-provincia "Opens in new tab: COVID-19 Public Data documentation")<br><br><br>[italy_provincial_daily schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/italy_provincial_daily.json "Opens in new tab: italy_provincial_daily schema on GitHub") |

italy\_provincial\_daily table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **country**<br><br><br>STRING |
| **date**<br><br><br>DATE |
| **date\_of\_notification**<br><br><br>DATE-TIME |
| **datetime**<br><br><br>DATE-TIME |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **lat**<br><br><br>NUMBER |
| **long**<br><br><br>NUMBER |
| **note\_en**<br><br><br>STRING |
| **note\_it**<br><br><br>STRING |
| **province**<br><br><br>STRING |
| **province\_abbr**<br><br><br>STRING |
| **province\_code**<br><br><br>STRING |
| **region**<br><br><br>STRING |
| **region\_code**<br><br><br>STRING |
| **total\_cases**<br><br><br>INTEGER |

### italy\_regional\_daily

The `italy_regional_daily` table contains statistics for Italian regions, segmented by day.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Keys ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number<br><br>git\_path |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [COVID-19 Public Data documentation](https://github.com/pcm-dpc/COVID-19#dati-per-regione "Opens in new tab: COVID-19 Public Data documentation")<br><br><br>[italy_regional_daily schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/italy_regional_daily.json "Opens in new tab: italy_regional_daily schema on GitHub") |

italy\_regional\_daily table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **country**<br><br><br>STRING |
| **date**<br><br><br>DATE |
| **date\_of\_notification**<br><br><br>DATE-TIME |
| **datetime**<br><br><br>DATE-TIME |
| **deaths**<br><br><br>INTEGER |
| **discharged\_recovered**<br><br><br>INTEGER |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **home\_isolation**<br><br><br>INTEGER |
| **hospitalized\_with\_symptoms**<br><br><br>INTEGER |
| **intensive\_care**<br><br><br>INTEGER |
| **lat**<br><br><br>NUMBER |
| **long**<br><br><br>NUMBER |
| **new\_currently\_positive**<br><br><br>INTEGER |
| **note\_en**<br><br><br>STRING |
| **note\_it**<br><br><br>STRING |
| **region**<br><br><br>STRING |
| **region\_code**<br><br><br>STRING |
| **tested**<br><br><br>INTEGER |
| **total\_cases**<br><br><br>INTEGER |
| **total\_currently\_positive**<br><br><br>INTEGER |
| **total\_hospitalized**<br><br><br>INTEGER |

### jh\_csse\_daily

The `jh_csse_daily` table contains data collected by [Johns Hopkins CSSE](https://github.com/CSSEGISandData/COVID-19).

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Keys ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number<br><br>git\_path |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [COVID-19 Public Data documentation](https://github.com/CSSEGISandData/COVID-19 "Opens in new tab: COVID-19 Public Data documentation")<br><br><br>[jh_csse_daily schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/jh_csse_daily.json "Opens in new tab: jh_csse_daily schema on GitHub") |

jh\_csse\_daily table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **active**<br><br><br>INTEGER |
| **admin\_area**<br><br><br>STRING |
| **combined\_key**<br><br><br>STRING |
| **confirmed**<br><br><br>INTEGER |
| **country\_region**<br><br><br>STRING |
| **country\_region\_cleansed**<br><br><br>STRING |
| **date**<br><br><br>DATE |
| **datetime**<br><br><br>DATE-TIME |
| **deaths**<br><br><br>INTEGER |
| **fips**<br><br><br>STRING |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **is\_a\_cruise**<br><br><br>BOOLEAN |
| **last\_update**<br><br><br>DATE-TIME |
| **latitude**<br><br><br>NUMBER |
| **longitude**<br><br><br>NUMBER |
| **province\_state**<br><br><br>STRING |
| **province\_state\_cleansed**<br><br><br>STRING |
| **recovered**<br><br><br>INTEGER |

### neherlab\_case\_counts

The `neherlab_case_counts` table contains [Neherlab Scenarios Data](https://github.com/neherlab/covid19_scenarios) from [Neherlab Biozentrum, Center for Computational Biology](https://neherlab.org/).

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Keys ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number<br><br>git\_path |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [neherlab_case_counts schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/neherlab_case_counts.json "Opens in new tab: neherlab_case_counts schema on GitHub") |

neherlab\_case\_counts table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **cases**<br><br><br>INTEGER |
| **date**<br><br><br>DATE |
| **datetime**<br><br><br>DATE-TIME |
| **deaths**<br><br><br>INTEGER |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **hospitalized**<br><br><br>INTEGER |
| **icu**<br><br><br>INTEGER |
| **location**<br><br><br>STRING |
| **recovered**<br><br><br>INTEGER |

### neherlab\_country\_codes

The `neherlab_country_codes` table contains [Neherlab Scenarios Data](https://github.com/neherlab/covid19_scenarios) from [Neherlab Biozentrum, Center for Computational Biology](https://neherlab.org/).

**Note**: The source file for this table is a single file that updates on a daily basis. When Stitch replicates this table, it will replicate the entire contents of the file, but only if the file has been modified since the integration’s last replication job.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Key ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [neherlab_country_codes schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/neherlab_country_codes.json "Opens in new tab: neherlab_country_codes schema on GitHub") |

neherlab\_country\_codes table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **alpha\_2**<br><br><br>STRING |
| **alpha\_3**<br><br><br>STRING |
| **country\_code**<br><br><br>STRING |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **intermediate\_region**<br><br><br>STRING |
| **intermediate\_region\_code**<br><br><br>STRING |
| **iso\_3166\_2**<br><br><br>STRING |
| **name**<br><br><br>STRING |
| **region**<br><br><br>STRING |
| **region\_code**<br><br><br>STRING |
| **sub\_region**<br><br><br>STRING |
| **sub\_region\_code**<br><br><br>STRING |

### neherlab\_icu\_capacity

The `neherlab_icu_capacity` table contains [Neherlab Scenarios Data](https://github.com/neherlab/covid19_scenarios) from [Neherlab Biozentrum, Center for Computational Biology](https://neherlab.org/).

**Note**: The source file for this table is a single file that updates on a daily basis. When Stitch replicates this table, it will replicate the entire contents of the file, but only if the file has been modified since the integration’s last replication job.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Keys ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number<br><br>git\_path |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [neherlab_icu_capacity schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/neherlab_icu_capacity.json "Opens in new tab: neherlab_icu_capacity schema on GitHub") |

neherlab\_icu\_capacity table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **acute\_care**<br><br><br>INTEGER |
| **acute\_care\_per\_100k**<br><br><br>INTEGER |
| **country**<br><br><br>STRING |
| **critical\_care**<br><br><br>INTEGER |
| **critical\_care\_per\_100k**<br><br><br>NUMBER |
| **gdp**<br><br><br>NUMBER |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **icu**<br><br><br>INTEGER |
| **imcu**<br><br><br>INTEGER |
| **percent\_of\_total**<br><br><br>NUMBER |

### neherlab\_population

The `neherlab_population` table contains [Neherlab Scenarios Data](https://github.com/neherlab/covid19_scenarios) from [Neherlab Biozentrum, Center for Computational Biology](https://neherlab.org/).

**Note**: The source file for this table is a single file that updates on a daily basis. When Stitch replicates this table, it will replicate the entire contents of the file, but only if the file has been modified since the integration’s last replication job.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Keys ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number<br><br>git\_path |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [neherlab_population schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/neherlab_population.json "Opens in new tab: neherlab_population schema on GitHub") |

neherlab\_population table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **country**<br><br><br>STRING |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **hemisphere**<br><br><br>STRING |
| **hospital\_beds**<br><br><br>INTEGER |
| **icu\_beds**<br><br><br>INTEGER |
| **imports\_per\_day**<br><br><br>NUMBER |
| **name**<br><br><br>STRING |
| **population**<br><br><br>STRING |
| **suspected\_cases\_mar\_1st**<br><br><br>INTEGER |

### nytimes\_us\_counties

The `nytimes_us_counties` table contains data

**Note**: The source file for this table is a single file that updates on a daily basis. When Stitch replicates this table, it will replicate the entire contents of the file, but only if the file has been modified since the integration’s last replication job.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Key-based Incremental |
| --- | --- |
| **Primary Key ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [nytimes_us_counties schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/nytimes_us_counties.json "Opens in new tab: nytimes_us_counties schema on GitHub") |

nytimes\_us\_counties table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **cases**<br><br><br>INTEGER |
| **county**<br><br><br>STRING |
| **date**<br><br><br>DATE |
| **datetime**<br><br><br>DATE-TIME |
| **deaths**<br><br><br>INTEGER |
| **fips**<br><br><br>STRING |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **state**<br><br><br>STRING |
| **state\_code**<br><br><br>STRING |

### nytimes\_us\_states

The `nytimes_us_states` table contains data collected by [Johns Hopkins CSSE](https://github.com/CSSEGISandData/COVID-19).

**Note**: The source file for this table is a single file that updates on a daily basis. When Stitch replicates this table, it will replicate the entire contents of the file, but only if the file has been modified since the integration’s last replication job.

| **Replication Method [](https://help.qlik.com/en-US/stitch/replication/replication-methods)[the Info icon](https://help.qlik.com/en-US/stitch/replication/replication-methods)[](https://help.qlik.com/en-US/stitch/replication/replication-methods)** | Full Table |
| --- | --- |
| **Primary Key ![](https://help.qlik.com/en-US/stitch/images/replication/primary-key-icon.svg)** | \_\_sdc\_row\_number |
| **Replication Key ![](https://help.qlik.com/en-US/stitch/images/replication/replication-key-icon.svg)** | git\_last\_modified |
| **Useful links** | [nytimes_us_states schema on GitHub](https://github.com/singer-io/tap-covid-19/blob/master/tap_covid_19/schemas/nytimes_us_states.json "Opens in new tab: nytimes_us_states schema on GitHub") |

nytimes\_us\_states table schema

| **\_\_sdc\_row\_number**<br><br><br>INTEGER |
| --- |
| **cases**<br><br><br>INTEGER |
| **date**<br><br><br>DATE |
| **datetime**<br><br><br>DATE-TIME |
| **deaths**<br><br><br>INTEGER |
| **fips**<br><br><br>STRING |
| **git\_file\_name**<br><br><br>STRING |
| **git\_html\_url**<br><br><br>STRING |
| **git\_last\_modified**<br><br><br>DATE-TIME |
| **git\_owner**<br><br><br>STRING |
| **git\_path**<br><br><br>STRING |
| **git\_repository**<br><br><br>STRING |
| **git\_sha**<br><br><br>STRING |
| **git\_url**<br><br><br>STRING |
| **state**<br><br><br>STRING |
| **state\_code**<br><br><br>STRING |