diff --git a/.DS_Store b/.DS_Store
index 9fca59d..20c4610 100644
Binary files a/.DS_Store and b/.DS_Store differ
diff --git a/script/script.js b/script/script.js
index 6ce2cbf..44ef039 100644
--- a/script/script.js
+++ b/script/script.js
@@ -80,6 +80,8 @@ darkModeToggle.addEventListener('click', () => {
   g.selectAll("text").style("fill", darkMode ? "#eee" : "#000");
   g.selectAll(".lowest-annotation").style("fill", darkMode ? "#eee" : "red");
   g.selectAll(".lowest-box").attr("fill", darkMode ? "#222" : "#fff").attr("stroke", darkMode ? "#aaa" : "#999");
+  // Update the chart as different colours are used in different charts (namely the choropleth)
+  updateChart();
 });
 
 
@@ -144,6 +146,12 @@ Promise.all([
 
     updateLegend(selectedChart);
 
+    // Remove zoom for non-choropleth charts
+    if (selectedChart !== "choropleth") {
+      svg.on(".zoom", null); // Remove zoom event listeners
+      g.attr("transform", `translate(${margin.left},${margin.top})`); // Reset transform
+    }
+
     // Update chart titles
     let title1 = "Self-Reported Health";
     let title2 = "";
@@ -179,7 +187,7 @@ Promise.all([
     } else if (selectedChart === "heatmap") {
       drawHeatmap(filteredData);
     } else if (selectedChart === "choropleth") {
-      drawChoropleth(filteredData, worldData);
+      drawChoropleth(filteredData, worldData, selectedContinent);
     }
   }
 
@@ -200,11 +208,11 @@ Promise.all([
     const c = d3.select("#continentSelect").property("value");
     const s = d3.select("#sexSelect").property("value");
     const e = d3.select("#incomeSelect").property("value");
-    const chartType = d3.select("#chartTypeSelect").property("value"); //Get selected chart type
+    const chartType = d3.select("#chartTypeSelect").property("value");
   
     const parts = [
       "education_health",
-      chartType,                      //Add chart type into the filename
+      chartType,                      
       c !== "All" ? c : null,
       s !== "All" ? s : null,
       e !== "All" ? e.replace(/[^a-zA-Z0-9]+/g, "_").toLowerCase() : null
@@ -221,7 +229,7 @@ Promise.all([
 // Update legend depending on chart type
 function updateLegend(chartType) {
   const legend = d3.select("#legend");
-  legend.html(""); // Clear existing
+  legend.html("");
 
   if (chartType === "heatmap") {
     const wrapper = legend.append("div")
@@ -241,7 +249,9 @@ function updateLegend(chartType) {
       .style("justify-content", "space-between")
       .style("font-size", "12px")
       .html('<span>0%</span><span>50%</span><span>100%</span>');
-
+  } else if (chartType === "choropleth") {
+    // No drawing of any legend for choropleth
+    return;
   } else {
     educationLevels.forEach(level => {
       const item = legend.append("div").attr("class", "legend-item");
@@ -541,7 +551,7 @@ function drawHeatmap(data) {
 }
 
 // Choropleth map drawing function
-function drawChoropleth(data, worldData) {
+function drawChoropleth(data, worldData, selectedContinent) {
   // Remove any previous zoom behavior
   svg.on("mousedown.zoom", null).on("touchstart.zoom", null).on("touchmove.zoom", null).on("touchend.zoom", null);
 
@@ -577,7 +587,7 @@ function drawChoropleth(data, worldData) {
       const val = valueByCountry[name];
       return val != null ? colorScale(val) : "#ccc";
     })
-    .attr("stroke", darkMode ? "#222" : "#fff")
+    .attr("stroke", () => darkMode ? "#fff" : "#000")
     .attr("stroke-width", 0.5)
     .on("mouseover", function(event, d) {
       const name = d.properties.name;
@@ -596,12 +606,38 @@ function drawChoropleth(data, worldData) {
     });
 
   // Add zoom and pan
-  svg.call(d3.zoom()
+  const zoomBehavior = d3.zoom()
     .scaleExtent([1, 8])
     .on("zoom", (event) => {
       g.attr("transform", event.transform);
-    })
-  );
+    });
+  svg.call(zoomBehavior);
+
+  // Zoom to continent if selected
+  if (selectedContinent && selectedContinent !== "All") {
+    // Get country names in the selected continent
+    const countriesInContinent = data
+      .filter(d => d.CONTINENT === selectedContinent)
+      .map(d => d["Reference area"]);
+    // Find features for those countries
+    const features = countries.filter(f => countriesInContinent.includes(f.properties.name));
+    if (features.length > 0) {
+      // Compute bounding box
+      const geoPath = d3.geoPath().projection(projection);
+      const bounds = geoPath.bounds({type: "FeatureCollection", features});
+      const [[x0, y0], [x1, y1]] = bounds;
+      const dx = x1 - x0, dy = y1 - y0;
+      const scale = Math.max(1, Math.min(8, 0.9 / Math.max(dx / width, dy / height)));
+      const translate = [
+        width / 2 - scale * (x0 + dx / 2),
+        height / 2 - scale * (y0 + dy / 2)
+      ];
+      svg.transition().duration(1000).call(
+        zoomBehavior.transform,
+        d3.zoomIdentity.translate(translate[0], translate[1]).scale(scale)
+      );
+    }
+  }
 
   // Add legend for color scale
   const legendWidth = 200;