diff --git a/app.qmd b/knots_plot/index.qmd
similarity index 88%
rename from app.qmd
rename to knots_plot/index.qmd
index 9d893fa..d741995 100644
--- a/app.qmd
+++ b/knots_plot/index.qmd
@@ -1,21 +1,21 @@
 ---
-title: "Data Science Methods for Forecasting in Energy and Economics"
+title: "Knots-Demo"
 date: 2025-07-10
 format:
     revealjs:
         embed-resources: true
-        footer: ""
 execute:
   daemon: false
 highlight-style: github
 ---
 
+
 ```{ojs}
 d3 = require("d3@7")
 ```
 
 ```{ojs}
-bsplineData = FileAttachment("assets/mcrps_learning/basis_functions.csv").csv({ typed: true })
+bsplineData = FileAttachment("basis_functions.csv").csv({ typed: true })
 ```
 
 ```{ojs}
@@ -109,8 +109,8 @@ chart = {
     });
 
    // Build SVG
-   const width = 800;
-   const height = 400;
+   const width = 1200;
+   const height = 450;
    const margin = {top: 40, right: 20, bottom: 40, left: 40};
    const innerWidth = width - margin.left - margin.right;
    const innerHeight = height - margin.top - margin.bottom;
@@ -141,15 +141,6 @@ chart = {
      .attr("preserveAspectRatio", "xMidYMid meet")
      .attr("style", "max-width: 100%; height: auto;");
    
-   // Add chart title
-  //  svg.append("text")
-  //    .attr("class", "chart-title")
-  //    .attr("x", width / 2)
-  //    .attr("y", 20)
-  //    .attr("text-anchor", "middle")
-  //    .attr("font-size", "20px")
-  //    .attr("font-weight", "bold");
-   
    // Create the chart group
    const g = svg.append("g")
      .attr("transform", `translate(${margin.left},${margin.top})`);
@@ -166,20 +157,6 @@ chart = {
      .call(d3.axisLeft(y).ticks(5))
      .style("font-size", "20px");
    
-   // Add axis labels
-  //  g.append("text")
-  //    .attr("x", innerWidth / 2)
-  //    .attr("y", innerHeight + 35)
-  //    .attr("text-anchor", "middle")
-  //    .text("x");
-   
-  //  g.append("text")
-  //    .attr("transform", "rotate(-90)")
-  //    .attr("x", -innerHeight / 2)
-  //    .attr("y", -30)
-  //    .attr("text-anchor", "middle")
-  //    .text("y");
-   
    // Add a horizontal line at y = 0
    g.append("line")
      .attr("x1", 0)
@@ -229,4 +206,4 @@ chart = {
    container.node().appendChild(svg.node());
    return container.node();
 }
-```
+```
\ No newline at end of file