diff --git a/walk_through/EpigeoPop_example.ipynb b/walk_through/EpigeoPop_example.ipynb
index d0544d9..da2fa2e 100644
--- a/walk_through/EpigeoPop_example.ipynb
+++ b/walk_through/EpigeoPop_example.ipynb
@@ -22,14 +22,14 @@
"\n",
"### Installation Steps\n",
"\n",
- "1. Clone the Github rEpiabm repository:\n",
+ "**1. Clone the Github rEpiabm repository:**\n",
"\n",
"```bash\n",
"git clone git@github.com:SABS-R3-Epidemiology/rEpiabm.git\n",
"cd rEpiabm\n",
"```\n",
"\n",
- "2. Create a GitHub Personal Access Token:\n",
+ "**2. Create a GitHub Personal Access Token:**\n",
"\n",
"- Navigate to GitHub Settings → Developer Settings\n",
"- Select \"Personal access tokens (fine-grained)\"\n",
@@ -39,8 +39,8 @@
"Important: Make sure to copy your token immediately after creation - you won't be able to see it again!\n",
"\n",
"\n",
- "3. Configure RStudio with your token:\n",
- "- in the console:\n",
+ "**3. Configure RStudio with your token:**\n",
+ "- In the console:\n",
"\n",
"```bash\n",
"file.edit(\"~/.Renviron\")\n",
@@ -58,15 +58,15 @@
"\n",
"- Save file and restart RStudio\n",
"\n",
- "4. Install required R packages:\n",
- " In the console:\n",
+ "**4. Install required R packages:**\n",
+ "- In the console:\n",
" \n",
"```bash\n",
"install.packages(\"devtools\")\n",
"devtools::install_github(\"SABS-R3-Epidemiology/rEpiabm\")\n",
"```\n",
"\n",
- "5. Set up your country's data structure\n",
+ "**5. Set up your country's data structure**\n",
"- Navigate to the `data` folder\n",
"- Copy the `Andorra` folder structure\n",
"- Rename the copy with your country's name (capitalize the initial letter)\n",
@@ -89,33 +89,33 @@
"\n",
"### Environment Setup\n",
"\n",
- "1. Clone the [EpiGeoPop](https://github.com/SABS-R3-Epidemiology/EpiGeoPop) repository:\n",
+ "**1. Clone the [EpiGeoPop](https://github.com/SABS-R3-Epidemiology/EpiGeoPop) repository:**\n",
"\n",
"```bash\n",
"git clone git@github.com:SABS-R3-Epidemiology/EpiGeoPop.git\n",
"cd EpiGeoPop\n",
"```\n",
"\n",
- "2. Create and activate a Python 3.11 environment:\n",
- "\n",
- "
\n",
- "Note: It will not run on Python 3.12.\n",
- "
\n",
+ "**2. Create and activate a Python 3.11 environment:**\n",
"\n",
"```bash\n",
"/usr/local/opt/python@3.11/bin/python3.11 -m venv .venv\n",
"source .venv/bin/activate\n",
"```\n",
- " \n",
- "3. Install dependencies:\n",
+ "\n",
+ "\n",
+ "Note: It will not run on Python 3.12.\n",
+ "
\n",
+ "\n",
+ "**3. Install dependencies:**\n",
"\n",
"```bash\n",
"pip install -r requirements.txt\n",
"```\n",
"\n",
" \n",
- "Note: If you encounter GDAL-related errors, install GDAL first:\n",
- "brew install gdal\n",
+ "Note: If you encounter GDAL-related errors, install GDAL first:\n",
+ "brew install gdal\n",
"export GDAL_CONFIG=/usr/local/bin/gdal-config\n",
"export GDAL_VERSION=$(gdal-config --version)
\n",
"\n",
@@ -128,7 +128,7 @@
"source": [
"### Configuration steps\n",
"\n",
- "1. Configure parameters:\n",
+ "**1. Configure parameters:**\n",
"\n",
"- Locate the parameter files in the `configs/countries` directory\n",
"- Edit or copy an existing parameter file\n",
@@ -147,13 +147,13 @@
"```\n",
"- Save file with at start of filename\n",
"\n",
- "2. Update the data preparation script:\n",
+ "**2. Update the data preparation script:**\n",
"- Open `prep.sh`\n",
"- Replace the population data URL:\n",
"\n",
"```bash\n",
"# Comment out old URL\n",
- "# curl -O https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/GHSL/GHS_POP_MT_GLOBE_R2019A/GHS_POP_E2015_GLOBE_R2019A_4326_30ss/V1-0/GHS_POP_E2015_GLOBE_R2019A_4326_30ss_V1_0.zip\n",
+ "curl -O https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/GHSL/GHS_POP_MT_GLOBE_R2019A/GHS_POP_E2015_GLOBE_R2019A_4326_30ss/V1-0/GHS_POP_E2015_GLOBE_R2019A_4326_30ss_V1_0.zip\n",
"\n",
"# Add new URL\n",
"curl -O https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/GHSL/GHS_POP_GLOBE_R2023A/GHS_POP_E2025_GLOBE_R2023A_4326_30ss/V1-0/GHS_POP_E2025_GLOBE_R2023A_4326_30ss_V1_0.zip\n",
@@ -170,13 +170,13 @@
"Comment out the remaining lines of code.\n",
"\n",
"```bash\n",
- "# curl -LO \"https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_admin_0_countries_lakes.zip\"\n",
- "# curl -LO \"https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_admin_1_states_provinces.zip\"\n",
- "# curl -LO \"https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_urban_areas_landscan.zip\"\n",
- "# echo \"Downloading population age file...\"\n",
- "# # This server uses an outdated SSL protocol so we need to enable legacy renegotiation\n",
- "# OPENSSL_CONF=../../openssl.cnf curl -O \"https://population.un.org/wpp/Download/Files/1_Indicators%20(Standard)/CSV_FILES/WPP2022_PopulationByAge5GroupSex_Medium.zip\"\n",
- "# unzip WPP2022_PopulationByAge5GroupSex_Medium.zip\n",
+ "curl -LO \"https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_admin_0_countries_lakes.zip\"\n",
+ "curl -LO \"https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_admin_1_states_provinces.zip\"\n",
+ "curl -LO \"https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_urban_areas_landscan.zip\"\n",
+ "echo \"Downloading population age file...\"\n",
+ "# This server uses an outdated SSL protocol so we need to enable legacy renegotiation\n",
+ "OPENSSL_CONF=../../openssl.cnf curl -O \"https://population.un.org/wpp/Download/Files/1_Indicators%20(Standard)/CSV_FILES/WPP2022_PopulationByAge5GroupSex_Medium.zip\"\n",
+ "unzip WPP2022_PopulationByAge5GroupSex_Medium.zip\n",
"```\n",
"\n",
"\n",
@@ -189,7 +189,7 @@
"bash prep.sh\n",
"```\n",
"\n",
- "3. Download additional required data manually:\n",
+ "**3. Download additional required data manually:**\n",
"\n",
"- Visit [Natural Earth](https://www.naturalearthdata.com/downloads/10m-cultural-vectors/)\n",
"- Under Admin 0 - Countries, click on link `Download without boundary lakes`\n",
@@ -205,7 +205,7 @@
"source": [
"### Generate Population Data\n",
"\n",
- "1. Update the Snakefile configuration:\n",
+ "**1. Update the Snakefile configuration:**\n",
"\n",
"```bash\n",
"# Replace country name\n",
@@ -240,7 +240,7 @@
" \"scripts/get_pop_dist.py\"\n",
"```\n",
"\n",
- "2. Generate the population data:\n",
+ "**2. Generate the population data:**\n",
"\n",
"```bash\n",
"snakemake --cores 1\n",
@@ -250,7 +250,7 @@
"Tip: You can speed up the process by using multiple cores.\n",
"
\n",
"\n",
- "3. Copy the generated files:\n",
+ "**3. Copy the generated files:**\n",
"\n",
"- Locate `.csv` in `data/raw/processed/countries/`\n",
"- Copy it to your rEpiabm repository: `data//inputs/`\n",
diff --git a/walk_through/toypop_example.ipynb b/walk_through/toypop_example.ipynb
index 6154b03..5f19b3f 100644
--- a/walk_through/toypop_example.ipynb
+++ b/walk_through/toypop_example.ipynb
@@ -40,7 +40,7 @@
"\n",
"\n",
"**3. Configure RStudio with your token:**\n",
- "- in the console:\n",
+ "- In the console:\n",
"\n",
"```bash\n",
"file.edit(\"~/.Renviron\")\n",
@@ -59,7 +59,7 @@
"- Save file and restart RStudio\n",
"\n",
"**4. Install required R packages:**\n",
- " In the console:\n",
+ "- In the console:\n",
" \n",
"```bash\n",
"install.packages(\"devtools\")\n",
@@ -74,29 +74,11 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "## Step 2. Configuration of toy population\n",
+ "## Step 2. Configure the toy population\n",
"\n",
"It is common to set these parameters with low values in order to run and compare many simulations.\n",
"\n",
"- Open `R/simulation_toy.R`\n",
- "- Set simulation parameters:\n",
- "\n",
- "```bash\n",
- "# Amend simulation_duration and initial_infected to your values\n",
- "run_complete_simulation <- function(output_dir=\"data/simulation_outputs\",\n",
- " output_file = \"output.csv\",\n",
- " sir_plot_file = \"SIR_plot.png\",\n",
- " rt_plot_file = \"Rt_plot.png\",\n",
- " si_plot_file = \"SerialInterval_plot.png\",\n",
- " use_toy_example = TRUE,\n",
- " simulation_duration = 60,\n",
- " initial_infected = 10) {\n",
- "```\n",
- "\n",
- "\n",
- "Note: Simulation_duration unit is days and initial_infected unit is individuals.\n",
- "
\n",
- "\n",
"- Set population parameters:\n",
"\n",
"```bash\n",
@@ -113,10 +95,43 @@
"\n",
"Note: This example sets 100 individuals to be distributed across 2 cells.\n",
"Each cell contains 2 microcells, which each contain 5 households and 2 places.\n",
+ "
"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Step 3. Configure the simulation\n",
+ "\n",
+ "These are set within the same `simulation_toy.R` file\n",
+ "- Set simulation parameters:\n",
+ "\n",
+ "```bash\n",
+ "# Amend simulation_duration and initial_infected to your values\n",
+ "run_complete_simulation <- function(output_dir=\"data/simulation_outputs\",\n",
+ " output_file = \"output.csv\",\n",
+ " sir_plot_file = \"SIR_plot.png\",\n",
+ " rt_plot_file = \"Rt_plot.png\",\n",
+ " si_plot_file = \"SerialInterval_plot.png\",\n",
+ " use_toy_example = TRUE,\n",
+ " simulation_duration = 60,\n",
+ " initial_infected = 10) {\n",
+ "```\n",
+ "\n",
+ "\n",
+ "Note: Simulation_duration unit is days and initial_infected unit is individuals.\n",
"
\n",
"\n",
"You're now ready to run simulations with your toy population data."
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Step 4. Run the simulation"
+ ]
}
],
"metadata": {