diff --git a/website/src/App.js b/website/src/App.js
index 16d040d..df58038 100644
--- a/website/src/App.js
+++ b/website/src/App.js
@@ -5,16 +5,17 @@ import "./App.css"; // Ensure App.css is correctly imported
 import GraphComponent from "./GraphComponent";
 import Banner from "./Banner";
 import BarChart from "./BarChart";
+import GraphTest from "./GraphTest";
 
 function App() {
   return (
     <div className="App">
       <Banner />
       <header className="App-header">
-        <h1 class="text-5xl w-96">
+        <h1 className="text-5xl w-96">
           How Are European Views on Politics and Society Changing?
         </h1>
-        <div class=" text-base w-3/4 mt-10">
+        <div className=" text-base w-3/4 mt-10">
           <p>
             Across Europe, a quiet change is brewing. Inspired by an Economist
             article on the growing divide between young men and women, this
@@ -32,10 +33,10 @@ function App() {
         </div>
       </header>
       <h1></h1>
-      <h1 class="text-3xl w-96 text-left ml-7 mt-5">
+      <h1 className="text-3xl w-96 text-left ml-7 mt-5">
         1. Bar Chart: Setting the Stage
       </h1>
-      <p class=" text-base w-3/4 mt-10 text-left ml-7">
+      <p className=" text-base w-3/4 mt-10 text-left ml-7">
         Our journey starts with a Europe-wide snapshot. This bar chart shows
         average levels of a chosen variable (like trust in institutions) for
         four different age groups over time. This helps you get a feel for
@@ -59,7 +60,9 @@ function App() {
       <div id="map" class="flex justify-center items-center mt-4">
         <MapComponent /> {/* This adds the map to your application */}
       </div>
-      <h1 class="text-3xl w-96 text-left ml-7 mt-5">3. Ranking the Gender Divide</h1>
+      <h1 class="text-3xl w-96 text-left ml-7 mt-5">
+        3. Ranking the Gender Divide
+      </h1>
       <p class=" text-base w-3/4 mt-10 text-left ml-7">
         This final view lets you compare countries side-by-side. It shows a
         ranked list of European nations based on the chosen variable's gender
@@ -72,6 +75,10 @@ function App() {
         <GraphComponent />{" "}
         {/* So here we can add components, parts of the website, visualizations like this */}
       </div>
+      <div className="component-container">
+        <GraphTest />{" "}
+        {/* So here we can add components, parts of the website, visualizations like this */}
+      </div>
     </div>
   );
 }
diff --git a/website/src/BarChart.jsx b/website/src/BarChart.jsx
index 3ad6b65..68328be 100644
--- a/website/src/BarChart.jsx
+++ b/website/src/BarChart.jsx
@@ -1,109 +1,147 @@
-import React, { useEffect } from 'react';
-import * as d3 from 'd3';
+import { useEffect, useRef, useState } from "react";
+import * as d3 from "d3";
+import dataUrl from "./data/fake_survey_data_test.csv?url";
 
 const BarChart = () => {
+  const [variable, setVariable] = useState("media_consumption");
+  const [data, setData] = useState(null);
+  const [values, setValues] = useState([]); // State to hold processed data
+  const chartRef = useRef(null);
+
+  const colors = {
+    media_consumption: "#F8AD1A",
+    religious_activity: "#F6810C",
+    financial_vulnerability: "#E34D20",
+    mental_stress: "#AA2243",
+    loneliness: "#6C0D59",
+    education: "#3F0059",
+  };
+
+  useEffect(() => {
+    d3.csv(dataUrl)
+      .then((csv_data) => setData(csv_data))
+      .catch((err) => console.log(err));
+  }, []);
+
   useEffect(() => {
-    d3.select('#chart').selectAll('*').remove();
-    const data = [
-        { year: 2002, generation1: 4, generation2: 2, generation3: 5, generation4: 1 },
-        { year: 2004, generation1: 3, generation2: 6, generation3: 1, generation4: 4 },
-        { year: 2006, generation1: 5, generation2: 1, generation3: 3, generation4: 2 },
-        { year: 2008, generation1: 2, generation2: 4, generation3: 6, generation4: 5 },
-        { year: 2010, generation1: 1, generation2: 3, generation3: 2, generation4: 6 },
-        { year: 2012, generation1: 6, generation2: 5, generation3: 4, generation4: 3 },
-        { year: 2014, generation1: 4, generation2: 1, generation3: 2, generation4: 5 },
-        { year: 2016, generation1: 3, generation2: 2, generation3: 6, generation4: 1 },
-        { year: 2018, generation1: 5, generation2: 2, generation3: 4, generation4: 3 },
-        { year: 2020, generation1: 2, generation2: 6, generation3: 1, generation4: 5 },
-      ];
+    if (data !== null) {
+      const years = [...new Set(data.map((item) => item.year))];
+      const newValues = years.map((year) => ({
+        year: year,
+        generations: [1, 2, 3, 4].map((gen) => {
+          const row = data.find(
+            (d) => d.year === year && d.generation === gen.toString()
+          );
+          return row ? Number(row[variable]) : null;
+        }),
+      }));
+      setValues(newValues);
+    }
+  }, [data, variable]);
 
-    // Set up SVG
-    const margin = { top: 20, right: 20, bottom: 60, left: 60 };
+  useEffect(() => {
+    if (!values.length) return; // Do nothing if values are not set
+  
+    const svg = d3.select(chartRef.current);
+    const margin = { top: 20, right: 20, bottom: 30, left: 40 };
     const width = 960 - margin.left - margin.right;
     const height = 500 - margin.top - margin.bottom;
-    const svg = d3.select('#chart')
-      .append('svg')
-      .attr('width', width + margin.left + margin.right)
-      .attr('height', height + margin.top + margin.bottom)
-      .append('g')
-      .attr('transform', `translate(${margin.left},${margin.top})`);
-
-    // Set up the scales
+  
     const x0 = d3.scaleBand()
       .rangeRound([0, width])
       .paddingInner(0.1)
-      .domain(data.map(d => d.year));
-
+      .domain(values.map(d => d.year));
+  
     const x1 = d3.scaleBand()
       .padding(0.05)
-      .domain(['generation1', 'generation2', 'generation3', 'generation4'])
+      .domain(["generation1", "generation2", "generation3", "generation4"])
       .rangeRound([0, x0.bandwidth()]);
-
+  
     const y = d3.scaleLinear()
       .rangeRound([height, 0])
-      .domain([0, 6]);
-
-    const z = d3.scaleOrdinal()
-      .range(['#7b6888', '#6b486b', '#a05d56', '#d0743c']);
-
-    // Draw the bars
-    svg.append('g')
-      .selectAll('g')
-      .data(data)
-      .enter().append('g')
-        .attr('transform', d => `translate(${x0(d.year)},0)`)
-      .selectAll('rect')
-      .data(d => ['generation1', 'generation2', 'generation3', 'generation4'].map(key => ({ key, value: d[key] })))
-      .enter().append('rect')
-        .attr('x', d => x1(d.key))
-        .attr('y', d => y(d.value))
-        .attr('width', x1.bandwidth())
-        .attr('height', d => height - y(d.value))
-        .attr('fill', d => z(d.key));
-
-    // Add axes
-    svg.append('g')
-      .attr('class', 'axis')
-      .attr('transform', `translate(0,${height})`)
-      .call(d3.axisBottom(x0));
-
-    svg.append('g')
-      .attr('class', 'axis')
-      .call(d3.axisLeft(y).ticks(null, 's'))
-      .append('text')
-      .attr('x', 2)
-      .attr('y', y(y.ticks().pop()) + 0.5)
-      .attr('dy', '0.32em')
-      .attr('fill', '#000')
-      .attr('font-weight', 'bold')
-      .attr('text-anchor', 'start')
-      .text('Scores');
-
-    // Add legend
-    const legend = svg.append('g')
-      .attr('font-family', 'sans-serif')
-      .attr('font-size', 10)
-      .attr('text-anchor', 'end')
-      .selectAll('g')
-      .data(['generation1', 'generation2', 'generation3', 'generation4'].slice().reverse())
-      .enter().append('g')
-      .attr('transform', (d, i) => `translate(0,${i * 20})`);
-
-    legend.append('rect')
-      .attr('x', width - 19)
-      .attr('width', 19)
-      .attr('height', 19)
-      .attr('fill', z);
-
-    legend.append('text')
-      .attr('x', width - 24)
-      .attr('y', 9.5)
-      .attr('dy', '0.32em')
-      .text(d => d);
-
-  }, []);
-
-  return <div id="chart" />;
+      .domain([0, d3.max(values, d => d3.max(d.generations))]);
+  
+    const z = d3
+      .scaleOrdinal()
+      .range(["#7b6888", "#6b486b", "#a05d56", "#d0743c"]);
+  
+    const xAxis = d3.axisBottom(x0);
+    const yAxis = d3.axisLeft(y);
+  
+    // Set up the axes if they're not already present
+    svg.selectAll(".axis").data([0]).enter().append("g").attr("class", "x axis");
+    svg.selectAll(".y.axis").data([0]).enter().append("g").attr("class", "y axis");
+  
+    // Transition the Axis
+    svg.select(".x.axis")
+      .attr("transform", `translate(${margin.left},${height})`)
+      .transition()
+      .duration(1000)
+      .call(xAxis);
+  
+    svg.select(".y.axis")
+      .attr("transform", `translate(${margin.left})`)
+      .transition()
+      .duration(1000)
+      .call(yAxis);
+  
+    // Bind data to groups for each year
+    const yearGroups = svg.selectAll("g.year-group")
+      .data(values, d => d.year);
+  
+    // Enter new groups
+    const yearGroupsEnter = yearGroups.enter().append("g")
+      .attr("class", "year-group")
+      .attr("transform", d => `translate(${x0(d.year) + margin.left},0)`);
+  
+    // Update existing groups
+    yearGroups.transition()
+      .duration(4000)
+      .attr("transform", d => `translate(${x0(d.year) + margin.left},0)`);
+  
+    yearGroups.exit().remove();
+  
+    // Bind data to rectangles within each group
+    const bars = yearGroups.merge(yearGroupsEnter).selectAll("rect")
+      .data(d => d.generations.map((value, index) => ({ index, value })));
+  
+    // Enter new bars
+    bars.enter().append("rect")
+      .attr("x", d => x1(`generation${d.index + 1}`))
+      .attr("width", x1.bandwidth())
+      .attr("y", height)
+      .attr("height", 0)
+      .attr("fill", (d) => z(d.index))
+      .merge(bars) // Update existing bars
+      .transition()
+      .duration(1000)
+      .attr("y", d => y(d.value))
+      .attr("height", d => height - y(d.value));
+  
+    bars.exit().transition().duration(1000)
+      .attr("y", height)
+      .attr("height", 0)
+      .remove();
+  
+  }, [values, variable]);
+  
+  return (
+    <div className="flex-col justify-center">
+      <div className="flex gap-x-3 mb-4">
+        {Object.keys(colors).map((variable) => (
+          <button
+            key={variable}
+            style={{ backgroundColor: `${colors[variable]}`, color: "white" }}
+            className="text-white font-bold py-2 px-4 rounded"
+            onClick={() => setVariable(variable)}
+          >
+            {variable.replace("_", " ")}
+          </button>
+        ))}
+      </div>
+      <svg ref={chartRef} width="960" height="550"></svg>
+    </div>
+  );
 };
 
 export default BarChart;
diff --git a/website/src/GraphTest.jsx b/website/src/GraphTest.jsx
new file mode 100644
index 0000000..28080d7
--- /dev/null
+++ b/website/src/GraphTest.jsx
@@ -0,0 +1,121 @@
+import React, { useEffect, useRef, useState } from "react";
+import * as d3 from "d3";
+import dataUrl from "./data/fake_survey_data_extended.csv?url";
+
+const GraphTest = () => {
+  const d3Container = useRef(null);
+  const [variable, setVariable] = useState("media_consumption");
+  const [data, setData] = useState([]);
+
+  // Fetch and parse the CSV data
+  useEffect(() => {
+    d3.csv(dataUrl).then((data) => {
+      // Process data here, filter by year 2002
+      const processedData = data
+        .filter(d => d.year === "2002")
+        .map(d => ({
+          country: d.Country,
+          blueValue: +d[`${variable}_men`],
+          yellowValue: +d[`${variable}_women`]
+        }));
+      setData(processedData);
+    });
+  }, [variable]);
+
+  // Create the graph and update it when the data changes
+  useEffect(() => {
+    if (data.length > 0 && d3Container.current) {
+      const margin = { top: 20, right: 30, bottom: 40, left: 100 };
+      const width = 960 - margin.left - margin.right;
+      const height = 600 - margin.top - margin.bottom;
+
+      // Remove old svg elements
+      d3.select(d3Container.current).selectAll("*").remove();
+
+      // Declare image
+      const svg = d3
+        .select(d3Container.current)
+        .attr("width", width + margin.left + margin.right)
+        .attr("height", height + margin.top + margin.bottom)
+        .append("g")
+        .attr("transform", `translate(${margin.left},${margin.top})`);
+
+      // Create scales and the axes
+      const xScale = d3.scaleLinear().domain([1, 6]).range([1, width]);
+      const yScale = d3
+        .scalePoint()
+        .domain(data.map((d) => d.country))
+        .range([0, height])
+        .padding(1);
+
+      svg
+        .append("g")
+        .attr("transform", `translate(0,${height})`)
+        .call(d3.axisBottom(xScale).tickSize(-height).tickValues([1, 2, 3, 4, 5, 6]));
+
+      svg.append("g").call(d3.axisLeft(yScale));
+
+      svg
+        .selectAll(".grid-line")
+        .data(xScale.ticks(6))
+        .enter()
+        .append("line")
+        .attr("class", "grid-line")
+        .attr("x1", (d) => xScale(d))
+        .attr("x2", (d) => xScale(d))
+        .attr("y1", 0)
+        .attr("y2", height)
+        .attr("stroke", "lightgrey")
+        .attr("stroke-dasharray", "2");
+
+      // Add lines between blue and yellow points for each country
+      data.forEach((d) => {
+        svg.append("path")
+          .datum([{ country: d.country, value: d.blueValue }, { country: d.country, value: d.yellowValue }])
+          .attr("d", d3.line()
+            .x(d => xScale(d.value))
+            .y(d => yScale(d.country))
+          )
+          .attr("stroke", "black")
+          .attr("fill", "none");
+      });
+
+      // Add blue dots
+      svg.selectAll(".dot.blue")
+        .data(data)
+        .enter()
+        .append("circle")
+        .attr("class", "dot blue")
+        .attr("cx", d => xScale(d.blueValue))
+        .attr("cy", d => yScale(d.country))
+        .attr("r", 10)
+        .attr("fill", "blue");
+
+      // Add yellow dots
+      svg.selectAll(".dot.yellow")
+        .data(data)
+        .enter()
+        .append("circle")
+        .attr("class", "dot yellow")
+        .attr("cx", d => xScale(d.yellowValue))
+        .attr("cy", d => yScale(d.country))
+        .attr("r", 10)
+        .attr("fill", "yellow");
+    }
+  }, [data]);
+
+  return (
+    <div className="flex-col justify-center">
+      <svg ref={d3Container} />
+      <div className="flex gap-x-3 mb-4">
+        {["media_consumption", "religious_activity", "financial_vulnerability", "mental_stress", "loneliness", "education"].map(v => (
+          <button key={v} onClick={() => setVariable(v)} className="text-white font-bold py-2 px-4 rounded" style={{ backgroundColor: "#555" }}>
+            {v.replace("_", " ")}
+          </button>
+        ))}
+      </div>
+    </div>
+  );
+};
+
+export default GraphTest;
\ No newline at end of file
diff --git a/website/src/data/fake_survey_data.csv b/website/src/data/fake_survey_data.csv
new file mode 100644
index 0000000..2f38a85
--- /dev/null
+++ b/website/src/data/fake_survey_data.csv
@@ -0,0 +1,41 @@
+year,generation,media_consumption_men,media_consumption_women,religious_activity_men,religious_activity_women,financial_vulnerability_men,financial_vulnerability_women,mental_stress_men,mental_stress_women,loneliness_men,loneliness_women,education_men,education_women
+2002,1,1.36,3.96,5.96,4.53,3.05,1.26,5.79,4.19,1.56,4.03,2.31,4.25
+2002,2,5.3,1.21,4.99,5.53,4.02,2.91,3.13,3.44,1.54,2.63,1.66,5.5
+2002,3,5.94,4.33,1.78,4.01,5.67,2.68,4.38,1.62,5.91,3.01,1.27,1.92
+2002,4,4.71,1.83,2.54,3.97,4.37,5.41,3.98,5.62,1.44,5.61,2.01,3.13
+2004,1,2.93,5.79,2.91,1.64,5.38,3.46,5.14,5.17,4.44,4.99,1.49,1.88
+2004,2,1.39,2.56,1.52,2.77,5.44,1.37,3.24,2.64,5.31,4.59,3.12,3.3
+2004,3,5.71,2.52,3.21,5.34,1.41,1.37,2.24,5.93,2.14,2.16,5.06,5.14
+2004,4,4.1,4.96,3.51,5.25,2.08,1.77,3.35,4.93,5.54,3.27,5.34,4.22
+2006,1,5.74,2.26,4.11,3.02,5.29,5.37,1.53,1.32,3.21,3.42,5.88,1.33
+2006,2,5.93,1.45,2.43,1.05,3.51,3.5,5.66,2.37,3.24,4.9,3.22,3.74
+2006,3,1.93,3.33,5.97,4.49,2.41,1.47,1.53,5.26,3.11,1.85,1.94,2.91
+2006,4,4.81,1.33,5.88,2.75,5.87,4.91,2.12,1.18,3.35,1.51,3.96,3.46
+2008,1,4.47,5.19,3.87,1.19,5.05,3.88,4.34,2.26,1.82,1.91,2.52,3.1
+2008,2,1.71,4.16,5.76,3.91,4.97,4.35,4.69,1.52,5.73,2.97,5.97,1.08
+2008,3,3.23,5.2,3.25,4.81,1.14,1.13,4.11,3.73,1.27,5.08,5.07,2.09
+2008,4,1.49,4.05,4.96,2.83,2.21,5.32,1.88,3.31,2.2,2.68,4.98,2.81
+2010,1,3.63,5.43,1.68,1.94,5.11,1.21,1.15,1.79,2.49,5.06,1.6,4.13
+2010,2,1.45,3.18,4.88,5.99,2.89,3.23,2.42,4.66,1.75,1.25,5.39,4.45
+2010,3,4.83,4.37,1.02,1.14,1.45,3.05,5.38,3.42,5.15,1.57,1.08,4.25
+2010,4,4.35,5.67,2.92,5.29,2.88,3.79,1.67,1.39,3.76,1.75,3.28,2.31
+2012,1,3.66,4.21,5.88,2.3,5.79,5.52,4.93,2.61,3.12,4.52,5.19,5.59
+2012,2,5.63,2.89,4.05,4.91,2.88,4.62,4.44,2.97,5.22,3.76,4.52,3.99
+2012,3,5.02,4.2,1.69,5.42,4.88,4.89,3.88,4.57,1.63,4.63,5.67,3.31
+2012,4,1.22,3.22,5.06,1.18,3.45,3.3,1.04,3.84,1.03,4.71,2.05,4.55
+2014,1,4.69,5.06,2.36,4.19,2.04,2.6,3.32,4.58,1.1,1.55,4.97,1.89
+2014,2,2.71,3.71,1.73,1.75,2.96,5.66,2.79,5.72,1.39,3.19,4.24,5.18
+2014,3,1.37,4.64,2.28,4.49,1.41,3.07,4.05,5.33,4.08,1.82,5.76,2.47
+2014,4,3.34,2.22,5.1,3.09,2.76,3.98,5.86,3.96,5.67,1.73,2.98,3.18
+2016,1,2.88,2.86,4.91,1.85,1.18,3.43,1.2,1.03,4.57,1.15,4.72,5.14
+2016,2,5.45,4.21,2.05,4.22,5.68,1.17,1.12,3.94,2.31,4.54,4.49,5.09
+2016,3,2.97,2.6,5.09,4.94,2.2,1.55,1.78,5.91,4.71,1.33,5.77,2.22
+2016,4,2.11,2.78,2.09,5.75,1.99,2.49,2.57,4.16,5.44,2.98,4.54,4.07
+2018,1,3.2,1.22,2.62,5.97,5.65,1.93,2.17,1.77,3.54,5.6,4.05,5.52
+2018,2,4.68,1.88,1.92,5.39,5.44,2.68,4.76,3.83,1.31,5.59,5.75,5.66
+2018,3,1.93,4.8,2.77,2.82,3.89,3.25,1.1,2.3,4.96,4.6,2.17,2.06
+2018,4,2.76,5.07,2.29,1.67,3.1,4.08,5.64,3.22,5.19,4.23,2.37,3.5
+2020,1,2.41,4.42,5.73,1.35,4.19,4.91,3.48,5.24,5.79,2.21,3.65,1.61
+2020,2,1.91,4.75,3.37,1.45,1.62,5.55,1.36,1.96,3.83,5.02,5.25,2.43
+2020,3,2.91,2.75,4.19,4.47,2.83,5.26,5.16,1.92,4.1,1.75,1.91,4.07
+2020,4,1.68,5.68,3.02,3.55,3.33,1,1.31,2.64,5.06,3.62,4.6,2.48
\ No newline at end of file
diff --git a/website/src/data/fake_survey_data_extended.csv b/website/src/data/fake_survey_data_extended.csv
new file mode 100644
index 0000000..8b1fae7
--- /dev/null
+++ b/website/src/data/fake_survey_data_extended.csv
@@ -0,0 +1,601 @@
+Country,year,generation,media_consumption_men,media_consumption_women,religious_activity_men,religious_activity_women,financial_vulnerability_men,financial_vulnerability_women,mental_stress_men,mental_stress_women,loneliness_men,loneliness_women,education_men,education_women
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+Iceland,2010,1,3.3626383666305424,2.7294039875858296,3.209959041480437,3.988629600653815,1.4111175497690283,1.6836286119464527,5.4183872439743155,1.4155918146463093,3.836226656956417,4.575794081044538,4.535971603035197,1.570697942652433
+Iceland,2010,2,1.3144855148861467,1.9335881602639344,4.225364868584935,5.450545003946065,5.753465739288707,3.3142225367307763,3.6792372125902975,4.601197005742102,1.9381406293730197,4.4195763162955135,1.329106818527281,1.3523318849239387
+Iceland,2010,3,2.5676049213639285,1.6339153535675095,1.818882653497293,4.048782235908542,4.993429773590811,4.308545816126876,5.700152007029742,1.7723775932923875,3.0614291670737144,3.784233308975841,4.881243651270445,4.006027575149726
+Iceland,2010,4,4.570960823952934,4.003101270312355,3.698597579460676,5.255190356511057,5.166185409701176,2.776981937359958,1.5815206644377802,5.359622757725989,4.999548394267857,5.608877165851213,3.837789755143668,4.869343614562093
+Iceland,2012,1,3.766585780513318,4.895230932852906,1.532312198710613,4.845337822450754,3.564396639470007,2.5888255142640033,3.0381850082214346,2.144071638525406,2.7440541780701535,2.7677004726732966,1.9370000994241017,4.521083799184931
+Iceland,2012,2,3.2887450007334937,5.131110956953529,3.805982606617621,3.438422320729387,5.667795337394252,5.3925954893926695,5.815871368268075,2.4389090780621574,5.5702109736697265,5.491248553986402,5.020963151770175,4.06538807799104
+Iceland,2012,3,2.9263697233812715,4.9719991702049064,2.6637667824035693,3.731895557667456,1.1960333972268886,3.837496960663239,2.263144334503472,3.1435791951161143,1.8224612676877423,2.2798820478487505,3.0117151921046714,1.155391708405593
+Iceland,2012,4,4.224476030462598,4.484845729362755,2.044779403484555,3.865249901373418,3.687638031739497,4.194717702299639,5.847271343374991,5.528247813384166,4.006429310987645,3.3531298149134976,2.5114525266325964,2.4404904914823495
+Iceland,2014,1,2.622670796249066,1.6231469780111263,5.517401978475984,1.6456549622245897,5.479455019736701,3.512352785920534,5.612727017194905,2.612274069492708,1.4593459304777388,2.142687842541444,3.916108836187473,2.0907180534429175
+Iceland,2014,2,4.345462533795545,2.9452812988924277,2.708778440700922,2.837238615694118,2.6298630215349705,3.6797598187685447,5.213191447564644,1.9911685892632476,1.319886218091714,1.3145032689010656,2.799814376410276,5.288083437567635
+Iceland,2014,3,3.0062816458887824,4.0380289149454605,1.449439779390149,5.393116814148272,4.660358260078288,5.057005949295505,3.2315052488046434,2.7894000913044428,4.207961708661272,3.2358427833350043,1.3929740657588763,3.8428240900653905
+Iceland,2014,4,5.853705228626402,3.164916876151068,3.3352682426736813,4.189820477361746,5.704071417729923,1.7153410945084282,4.493513983867804,3.462872425133752,1.5631676637948795,5.190925139836672,1.2498367840770623,2.4795154011079408
+Iceland,2016,1,4.37276205389439,4.3178462140106415,5.8555635461234825,3.16739298770974,1.625216751047131,4.347985598126266,3.788909221635443,2.878394878324527,3.6093189009412123,3.957901449635172,3.787685023004386,4.253663859362414
+Iceland,2016,2,4.074535677951485,5.32776214265544,4.489893531491156,5.624742114036569,3.9323157667624438,1.9035445894877872,4.467108491341243,1.129912822114948,4.556197820397005,3.35126192091223,2.1570795026129073,2.574083881356926
+Iceland,2016,3,1.9387233079052866,4.555048782801086,3.9316492613622382,4.946760842911266,5.266984777429294,2.513545157114115,1.1022364261500535,5.500233821352321,2.5827083384736946,4.659622265635232,1.1795213100936974,4.701652392756584
+Iceland,2016,4,1.8335418652553988,5.641573260052348,5.034645090867196,4.793689221383433,3.0885951483856484,1.395299873687388,1.610710118515087,3.852254055707353,5.485463906800841,5.260788454258748,2.495134390895949,1.9070242155426556
+Iceland,2018,1,4.483011720584169,1.3835551543445075,2.877862106463297,3.852760291059229,1.7167283124035113,2.532409457941924,3.9955765680025177,1.126710527045456,5.760654708399233,3.8133573290514793,5.6593931765167795,3.625760314861744
+Iceland,2018,2,4.976810550865378,4.260257452418657,3.8427092153890587,3.4561794092894216,1.8965749542633619,5.060898348243953,3.764699540469282,3.175818612375547,4.284261338899276,1.9912490531661518,5.423697954160633,5.252487348486778
+Iceland,2018,3,4.56195568709197,5.276259802239658,5.4554583081885415,5.027877659496168,5.851555358459507,1.7040917740011583,5.704024684436739,2.651877735666983,3.5848603114614184,1.6036119575849934,5.665786618559551,2.4777766913337294
+Iceland,2018,4,3.0213731974355014,2.144389184504917,2.186053292326434,3.335574486076786,2.1643995190669676,5.626485308577705,1.473189665554709,4.963918124291545,2.653874483200263,2.808535191873033,1.8318671598763179,1.1457777853733502
+Iceland,2020,1,1.4494442844832574,3.155719231727061,1.1981460871988057,3.5078034629616974,1.7868115230338053,2.0753669558518575,1.2888856935492843,3.3033545548026604,4.277216227630405,1.7726785039503534,3.8685441247506454,2.820027392301695
+Iceland,2020,2,4.939835649585607,2.197882788737078,5.4782890964547715,5.181538996035578,3.0272617996787976,3.646177820615133,1.406751991711409,4.628120062560346,5.024884609983728,4.216299434830878,5.136271211668489,1.3303698518645688
+Iceland,2020,3,5.788930780909418,3.311410479292103,4.19480720153177,3.5856720329611074,1.3753559801450188,1.6133157499674844,4.712235429279147,1.123308355592783,4.497229687698153,3.0320257728275872,2.46076075735128,3.0189965569694306
+Iceland,2020,4,3.1234459938255084,4.6964402862994845,2.691461235140693,4.703127321580167,5.859234939336925,5.240814120307951,4.337375122974423,2.8441254462034817,5.3756936166982845,1.2856043629960334,3.9988346977717946,1.9924953629075524
diff --git a/website/src/data/fake_survey_data_test.csv b/website/src/data/fake_survey_data_test.csv
new file mode 100644
index 0000000..f001458
--- /dev/null
+++ b/website/src/data/fake_survey_data_test.csv
@@ -0,0 +1,41 @@
+year,generation,media_consumption,religious_activity,financial_vulnerability,mental_stress,loneliness,education
+2002,1,1.36,5.96,3.05,5.79,1.56,2.31
+2002,2,5.3,4.99,4.02,3.13,1.54,1.66
+2002,3,5.94,1.78,5.67,4.38,5.91,1.27
+2002,4,4.71,2.54,4.37,3.98,1.44,2.01
+2004,1,2.93,2.91,5.38,5.14,4.44,1.49
+2004,2,1.39,1.52,5.44,3.24,5.31,3.12
+2004,3,5.71,3.21,1.41,2.24,2.14,5.06
+2004,4,4.1,3.51,2.08,3.35,5.54,5.34
+2006,1,5.74,4.11,5.29,1.53,3.21,5.88
+2006,2,5.93,2.43,3.51,5.66,3.24,3.22
+2006,3,1.93,5.97,2.41,1.53,3.11,1.94
+2006,4,4.81,5.88,5.87,2.12,3.35,3.96
+2008,1,4.47,3.87,5.05,4.34,1.82,2.52
+2008,2,1.71,5.76,4.97,4.69,5.73,5.97
+2008,3,3.23,3.25,1.14,4.11,1.27,5.07
+2008,4,1.49,4.96,2.21,1.88,2.2,4.98
+2010,1,3.63,1.68,5.11,1.15,2.49,1.6
+2010,2,1.45,4.88,2.89,2.42,1.75,5.39
+2010,3,4.83,1.02,1.45,5.38,5.15,1.08
+2010,4,4.35,2.92,2.88,1.67,3.76,3.28
+2012,1,3.66,5.88,5.79,4.93,3.12,5.19
+2012,2,5.63,4.05,2.88,4.44,5.22,4.52
+2012,3,5.02,1.69,4.88,3.88,1.63,5.67
+2012,4,1.22,5.06,3.45,1.04,1.03,2.05
+2014,1,4.69,2.36,2.04,3.32,1.1,4.97
+2014,2,2.71,1.73,2.96,2.79,1.39,4.24
+2014,3,1.37,2.28,1.41,4.05,4.08,5.76
+2014,4,3.34,5.1,2.76,5.86,5.67,2.98
+2016,1,2.88,4.91,1.18,1.2,4.57,4.72
+2016,2,5.45,2.05,5.68,1.12,2.31,4.49
+2016,3,2.97,5.09,2.2,1.78,4.71,5.77
+2016,4,2.11,2.09,1.99,2.57,5.44,4.54
+2018,1,3.2,2.62,5.65,2.17,3.54,4.05
+2018,2,4.68,1.92,5.44,4.76,1.31,5.75
+2018,3,1.93,2.77,3.89,1.1,4.96,2.17
+2018,4,2.76,2.29,3.1,5.64,5.19,2.37
+2020,1,2.41,5.73,4.19,3.48,5.79,3.65
+2020,2,1.91,3.37,1.62,1.36,3.83,5.25
+2020,3,2.91,4.19,2.83,5.16,4.1,1.91
+2020,4,1.68,3.02,3.33,1.31,5.06,4.6
\ No newline at end of file
diff --git a/website/src/visualizations.js b/website/src/visualizations.js
new file mode 100644
index 0000000..669a42b
--- /dev/null
+++ b/website/src/visualizations.js
@@ -0,0 +1,107 @@
+// visualizations.js
+import * as d3 from "d3";
+
+// Categories and colors are often used for scales in visualization functions
+export const categories = [
+  "Engineering",
+  "Business",
+  "Physical Sciences",
+  "Law & Public Policy",
+  "Computers & Mathematics",
+  "Agriculture & Natural Resources",
+  "Industrial Arts & Consumer Services",
+  "Arts",
+  "Health",
+  "Social Science",
+  "Biology & Life Science",
+  "Education",
+  "Humanities & Liberal Arts",
+  "Psychology & Social Work",
+  "Communications & Journalism",
+  "Interdisciplinary",
+];
+
+// Color palette for categories
+const colors = [
+  "#ffcc00",
+  "#ff6666",
+  "#cc0066",
+  "#66cccc",
+  "#f688bb",
+  "#65587f",
+  "#baf1a1",
+  "#333333",
+  "#75b79e",
+  "#66cccc",
+  "#9de3d0",
+  "#f1935c",
+  "#0c7b93",
+  "#eab0d9",
+  "#baf1a1",
+  "#9399ff",
+];
+
+// Scales defined globally within the module, initialized empty
+let salarySizeScale, categoryColorScale, salaryXScale;
+
+// Function to initialize scales, call this from your setup function in your React component
+export function createScales(dataset) {
+  salarySizeScale = d3
+    .scaleLinear()
+    .domain(d3.extent(dataset, (d) => d.Median))
+    .range([5, 35]);
+
+  categoryColorScale = d3.scaleOrdinal().domain(categories).range(colors);
+
+  salaryXScale = d3
+    .scaleLinear()
+    .domain(d3.extent(dataset, (d) => d.Median))
+    .range([100, 900]); // Assuming a margin left of 100 and svg width of 1000
+}
+
+export function drawInitial(svgElement) {
+  let svg = d3.select(svgElement);
+
+  // Assume you add an initial set of elements or setup the canvas
+  svg
+    .append("g")
+    .attr("class", "initial-setup")
+    .append("text")
+    .text("Initial Visualization Setup")
+    .attr("x", 150)
+    .attr("y", 100);
+}
+
+export function draw1(svgElement) {
+  let svg = d3.select(svgElement);
+
+  // Clean up necessary parts or set up for this specific drawing
+  clean(svg, "isFirst");
+
+  // Example operation: changing circles' radius and color
+  svg
+    .selectAll("circle")
+    .transition()
+    .duration(500)
+    .attr("r", (d) => salarySizeScale(d.Median))
+    .attr("fill", (d) => categoryColorScale(d.Category));
+}
+
+export function draw2(svgElement) {
+  let svg = d3.select(svgElement);
+
+  // Another visualization setup or transition
+  clean(svg, "none"); // Assuming 'none' cleans everything not needed
+
+  // More operations similar to draw1 or different
+  svg.selectAll("circle").transition().duration(300).attr("fill", "blue"); // Example change
+}
+
+// Clean function to hide or reset certain elements based on the chart type
+export function clean(svg, chartType) {
+  if (chartType === "isFirst") {
+    svg.selectAll(".not-first").style("display", "none");
+  } else {
+    svg.selectAll("*").style("display", null);
+  }
+}