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slides/road-safety.qmd

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@@ -15,18 +15,28 @@ Reproducible data science for road safety research
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## Agenda
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- **13:00-14:00** Networking lunch
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- **14:00-14:15** Introduction to reproducible research
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- **14:15-14:30** New datasets and tools (Richard Owen, Agilysis)
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- **14:30-16:00** Workshop
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- **16:00 onwards** Networking and walk to RS5C reception
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- **13:00-14:00** Networking lunch
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- **14:00-14:15** Introduction to reproducible research
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- **14:15-14:30** New datasets and tools (Richard Owen, Agilysis)
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- **14:30-16:00** Workshop
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- **16:00 onwards** Networking and walk to RS5C reception
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## Prerequisites
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- A GitHub account
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- Basic familiarity with R/RStudio
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- A laptop with R, RStudio, and Docker installed
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- A willingness to learn and share!
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### To run the code
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- Computer to run the code
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- Either: A laptop with R, RStudio or VS Code and Docker or similar installed to run the code locally
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- Or: Access to a cloud-based environment for data science (e.g., GitHub Codespaces or Posit Cloud)
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### Learn and share
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- An interest in road safety and knowledge of road traffic casualty datasets
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- A willingness to learn and share!
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- A GitHub account (to ask questions on the Discussions page and share your own code)
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- Familiarity with data science tools, e.g. R, Python, RStudio, VS Code
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## Housekeeping
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## Workshop Tasks
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- Importing collision, casualty and vehicle tables (20 min)
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- Temporal visualisation and aggregation (20 min)
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- Spatial visualisation and aggregation (30 min)
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- Joining STATS19 tables (20 min)
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- Importing collision, casualty and vehicle tables (20 min)
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- Temporal visualisation and aggregation (20 min)
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- Spatial visualisation and aggregation (30 min)
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- Joining STATS19 tables (20 min)
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## Task 1: Importing tables (20 min)
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- Learn how to load the main STATS19 tables (collision, casualty, vehicle) using the `stats19` R package.
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- Explore the structure and key variables in each table.
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- Learn how to load the main STATS19 tables (collision, casualty, vehicle) using the `stats19` R package.
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- Explore the structure and key variables in each table.
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See [Chapter 4](https://itsleeds.github.io/rrsrr/04-pkgs.html) and [Chapter 8](https://itsleeds.github.io/rrsrr/08-join.html) for details.
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## Task 2: Temporal visualisation (20 min)
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- Aggregate collision data by time (e.g., by month or day of week).
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- Create time series plots to identify trends and patterns.
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- Aggregate collision data by time (e.g., by month or day of week).
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- Create time series plots to identify trends and patterns.
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See [Chapter 6 on temporal data](https://itsleeds.github.io/rrsrr/06-time.html).
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## Task 3: Spatial visualisation (30 min)
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- Convert collision data to spatial format and plot on a map.
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- Aggregate collisions by area (e.g., by local authority).
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- Create maps to visualise spatial patterns.
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- Convert collision data to spatial format and plot on a map.
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- Aggregate collisions by area (e.g., by local authority).
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- Create maps to visualise spatial patterns.
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See [Chapter 7 on spatial data](https://itsleeds.github.io/rrsrr/07-space.html).
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![](https://itsleeds.github.io/rrsrr/figures/road-casualties.png)
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## Task 4: Joining tables (20 min)
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- Join collision, casualty, and vehicle tables to enrich your analysis.
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- Explore relationships between different aspects of road traffic incidents.
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- Join collision, casualty, and vehicle tables to enrich your analysis.
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- Explore relationships between different aspects of road traffic incidents.
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See [Chapter 8 on joining tables](https://itsleeds.github.io/rrsrr/08-join.html).
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## Thank you!
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- **Questions?** Get in touch via email or [GitHub Discussions](https://github.com/itsleeds/tds/discussions).
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- **Questions?** Get in touch via email or [GitHub Discussions](https://github.com/itsleeds/tds/discussions).
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