Data upload resources
Ready to upload data? Get started with these essential resources.
DataStream follows a data format based on the WQX standard for the Exchange of Water Quality Data. Learn more about DataStream's data structure and format.
DataStream Upload Template
The worksheets in the Upload Template (available in Excel and Google Sheets) can be used to prepare your data in the correct format for upload. Our Data Specialists are available to help walk you through this process (contact us: team@DataStream.org).
Note: If you have a large volume of data to convert into DataStream’s data format, it may be more practical to use tools like R or Python to speed up the process. We recommend setting up a call with a Data Specialist on our team who can provide assistance and help determine the best approach.
Dataset Metadata Form
We recommend preparing your dataset-level metadata (information about your dataset) in advance of uploading, so you have the details on hand when you fill in the online form. You can use either the Dataset Metadata Form (below) or the Dataset Metadata tab of the Upload Template to prepare this information.

DataStream Upload Guide
A printable version of our Upload data guidance.

Data format guidance for specific types of data
- Best practices for reporting nutrient data
- Best practices for reporting isotope data
- Coming soon: Best practices for reporting metal-series data
- Laboratory parameter mappings
Survey123 template
Survey123 is an ArcGIS tool that is used to create forms for data entry. DataStream has created two example Survey123 forms that facilitate data export in a format aligned with DataStream's Data structure and format and Upload Template.
Note: You will need to use your own ArcGIS account to create your own Survey123 forms based on these examples. If you enter your data directly into these example forms, DataStream will receive the entered data instead of you.



Additional resources



Have questions, requests, or need help with your data?
Our Data Specialists can assist you with this process.