Recharts

Recharts

React charting library built on top of D3 for composable, declarative data visualization.

Quick Start

1. Install Recharts

npm install recharts

2. Basic Chart Structure

All Recharts charts follow the same pattern:

import { LineChart, Line, XAxis, YAxis, CartesianGrid, Tooltip, Legend, ResponsiveContainer } from 'recharts';

const data = [
  { name: 'Jan', sales: 4000, profit: 2400 },
  { name: 'Feb', sales: 3000, profit: 1398 },
  { name: 'Mar', sales: 2000, profit: 9800 },
];

<ResponsiveContainer width="100%" height={300}>
  <LineChart data={data}>
    <CartesianGrid strokeDasharray="3 3" />
    <XAxis dataKey="name" />
    <YAxis />
    <Tooltip />
    <Legend />
    <Line type="monotone" dataKey="sales" stroke="#8884d8" />
    <Line type="monotone" dataKey="profit" stroke="#82ca9d" />
  </LineChart>
</ResponsiveContainer>

Core Concepts

Data Format

Recharts expects data as an array of objects. Each object represents a data point:

const data = [
  { month: 'Jan', revenue: 4000, expenses: 2400 },
  { month: 'Feb', revenue: 3000, expenses: 1398 },
];

Use dataKey props to map object properties to chart components:

• dataKey="revenue" - maps to the revenue property
• dataKey={(entry) => entry.revenue - entry.expenses} - function for computed values

Component Composition

Charts are built by nesting specialized components:

Sizing: Use the responsive prop (v3.3+), ResponsiveContainer wrapper, or set width/height directly

Chart types (choose one):

• LineChart - Line and area visualizations
• BarChart - Bar and column charts
• AreaChart - Stacked and filled area charts
• PieChart - Pie and donut charts
• ScatterChart - Scatter plots and bubble charts
• ComposedChart - Mixed chart types
• RadarChart - Radar/spider charts
• RadialBarChart - Circular bar charts

Common child components:

• XAxis / YAxis - Axis configuration
• CartesianGrid - Grid lines
• Tooltip - Hover information
• Legend - Series identification
• Line / Bar / Area / Pie - Data series visualization

Chart Patterns by Type

Line Charts

<LineChart data={data}>
  <XAxis dataKey="name" />
  <YAxis />
  <CartesianGrid strokeDasharray="3 3" />
  <Tooltip />
  <Legend />
  <Line type="monotone" dataKey="value" stroke="#8884d8" strokeWidth={2} dot={{ r: 4 }} />
</LineChart>

Key props:

• type: "monotone" (smooth), "linear", "step", "natural"
• stroke: line color
• strokeWidth: line thickness
• dot: point styling (set to false to hide)
• activeDot: hovered point styling
• connectNulls: true to connect gaps

Area Charts

<AreaChart data={data}>
  <defs>
    <linearGradient id="colorValue" x1="0" y1="0" x2="0" y2="1">
      <stop offset="5%" stopColor="#8884d8" stopOpacity={0.8}/>
      <stop offset="95%" stopColor="#8884d8" stopOpacity={0}/>
    </linearGradient>
  </defs>
  <XAxis dataKey="name" />
  <YAxis />
  <CartesianGrid strokeDasharray="3 3" />
  <Tooltip />
  <Area type="monotone" dataKey="value" stroke="#8884d8" fillOpacity={1} fill="url(#colorValue)" />
</AreaChart>

Stacked areas:

<Area type="monotone" dataKey="sales" stackId="1" stroke="#8884d8" fill="#8884d8" />
<Area type="monotone" dataKey="profit" stackId="1" stroke="#82ca9d" fill="#82ca9d" />

Bar Charts

<BarChart data={data}>
  <XAxis dataKey="name" />
  <YAxis />
  <CartesianGrid strokeDasharray="3 3" />
  <Tooltip />
  <Legend />
  <Bar dataKey="sales" fill="#8884d8" radius={[4, 4, 0, 0]} />
  <Bar dataKey="profit" fill="#82ca9d" radius={[4, 4, 0, 0]} />
</BarChart>

Key props:

• fill: bar color
• radius: rounded corners [topLeft, topRight, bottomRight, bottomLeft] or single number for all corners
• barSize: fixed bar width
• stackId: group bars into stacks
• shape: custom bar shape (function or element)

Stacked bars:

<Bar dataKey="sales" stackId="a" fill="#8884d8" />
<Bar dataKey="profit" stackId="a" fill="#82ca9d" />

Rounded stacked bars (use BarStack to round the whole stack):

import { BarStack } from 'recharts';

<BarChart data={data}>
  <BarStack stackId="a" radius={[4, 4, 0, 0]}>
    <Bar dataKey="sales" fill="#8884d8" />
    <Bar dataKey="profit" fill="#82ca9d" />
  </BarStack>
</BarChart>

Pie Charts

const COLORS = ['#0088FE', '#00C49F', '#FFBB28', '#FF8042'];

<PieChart>
  <Pie
    data={data}
    dataKey="value"
    nameKey="name"
    cx="50%"
    cy="50%"
    innerRadius={60}
    outerRadius={80}
    paddingAngle={5}
    shape={(props) => <Sector {...props} fill={COLORS[props.index % COLORS.length]} />}
  />
  <Tooltip />
  <Legend />
</PieChart>

Key props:

• innerRadius: creates donut chart when > 0
• outerRadius: pie size
• paddingAngle: gap between slices
• startAngle / endAngle: partial pie (default: 0 to 360)
• label: shows values on slices
• shape: custom render for each slice (replaces deprecated Cell component)

Scatter Charts

<ScatterChart>
  <XAxis type="number" dataKey="x" name="X Axis" />
  <YAxis type="number" dataKey="y" name="Y Axis" />
  <CartesianGrid />
  <Tooltip cursor={{ strokeDasharray: '3 3' }} />
  <Scatter name="Series A" data={data} fill="#8884d8" />
</ScatterChart>

Composed Charts

Mix multiple chart types:

<ComposedChart data={data}>
  <XAxis dataKey="name" />
  <YAxis />
  <CartesianGrid stroke="#f5f5f5" />
  <Tooltip />
  <Legend />
  <Area type="monotone" dataKey="total" fill="#8884d8" stroke="#8884d8" />
  <Bar dataKey="sales" barSize={20} fill="#413ea0" />
  <Line type="monotone" dataKey="profit" stroke="#ff7300" />
</ComposedChart>

Responsive Sizing

Option 1: responsive prop (Recharts 3.3+, recommended)

Set responsive on the chart itself. Uses standard CSS sizing rules:

<LineChart data={data} width="100%" height={300} responsive>
  {/* chart components */}
</LineChart>

Works with flexbox and CSS grid layouts. Also supports CSS style props:

<LineChart data={data} responsive style={{ maxWidth: 800, width: '100%', aspectRatio: '16/9' }}>
  {/* chart components */}
</LineChart>

Option 2: ResponsiveContainer (older versions)

For Recharts < 3.3, wrap chart in ResponsiveContainer:

<ResponsiveContainer width="100%" height={300}>
  <LineChart data={data}>
    {/* chart components */}
  </LineChart>
</ResponsiveContainer>

Critical: ResponsiveContainer must have a parent with defined dimensions. Height must be a number, not a percentage.

Static sizing

Set width and height directly as pixels or percentages:

<LineChart data={data} width={600} height={300}>
  {/* chart components */}
</LineChart>

Axes Configuration

XAxis / YAxis Props

<XAxis 
  dataKey="name"           // property to display
  type="category"          // "category" or "number"
  domain={[0, 'dataMax']}    // axis range
  tick={{ fill: '#666' }}    // tick styling
  tickFormatter={(value) => `$${value}`}  // format labels
  angle={-45}               // rotate labels
  textAnchor="end"         // text alignment
  height={60}              // extra space for labels
/>

Axis Types

• Category axis (default for X): Treats values as discrete labels
• Number axis (default for Y): Treats values as continuous scale

Custom Domains

Control axis range:

// Fixed range
<YAxis domain={[0, 100]} />

// Auto with padding
<YAxis domain={[0, 'auto']} />

// Data-based with overflow allowed
<YAxis domain={[0, 'dataMax + 100']} allowDataOverflow />

// Logarithmic scale
<YAxis type="number" scale="log" domain={['auto', 'auto']} />

Customization

Custom Tooltip

const CustomTooltip = ({ active, payload, label }) => {
  if (active && payload && payload.length) {
    return (
      <div className="custom-tooltip">
        <p className="label">{`${label}`}</p>
        <p className="intro">{`Sales: ${payload[0].value}`}</p>
        <p className="desc">Additional info...</p>
      </div>
    );
  }
  return null;
};

<Tooltip content={<CustomTooltip />} />

Custom Legend

const CustomLegend = ({ payload }) => (
  <ul>
    {payload.map((entry, index) => (
      <li key={`item-${index}`} style={{ color: entry.color }}>
        {entry.value}
      </li>
    ))}
  </ul>
);

<Legend content={<CustomLegend />} />

Custom Shapes

Custom bar shape:

const CustomBar = (props) => {
  const { x, y, width, height, fill } = props;
  return <path d={`M${x},${y} ...`} fill={fill} />;
};

<Bar shape={<CustomBar />} dataKey="sales" />
// OR
<Bar shape={(props) => <CustomBar {...props} />} dataKey="sales" />

Custom Labels

<Line 
  dataKey="sales" 
  label={{ position: 'top', fill: '#666', fontSize: 12 }}
/>

// Custom label component
<Line 
  dataKey="sales" 
  label={<CustomLabel />}
/>

Styling

Chart styles:

<LineChart style={{ backgroundColor: '#f5f5f5' }}>

Axis styling:

<XAxis 
  axisLine={{ stroke: '#666' }}
  tickLine={{ stroke: '#666' }}
  tick={{ fill: '#666', fontSize: 12 }}
/>

Grid styling:

<CartesianGrid strokeDasharray="3 3" stroke="#e0e0e0" />

Interactions

Active Elements and Interaction Control

The Tooltip component controls active element highlighting. Do not use activeIndex prop (removed in v3).

Tooltip interaction props:

• defaultIndex: Sets initial highlighted item on render
• active: If true, tooltip remains active after interaction ends
• trigger: "hover" (default) or "click" for click-based interaction
• content: Custom content or () => null to hide tooltip text while keeping highlight
• cursor: Visual cursor in plot area, set to false to hide

{/* Click-based interaction with hidden tooltip text */}
<Tooltip trigger="click" content={() => null} cursor={false} />

{/* Default highlighted item on render */}
<Tooltip defaultIndex={2} />

Click Events

<LineChart => console.log(e)}>
  <Bar 
    dataKey="sales" 
    index) => console.log('Bar clicked:', data)}
  />
</LineChart>

Synchronized Charts

Link multiple charts with syncId:

<LineChart data={data1} syncId="anyId">
  {/* components */}
</LineChart>

<LineChart data={data2} syncId="anyId">
  {/* components - tooltips synchronize */}
</LineChart>

Brush for Zooming

<LineChart data={data}>
  {/* other components */}
  <Brush dataKey="name" height={30} stroke="#8884d8" />
</LineChart>

Performance Optimization

1. Stable References

Use useMemo and useCallback for props:

// BAD - new function on every render
<Line dataKey={(entry) => entry.sales * 2} />

// GOOD - stable reference
const dataKey = useCallback((entry) => entry.sales * 2, []);
<Line dataKey={dataKey} />

2. Memoize Components

const MemoizedChart = React.memo(({ data }) => (
  <LineChart data={data}>
    {/* components */}
  </LineChart>
));

3. Isolate Changing Components

Separate frequently updating components:

const Chart = () => {
  const [hoveredData, setHoveredData] = useState(null);
  
  return (
    <LineChart>
      {/* Static components */}
      <Line dataKey="sales" />
      
      {/* Dynamic overlay */}
      <ReferenceLine x={hoveredData?.x} stroke="red" />
    </LineChart>
  );
};

4. Debounce Events

import { useDebouncedCallback } from 'use-debounce';

const handleMouseMove = useDebouncedCallback((e) => {
  setPosition(e.activeLabel);
}, 10);

<LineChart

5. Reduce Data Points

For large datasets, consider aggregation:

// Bin data before rendering
const binnedData = useMemo(() => {
  return d3.bin().value(d => d.x)(rawData);
}, [rawData]);

Accessibility

Recharts includes built-in accessibility support:

<LineChart accessibilityLayer={true}>
  <Line dataKey="sales" name="Monthly Sales" />
</LineChart>

Accessibility is enabled by default. The chart is keyboard navigable and screen reader compatible.

ARIA props:

<LineChart role="img" aria-label="Sales chart showing monthly revenue">

Common Patterns

Multiple Data Series

<LineChart data={data}>
  <XAxis dataKey="month" />
  <YAxis />
  <Tooltip />
  <Legend />
  <Line type="monotone" dataKey="productA" name="Product A" stroke="#8884d8" />
  <Line type="monotone" dataKey="productB" name="Product B" stroke="#82ca9d" />
  <Line type="monotone" dataKey="productC" name="Product C" stroke="#ffc658" />
</LineChart>

Horizontal Bar Chart

<BarChart layout="vertical" data={data}>
  <XAxis type="number" />
  <YAxis type="category" dataKey="name" />
  <Bar dataKey="value" />
</BarChart>

Donut Chart

const COLORS = ['#0088FE', '#00C49F', '#FFBB28', '#FF8042'];

<PieChart>
  <Pie
    data={data}
    innerRadius={60}
    outerRadius={80}
    paddingAngle={5}
    dataKey="value"
    shape={(props) => <Sector {...props} fill={COLORS[props.index % COLORS.length]} />}
  />
</PieChart>

Note: Cell component is deprecated and will be removed in Recharts 4.0. Use the shape prop on Bar, Pie, Scatter, etc. instead.

Reference Lines/Areas

<LineChart data={data}>
  {/* ... */}
  <ReferenceLine y={5000} label="Target" stroke="red" strokeDasharray="3 3" />
  <ReferenceArea x1="Jan" x2="Mar" fill="#8884d8" fillOpacity={0.1} />
</LineChart>

Error Bars

<ScatterChart>
  <Scatter data={data}>
    <ErrorBar dataKey="errorX" width={4} strokeWidth={2} />
    <ErrorBar dataKey="errorY" width={4} strokeWidth={2} direction="y" />
  </Scatter>
</ScatterChart>

Integration Patterns

With State Management

const SalesChart = () => {
  const [timeRange, setTimeRange] = useState('month');
  const data = useSelector(state => selectSalesData(state, timeRange));
  
  return (
    <ResponsiveContainer>
      <LineChart data={data}>
        {/* components */}
      </LineChart>
    </ResponsiveContainer>
  );
};

With Real-time Data

const RealtimeChart = () => {
  const [data, setData] = useState([]);
  
  useEffect(() => {
    const interval = setInterval(() => {
      setData(prev => [...prev.slice(-20), newDataPoint]);
    }, 1000);
    return () => clearInterval(interval);
  }, []);
  
  return (
    <LineChart data={data}>
      <XAxis dataKey="time" />
      <YAxis domain={['auto', 'auto']} />
      <Line type="monotone" dataKey="value" isAnimationActive={false} />
    </LineChart>
  );
};

Z-Index and Layering (v3.4+)

Components render in a default order (grid < axes < chart elements < tooltip/legend). Override with zIndex prop:

<Line dataKey="sales" zIndex={10} />  // Render on top

For components without direct zIndex support, wrap in ZIndexLayer:

import { ZIndexLayer } from 'recharts';

<ZIndexLayer zIndex={5}>
  <CustomAnnotation />
</ZIndexLayer>

Coordinate Systems

Recharts has three coordinate systems:

1. Domain coordinates - Data values (e.g., x="March", y=5000). Used by ReferenceLine, ReferenceDot, ReferenceArea. Automatically converted to pixels.
2. Pixel coordinates - Positions relative to chart viewBox. Used for custom SVG shapes. Access via usePlotArea(), useOffset(), useChartWidth() hooks.
3. Mouse event coordinates - Browser viewport coordinates. Convert with getRelativeCoordinate(event, element).

Converting between systems:

• Data to pixels: useXAxisScale(), useYAxisScale()
• Pixels to data: useXAxisInverseScale(), useYAxisInverseScale()

Troubleshooting

Chart Not Rendering

• Ensure ResponsiveContainer has a parent with defined dimensions
• Check that height is a number (not percentage in ResponsiveContainer)
• Verify data is an array of objects

Tooltip Not Showing

• Ensure Tooltip component is included
• Check that dataKey values exist in data objects

Axis Labels Overlapping

• Rotate labels: <XAxis angle={-45} textAnchor="end" height={80} />
• Use interval: <XAxis interval={0} /> (0 = show all, 'preserveStartEnd' = auto)

Animation Issues

• Disable: <Line isAnimationActive={false} />
• Reduce duration: <Line animationDuration={500} />

Resources

References

• API Reference - Complete component props and API details
• Examples - Common chart patterns and code snippets
• Best Practices - Performance and design guidelines

External Resources

• Official Documentation
• Storybook
• GitHub