DataHarmonizer Getting Started
Table of Contents
- Basic operations
- Change template
- Toggle required columns
- Field header information
- Selecting picklist values
- Validating
- Toggle rows
- Show section
- Jump to column
- Fill column with specified value
- Exporting
- Provenance
- More information
- Version info & updates
The DataHarmonizer contextual data collection template
and validator application enables users to enter data as
in an excel spreadsheet - type and pick values from
dropdowns, copy/paste, add rows, etc. You can edit the cells
manually, or upload .xlsx, .xls, .tsv, .csv and .json
files via File > Open.
The default template loaded is the "CanCOGeN Covid-19" template. To change the spreadsheet template, select the white text box to the right of Template, it always contains the name of the template currently active, or navigated to File > Change Template. An in-app window will appear that allows you to select from the available templates in the drop-down menu. After selecting the desired template, click Open to activate the template.
Fields are color-coded; required fields (minimal metadata) are yellow, strongly recommended fields are purple, optional fields are white/gray., You can toggle between all, the required fields, and the required + recommended fields by going to Settings > Show required columns, etc.
Double click on field headers to see the definition of the field, guidance on filling in the field, and examples of how data might look structured according to the constraints of the validator.
Picklists of controlled vocabulary are available for many fields. There are dropdown menus for some, and multi-select options for others (e.g. Signs and Symptoms). You can also see the list of terms in multi-select columns by clicking once in the multi-select box.
When you’re done entering your data, you can validate values by clicking on Validate. Errors and missing information in required fields will be colored light red and dark red, respectively. You can navigate to and between errors by clicking the Next Error button that appears when errors are present. After resolving these errors, revalidate to see if any remain. If there are no more errors the Next Error button will change to No Errors and fade away.
To facilitate editing data post-validation, you can change your view to only Show valid rows or only Show invalid rows by selecting these options under the Settings menu. You can select Show all rows to return to the original view.
You can quickly navigate to a section of fields by selecting Settings and then selecting one of the options listed under Show section:.
You can quickly navigate to a column by selecting Settings > Jump to…. An in-app window will appear, select the desired column header from the drop-down list or begin typing its name to narrow down the list options. Selecting the column header from the drop down list will immediately relocate you to that column on the spreadsheet.
You can also automatically fill a column with a specified value, but only in rows with corresponding values in the first “sample ID” column. To use this feature select Settings > Fill column.... Select the desired column header from the drop-down list or begin typing its name to narrow down the list options, then specify the value to fill with and click “Ok” to apply.
When you’ve entered and validated your data, you can
save it as a .xlsx, .xls, .tsv, .csv, or .json format
file, by clicking on File followed by “Save as”.
You can also format your data for IRIDA upload (you will
need to perform the upload yourself), or use your entered
data to create a GISAID submission form (you will need to
add additional information, and perform the upload
yourself), by clicking on File > Export
to.
If your template uses the DataHarmonizer provenance field, provenance information will automatically be added upon Validation for all rows containing data. Provenance information includes the DataHarmonizer application version number, and the template schema version number (if available).
You can find more information about a template under the Help button. Reference Guide includes additional information about fields and the SOP (short for Standard Operating Procedure) contains additional information about curating data.
For a reference guide that includes picklist values, please contact us.
Make sure you are using the latest version of the DataHarmonizer (and your template). You can check your current Data Harmonizer Template version by looking at the bottom of the Settings menu. To update your application and/or template, open the Help > Get latest release.
If you have questions, or require assistance, contact [email protected].
