Overview | Importing from Excel | Dealing with multi-tier headers | Identifying rows via "anchor cells" | row_finder() | row_finder_by_color | Putting it all together | Caution | Helper functions | I need to replicate contents from an excel file into an R script | Help, the numeric contents I read in from excel have a weird mix of formatting! | Exporting to Excel / Copying between Excel | Dataframe into Excel | Copying contents safely | Update columns from one file to another

Auditing Tools | Example

Connecting to a FRAM database | Importing FRAM tables into R | Dynamic and Additive Fisheries Filtering | Example use case

Overview | Philosophy and functions | Match/Replace dataframe approach | Scaling | sensitivity_*() functions | Common sensitivity functions | Handling complicated things | Example

Overview | Philosophy and functions | Match/Replace dataframe approach | Scaling | sensitivity_*() functions | Common sensitivity functions | Handling complicated things | Example

Motivation | Using framqaqc

Connecting to a FRAM database | Importing FRAM tables into R | Dynamic and Additive Fisheries Filtering | Example use case

Key functions: | Adding stock or fishery label | Searching for stock or fishery | Table summaries | rmis_fram | tocas_fram | waft_fram | stock_chinook_fram | stock_coho_fram | stock_coho_psc | fishery_chinook_fram | fishery_coho_fram | fishery_coho_psc | timestep_chinook_fram | timestep_coho_fram | bk_lookup_chin

Auditing Tools | Example