diff --git a/components/Boxplot.module.css b/components/Boxplot.module.css
new file mode 100644
index 0000000..f776cf6
--- /dev/null
+++ b/components/Boxplot.module.css
@@ -0,0 +1,38 @@
+.boxplot {
+  fill: var(--primary-accent-light);
+}
+
+.boxplot:hover {
+  fill: var(--primary-accent);
+  filter: drop-shadow(0 0 calc(4rem / 16) var(--primary-accent));
+}
+
+.tooltip {
+  font-family: "Inconsolata", monospace;
+  top: 0;
+  left: 0;
+  position: absolute;
+  background-color: var(--label);
+  color: var(--primary-background);
+  pointer-events: none;
+  padding: calc(10rem / 16);
+  border-radius: calc(10rem / 16);
+}
+
+.tooltip .category {
+  margin: calc(10rem / 16) 0 0 0;
+  font-size: calc(16rem / 16);
+  font-weight: 700;
+}
+
+.tooltip .toolTipData {
+  margin-top: calc(5rem / 16);
+  margin-bottom: calc(10rem / 16);
+  font-size: calc(16rem / 16);
+}
+
+.tooltip .toolTipData p {
+  margin: 0;
+  padding: 0;
+  font-size: calc(16rem / 16);
+}
diff --git a/components/Boxplot.tsx b/components/Boxplot.tsx
new file mode 100644
index 0000000..924bc65
--- /dev/null
+++ b/components/Boxplot.tsx
@@ -0,0 +1,361 @@
+import { AxisLeft, AxisBottom } from "@visx/axis";
+import { GridRows, GridColumns } from "@visx/grid";
+import { Group } from "@visx/group";
+import { Stats } from "@visx/mock-data/lib/generators/genStats";
+import { Point } from "@visx/point";
+import { scaleBand, scaleLinear } from "@visx/scale";
+import { Line } from "@visx/shape";
+import { BoxPlot as VisxBoxPlot } from "@visx/stats";
+import { withTooltip, Tooltip } from "@visx/tooltip";
+import { WithTooltipProvidedProps } from "@visx/tooltip/lib/enhancers/withTooltip";
+import React from "react";
+import { Color } from "utils/Color";
+
+import styles from "./Boxplot.module.css";
+
+const DEFAULT_LABEL_SIZE = 16;
+const TICK_LABEL_FONT_WEIGHT = 800;
+
+interface BoxPlotData {
+  category: string;
+  min: number;
+  median: number;
+  max: number;
+  firstQuartile: number;
+  thirdQuartile: number;
+  outliers?: number[];
+}
+
+type TooltipData = Omit<BoxPlotData, "outliers">;
+
+export type StatsPlotProps = {
+  data: BoxPlotData[];
+  /** Width of the entire graph, in pixels, greater than 10.  */
+  width: number;
+  /** Height of the entire graph, in pixels. */
+  height: number;
+  /** Distance between the edge of the graph and the area where the bars are drawn, in pixels. */
+  margin: {
+    top: number;
+    left: number;
+  };
+  /** Width of the lines in the graph, in px. */
+  strokeWidth?: number;
+  /** Length of the dashes and the gaps in the graph, in px. */
+  strokeDashArray?: string;
+  /** Number of ticks for the value (y-)axis */
+  numTicksLeftAxis?: number;
+  /** Distance between the boxplot and the top of the grid, in px. */
+  plotTopOffset?: number;
+  /** Distance between the left axis labels and the start of the lines of the graph, in px. */
+  valueAxisLeftOffset?: number;
+  /** Distance between the top and the first label of the y axis, in px. */
+  valueAxisLabelTopOffset?: number;
+  /** Distance between the left and the labels of the y axis, in px. */
+  valueAxisLabelLeftOffset?: number;
+  /** Distance between the left and the start of the first label of the x axis, in px. */
+  categoryAxisLabelLeftOffset?: number;
+  /** Distance between the top and the column lines of the grid of the graph, in px. */
+  gridColumnTopOffset?: number;
+  /** Distance between the top of the point in the boxplot and the start of the tooltip box, in px. */
+  toolTipTopOffset?: number;
+  /** Distance between the left of the point in the boxplot and the start of the tooltip box, in px. */
+  toolTipLeftOffset?: number;
+  /** Font size of the category (x-)axis labels */
+  categoryAxisLabelSize?: number;
+  /** Font size of the value (y-)axis labels */
+  valueAxisLabelSize?: number;
+  /** Font size of the text in the tool tip box */
+  toolTipFontSize?: number;
+  /** Factor multiplied with the compressed width to determine the box width, in px. */
+  boxPlotWidthFactor?: number;
+  /** Factor multiplied with the compressed width to determine the distance between boxes, in px. */
+  boxPlotLeftOffset?: number;
+};
+
+export const BoxPlot = withTooltip<StatsPlotProps, TooltipData>(
+  ({
+    width,
+    height,
+    data,
+    margin,
+    tooltipOpen,
+    tooltipLeft,
+    tooltipTop,
+    tooltipData,
+    showTooltip,
+    hideTooltip,
+    strokeWidth = 2.5,
+    strokeDashArray = "10,4",
+    numTicksLeftAxis = 6,
+    plotTopOffset = 10,
+    valueAxisLeftOffset = 40,
+    gridColumnTopOffset = -20,
+    valueAxisLabelTopOffset = 5,
+    valueAxisLabelLeftOffset = 10,
+    categoryAxisLabelLeftOffset = 30,
+    toolTipTopOffset = 20,
+    toolTipLeftOffset = 5,
+    categoryAxisLabelSize = DEFAULT_LABEL_SIZE,
+    valueAxisLabelSize = DEFAULT_LABEL_SIZE,
+    boxPlotWidthFactor = 0.4,
+    boxPlotLeftOffset = 0.3,
+  }: StatsPlotProps & WithTooltipProvidedProps<TooltipData>) => {
+    // bounds
+    const xMax = width;
+    const yMax = height - 120;
+    // formatting data
+    const plotData: Stats[] = data.map((d) => {
+      return {
+        boxPlot: {
+          ...d,
+          x: d.category,
+          outliers: [],
+        },
+        binData: [],
+      };
+    });
+
+    // accessors
+    const getX = (d: Stats) => d.boxPlot.x;
+    const getMin = (d: Stats) => d.boxPlot.min;
+    const getMax = (d: Stats) => d.boxPlot.max;
+    const getMedian = (d: Stats) => d.boxPlot.median;
+    const getFirstQuartile = (d: Stats) => d.boxPlot.firstQuartile;
+    const getThirdQuartile = (d: Stats) => d.boxPlot.thirdQuartile;
+
+    // scales
+    const xScale = scaleBand<string>({
+      range: [18, xMax - 80], // scaling is needed due to the left offset
+      round: true,
+      domain: plotData.map(getX),
+      padding: 0.3,
+    });
+
+    const values = plotData.reduce((allValues, { boxPlot }) => {
+      allValues.push(boxPlot.min, boxPlot.max);
+      return allValues;
+    }, [] as number[]);
+    const minYValue = Math.min(...values);
+    const maxYValue = Math.max(...values);
+
+    const yScale = scaleLinear<number>({
+      range: [yMax, 0],
+      round: true,
+      domain: [minYValue, maxYValue],
+    });
+
+    const constrainedWidth = Math.min(200, xScale.bandwidth());
+
+    return width < 10 ? null : (
+      <div>
+        <svg width={width} height={height}>
+          <Group top={margin.top} left={margin.left}>
+            <GridRows
+              top={plotTopOffset}
+              left={valueAxisLeftOffset}
+              scale={yScale}
+              width={xMax}
+              numTicks={numTicksLeftAxis}
+              stroke={Color.tertiaryBackground}
+              strokeWidth={strokeWidth}
+              strokeDasharray={strokeDashArray}
+            />
+            <GridColumns
+              scale={xScale}
+              height={yMax + plotTopOffset - gridColumnTopOffset}
+              top={gridColumnTopOffset}
+              left={valueAxisLeftOffset}
+              stroke={Color.tertiaryBackground}
+              strokeWidth={strokeWidth}
+              strokeDasharray={strokeDashArray}
+            />
+            <Line
+              fill={Color.tertiaryBackground}
+              to={new Point({ x: valueAxisLeftOffset, y: gridColumnTopOffset })}
+              from={
+                new Point({ x: valueAxisLeftOffset, y: yMax + plotTopOffset })
+              }
+              stroke={Color.tertiaryBackground}
+              strokeWidth={strokeWidth}
+              strokeDasharray={strokeDashArray}
+            />
+            <Line
+              fill={Color.tertiaryBackground}
+              to={
+                new Point({
+                  x: xMax - margin.left - strokeWidth,
+                  y: gridColumnTopOffset,
+                })
+              }
+              from={
+                new Point({
+                  x: xMax - margin.left - strokeWidth,
+                  y: yMax + plotTopOffset,
+                })
+              }
+              stroke={Color.tertiaryBackground}
+              strokeWidth={strokeWidth}
+              strokeDasharray={strokeDashArray}
+            />
+            <AxisBottom
+              top={yMax + plotTopOffset - gridColumnTopOffset}
+              left={categoryAxisLabelLeftOffset}
+              scale={xScale}
+              hideAxisLine
+              hideTicks
+              labelProps={{
+                fontSize: `${categoryAxisLabelSize / 16}rem`,
+              }}
+              tickLabelProps={() => {
+                return {
+                  fill: Color.label,
+                  fontWeight: TICK_LABEL_FONT_WEIGHT,
+                };
+              }}
+            />
+            <AxisLeft
+              scale={yScale}
+              top={plotTopOffset + valueAxisLabelTopOffset}
+              left={valueAxisLabelLeftOffset}
+              numTicks={numTicksLeftAxis}
+              hideAxisLine
+              labelProps={{
+                fontSize: `${valueAxisLabelSize / 16}rem`,
+              }}
+              tickLabelProps={() => {
+                return {
+                  fill: Color.label,
+                  fontWeight: TICK_LABEL_FONT_WEIGHT,
+                };
+              }}
+            />
+            <Group top={plotTopOffset}>
+              {plotData.map((d: Stats, i) => (
+                <Group key={i}>
+                  <VisxBoxPlot
+                    className={styles.boxplot}
+                    min={getMin(d)}
+                    max={getMax(d)}
+                    left={
+                      xScale(getX(d))! +
+                      boxPlotLeftOffset * constrainedWidth +
+                      valueAxisLeftOffset
+                    }
+                    firstQuartile={getFirstQuartile(d)}
+                    thirdQuartile={getThirdQuartile(d)}
+                    median={getMedian(d)}
+                    boxWidth={constrainedWidth * boxPlotWidthFactor}
+                    rx={0}
+                    ry={0}
+                    stroke={Color.label}
+                    strokeWidth={strokeWidth}
+                    valueScale={yScale}
+                    minProps={{
+                      onMouseOver: () => {
+                        showTooltip({
+                          tooltipTop:
+                            (yScale(getMin(d)) ?? 0) + toolTipTopOffset,
+                          tooltipLeft:
+                            xScale(getX(d))! +
+                            constrainedWidth +
+                            toolTipLeftOffset,
+                          tooltipData: {
+                            ...d.boxPlot,
+                            category: getX(d),
+                          },
+                        });
+                      },
+                      onMouseLeave: () => {
+                        hideTooltip();
+                      },
+                    }}
+                    maxProps={{
+                      onMouseOver: () => {
+                        showTooltip({
+                          tooltipTop:
+                            (yScale(getMax(d)) ?? 0) + toolTipTopOffset,
+                          tooltipLeft:
+                            xScale(getX(d))! +
+                            constrainedWidth +
+                            toolTipLeftOffset,
+                          tooltipData: {
+                            ...d.boxPlot,
+                            category: getX(d),
+                          },
+                        });
+                      },
+                      onMouseLeave: () => {
+                        hideTooltip();
+                      },
+                    }}
+                    boxProps={{
+                      onMouseOver: () => {
+                        showTooltip({
+                          tooltipTop:
+                            (yScale(getMedian(d)) ?? 0) + toolTipTopOffset,
+                          tooltipLeft:
+                            xScale(getX(d))! +
+                            constrainedWidth +
+                            toolTipLeftOffset,
+                          tooltipData: {
+                            ...d.boxPlot,
+                            category: getX(d),
+                          },
+                        });
+                      },
+                      strokeWidth: 0,
+                      onMouseLeave: () => {
+                        hideTooltip();
+                      },
+                    }}
+                    medianProps={{
+                      style: {
+                        stroke: Color.label,
+                      },
+                      onMouseOver: () => {
+                        showTooltip({
+                          tooltipTop:
+                            (yScale(getMedian(d)) ?? 0) + toolTipTopOffset,
+                          tooltipLeft:
+                            xScale(getX(d))! +
+                            constrainedWidth +
+                            toolTipLeftOffset,
+                          tooltipData: {
+                            ...d.boxPlot,
+                            category: getX(d),
+                          },
+                        });
+                      },
+                      onMouseLeave: () => {
+                        hideTooltip();
+                      },
+                    }}
+                  />
+                </Group>
+              ))}
+            </Group>
+          </Group>
+        </svg>
+
+        {tooltipOpen && tooltipData && (
+          <Tooltip
+            top={tooltipTop}
+            left={tooltipLeft}
+            className={styles.tooltip}
+            unstyled
+          >
+            <p className={styles.category}>{tooltipData.category}</p>
+            <div className={styles.toolTipData}>
+              <p>max: {tooltipData.max}</p>
+              <p>third quartile: {tooltipData.thirdQuartile}</p>
+              <p>median: {tooltipData.median}</p>
+              <p>first quartile: {tooltipData.firstQuartile}</p>
+              <p>min: {tooltipData.min}</p>
+            </div>
+          </Tooltip>
+        )}
+      </div>
+    );
+  }
+);
diff --git a/data/mocks.ts b/data/mocks.ts
index 84a5393..dd00153 100644
--- a/data/mocks.ts
+++ b/data/mocks.ts
@@ -78,6 +78,37 @@ export const mockLineData = {
     },
   ],
 };
+
+export const mockBoxPlotData = [
+  {
+    category: "1A",
+    min: 20,
+    firstQuartile: 25,
+    median: 30,
+    thirdQuartile: 80,
+    max: 100,
+    outliers: [],
+  },
+  {
+    category: "1B",
+    min: 0,
+    firstQuartile: 20,
+    median: 30,
+    thirdQuartile: 50,
+    max: 100,
+    outliers: [],
+  },
+  {
+    category: "2A",
+    min: 25,
+    firstQuartile: 35,
+    median: 50,
+    thirdQuartile: 90,
+    max: 100,
+    outliers: [],
+  },
+];
+
 export const mockQuoteData = [
   "The quick brown fox jumps over the lazy dog.",
   "Sphinx of black quartz, judge my vow!",
diff --git a/package-lock.json b/package-lock.json
index b6e64f6..f09bfc8 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -12,8 +12,10 @@
         "@visx/event": "^2.6.0",
         "@visx/grid": "^2.10.0",
         "@visx/group": "^2.10.0",
+        "@visx/mock-data": "^2.1.2",
         "@visx/scale": "^2.2.2",
         "@visx/shape": "^2.10.0",
+        "@visx/stats": "^2.10.0",
         "@visx/text": "^2.10.0",
         "@visx/tooltip": "^2.10.0",
         "@visx/wordcloud": "^2.10.0",
@@ -608,6 +610,11 @@
       "resolved": "https://registry.npmjs.org/@types/d3-path/-/d3-path-1.0.9.tgz",
       "integrity": "sha512-NaIeSIBiFgSC6IGUBjZWcscUJEq7vpVu7KthHN8eieTV9d9MqkSOZLH4chq1PmcKy06PNe3axLeKmRIyxJ+PZQ=="
     },
+    "node_modules/@types/d3-random": {
+      "version": "2.2.1",
+      "resolved": "https://registry.npmjs.org/@types/d3-random/-/d3-random-2.2.1.tgz",
+      "integrity": "sha512-5vvxn6//poNeOxt1ZwC7QU//dG9QqABjy1T7fP/xmFHY95GnaOw3yABf29hiu5SR1Oo34XcpyHFbzod+vemQjA=="
+    },
     "node_modules/@types/d3-scale": {
       "version": "3.3.2",
       "resolved": "https://registry.npmjs.org/@types/d3-scale/-/d3-scale-3.3.2.tgz",
@@ -967,6 +974,15 @@
         "react": "^16.0.0-0 || ^17.0.0-0 || ^18.0.0-0"
       }
     },
+    "node_modules/@visx/mock-data": {
+      "version": "2.1.2",
+      "resolved": "https://registry.npmjs.org/@visx/mock-data/-/mock-data-2.1.2.tgz",
+      "integrity": "sha512-6xUVP56tiPwVi3BxvoXPQzDYWG6iX2nnOlsHEYsHgK8gHq1r7AhjQtdbQUX7QF0QkmkJM0cW8TBjZ2e+dItB8Q==",
+      "dependencies": {
+        "@types/d3-random": "^2.2.0",
+        "d3-random": "^2.2.2"
+      }
+    },
     "node_modules/@visx/point": {
       "version": "2.6.0",
       "resolved": "https://registry.npmjs.org/@visx/point/-/point-2.6.0.tgz",
@@ -1007,6 +1023,23 @@
         "react": "^16.3.0-0 || ^17.0.0-0 || ^18.0.0-0"
       }
     },
+    "node_modules/@visx/stats": {
+      "version": "2.10.0",
+      "resolved": "https://registry.npmjs.org/@visx/stats/-/stats-2.10.0.tgz",
+      "integrity": "sha512-4p8rQamOc1IC3IkqTHgfMHbSXvRl9DMWFCglJy+DmbH6Wx1TaWt2nj/N0Ttp350UTRzBy4o5ou/D4Gts8LZHuA==",
+      "dependencies": {
+        "@types/d3-shape": "^1.3.2",
+        "@types/react": "*",
+        "@visx/group": "2.10.0",
+        "@visx/scale": "2.2.2",
+        "classnames": "^2.3.1",
+        "d3-shape": "^1.2.0",
+        "prop-types": "^15.5.10"
+      },
+      "peerDependencies": {
+        "react": "^16.3.0-0 || ^17.0.0-0 || ^18.0.0-0"
+      }
+    },
     "node_modules/@visx/text": {
       "version": "2.10.0",
       "resolved": "https://registry.npmjs.org/@visx/text/-/text-2.10.0.tgz",
@@ -1392,6 +1425,7 @@
       "version": "3.22.7",
       "resolved": "https://registry.npmjs.org/core-js-pure/-/core-js-pure-3.22.7.tgz",
       "integrity": "sha512-wTriFxiZI+C8msGeh7fJcbC/a0V8fdInN1oS2eK79DMBGs8iIJiXhtFJCiT3rBa8w6zroHWW3p8ArlujZ/Mz+w==",
+      "deprecated": "core-js-pure@<3.23.3 is no longer maintained and not recommended for usage due to the number of issues. Because of the V8 engine whims, feature detection in old core-js versions could cause a slowdown up to 100x even if nothing is polyfilled. Some versions have web compatibility issues. Please, upgrade your dependencies to the actual version of core-js-pure.",
       "dev": true,
       "hasInstallScript": true,
       "funding": {
@@ -1527,6 +1561,11 @@
       "resolved": "https://registry.npmjs.org/d3-path/-/d3-path-1.0.9.tgz",
       "integrity": "sha512-VLaYcn81dtHVTjEHd8B+pbe9yHWpXKZUC87PzoFmsFrJqgFwDe/qxfp5MlfsfM1V5E/iVt0MmEbWQ7FVIXh/bg=="
     },
+    "node_modules/d3-random": {
+      "version": "2.2.2",
+      "resolved": "https://registry.npmjs.org/d3-random/-/d3-random-2.2.2.tgz",
+      "integrity": "sha512-0D9P8TRj6qDAtHhRQn6EfdOtHMfsUWanl3yb/84C4DqpZ+VsgfI5iTVRNRbELCfNvRfpMr8OrqqUTQ6ANGCijw=="
+    },
     "node_modules/d3-scale": {
       "version": "3.3.0",
       "resolved": "https://registry.npmjs.org/d3-scale/-/d3-scale-3.3.0.tgz",
@@ -4887,10 +4926,18 @@
         "tsutils": "^3.21.0"
       }
     },
+<<<<<<< HEAD
     "@typescript-eslint/parser": {
       "version": "5.27.0",
       "resolved": "https://registry.npmjs.org/@typescript-eslint/parser/-/parser-5.27.0.tgz",
       "integrity": "sha512-8oGjQF46c52l7fMiPPvX4It3u3V3JipssqDfHQ2hcR0AeR8Zge+OYyKUCm5b70X72N1qXt0qgHenwN6Gc2SXZA==",
+=======
+<<<<<<< HEAD
+    "node_modules/path-exists": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/path-exists/-/path-exists-3.0.0.tgz",
+      "integrity": "sha1-zg6+ql94yxiSXqfYENe1mwEP1RU=",
+>>>>>>> main
       "dev": true,
       "requires": {
         "@typescript-eslint/scope-manager": "5.27.0",
@@ -4898,6 +4945,21 @@
         "@typescript-eslint/typescript-estree": "5.27.0",
         "debug": "^4.3.4"
       }
+=======
+    "@visx/mock-data": {
+      "version": "2.1.2",
+      "resolved": "https://registry.npmjs.org/@visx/mock-data/-/mock-data-2.1.2.tgz",
+      "integrity": "sha512-6xUVP56tiPwVi3BxvoXPQzDYWG6iX2nnOlsHEYsHgK8gHq1r7AhjQtdbQUX7QF0QkmkJM0cW8TBjZ2e+dItB8Q==",
+      "requires": {
+        "@types/d3-random": "^2.2.0",
+        "d3-random": "^2.2.2"
+      }
+    },
+    "@visx/point": {
+      "version": "2.6.0",
+      "resolved": "https://registry.npmjs.org/@visx/point/-/point-2.6.0.tgz",
+      "integrity": "sha512-amBi7yMz4S2VSchlPdliznN41TuES64506ySI22DeKQ+mc1s1+BudlpnY90sM1EIw4xnqbKmrghTTGfy6SVqvQ=="
+>>>>>>> 9526f1b0f5bdf5646096de52183789a9c7ab3f7c
     },
     "@typescript-eslint/scope-manager": {
       "version": "5.27.0",
@@ -4909,6 +4971,7 @@
         "@typescript-eslint/visitor-keys": "5.27.0"
       }
     },
+<<<<<<< HEAD
     "@typescript-eslint/type-utils": {
       "version": "5.27.0",
       "resolved": "https://registry.npmjs.org/@typescript-eslint/type-utils/-/type-utils-5.27.0.tgz",
@@ -4918,6 +4981,84 @@
         "@typescript-eslint/utils": "5.27.0",
         "debug": "^4.3.4",
         "tsutils": "^3.21.0"
+=======
+<<<<<<< HEAD
+    "node_modules/path-key": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/path-key/-/path-key-3.1.1.tgz",
+      "integrity": "sha512-ojmeN0qd+y0jszEtoY48r0Peq5dwMEkIlCOu6Q5f41lfkswXuKtYrhgoTpLnyIcHm24Uhqx+5Tqm2InSwLhE6Q==",
+      "dev": true,
+      "engines": {
+        "node": ">=8"
+=======
+    "@visx/shape": {
+      "version": "2.10.0",
+      "resolved": "https://registry.npmjs.org/@visx/shape/-/shape-2.10.0.tgz",
+      "integrity": "sha512-aRQBfclEWEPDmQmnB+BGN9Issg7u9lLrZ5LUSI3gfR9WAAHoNldxjpHRcYx8Y16A3YlCFVgWIBBL7pH0XUYcCA==",
+      "requires": {
+        "@types/d3-path": "^1.0.8",
+        "@types/d3-shape": "^1.3.1",
+        "@types/lodash": "^4.14.172",
+        "@types/react": "*",
+        "@visx/curve": "2.1.0",
+        "@visx/group": "2.10.0",
+        "@visx/scale": "2.2.2",
+        "classnames": "^2.3.1",
+        "d3-path": "^1.0.5",
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+      "resolved": "https://registry.npmjs.org/@visx/stats/-/stats-2.10.0.tgz",
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+      "requires": {
+        "@types/d3-shape": "^1.3.2",
+        "@types/react": "*",
+        "@visx/group": "2.10.0",
+        "@visx/scale": "2.2.2",
+        "classnames": "^2.3.1",
+        "d3-shape": "^1.2.0",
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+    },
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+        "@types/react": "*",
+        "classnames": "^2.3.1",
+        "lodash": "^4.17.21",
+        "prop-types": "^15.7.2",
+        "reduce-css-calc": "^1.3.0"
+      }
+    },
+    "@visx/tooltip": {
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+      "resolved": "https://registry.npmjs.org/@visx/tooltip/-/tooltip-2.10.0.tgz",
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+      "requires": {
+        "@types/react": "*",
+        "@visx/bounds": "2.10.0",
+        "classnames": "^2.3.1",
+        "prop-types": "^15.5.10",
+        "react-use-measure": "^2.0.4"
+      }
+    },
+    "@visx/wordcloud": {
+      "version": "2.10.0",
+      "resolved": "https://registry.npmjs.org/@visx/wordcloud/-/wordcloud-2.10.0.tgz",
+      "integrity": "sha512-SN3W9VbnU/qYofPG5xlN0jJWFTMo5v9jlJtWFLgTy9aHV3CtclyyEAQ6/+VPrKWuNR5bgtOSegiE8EJdobrStg==",
+      "requires": {
+        "@types/d3-cloud": "1.2.5",
+        "@visx/group": "2.10.0",
+        "d3-cloud": "^1.2.5"
+>>>>>>> 9526f1b0f5bdf5646096de52183789a9c7ab3f7c
+>>>>>>> main
       }
     },
     "@typescript-eslint/types": {
@@ -5210,6 +5351,7 @@
         "es-shim-unscopables": "^1.0.0"
       }
     },
+<<<<<<< HEAD
     "array.prototype.flatmap": {
       "version": "1.3.0",
       "resolved": "https://registry.npmjs.org/array.prototype.flatmap/-/array.prototype.flatmap-1.3.0.tgz",
@@ -5220,6 +5362,38 @@
         "define-properties": "^1.1.3",
         "es-abstract": "^1.19.2",
         "es-shim-unscopables": "^1.0.0"
+=======
+<<<<<<< HEAD
+    "node_modules/postcss-initial": {
+      "version": "4.0.1",
+      "resolved": "https://registry.npmjs.org/postcss-initial/-/postcss-initial-4.0.1.tgz",
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+      "dev": true,
+      "peerDependencies": {
+        "postcss": "^8.0.0"
+=======
+    "d3-path": {
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+      "resolved": "https://registry.npmjs.org/d3-path/-/d3-path-1.0.9.tgz",
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+    },
+    "d3-random": {
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+      "resolved": "https://registry.npmjs.org/d3-random/-/d3-random-2.2.2.tgz",
+      "integrity": "sha512-0D9P8TRj6qDAtHhRQn6EfdOtHMfsUWanl3yb/84C4DqpZ+VsgfI5iTVRNRbELCfNvRfpMr8OrqqUTQ6ANGCijw=="
+    },
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+      "resolved": "https://registry.npmjs.org/d3-scale/-/d3-scale-3.3.0.tgz",
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+      "requires": {
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+        "d3-format": "1 - 2",
+        "d3-interpolate": "1.2.0 - 2",
+        "d3-time": "^2.1.1",
+        "d3-time-format": "2 - 3"
+>>>>>>> 9526f1b0f5bdf5646096de52183789a9c7ab3f7c
+>>>>>>> main
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@@ -5407,6 +5581,14 @@
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+    "d3-array": {
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+      "resolved": "https://registry.npmjs.org/d3-array/-/d3-array-3.2.0.tgz",
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+      "requires": {
+        "internmap": "1 - 2"
+      }
+    },
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@@ -5443,6 +5625,16 @@
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     },
+    "d3-random": {
+      "version": "2.2.2",
+      "resolved": "https://registry.npmjs.org/d3-random/-/d3-random-2.2.2.tgz",
+      "integrity": "sha512-0D9P8TRj6qDAtHhRQn6EfdOtHMfsUWanl3yb/84C4DqpZ+VsgfI5iTVRNRbELCfNvRfpMr8OrqqUTQ6ANGCijw=="
+    },
+    "d3-random": {
+      "version": "2.2.2",
+      "resolved": "https://registry.npmjs.org/d3-random/-/d3-random-2.2.2.tgz",
+      "integrity": "sha512-0D9P8TRj6qDAtHhRQn6EfdOtHMfsUWanl3yb/84C4DqpZ+VsgfI5iTVRNRbELCfNvRfpMr8OrqqUTQ6ANGCijw=="
+    },
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@@ -6264,6 +6456,11 @@
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       "dev": true
     },
+    "install": {
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+      "resolved": "https://registry.npmjs.org/install/-/install-0.13.0.tgz",
+      "integrity": "sha512-zDml/jzr2PKU9I8J/xyZBQn8rPCAY//UOYNmR01XwNwyfhEWObo2SWfSl1+0tm1u6PhxLwDnfsT/6jB7OUxqFA=="
+    },
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@@ -6619,6 +6816,1584 @@
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       "dev": true
     },
+    "npm": {
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+      "resolved": "https://registry.npmjs.org/npm/-/npm-8.19.0.tgz",
+      "integrity": "sha512-Af+oxQyq+ZY0M3ygaXs4T4DVbN8HU0XjLMK9ghXLh48u16OQoEYXazx8miUM2h1qLMgTuEwhhuVlCNDkKLOcmg==",
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+        "@npmcli/promise-spawn": "*",
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+        "cli-table3": "^0.6.2",
+        "columnify": "^1.6.0",
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+        "fs-minipass": "*",
+        "glob": "^8.0.1",
+        "graceful-fs": "^4.2.10",
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+        "ini": "^3.0.1",
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+            "npm-install-checks": "^5.0.0",
+            "npm-normalize-package-bin": "^2.0.0",
+            "npm-package-arg": "^9.0.0",
+            "semver": "^7.3.5"
+          },
+          "dependencies": {
+            "npm-normalize-package-bin": {
+              "version": "2.0.0",
+              "bundled": true
+            }
+          }
+        },
+        "npm-profile": {
+          "version": "6.2.1",
+          "bundled": true,
+          "requires": {
+            "npm-registry-fetch": "^13.0.1",
+            "proc-log": "^2.0.0"
+          }
+        },
+        "npm-registry-fetch": {
+          "version": "13.3.1",
+          "bundled": true,
+          "requires": {
+            "make-fetch-happen": "^10.0.6",
+            "minipass": "^3.1.6",
+            "minipass-fetch": "^2.0.3",
+            "minipass-json-stream": "^1.0.1",
+            "minizlib": "^2.1.2",
+            "npm-package-arg": "^9.0.1",
+            "proc-log": "^2.0.0"
+          }
+        },
+        "npm-user-validate": {
+          "version": "1.0.1",
+          "bundled": true
+        },
+        "npmlog": {
+          "version": "6.0.2",
+          "bundled": true,
+          "requires": {
+            "are-we-there-yet": "^3.0.0",
+            "console-control-strings": "^1.1.0",
+            "gauge": "^4.0.3",
+            "set-blocking": "^2.0.0"
+          }
+        },
+        "once": {
+          "version": "1.4.0",
+          "bundled": true,
+          "requires": {
+            "wrappy": "1"
+          }
+        },
+        "opener": {
+          "version": "1.5.2",
+          "bundled": true
+        },
+        "p-map": {
+          "version": "4.0.0",
+          "bundled": true,
+          "requires": {
+            "aggregate-error": "^3.0.0"
+          }
+        },
+        "pacote": {
+          "version": "13.6.2",
+          "bundled": true,
+          "requires": {
+            "@npmcli/git": "^3.0.0",
+            "@npmcli/installed-package-contents": "^1.0.7",
+            "@npmcli/promise-spawn": "^3.0.0",
+            "@npmcli/run-script": "^4.1.0",
+            "cacache": "^16.0.0",
+            "chownr": "^2.0.0",
+            "fs-minipass": "^2.1.0",
+            "infer-owner": "^1.0.4",
+            "minipass": "^3.1.6",
+            "mkdirp": "^1.0.4",
+            "npm-package-arg": "^9.0.0",
+            "npm-packlist": "^5.1.0",
+            "npm-pick-manifest": "^7.0.0",
+            "npm-registry-fetch": "^13.0.1",
+            "proc-log": "^2.0.0",
+            "promise-retry": "^2.0.1",
+            "read-package-json": "^5.0.0",
+            "read-package-json-fast": "^2.0.3",
+            "rimraf": "^3.0.2",
+            "ssri": "^9.0.0",
+            "tar": "^6.1.11"
+          }
+        },
+        "parse-conflict-json": {
+          "version": "2.0.2",
+          "bundled": true,
+          "requires": {
+            "json-parse-even-better-errors": "^2.3.1",
+            "just-diff": "^5.0.1",
+            "just-diff-apply": "^5.2.0"
+          }
+        },
+        "path-is-absolute": {
+          "version": "1.0.1",
+          "bundled": true
+        },
+        "postcss-selector-parser": {
+          "version": "6.0.10",
+          "bundled": true,
+          "requires": {
+            "cssesc": "^3.0.0",
+            "util-deprecate": "^1.0.2"
+          }
+        },
+        "proc-log": {
+          "version": "2.0.1",
+          "bundled": true
+        },
+        "promise-all-reject-late": {
+          "version": "1.0.1",
+          "bundled": true
+        },
+        "promise-call-limit": {
+          "version": "1.0.1",
+          "bundled": true
+        },
+        "promise-inflight": {
+          "version": "1.0.1",
+          "bundled": true
+        },
+        "promise-retry": {
+          "version": "2.0.1",
+          "bundled": true,
+          "requires": {
+            "err-code": "^2.0.2",
+            "retry": "^0.12.0"
+          }
+        },
+        "promzard": {
+          "version": "0.3.0",
+          "bundled": true,
+          "requires": {
+            "read": "1"
+          }
+        },
+        "qrcode-terminal": {
+          "version": "0.12.0",
+          "bundled": true
+        },
+        "read": {
+          "version": "1.0.7",
+          "bundled": true,
+          "requires": {
+            "mute-stream": "~0.0.4"
+          }
+        },
+        "read-cmd-shim": {
+          "version": "3.0.0",
+          "bundled": true
+        },
+        "read-package-json": {
+          "version": "5.0.2",
+          "bundled": true,
+          "requires": {
+            "glob": "^8.0.1",
+            "json-parse-even-better-errors": "^2.3.1",
+            "normalize-package-data": "^4.0.0",
+            "npm-normalize-package-bin": "^2.0.0"
+          },
+          "dependencies": {
+            "npm-normalize-package-bin": {
+              "version": "2.0.0",
+              "bundled": true
+            }
+          }
+        },
+        "read-package-json-fast": {
+          "version": "2.0.3",
+          "bundled": true,
+          "requires": {
+            "json-parse-even-better-errors": "^2.3.0",
+            "npm-normalize-package-bin": "^1.0.1"
+          }
+        },
+        "readable-stream": {
+          "version": "3.6.0",
+          "bundled": true,
+          "requires": {
+            "inherits": "^2.0.3",
+            "string_decoder": "^1.1.1",
+            "util-deprecate": "^1.0.1"
+          }
+        },
+        "readdir-scoped-modules": {
+          "version": "1.1.0",
+          "bundled": true,
+          "requires": {
+            "debuglog": "^1.0.1",
+            "dezalgo": "^1.0.0",
+            "graceful-fs": "^4.1.2",
+            "once": "^1.3.0"
+          }
+        },
+        "retry": {
+          "version": "0.12.0",
+          "bundled": true
+        },
+        "rimraf": {
+          "version": "3.0.2",
+          "bundled": true,
+          "requires": {
+            "glob": "^7.1.3"
+          },
+          "dependencies": {
+            "brace-expansion": {
+              "version": "1.1.11",
+              "bundled": true,
+              "requires": {
+                "balanced-match": "^1.0.0",
+                "concat-map": "0.0.1"
+              }
+            },
+            "glob": {
+              "version": "7.2.3",
+              "bundled": true,
+              "requires": {
+                "fs.realpath": "^1.0.0",
+                "inflight": "^1.0.4",
+                "inherits": "2",
+                "minimatch": "^3.1.1",
+                "once": "^1.3.0",
+                "path-is-absolute": "^1.0.0"
+              }
+            },
+            "minimatch": {
+              "version": "3.1.2",
+              "bundled": true,
+              "requires": {
+                "brace-expansion": "^1.1.7"
+              }
+            }
+          }
+        },
+        "safe-buffer": {
+          "version": "5.2.1",
+          "bundled": true
+        },
+        "safer-buffer": {
+          "version": "2.1.2",
+          "bundled": true,
+          "optional": true
+        },
+        "semver": {
+          "version": "7.3.7",
+          "bundled": true,
+          "requires": {
+            "lru-cache": "^6.0.0"
+          },
+          "dependencies": {
+            "lru-cache": {
+              "version": "6.0.0",
+              "bundled": true,
+              "requires": {
+                "yallist": "^4.0.0"
+              }
+            }
+          }
+        },
+        "set-blocking": {
+          "version": "2.0.0",
+          "bundled": true
+        },
+        "signal-exit": {
+          "version": "3.0.7",
+          "bundled": true
+        },
+        "smart-buffer": {
+          "version": "4.2.0",
+          "bundled": true
+        },
+        "socks": {
+          "version": "2.7.0",
+          "bundled": true,
+          "requires": {
+            "ip": "^2.0.0",
+            "smart-buffer": "^4.2.0"
+          }
+        },
+        "socks-proxy-agent": {
+          "version": "7.0.0",
+          "bundled": true,
+          "requires": {
+            "agent-base": "^6.0.2",
+            "debug": "^4.3.3",
+            "socks": "^2.6.2"
+          }
+        },
+        "spdx-correct": {
+          "version": "3.1.1",
+          "bundled": true,
+          "requires": {
+            "spdx-expression-parse": "^3.0.0",
+            "spdx-license-ids": "^3.0.0"
+          }
+        },
+        "spdx-exceptions": {
+          "version": "2.3.0",
+          "bundled": true
+        },
+        "spdx-expression-parse": {
+          "version": "3.0.1",
+          "bundled": true,
+          "requires": {
+            "spdx-exceptions": "^2.1.0",
+            "spdx-license-ids": "^3.0.0"
+          }
+        },
+        "spdx-license-ids": {
+          "version": "3.0.11",
+          "bundled": true
+        },
+        "ssri": {
+          "version": "9.0.1",
+          "bundled": true,
+          "requires": {
+            "minipass": "^3.1.1"
+          }
+        },
+        "string_decoder": {
+          "version": "1.3.0",
+          "bundled": true,
+          "requires": {
+            "safe-buffer": "~5.2.0"
+          }
+        },
+        "string-width": {
+          "version": "4.2.3",
+          "bundled": true,
+          "requires": {
+            "emoji-regex": "^8.0.0",
+            "is-fullwidth-code-point": "^3.0.0",
+            "strip-ansi": "^6.0.1"
+          }
+        },
+        "strip-ansi": {
+          "version": "6.0.1",
+          "bundled": true,
+          "requires": {
+            "ansi-regex": "^5.0.1"
+          }
+        },
+        "supports-color": {
+          "version": "7.2.0",
+          "bundled": true,
+          "requires": {
+            "has-flag": "^4.0.0"
+          }
+        },
+        "tar": {
+          "version": "6.1.11",
+          "bundled": true,
+          "requires": {
+            "chownr": "^2.0.0",
+            "fs-minipass": "^2.0.0",
+            "minipass": "^3.0.0",
+            "minizlib": "^2.1.1",
+            "mkdirp": "^1.0.3",
+            "yallist": "^4.0.0"
+          }
+        },
+        "text-table": {
+          "version": "0.2.0",
+          "bundled": true
+        },
+        "tiny-relative-date": {
+          "version": "1.3.0",
+          "bundled": true
+        },
+        "treeverse": {
+          "version": "2.0.0",
+          "bundled": true
+        },
+        "unique-filename": {
+          "version": "2.0.1",
+          "bundled": true,
+          "requires": {
+            "unique-slug": "^3.0.0"
+          }
+        },
+        "unique-slug": {
+          "version": "3.0.0",
+          "bundled": true,
+          "requires": {
+            "imurmurhash": "^0.1.4"
+          }
+        },
+        "util-deprecate": {
+          "version": "1.0.2",
+          "bundled": true
+        },
+        "validate-npm-package-license": {
+          "version": "3.0.4",
+          "bundled": true,
+          "requires": {
+            "spdx-correct": "^3.0.0",
+            "spdx-expression-parse": "^3.0.0"
+          }
+        },
+        "validate-npm-package-name": {
+          "version": "4.0.0",
+          "bundled": true,
+          "requires": {
+            "builtins": "^5.0.0"
+          }
+        },
+        "walk-up-path": {
+          "version": "1.0.0",
+          "bundled": true
+        },
+        "wcwidth": {
+          "version": "1.0.1",
+          "bundled": true,
+          "requires": {
+            "defaults": "^1.0.3"
+          }
+        },
+        "which": {
+          "version": "2.0.2",
+          "bundled": true,
+          "requires": {
+            "isexe": "^2.0.0"
+          }
+        },
+        "wide-align": {
+          "version": "1.1.5",
+          "bundled": true,
+          "requires": {
+            "string-width": "^1.0.2 || 2 || 3 || 4"
+          }
+        },
+        "wrappy": {
+          "version": "1.0.2",
+          "bundled": true
+        },
+        "write-file-atomic": {
+          "version": "4.0.2",
+          "bundled": true,
+          "requires": {
+            "imurmurhash": "^0.1.4",
+            "signal-exit": "^3.0.7"
+          }
+        },
+        "yallist": {
+          "version": "4.0.0",
+          "bundled": true
+        }
+      }
+    },
     "object-assign": {
       "version": "4.1.1",
       "resolved": "https://registry.npmjs.org/object-assign/-/object-assign-4.1.1.tgz",
diff --git a/package.json b/package.json
index 93d7788..1efd044 100644
--- a/package.json
+++ b/package.json
@@ -21,6 +21,7 @@
     "@visx/group": "^2.10.0",
     "@visx/scale": "^2.2.2",
     "@visx/shape": "^2.10.0",
+    "@visx/stats": "^2.10.0",
     "@visx/text": "^2.10.0",
     "@visx/tooltip": "^2.10.0",
     "@visx/wordcloud": "^2.10.0",
diff --git a/pages/playground.tsx b/pages/playground.tsx
index 7a3f6c1..27c1dca 100644
--- a/pages/playground.tsx
+++ b/pages/playground.tsx
@@ -1,7 +1,9 @@
 import { BarGraphHorizontal, BarGraphVertical } from "components/BarGraph";
+import { BoxPlot } from "components/Boxplot";
 import {
   mockCategoricalData,
   moreMockCategoricalData,
+  mockBoxPlotData,
   mockLineData,
   mockQuoteData,
   mockQuoteDataLong,
@@ -32,7 +34,7 @@ export default function Home() {
         width={800}
         height={500}
         margin={{
-          top: 20,
+          top: 25,
           bottom: 40,
           left: 150,
           right: 20,
@@ -82,7 +84,20 @@ export default function Home() {
           left: 40,
           right: 20,
         }}
-      ></LineGraph>
+      />
+
+      <h2>
+        <code>{"<BoxPlot />"}</code>
+      </h2>
+      <BoxPlot
+        width={600}
+        height={400}
+        data={mockBoxPlotData}
+        margin={{
+          top: 20,
+          left: 20,
+        }}
+      />
 
       <h2>
         <code>{"<QuotationCarousel />"}</code>