diff --git a/packages/visualizations-react/stories/Chart/AxisAssemblages/AxisAssemblages.stories.tsx b/packages/visualizations-react/stories/Chart/AxisAssemblages/AxisAssemblages.stories.tsx
index b8261dc9..015f6625 100644
--- a/packages/visualizations-react/stories/Chart/AxisAssemblages/AxisAssemblages.stories.tsx
+++ b/packages/visualizations-react/stories/Chart/AxisAssemblages/AxisAssemblages.stories.tsx
@@ -6,12 +6,12 @@ import { COLORS } from '../../utils';
 import ChartTemplate from '../ChartTemplate';
 
 const meta: Meta = {
+    component: ChartTemplate,
     title: 'Chart/AxisAssemblages',
 };
 
 export default meta;
 
-export const AreaChartStacked = ChartTemplate.bind({});
 const AreaChartStackedArgs: Props<DataFrame, ChartOptions> = {
     data: {
         loading: false,
@@ -63,9 +63,8 @@ const AreaChartStackedArgs: Props<DataFrame, ChartOptions> = {
         },
     },
 };
-AreaChartStacked.args = AreaChartStackedArgs;
+export const AreaChartStacked =  {args: AreaChartStackedArgs};
 
-export const AreaChartPercentage = ChartTemplate.bind({});
 const AreaChartPercentageArgs: Props<DataFrame, ChartOptions> = {
     data: {
         loading: false,
@@ -117,9 +116,8 @@ const AreaChartPercentageArgs: Props<DataFrame, ChartOptions> = {
         },
     },
 };
-AreaChartPercentage.args = AreaChartPercentageArgs;
+export const AreaChartPercentage = {args: AreaChartPercentageArgs};
 
-export const LineChartStacked = ChartTemplate.bind({});
 const LineChartStackedArgs: Props<DataFrame, ChartOptions> = {
     data: {
         loading: false,
@@ -173,9 +171,8 @@ const LineChartStackedArgs: Props<DataFrame, ChartOptions> = {
         },
     },
 };
-LineChartStacked.args = LineChartStackedArgs;
+export const LineChartStacked = {args: LineChartStackedArgs};
 
-export const LineChartPercentage = ChartTemplate.bind({});
 const LineChartPercentageArgs: Props<DataFrame, ChartOptions> = {
     data: {
         loading: false,
@@ -229,9 +226,8 @@ const LineChartPercentageArgs: Props<DataFrame, ChartOptions> = {
         },
     },
 };
-LineChartPercentage.args = LineChartPercentageArgs;
+export const LineChartPercentage = {args: LineChartPercentageArgs};
 
-export const BarChartStacked = ChartTemplate.bind({});
 const BarChartStackedArgs: Props<DataFrame, ChartOptions> = {
     data: {
         loading: false,
@@ -301,9 +297,8 @@ const BarChartStackedArgs: Props<DataFrame, ChartOptions> = {
         },
     },
 };
-BarChartStacked.args = BarChartStackedArgs;
+export const BarChartStacked = {args: BarChartStackedArgs};
 
-export const BarChartPercentage = ChartTemplate.bind({});
 const BarChartPercentageArgs: Props<DataFrame, ChartOptions> = {
     data: {
         loading: false,
@@ -373,9 +368,8 @@ const BarChartPercentageArgs: Props<DataFrame, ChartOptions> = {
         },
     },
 };
-BarChartPercentage.args = BarChartPercentageArgs;
+export const BarChartPercentage = {args: BarChartPercentageArgs};
 
-export const BarChartStackedGroups = ChartTemplate.bind({});
 const BarChartStackedGroupsArgs: Props<DataFrame, ChartOptions> = {
     data: {
         loading: false,
@@ -471,9 +465,8 @@ const BarChartStackedGroupsArgs: Props<DataFrame, ChartOptions> = {
         },
     },
 };
-BarChartStackedGroups.args = BarChartStackedGroupsArgs;
+export const BarChartStackedGroups = {args: BarChartStackedGroupsArgs};
 
-export const ColumnChartStacked = ChartTemplate.bind({});
 const ColumnChartStackedArgs: Props<DataFrame, ChartOptions> = {
     data: {
         loading: false,
@@ -542,9 +535,8 @@ const ColumnChartStackedArgs: Props<DataFrame, ChartOptions> = {
         },
     },
 };
-ColumnChartStacked.args = ColumnChartStackedArgs;
+export const ColumnChartStacked = {args: ColumnChartStackedArgs};
 
-export const ColumnChartPercentage = ChartTemplate.bind({});
 const ColumnChartPercentageArgs: Props<DataFrame, ChartOptions> = {
     data: {
         loading: false,
@@ -613,10 +605,8 @@ const ColumnChartPercentageArgs: Props<DataFrame, ChartOptions> = {
         },
     },
 };
-ColumnChartPercentage.args = ColumnChartPercentageArgs;
+export const ColumnChartPercentage = {args: ColumnChartPercentageArgs};
 
-
-export const ColumnChartStackedGroups = ChartTemplate.bind({});
 const ColumnChartStackedGroupsArgs: Props<DataFrame, ChartOptions> = {
     data: {
         loading: false,
@@ -709,4 +699,115 @@ const ColumnChartStackedGroupsArgs: Props<DataFrame, ChartOptions> = {
         },
     },
 };
-ColumnChartStackedGroups.args = ColumnChartStackedGroupsArgs;
\ No newline at end of file
+export const ColumnChartStackedGroups = {args: ColumnChartStackedGroupsArgs};
+
+const ScatterPlotChartArgs: Props<DataFrame, ChartOptions> = {
+    data: {
+        loading: false,
+        value: [
+            {label: 'id-0', x: -10, y: 20}, 
+            {label: 'id-1', x: 20, y: -10}, 
+            {label: 'id-2', x: 5, y: 2},
+            {label: 'id-3', x: 7, y: 3}
+        ],
+    },
+    options: {
+        labelColumn: 'label',
+        series: [
+            {
+                type: ChartSeriesType.Scatter,
+                label: "Serie 1",
+                valueColumn:"x",
+                indexAxis:"y",
+                backgroundColor: COLORS.blue,
+            },
+        ],
+        axis: {
+            x: {
+                display: true,
+                type: 'linear',
+                title: {
+                    display: true,
+                    text: "Horizontal axis"
+                },
+            },
+            y: {
+                display: true,
+                title: {
+                    display: true,
+                    text: "Vertical axis"
+                },
+                type: 'linear',
+            },
+        },
+        title: {
+            text: 'Scatterplot Chart',
+        },
+    },
+};
+export const ScatterplotChart = {args: ScatterPlotChartArgs};
+
+function randomNormal(mean = 0, stdDev = 1) {
+    let u1 = 0;
+    let u2 = 0;
+    while (u1 === 0) u1 = Math.random();
+    while (u2 === 0) u2 = Math.random();
+    const z0 = Math.sqrt(-2.0 * Math.log(u1)) * Math.cos(2.0 * Math.PI * u2);
+    return z0 * stdDev + mean;
+  }
+
+function generateNormalDistribution(n: number, xMean = 0, xStdDev = 1, yMean = 0, yStdDev = 1) {
+    const points = [];
+    for (let i = 0; i < n; i++) {
+      points.push({
+        label: `id-${i}`, 
+        x: randomNormal(xMean, xStdDev),
+        y: randomNormal(yMean, yStdDev),
+      });
+    }
+    return points;
+  }
+
+const ScatterplotNormalDistribChartArgs: Props<DataFrame, ChartOptions> = {
+    data: {
+        loading: false,
+        value: generateNormalDistribution(1000, 5, 2, 5, 2),
+    },
+    options: {
+        labelColumn: 'label',
+        series: [
+            {
+                label: "Serie 1",
+                type: ChartSeriesType.Scatter,
+                valueColumn:"x",
+                indexAxis:"y",
+                backgroundColor: COLORS.blue,
+            },
+        ],
+        axis: {
+            x: {
+                display: true,
+                title: {
+                    display: true,
+                    text: "Horizontal axis"
+                }, 
+                beginAtZero: true
+            },
+            y: {
+                display: true,
+                title: {
+                    display: true,
+                    text: "Vertical axis"
+                },
+                beginAtZero: true
+            },
+        },
+        title: {
+            text: 'Scatterplot Chart - Normal distribution',
+        },
+    },
+};
+export const ScatterplotNormalDistribChart = {
+    args: ScatterplotNormalDistribChartArgs, 
+    parameters: {chromatic: { disableSnapshot: true }}
+};
diff --git a/packages/visualizations/src/components/Chart/Chart.svelte b/packages/visualizations/src/components/Chart/Chart.svelte
index 87bb3c3a..c5c38567 100644
--- a/packages/visualizations/src/components/Chart/Chart.svelte
+++ b/packages/visualizations/src/components/Chart/Chart.svelte
@@ -139,6 +139,13 @@
                                 // charts, the label is not the series legend, it's the category.
                                 return `${dataFrame[dataIndex].x}: ${format(parsed)}`;
                             }
+                            if (seriesType === ChartSeriesType.Scatter) {
+                                const formattedValues = `${format(parsed.x)}, ${format(parsed.y)}`;
+                                // e.g. dataset 1: (4.5, 54)
+                                if (prefix) return `${prefix}(${formattedValues})`;
+                                // 4.5, 54
+                                return formattedValues;
+                            }
                         }
 
                         return prefix + formattedValue + suffix;
diff --git a/packages/visualizations/src/components/Chart/datasets.ts b/packages/visualizations/src/components/Chart/datasets.ts
index 81a1162c..b611e1de 100644
--- a/packages/visualizations/src/components/Chart/datasets.ts
+++ b/packages/visualizations/src/components/Chart/datasets.ts
@@ -101,5 +101,18 @@ export default function toDataset(df: DataFrame, s: ChartSeries): ChartDataset {
         };
     }
 
+    if (s.type === 'scatter') {
+        return {
+            type: 'scatter',
+            label: defaultValue(s.label, ''),
+            data: df.map((entry) => ({ x: entry[s.indexAxis], y: entry[s.valueColumn] })),
+            datalabels: chartJsDataLabels(s.dataLabels),
+            backgroundColor: singleChartJsColor(s.backgroundColor),
+            pointRadius: defaultValue(s.pointRadius, 5),
+            pointHitRadius: defaultValue(s.pointHitRadius, 5),
+            pointHoverRadius: defaultValue(s.pointHoverRadius, 5),
+            pointBorderColor: defaultValue(s.pointBorderColor, 'rgba(255,255,255, 0)'),
+        };
+    }
     throw new Error('Unknown chart type');
 }
diff --git a/packages/visualizations/src/components/Chart/scales.ts b/packages/visualizations/src/components/Chart/scales.ts
index c256d144..6e682b96 100644
--- a/packages/visualizations/src/components/Chart/scales.ts
+++ b/packages/visualizations/src/components/Chart/scales.ts
@@ -81,6 +81,9 @@ export default function buildScales(options: ChartOptions): ChartJsChartOptions[
     // X Axis
     if (options.axis?.x) {
         scales.x = {
+            ...(options.axis.x.type === 'linear' && {
+                beginAtZero: defaultValue(options?.axis?.x?.beginAtZero, true),
+            }),
             stacked: options.axis?.assemblage?.stacked,
             max:
                 options?.axis?.x?.type === 'linear' && options.axis?.assemblage?.percentaged
@@ -130,6 +133,9 @@ export default function buildScales(options: ChartOptions): ChartJsChartOptions[
     // Y Axis
     if (options.axis?.y) {
         scales.y = {
+            ...(options.axis.y.type === 'linear' && {
+                beginAtZero: defaultValue(options?.axis?.y?.beginAtZero, true),
+            }),
             stacked: options.axis?.assemblage?.stacked,
             max:
                 options?.axis?.y?.type === 'linear' && options.axis?.assemblage?.percentaged
diff --git a/packages/visualizations/src/components/Chart/types.ts b/packages/visualizations/src/components/Chart/types.ts
index 3e6b7757..349a87c9 100644
--- a/packages/visualizations/src/components/Chart/types.ts
+++ b/packages/visualizations/src/components/Chart/types.ts
@@ -76,10 +76,19 @@ export interface CategoryCartesianAxisConfiguration extends BaseCartesianAxisCon
     type?: 'category';
 }
 
-export interface NumericCartesianAxisConfiguration extends BaseCartesianAxisConfiguration {
-    type: 'linear' | 'logarithmic';
+export interface LinearCartesianAxisConfiguration extends BaseCartesianAxisConfiguration {
+    type: 'linear';
+    beginAtZero?: boolean;
+}
+
+export interface LogarithmicCartesianAxisConfiguration extends BaseCartesianAxisConfiguration {
+    type: 'logarithmic';
 }
 
+export type NumericCartesianAxisConfiguration =
+    | LinearCartesianAxisConfiguration
+    | LogarithmicCartesianAxisConfiguration;
+
 export interface AxisTitleConfiguration {
     display?: boolean;
     align?: 'start' | 'center' | 'end';
@@ -138,7 +147,7 @@ export interface DataLabelsConfiguration {
     padding?: number;
 }
 
-export type ChartSeries = Line | Bar | Pie | Radar | Doughnut;
+export type ChartSeries = Line | Bar | Pie | Radar | Doughnut | Scatter;
 
 export enum ChartSeriesType {
     Line = 'line',
@@ -146,6 +155,7 @@ export enum ChartSeriesType {
     Pie = 'pie',
     Radar = 'radar',
     Doughnut = 'doughnut',
+    Scatter = 'scatter',
 }
 
 export interface Line {
@@ -209,6 +219,20 @@ export interface Doughnut {
     indexAxis?: 'x' | 'y';
 }
 
+export interface Scatter {
+    type: ChartSeriesType.Scatter;
+    valueColumn: string;
+    label?: string;
+    indexAxis: string;
+    /** Point color */
+    backgroundColor?: Color | Color[];
+    pointRadius?: number;
+    pointHitRadius?: number;
+    pointHoverRadius?: number;
+    pointBorderColor?: string;
+    dataLabels?: DataLabelsConfiguration;
+}
+
 export type FillMode = false | number | string | { value: number };
 
 export interface FillConfiguration {