Introduction | Prerequisites | Access token | Licences | Finding datasets | Websites | Programmatically | Favourite datasets | Specifying a request | What are my options? | How much can I get? | Submitting a request | Tracking submitted requests | Downloading data

The database's relational structure | Setting up queries: some examples | All test results for tests carried out with Insecta | A random substance and random species | Dose information | Automatically generating queries | Overview of tables and fields

Searching the local database | Three ways of querying the local database | The curious case of chemical CAS numbers | Searching the online database

Rules of thumb

Sanitising units | Consequences of unit sanitation | Sanitising numerics | Consequences of numeric sanitation | Combining numerics with units | Sanitising dates

Authentication methods | What and Where? | Setting up Authentication Methods | A CDSE Account | A Public Access Token | A Non-Public Access Token | S3 Key and Secret | Masking Secrets | Memoise

Searching Products | Burst Data | Exploring a Product | Downloading Data

Data Exploration | Data Downloading | Eval Scripts

Data Exploration | Downloading Data

Ground Control Points | Alternative Raster Packages

Setting Up a Proxy Object | Selecting an Asset Type | Slicing a Proxy Object

Setting up OpenSimplex2 Space | Hot Bubbles | Heat Gradient | Adding Movement | Seamless Animation | Sources of Inspiration

Locating a dataset | Download data with request

The Web Browser | Listing Products | Product Details | Product Metadata | Product Services

Windows | MacOS | Debian (and alike) | Fedora (and alike)

What are Data Types (and Why Should You Care?) | Specification Version | Overview of Data Types | Precision of Types | Missing Values

Decorating Nodes and Edges with Aesthetics | Additional Layers | Curve Shape | Slope | Infliction Point | Waist | Keys and Legends | Different Themes

To Cycle or not to Cycle | Feedback | Self Reference

Using position_sankey | Spacing | Alignment | Splitting nodes | Stacking order | Nudging

Introduction | Wide or Long Format? | Converting from Wide to Long | The Edge id and Connector

Small to Large (or Vice Versa) | More Order Please | Give me the Power

Motivation for adfExplorer version 2 | Switching from version <2 to >=2 | Benchmarking version 0.1.8 against 2.0.0

adf_device | What is it? | How can it be initialized? | What can I do with it? | End of life | adf_file_con | virtual_path | adf_block

What are effect commands | Extracting and updating effect commands | Examples of some common effects | Effect of instrument number on effects | References

ProTracker2 and its predecessor | Overview of differences | Effect commands | Infrastructure | Class type objects | Benchmark | File readers | Alternatives | Audio output

Outline of ProTrackR2 objects | ProTracker Module objects (pt2mod) | Sample list objects (pt2samplist) | Sample objects (pt2samp) | Pattern list objects (pt2patlist) | Pattern objects (pt2pat) | Cell list objects (pt2celllist) | Cell objects (pt2cell) | Command objects (pt2command)

Introduction | Selecting lists from modules | Index base: one or zero? | Selecting and replacing list elements | Samples | Patterns | Cells

Locating a dataset | Downloading the dataset | Translation

Compress with Blosc | Input data | Output | Compression Algorithms | Decompress with Blosc

ModArchive tools | ModArchive API key | Other online resources

Fast File System vs. Old File System | International mode | Directory Caching | Creating disks with diferent modes

Virtual paths | Full path | Relative path | Cleaning up | A note on disk, file and directory names

What is tracker music? | Capabilities of openmpt | Alternatives

Initiating an openmpt class object | Using openmpt objects

The S3 class csquares | Creating csquares objects | Using characters | Using data.frames | Using Simple Features (sf) | Using Spatiotemporal Arrays (stars) | Validating csquares objects

ICES Statistical Rectangles

The Csquares family | Tidyverse operations | Join | Further reading

What are wildcards? | Expanding wildcards | Matching wild cards | Mode | Strict

A matter of perspective | Correction mechanism of ggfield | Default correction | Custom correction | Conclusion

Radius scales and guides | Size does matter | Stay positive | One key to rule them all | Vector components