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MultiChart for Financial Markets — A Practical Guide

· 9 min read
ApudFlow OS
Platform Updates

This guide shows how to use MultiChart to analyze financial markets faster and with more confidence. It covers what MultiChart can render, proven layer recipes, practical workflows, and why a single, layered view is a real edge.

What is MultiChart?

MultiChart combines multiple visualization layers on a single time axis. You can stack price, indicators, alternative chart types, volume, heatmaps, and order‑flow insights in one view with interactive legend, tooltip, and last‑value chips.

Supported layers (at a glance)

  • Price: Candle, Heikin Ashi, Bar, Equivolume
  • Lines & areas: Line, Tick, Area, Mountain (gradient)
  • Brick‑based: Renko, Range Bar, Point & Figure, Kagi
  • Indicators: Bollinger Bands, Ichimoku (Tenkan/Kijun/Span A/B cloud/Chikou)
  • Volume & order flow: Volume (bottom band), Footprint (candle + buy/sell levels)
  • Events/metrics: Bubble (size/color encodings), Heatmap (time × Y‑category in bottom band)

Tooltip shows context‑aware values (e.g., OHLC, Bollinger M/U/L, Ichimoku T/K/A/B/Ch, Volume). Legend above the chart lets you toggle layers instantly; last‑value chips on the right give a quick read of the latest levels.

Why this is a real advantage

  • Single timeline context: No more tab hopping across tools; compare signals at the exact same moment.
  • Faster synthesis: Tooltip consolidates values across all visible layers under your cursor.
  • Fewer blind spots: Mix complementary views (trend + volatility + volume + structure) to reduce false positives.
  • Multi‑timeframe ready: Layer slow trend context with faster execution signals on the same canvas.
  • Lower cognitive load: Top legend toggles, descriptive layer picker, and last‑value chips keep focus on the price action.
  • Robust data path: Backend normalizes inputs (safe parsing, append mode, rowsExpr), so display stays resilient.

Quick start (3–5 minutes)

  1. Add a MultiChart widget.
  2. Click “Add layer” and select a type (each option has a short description).
  3. Provide layer data (see formats below) and hit Apply.
  4. Repeat for 2–4 layers; keep it lean for clarity.
  5. Use the legend to toggle layers; hover for the tooltip; glance right for last values.

Tip: For large inputs, set a Global limit for smooth performance.

Proven recipes for markets

  • Trend following (clean + context)

    • Candle + Ichimoku (Tenkan/Kijun + cloud) + Volume
    • Read cloud bias and Tenkan/Kijun crosses; confirm with volume expansions.
  • Mean reversion / volatility bands

    • Candle + Bollinger Bands (+ Line for mid)
    • Fade extremes back to middle in ranges; avoid when trend/cloud bias is strong.
  • Noise reduction for structure

    • Renko or Range Bar + Kagi
    • Reveal swing structure and reversals; helpful for stop placement and breakouts.
  • Order flow confidence

    • Candle + Footprint + Volume
    • Watch footprint imbalance near prior highs/lows; confirm with volume spikes on breaks or rejections.
  • Event overlays

    • Candle + Heatmap (categories: events/signals/flows)
    • Correlate price response to discrete events without leaving the chart.
  • Momentum with confirmation

    • Heikin Ashi + Mountain (momentum line) + Bollinger mid
    • Smooth candles, slope + pullback to mid as continuation entries.

Multi‑timeframe layering

  • Use slower layer(s) for bias (e.g., Ichimoku, Mountain/Area of higher timeframe feed).
  • Add a faster execution layer (Tick/Line) to refine entries around key levels.
  • Toggle slow layers off temporarily when managing precise execution.

Interactions that speed you up

  • Top legend: toggle layers instantly, no menus.
  • Tooltip: vertical guide + consolidated lines per layer under your cursor.
  • Last‑value chips: right‑side labels with connectors; see the latest level per layer at a glance.

Data formats (summary)

  • Candle/Heikin/Bar/Equivolume: { ts, o, h, l, c, (volume) }
  • Line/Tick/Area/Mountain: { ts, value }
  • Renko/Range Bar/Point & Figure: { ts, o, c, up }
  • Bollinger: { ts, middle, upper, lower }
  • Kagi: { ts, value, thick, up }
  • Volume: { ts, volume }
  • Footprint: { ts, o, h, l, c, (volume), (levels:[{ price, buy, sell }]) }
  • Bubble: { ts, value, size, (colorValue) }
  • Ichimoku: { ts, value } for each of: tenkan/kijun/spanA/spanB/chikou
  • Heatmap: { ts, y, value } (Y = category label)

Notes:

  • ts in seconds (Unix). Heatmap/Volume draw in bottom bands and don’t affect price scale.
  • Ichimoku lines are considered in price range calculation; Heatmap is excluded.

Performance tips

  • Keep 3–6 layers visible; hide diagnostic layers via legend as needed.
  • Use Global limit or pre‑downsample on the backend for very large histories.
  • Prefer Area/Mountain/Line over highly granular Tick when you only need trend context.

Risk & usage notes

  • This is an analysis tool, not investment advice.
  • Validate strategies out‑of‑sample; combine price, volume, and structure for robustness.
  • Be mindful of liquidity and execution costs when translating signals to orders.

Next steps

  • Add Y‑axis labels for Heatmap categories (coming).
  • Per‑component toggles for Ichimoku in the configurator.
  • Persist layer visibility state across sessions.

With MultiChart, you can compress the analysis loop: one chart, multiple truths. Less context switching, more time spent on decisions that matter.

Examples: market playbooks

Below are practical, step‑by‑step setups you can reproduce quickly.

1) Intraday breakout with volume confirmation

  • Layers: Candle + Volume + Footprint + Heatmap (events/news/sessions)
  • Read:
    • Mark prior session high/low or pre‑market extremes (Heatmap category = level).
    • Watch for price consolidation under the level; then break with a volume spike (Volume) and buy‑side imbalance on Footprint.
    • Tooltip confirms the candle OHLC and footprint context exactly at break.
  • Execution:
    • Entry on break/close above level with footprint buy > sell.
    • Invalidation if price re‑enters range and footprint flips (sell imbalance) on pullback.
    • Take partials into the next HTF level; trail using prior 1–2 candle lows.

2) Swing trend following with Ichimoku

  • Layers: Heikin Ashi (or Candle) + Ichimoku + Volume
  • Read:
    • Cloud color/position for bias; Tenkan crossing above Kijun for momentum.
    • Chikou above price confirms trend maturity; Volume upticks on legs.
  • Execution:
    • Enter on pullback to Kijun with Tenkan rising and cloud supportive.
    • Exit/trail when Tenkan crosses down or price closes inside/opposite the cloud.

3) Range mean reversion with Bollinger

  • Layers: Candle + Bollinger Bands (±2σ) + Volume (filter)
  • Read:
    • In sideways regimes, tests of Upper/Lower bands tend to revert to the Middle.
    • Avoid when Volume expands in the direction of the move (possible regime shift).
  • Execution:
    • Fade near band extremes back to the middle; stop outside the band; reduce when volume expands.

4) Multi‑timeframe overlay

  • Layers: Mountain (HTF feed; e.g., 4H) + Candle (LTF; e.g., 15m) + Bollinger mid
  • Read:
    • Use Mountain slope as higher‑timeframe bias; focus on LTF continuation in that direction.
    • Bollinger mid on LTF serves as a dynamic pullback reference.
  • Execution:
    • Enter on LTF pullback to the mid in the direction of HTF slope; exit on mid loss or slope flattening.

5) Structure & stops with Renko/Kagi

  • Layers: Renko (or Range Bar) + Kagi
  • Read:
    • Clean swing structure and reversal points; Kagi thickness highlights trend vigor.
  • Execution:
    • Place stops beyond the prior brick swing; enter on Kagi thickening in trend direction.

rowsExpr examples (Eval, no JSON)

Prefer passing expressions that evaluate to a list of dictionaries. You can reference two built‑in scopes: vars and data. If your platform supports mustache, you can wrap the expression, e.g. {{ ... }}.

Tip: Ensure timestamps are Unix seconds. If your source is in milliseconds, convert with r['ts'] // 1000 in a list comprehension.

Candle (from Yahoo feed in vars)

type: Candle
rowsExpr: "{{ vars['fetch_yahoo_n_v7is']['data'] }}"
open: "o"
close: "c"
high: "h"
low: "l"
timestamp: "ts"
limit: 500

If your ts is in milliseconds:

rowsExpr: "[{'ts': r['ts']//1000, 'o': r['o'], 'h': r['h'], 'l': r['l'], 'c': r['c']} for r in vars['fetch_yahoo_n_v7is']['data']]"

Line (close as a single value series)

type: Line
rowsExpr: "[{'ts': r['ts'], 'value': r['c']} for r in vars['fetch_yahoo_n_v7is']['data']]"
timestamp: "ts"
fields: "value"
shade: false

Volume (bottom band)

type: Volume
rowsExpr: "[{'ts': r['ts'], 'volume': r.get('volume') or r.get('v') or 0} for r in vars['fetch_yahoo_n_v7is']['data']]"
timestamp: "ts"

Ichimoku (computed server‑side from OHLC)

Use the same OHLC rows; the worker computes Tenkan/Kijun/Span A/B/Chikou.

type: Ichimoku
rowsExpr: "{{ vars['fetch_yahoo_n_v7is']['data'] }}"
open: "o"
close: "c"
high: "h"
low: "l"
timestamp: "ts"

Bollinger Bands (precomputed in vars)

If you already have bands in vars['bb_20_2'] with middle/upper/lower:

type: Bollinger
rowsExpr: "{{ vars['bb_20_2'] }}"
timestamp: "ts"
middle: "middle"
upper: "upper"
lower: "lower"

Or derive from closes on the fly (simple example, pseudo‑rolling):

rowsExpr: "(lambda rows: [
{'ts': rows[i]['ts'], 'middle': sum([r['c'] for r in rows[i-19:i+1]])/20,
'upper': (sum([r['c'] for r in rows[i-19:i+1]])/20) + 2*(((sum([(r['c']- (sum([q['c'] for q in rows[i-19:i+1]])/20))**2 for r in rows[i-19:i+1]])/20))**0.5),
'lower': (sum([r['c'] for r in rows[i-19:i+1]])/20) - 2*(((sum([(r['c']- (sum([q['c'] for q in rows[i-19:i+1]])/20))**2 for r in rows[i-19:i+1]])/20))**0.5)
} for i in range(19, len(rows))
])(vars['fetch_yahoo_n_v7is']['data'])"

Heatmap (events → categories)

Map heterogeneous event arrays into a unified shape { ts, y, value }:

type: Heatmap
rowsExpr: "
([{'ts': e['ts'], 'y': 'earnings', 'value': 1} for e in vars.get('earnings', [])] +
[{'ts': n['ts'], 'y': 'news', 'value': 1} for n in vars.get('news', [])] +
[{'ts': s['ts'], 'y': 'session-open', 'value': 1} for s in vars.get('sessions', [])])
"
timestamp: "ts"
category: "y"
value: "value"

Footprint (order flow with price levels)

If your order‑flow provider is stored under vars['oflow']:

type: Footprint
rowsExpr: "{{ vars['oflow'] }}"
open: "o"
close: "c"
high: "h"
low: "l"
timestamp: "ts"
levels: "levels" # array of { price, buy, sell }

Notes

  • You can pass a Python list directly as rowsExpr (no mustache needed).
  • safe_eval sees: vars, data, and a small set of built‑ins (sum, len, min, max, sorted, list comprehensions, etc.).
  • If a layer expects OHLC, provide field names via mapping options (open/close/high/low/timestamp).

Checklist before trading

  • Data sanity: timestamps increasing, fields present (e.g., o/h/l/c, value, volume).
  • Visibility: keep 3–6 layers; hide diagnostics via legend on demand.
  • Regime: trend vs. range — pick the recipe that matches the regime.
  • Confirmation: volume or footprint to back price signals.
  • Risk: define invalidation (where the idea is clearly wrong), not just target.

multichart-legend-top-tooltip

· One min read

slug: multichart-legend-top-tooltip title: MultiChart — Top Legend and Tooltip authors: system date: 2025-10-14 tags: [charts, ux]

Two UX improvements that make MultiChart easier to work with:

  • Legend moved above the chart — quick layer visibility toggles in a single row. The chart reserves top space so nothing overlaps.
  • Tooltip on hover — vertical guide line and a box with the time and values for all visible layers at that moment (OHLC, Bollinger M/U/L, Ichimoku T/K/A/B/Ch, Volume, etc.).

This speeds up analysis and cross‑layer comparisons.

multichart-ichimoku-heatmap

· One min read

slug: multichart-ichimoku-heatmap title: MultiChart — Ichimoku and Heatmap authors: system date: 2025-10-12 tags: [charts, indicators]

We added two powerful visualizations to MultiChart:

  • Ichimoku: Tenkan, Kijun, Span A/B (with cloud), Chikou. Default colors and readable cloud opacity. Tooltip shows T/K/A/B/Ch at the hovered time.
  • Heatmap: A band at the bottom (time × Y category). Color from a palette (inferno by default; also viridis, magma, plasma). Does not affect the price scale.

We also polished backend computations (series normalization, safe parsing of values and timestamps).

Planned: Heatmap Y‑axis labels and Ichimoku component toggles in the configurator.

multichart-new-layers

· One min read

slug: multichart-new-layers title: MultiChart — New Layer Types authors: system date: 2025-10-09 tags: [charts, release, analytics]

We’re shipping a bigger batch of new layer types for MultiChart. This lets you combine more analytical approaches on a single time axis.

What’s new:

  • Price: Heikin Ashi, Bar, Equivolume, Area, Mountain (Area variant with a soft gradient)
  • Advanced: Renko, Range Bar, Point & Figure, Kagi, Tick
  • Indicators: Bollinger Bands
  • Other: Bubble (radius from size, optional color from colorValue), Footprint (candle outline with per-level buy/sell)

Tips:

  • Start with 3–5 layers for clarity (e.g., Candle + Bollinger + Volume).
  • Use the global limit if you process larger datasets.

Docs: guides will be updated shortly; in the meantime, see the in‑app layer descriptions and on‑chart tooltips.

Autumn Performance Tune-Up

· One min read
ApudFlow OS
Platform Updates

We shipped a platform-wide performance tune focused on perceived latency and resource efficiency.

Changes:

  • Reduced initial workflow editor bundle size.
  • Cached monetization lookups across dashboard sessions.
  • Smarter diff-based dashboard layout persistence.

Expect faster navigation and smoother edits.

Docs: System Overview & relevant feature pages.

Conversation Reply Enhancements

· One min read
ApudFlow OS
Platform Updates

Threaded replies now auto-focus the input after send and optimistically insert your draft while confirming backend persistence, smoothing rapid follow-up exchanges.

Docs: System Overview → Messages.

Expanded Credits Tab

· One min read
ApudFlow OS
Platform Updates

The Credits tab now exposes auto top-up status inline and adds guidance for recommended thresholds based on recent consumption velocity.

Docs: Requirements → Billing Readiness.

Usage Insights for Shared Assets

· One min read
ApudFlow OS
Platform Updates

Early usage insight counters show basic adoption metrics for your shared workflows and widgets (installs and duplicates). This helps guide iterative improvements and pricing decisions.

Docs: Managing Workflows → FAQ (adoption & duplicates context).

Messages Bulk Actions

· One min read
ApudFlow OS
Platform Updates

You can mark multiple messages read in a single interaction. Bulk selection reduces inbox cleanup friction for active monetizers receiving frequent system notices.

Docs: System Overview → Messages.

Dashboard FAQ Enhancements

· One min read
ApudFlow OS
Platform Updates

The Dashboards FAQ received clarifications on empty state causes and refresh behavior. Added quick tips on grouping widgets and prioritizing layout for readability.

Docs: Dashboards → FAQ.

Billing Visibility Chips Update

· One min read
ApudFlow OS
Platform Updates

Pricing chips now standardize copy and units across all lists: Paid: AMOUNT CURRENCY/mo or /cycle where applicable. Free items remain clearly marked.

This improves quick scanning of marketplace and workflow asset pickers.

Docs: System Overview → Monetization & Credits.

Persistent Dashboard Layout Engine

· One min read
ApudFlow OS
Platform Updates

Dashboard widget coordinates now persist instantly—no more accidental reverts after refresh. The save model was optimized to batch minor drags while remaining resilient to network hiccups.

Highlights:

  • Debounced save with conflict safety.
  • Better visual ghost while dragging.
  • Lower bandwidth usage.

See docs: Dashboards → Ordering & Updating.

Dashboards FAQ Live

· One min read
ApudFlow OS
Platform Updates

A dedicated Dashboards FAQ page is now available covering empty states, resizing, and pricing visibility.

Browse it to troubleshoot common layout or data questions.

Docs: Dashboards → FAQ.

Widget Card Anatomy

· One min read
ApudFlow OS
Platform Updates

We refined the widget card layout for clarity.

Updates:

  • Cleaner header hierarchy.
  • Optional last-updated footer.
  • Consolidated settings & refresh actions.

Docs: Dashboards → Widget Card.

Sharing Custom Workers

· One min read
ApudFlow OS
Platform Updates

Custom workers can now be published with versioned moderation and optional monetization.

What to include:

  • Clear description.
  • Input/Output summary.
  • Changelog for updates.

Docs: Workers → Sharing Custom Workers.

Unified Worker Previews

· One min read
ApudFlow OS
Platform Updates

Data, Results, and Errors previews now share a unified layout across all worker types.

Improvements:

  • Faster switching between preview modes.
  • Clearer error context.
  • Consistent empty state messaging.

Docs: Workers → Data / Results / Errors Preview.

Credits Auto Top-Up Settings

· One min read
ApudFlow OS
Platform Updates

Configure automatic credit replenishment when your balance drops below a chosen threshold.

Includes:

  • Enable/disable toggle.
  • Amount and threshold validation.
  • Immediate reflection in Credits tab.

Docs: Requirements → Billing Readiness.

Unified Monetization API

· One min read
ApudFlow OS
Platform Updates

A single Monetization API now governs workflows, widgets, workers, and dashboards.

Benefits:

  • Consistent pricing modes (monthly / cycle where applicable).
  • Centralized validation for price changes.
  • Simplified frontend forms.

Docs: System Overview → Monetization & Credits.

AI Summary Widgets

· One min read
ApudFlow OS
Platform Updates

Introduce narrative context to your dashboards with AI-generated summary widgets.

Use cases:

  • Daily market recap
  • Performance deviation explanations
  • Goal tracking insights

Docs: Dashboards → Examples (Market Overview / Productivity).

Threaded User Messages

· One min read
ApudFlow OS
Platform Updates

You can now reply directly to user messages. Each conversation groups under a shared thread id.

Features:

  • Inline reply box.
  • Sent copies appear instantly.
  • System vs user message badges.

Docs: System Overview → Messages.