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Candlestick chart

A candlestick chart is a type of financial chart that visually represents the price movements of a security, derivative, or currency over a specific time period, such as a day or week, by displaying the opening, high, low, and closing prices in the form of individual "candles."^[1] Each candle consists of a rectangular body, which illustrates the range between the opening and closing prices, and thin lines called shadows or wicks extending above and below the body to show the highest and lowest prices reached during the period.^[2] The color or fill of the body typically indicates direction: a bullish (upward) movement if the close is higher than the open (often shown as white or green), and a bearish (downward) movement if the close is lower (often black or red).^[3] Originating in Japan during the 18th century, candlestick charting was developed by the legendary rice trader Munehisa Homma at the Dojima Rice Exchange in Osaka, where it was used to analyze price fluctuations in the rice market by incorporating psychological and emotional factors influencing traders.^[3] Homma's techniques, refined over generations, emphasized not just price data but also market sentiment and supply-demand dynamics, allowing for predictions of future price trends based on recurring patterns.^[1] Although initially applied to commodities like rice, the method was later adapted for stocks following the establishment of the Tokyo Stock Exchange in the late 19th century and gained prominence in Western markets after Steve Nison introduced it through his 1991 book Japanese Candlestick Charting Techniques.^[2] In modern technical analysis, candlestick charts are valued for their ability to reveal market psychology through recognized patterns, such as the Doji (indicating indecision when open and close are nearly equal) or the Hammer (a potential bullish reversal with a small body and long lower shadow).^[1] These patterns, when combined with volume data and trend context, help traders identify potential reversals, continuations, or consolidations in price action, offering a more intuitive alternative to traditional bar or line charts.^[3] Empirical studies have shown that certain candlestick signals, like the bearish Shooting Star, can produce statistically significant short-term excess returns in stock markets, though their predictive power diminishes over longer horizons and must be used cautiously within broader strategies.^[3]

Fundamentals

Components

A candlestick chart derives its structure from four primary data points for each selected time interval: the open price (the asset's price at the period's start), the high price (the highest price reached), the low price (the lowest price reached), and the close price (the asset's price at the period's end), collectively referred to as OHLC values.^[4] These elements capture the essential price action, providing a visual summary of volatility and direction within the interval.^[5] The real body forms the core rectangular component of the candlestick, spanning the range between the open and close prices.^[6] When the close exceeds the open, the body is conventionally filled in green or left unfilled (white), denoting bullish sentiment where buyers dominated.^[5] Conversely, if the open surpasses the close, the body is colored red or filled (black), highlighting bearish control by sellers.^[4] The body's relative size conveys the conviction behind the price shift: a tall body signals robust momentum, as the price moved decisively in one direction, whereas a narrow body reflects limited net change and potential hesitation.^[6] Extending from the body's top and bottom are the upper shadow (or wick) and lower shadow, thin lines that mark the extremes of the high and low prices beyond the open-close range.^[5] These shadows illustrate intraperiod volatility, with longer shadows indicating wider price swings and tests of support or resistance levels that ultimately failed to hold.^[4] Body size further elucidates market dynamics; for instance, a long white body—a substantial green rectangle with minimal shadows—demonstrates strong buying pressure, as the price opened low but closed near the high, evidencing sustained upward drive.^[5] In opposition, a doji features an open and close that are virtually identical, resulting in a thin or nonexistent body crossed by shadows, which portrays equilibrium between buyers and sellers and often hints at indecision.^[4]

Construction

The construction of a candlestick chart involves selecting a time interval, such as 1-minute, daily, or weekly, to aggregate price data into discrete periods, each represented by a single candlestick.^[5] Within each interval, the open price is the first transaction price, the high is the maximum price achieved, the low is the minimum price reached, and the close is the last transaction price during that period.^[7] This OHLC (open-high-low-close) aggregation is computed from raw tick data—individual trade records including price, volume, and timestamp—sourced from exchange feeds or historical databases.^[8] The chart is plotted with the horizontal axis marking the sequence of time intervals and the vertical axis scaling price levels, positioning each candlestick adjacently in chronological order.^[5] The body, spanning the open and close prices, forms a rectangular element whose length is given by | \text{Close} - \text{Open} |, colored typically green or white if close exceeds open (indicating bullish sentiment) and red or black otherwise (bearish).^[7] Shadows, or wicks, extend vertically from the body to the high and low prices, completing the candlestick's structure.^[5] Price gaps arise when the open of one candlestick does not overlap with the prior close, creating visible spaces on the chart that reflect overnight or inter-session discontinuities in trading.^[7] Volume, representing the total shares or contracts traded in the interval, is not core to the candlestick but can be overlaid as separate bars below the chart for additional context on market participation.^[8] For example, constructing a daily candlestick from intraday tick data begins with the open as the first trade's price at market open, the high and low as the day's price extremes, and the close as the last trade before close; the body length is | \text{Close} - \text{Open} |, with color determined by the sign of \text{Close} - \text{Open}.^[7] If open is $32.10, close $34.00, high $35.00, and low $32.00, the body spans $1.90 (white or green), with an upper shadow of $1.00 and lower shadow of $0.10.^[7]

Historical Development

Japanese Origins

The origins of candlestick charting trace back to 18th-century Japan, where rice trader Munehisa Homma, born in 1724 in Sakata and later known as Sokyu Honma, pioneered the technique while trading at the Dojima Rice Exchange in Osaka. Homma, from a prominent family of rice merchants, developed these methods during the Edo period (1603–1868) under the Tokugawa Shogunate, a time when rice served as a form of currency and the Dojima exchange represented the world's first organized futures market for rice contracts established in the late 1600s. His innovations arose from observing price fluctuations in the Sakata rice market, where he amassed a fortune through systematic analysis, reportedly achieving 100 consecutive profitable trades and earning the moniker "god of the markets."^[9]^[10] In 1755, Homma published San-en Kinsen Hiroku, translated as The Fountain of Gold – The Three Monkey Record of Money, the earliest known text on market psychology and candlestick techniques, which detailed his strategies for predicting rice prices. The book's title alludes to the "three wise monkeys" proverb symbolizing discretion in trading, reflecting feudal Japan's cultural emphasis on restraint amid economic volatility. Homma's approach focused on price action psychology, incorporating market sentiment and trader emotions to interpret supply-demand dynamics beyond mere numerical data, such as open, high, low, and close prices, thereby enabling more nuanced forecasts in the opaque feudal trading environment.^[10]^[11] Early candlestick terminology emerged from this context, with terms like doji—meaning "equal" or "cross," denoting a candlestick where opening and closing prices are nearly identical, signaling market indecision—and hammer, a pattern with a small body and long lower shadow indicating potential bottom reversals in downtrends, rooted in observations of emotional shifts among rice merchants. These concepts were culturally attuned to Japan's hierarchical trading society, where psychological cues helped navigate risks in rice-based feudal economies without modern information flows.^[10] Homma's methods spread among merchants in Osaka and Edo (modern Tokyo) during the Edo period, adopted through trading communities and formalized in subsequent works like Sakata Senho and Sakata's Five Rules, influencing rice traders well before Western charting techniques. This dissemination occurred via oral traditions and merchant networks in Japan's urban centers, establishing candlesticks as a staple for price prediction in domestic commodity markets.^[10]^[9]

Western Adoption

The introduction of candlestick charting to Western financial markets occurred gradually in the 1980s, primarily through limited translations and early adoption by a few analysts, before gaining broader recognition. Western traders first became aware of these charts during this decade, with figures like Michael Feeny, head of technical analysis at Sumitomo's London office, incorporating them into daily work.^[12]^[13] This initial exposure was niche, as candlestick techniques remained largely unknown outside Japan until the late 1980s.^[14] The pivotal moment came in 1991 with Steve Nison's publication of Japanese Candlestick Charting Techniques, which is credited with systematically introducing the method to Western audiences and sparking widespread interest amid the technical analysis boom of the 1990s.^[15]^[16] Nison's work translated and adapted ancient Japanese practices for modern markets, leading to an explosion in usage as traders sought visual tools for price action analysis during a period of expanding financial globalization and computational trading tools.^[17] By the mid-1990s, candlesticks had become a major component of technical analysis in the West, transitioning from obscurity to a key element in stock, forex, and commodity trading.^[12] Adaptations in the West involved integrating candlestick charts with established indicators like moving averages to enhance signal confirmation, allowing traders to overlay trends and support/resistance levels on the same visual framework.^[18]^[19] Color conventions were also standardized for clarity, shifting from Japan's traditional black (bearish) and white (bullish) bodies to the more intuitive green (bullish) and red (bearish) used in most Western platforms, facilitating quick market sentiment assessment.^[15] Early adoption faced skepticism from proponents of bar and line charts, who questioned the predictive reliability of candlestick patterns under the efficient market hypothesis prevalent in Western finance.^[20] Despite this, milestones such as their inclusion in professional platforms like the Bloomberg Terminal helped overcome resistance.^[21] By the 2020s, candlestick charting had become a standard feature in most trading software, reflecting broad acceptance as a core visual aid for technical analysis.

Interpretation

Basic Signals

Basic signals in candlestick charting refer to interpretations derived from individual candlesticks, focusing on their shape, size, and position relative to preceding price action to gauge market sentiment. These signals provide initial insights into potential shifts in buyer or seller dominance but require contextual validation for reliability.^[22] Bullish signals emerge from candlesticks that suggest increasing buying pressure, particularly after a downtrend. A long white candlestick, characterized by a large body where the close is significantly higher than the open, indicates strong buyer control and potential upward momentum.^[22] The hammer pattern, with a small body at the upper end, a long lower shadow at least twice the body's length, and little to no upper shadow, signals a potential reversal as buyers reject lower prices and push the close near the open.^[23] Bearish signals, conversely, highlight seller dominance, often following an uptrend. A long black candlestick, featuring a large body with the close well below the open, reflects robust selling pressure that could lead to further declines.^[22] The shooting star, marked by a small body near the low, a long upper shadow at least twice the body's size, and minimal lower shadow, indicates buyer exhaustion as sellers reject higher prices and close near the open.^[24] Neutral signals point to market indecision, where neither buyers nor sellers gain clear control. Doji patterns, where the open and close are nearly identical, form a cross-like shape and suggest equilibrium; variations include the gravestone doji (long upper shadow, signaling potential bearish reversal) and dragonfly doji (long lower shadow, hinting at bullish reversal), both emphasizing uncertainty.^[25] The spinning top, with a small body and extended upper and lower shadows, similarly illustrates balanced forces, often appearing during consolidation.^[22] These signals derive their meaning from the psychological interplay within the candlestick: the body reveals the extent of control by buyers (white) or sellers (black), while shadows represent rejected price levels where market participants drove prices back.^[22] For enhanced validity, basic signals are most effective near support or resistance levels, with confirmation from increased trading volume to verify the shift in sentiment.^[23]^[24]^[22]

Reversal and Continuation Patterns

Candlestick charts feature multi-candle formations known as reversal and continuation patterns, which provide insights into potential shifts or sustainments in market trends beyond single-candle signals. Reversal patterns signal a possible change in the prevailing trend direction, often appearing at the end of uptrends or downtrends, while continuation patterns suggest the ongoing trend will persist after a brief pause. These patterns are derived from traditional Japanese rice trading techniques and have been formalized in modern technical analysis. Key reversal patterns include the bullish engulfing, which consists of a small black (bearish) candle followed by a larger white (bullish) candle that fully engulfs the prior candle's body, indicating a shift from selling to buying pressure typically at downtrend bottoms. The bearish harami, conversely, features a large white candle succeeded by a smaller black candle whose body is contained within the previous white candle's body, signaling weakening bullish momentum at uptrend tops. Three-candle reversal patterns like the morning star (a long black candle, followed by a gapped doji or small body, then a long white candle closing into the first black's body) and evening star (the inverse, with a long white, gapped doji, and long black) highlight exhaustion and reversal through gaps and indecision. Continuation patterns reinforce the existing trend. The three white soldiers pattern comprises three consecutive long white candles with higher closes and minimal upper shadows, demonstrating sustained buying strength in an uptrend. The three black crows, its bearish counterpart, shows three sequential long black candles with lower closes, confirming ongoing selling in a downtrend. The rising three methods (in uptrends) and falling three methods (in downtrends) involve a long white (or black) candle, followed by three small black (or white) candles within its range acting as a flag-like consolidation, then a final long white (or black) candle resuming the trend. Confirmation of these patterns typically requires the next candle to close beyond the pattern's high (for bullish) or low (for bearish), reducing false signals by validating momentum. Studies on pattern reliability indicate modest success rates; for instance, bullish engulfing patterns exhibit around 51% predictive accuracy for reversals, while bearish harami shows approximately 50%, with overall candlestick patterns demonstrating low statistical significance in short-term forecasting on indices like the OMXS30.^[26] More recent analyses as of 2025 continue to find modest predictive accuracies in diverse markets, such as 54-60% for select patterns in real estate ETFs with mixed statistical significance.^[27] Mathematical identification for the bullish engulfing, for example, checks if the second candle's open is below the first's close and its close exceeds the first's open, ensuring full body envelopment.^[26] Patterns such as the tasuki gap, a continuation formation incorporating price gaps between candles (e.g., an up-gap followed by a black candle not closing the gap, then a white candle continuing upward), are relatively rare.

Applications

In Financial Trading

In financial trading, candlestick charts are widely employed across stock, forex, and commodity markets to inform entry and exit decisions, particularly through reversal patterns like the bullish engulfing. This two-candle formation occurs at the end of a downtrend, where a small bearish candle is followed by a larger bullish candle that fully engulfs the prior body's range, indicating a shift from selling to buying pressure. Traders typically enter a long position upon confirmation, such as when the price closes above the engulfing candle's high, signaling sustained upward momentum. To manage risk, a stop-loss is placed below the pattern's low to protect against failed reversals, while profit targets are projected by adding the pattern's height (from low to high) to the entry point, aiming for a measured move.^[28] Candlestick patterns gain reliability when integrated with other technical tools, such as the Relative Strength Index (RSI) for momentum confirmation or trendlines for directional confluence. For instance, a bullish engulfing pattern near an ascending trendline, combined with an RSI reading below 30 (indicating oversold conditions) or a bullish divergence (where price makes lower lows but RSI forms higher lows), strengthens the buy signal by filtering out weak setups. In forex and commodities, this approach reduces false entries; for example, traders might avoid bullish patterns if RSI exceeds 70, signaling overbought conditions that could lead to pullbacks. Trendlines provide additional context by confirming support levels where patterns form, enhancing overall trade confluence across volatile assets like currency pairs or oil futures.^[29]^[30] The effectiveness of candlestick patterns varies by timeframe, with applications tailored to trading styles in stock, forex, and commodities. In short-term intraday scalping, 5- to 15-minute charts capture quick reversals but suffer from higher noise and frequent false signals, making single-candle patterns like hammers preferable for rapid entries in high-liquidity markets such as EUR/USD forex pairs. Conversely, long-term swing trading on weekly charts offers clearer signals with reduced noise, ideal for capturing multi-week trends in equities or commodities; multi-candle patterns here align better with broader market cycles, though setups require more patience and fewer opportunities. This timeframe distinction helps traders in stocks like the S&P 500 components avoid overtrading while maximizing trend-following potential.^[31] The hammer pattern, characterized by a small body at the top with a long lower wick, signals buyer rejection of lower prices after a downtrend and has been applied to identify potential market bottoms during periods of high volatility, such as financial crises. This underscores candlesticks' role in crisis navigation, though confirmation from volume or oversold indicators is essential for reliability.^[32]^[33] Despite their utility, candlestick patterns exhibit limitations, particularly generating false signals in ranging or sideways markets where trends lack strength. To mitigate this, traders apply filters like the Average Directional Index (ADX), entering trades only when ADX exceeds 25, confirming a robust trend and avoiding whipsaws in low-volatility environments common to certain forex pairs or commodities. Backtesting on stock market data reveals win rates of approximately 55-60% for patterns like dojis, highlighting the need for risk management to offset losses from unreliable setups.^[34]^[35]^[36]

In Technical Analysis Software

In modern technical analysis software, candlestick charts are a core feature, enabling traders to visualize price action through integrated platforms that support real-time rendering and interactive analysis. Popular platforms such as TradingView, MetaTrader 4 and 5 (MT4/MT5), and thinkorswim provide robust candlestick charting capabilities, often including automated pattern recognition to identify formations like dojis or engulfing patterns without manual intervention.^[37]^[38]^[39] For instance, TradingView offers over 100 built-in indicators alongside candlestick tools, while thinkorswim includes hundreds of technical studies for pattern detection, and MetaTrader supports custom indicators for similar functionality.^[40]^[41] Customization options in these platforms allow users to tailor candlestick displays to personal preferences, enhancing usability for diverse trading styles. Users can adjust colors for bullish and bearish bodies—typically green for up and red for down—toggle shadow (wick) visibility, and modify line widths or fill styles, such as hollow versus solid candles.^[42]^[43] OHLC data import is facilitated through APIs or file uploads; for example, TradingView's Datafeed API enables integration with external sources like Yahoo Finance for historical price feeds, while MetaTrader and thinkorswim support CSV imports for custom datasets.^[40]^[44]^[45] Automation features streamline candlestick-based analysis, particularly through scripting languages that trigger alerts or simulate trades. In TradingView, Pine Script allows developers to code strategies for detecting specific patterns, such as doji formations, and set real-time alerts via email or notifications when conditions are met.^[46] Similarly, MetaTrader's MQL4/5 enables expert advisors (EAs) to monitor candlestick signals and automate responses, integrated with backtesting engines that replay historical OHLC data to evaluate strategy performance over time.^[47]^[48] Thinkorswim's thinkScript supports comparable scripting for pattern alerts and backtesting simulations. Post-2020 advancements have incorporated artificial intelligence to refine candlestick interpretation, with platforms adding AI-driven tools for scoring pattern reliability and predicting outcomes based on historical probabilities. For example, TrendSpider's automated recognition engine uses machine learning to detect multi-candlestick patterns and assign confidence scores, improving accuracy over traditional methods.^[49] Mobile app integrations extend these capabilities, allowing seamless access to customized candlestick charts on iOS and Android devices; TradingView's mobile version supports full Pine Script alerts and pattern scanning, while MetaTrader and thinkorswim apps offer real-time charting with gesture-based interactions.^[50]^[51] Data handling in these platforms adheres to standardized OHLCV (Open, High, Low, Close, Volume) formats, essential for algorithmic trading workflows. Exports and imports commonly use JSON for API-driven feeds or CSV for bulk historical data, ensuring compatibility across tools; TradingView's export function outputs OHLCV in CSV for external analysis, and MetaTrader's Strategy Tester processes similar formats for optimized backtests.^[42]^[52]^[45] This standardization facilitates seamless integration with quantitative models, where volume data augments candlestick signals for more robust trading algorithms.^[53]

Variants

Heikin-Ashi Technique

The Heikin-Ashi technique represents a modern adaptation of candlestick charting, developed in the late 1990s by Romanian trader Dan Valcu and inspired by traditional Japanese methods, though it is not part of the historical 18th-century origins of standard candlesticks.^[54] This variant filters out market noise through averaging, producing smoother charts that emphasize sustained trends over short-term fluctuations.^[55] By modifying the open, high, low, and close (OHLC) values, Heikin-Ashi candles help traders identify trend direction and duration more reliably than traditional candlesticks.^[56] The core calculations for Heikin-Ashi candles begin with the HA-Close, derived as the average of the current period's OHLC prices:

\text{HA-Close} = \frac{\text{Open} + \text{High} + \text{Low} + \text{Close}}{4}

The HA-Open uses the prior period's values:

\text{HA-Open} = \frac{\text{prior HA-Open} + \text{prior HA-Close}}{2}

Finally, the HA-High is the maximum of the current high and the HA-Open/HA-Close, while the HA-Low is the minimum of the current low and the HA-Open/HA-Close:

\text{HA-High} = \max(\text{High}, \text{HA-Open}, \text{HA-Close})

\text{HA-Low} = \min(\text{Low}, \text{HA-Open}, \text{HA-Close})

These formulas create a cumulative averaging effect, where each candle depends on the previous one, resulting in progressively smoothed data.^[56]^[55] Visually, Heikin-Ashi charts differ from standard candlesticks by featuring fewer and shorter wicks, with bodies that often connect consecutively, giving a block-like appearance similar to Renko charts but retaining time-based intervals.^[56] Green (or hollow) candles signal uptrends, while red (or filled) candles indicate downtrends, and sequences of the same color highlight trend strength without the erratic color shifts seen in volatile standard charts.^[55] Key advantages include reduced whipsaws—false reversal signals—in volatile markets, as the averaging minimizes minor price swings, and enhanced suitability for trend-following approaches, such as maintaining positions until a color change occurs.^[56] This smoothing aids in avoiding premature exits during temporary pullbacks.^[55] In practice, for forex trading, the emergence of the first green Heikin-Ashi candle after a series of red ones can mark the onset of an uptrend, signaling traders to initiate long positions while monitoring for confirmation from supporting indicators like moving averages.^[57]

Renko and Other Derivatives

Renko charts represent a derivative of traditional price charting techniques, emphasizing pure price movements over time intervals. Originating in Japan during the Edo period (1603–1868) for tracking rice futures, these charts use "bricks" of a fixed price size—such as $0.25 or 10 points—to plot trends, ignoring chronological progression.^[58] A new upward (typically hollow or white) brick forms only when the price closes at least one brick size above the prior brick's top, while a downward (solid or black) brick forms similarly below the bottom; bricks connect at 45-degree angles with no wicks or shadows, creating a staircase-like visualization focused on sustained directional moves.^[59] Other notable derivatives include point-and-figure (P&F) and Kagi charts, which similarly prioritize price action to discern supply and demand dynamics. P&F charts, developed in the late 19th century by Western traders like Charles Dow, employ columns of X's to denote rising prices (demand) and O's for falling prices (supply), with reversals occurring after a predefined number of boxes (e.g., three-box method) to filter minor fluctuations.^[60] Kagi charts, invented in Japan around the 1870s for rice and stock trading, consist of vertical lines that reverse direction upon reaching a threshold (e.g., 4% price change), using thin lines for downtrends (yin) and thick lines for uptrends (yang), marked by shoulders (peaks) and waists (troughs) to highlight shifts without time scaling.^[61] Compared to standard candlestick charts, which capture open-high-low-close (OHLC) data within fixed time periods, Renko and its derivatives excel at noise reduction in trending markets by eliminating insignificant wiggles and time-based distortions, making trends visually clearer; however, they forgo temporal context and volume information, potentially obscuring intraday volatility or momentum shifts that candlesticks reveal through body and shadow details.^[62] For instance, in a volatile uptrend, Renko might display a clean series of ascending bricks, whereas candlesticks could show erratic doji or spinning top patterns amid the same price range. In modern applications, particularly cryptocurrency trading, Renko charts prove valuable for navigating high volatility, as their brick structure smooths erratic swings in assets like Bitcoin, enabling clearer identification of breakouts and trends without the clutter of time-bound noise.^[63] Brick sizes can be dynamically adjusted using the Average True Range (ATR) indicator—typically a 14-period calculation—to adapt to varying market conditions; for example, a brick size set to 1x ATR scales with volatility, producing smaller bricks in calm periods for sensitivity and larger ones during turbulence for smoothing.^[64] These tools evolved from Japanese rice-trading practices akin to candlesticks but gained separate traction in the West through technical analysts like Steve Nison, who introduced Renko and Kagi in his 1994 book Beyond Candlesticks, while P&F developed independently in U.S. markets.^[65]

References

[1]
Japanese Candlestick - Overview, How It Works, and Patterns
What is a Japanese Candlestick? Japanese Candlesticks are a technical analysis tool that traders use to chart and analyze the price movement of securities.<|control11|><|separator|>
[2]
Introduction to Candlesticks - ChartSchool - StockCharts.com
Jul 18, 2024 · To create a candlestick chart, you must have a data set that contains open, high, low and close values for each time period you want to display.
[3]
[PDF] Candlestick charts - University of West Georgia
This paper reports on research performed with Japanese candlestick charts in an effort to assess whether they contain predictive information in violation of ...
[4]
The Great Guide to OHLC Candlesticks - QuestDB
By providing both the opening/closing prices and the intra-interval extremes (high/low), candlestick charts offer a richer view than a simple line chart. In ...
[5]
Chart Types: candlestick, line, bar - CME Group
Candlestick charts use a visual representation of price broken down into two main parts, the body and the wick. · Candlesticks allow traders to visualize buying ...This Video Is Either... · Candlestick Charts · Approaching Reading Charts
[6]
OHLC Charts vs. Candlestick Charts: Which Is Better? | StoneX
Jun 3, 2022 · OHLC charts show open, high, low, and close prices, while candlestick charts have wicks and a body. Neither is inherently better; the best ...<|control11|><|separator|>
[7]
[PDF] 1 The Basics: Candlestick Construction
A bar chart is also called an OHLC chart, a simple price chart showing the day's trading range in a vertical line or stick; the opening price, a smaller ...
[8]
How to read crypto candlestick charts using OHLCV data - CoinAPI
Jun 4, 2025 · OHLCV stands for Open, High, Low, Close, and Volume. These five components form the standard data structure used in trading analysis across ...
[9]
Trend definition or holding strategy: What determines the profitability ...
Introduction. Candlestick charting, originally developed by Munehisa Homma, was applied to rice futures contracts in the world's first futures market, the ...Missing: scholarly | Show results with:scholarly
[10]
[PDF] Japanese Candlestick Charting Techniques
Nison, Steve. Japanese candlestick charting techniques : a contemporary guide to the ancient investment technique of the Far East I Steve Nison.Missing: scholarly | Show results with:scholarly
[11]
Is the choice of the candlestick dimension relevant in econophysics?
Since the 18th century, when candlestick charts have been developed by the Japanese trader Munehisa Homma as a tool to investigate the price dynamics of rice ...<|control11|><|separator|>
[12]
https://verifiedinvesting.com/blogs/education/from-the-shogunate-to-wall-st-the-history-of-candlestick-charts
[13]
The Trader's Flashlight in a Market Fog: What are Candlestick ...
Apr 14, 2025 · ... candlestick charting to Western financial markets in the 1980s. Through extensive research, Nison translated and refined Japanese candlestick ...
[14]
[PDF] A Statistical Analysis Of The Predictive Power Of Japanese ...
Jun 5, 2018 · Although Japanese Candlesticks. Charts have been used in Japan for over 200 years, they were virtually unknown in the West until. 1990 when they ...
[15]
Understanding Basic Candlestick Charts - Investopedia
The components include a strong bullish candlestick, followed by three or more smaller, bearish candlesticks that remain within the range of the first candle.Using Bullish Candlestick... · What Is a Doji Candle Pattern... · Candle stick
[16]
Japanese Candlestick Charting Techniques, Second Edition
This book covers everything you need to know, including hundreds of examples that show how candlestick techniques can be used in all of today's markets.
[17]
Technical analysis - history of candlestick charts - FTMO
In the second half of the 18th century, Munehisa Homma, who came from a very wealthy family of rice traders, also started trading on this exchange. Thanks to ...
[18]
East Meets West - Learning Center - FXStreet
A major advantage of candlestick charts is that, since they are made up of the same information as bars charts (that is, Open, High, Low, Close data), all of ...Missing: adaptations color standardization
[19]
Candlesticks and Traditional Chart Analysis - ChartSchool
Aug 20, 2025 · We will examine how candlesticks interact with moving averages, breakout signals, head and shoulders patterns, and volume, and how they form mutually ...<|control11|><|separator|>
[20]
Are candlestick trading strategies effective in certain stocks with ...
While investors in the west are generally skeptical about the reliability of the candlestick technical analysis, this technique is commonly used in some ...
[21]
Making and Understanding Candlestick Charts - Bloomberg.com
Nov 25, 2008 · The charts use symbols to transform a standard stock price chart into a graph that tells at a glance the stock's opening and closing price, as well as the day' ...
[22]
Candlesticks Light the Way to Logical Trading - Investopedia
Oct 10, 2024 · Single candlestick patterns, like the doji and hammer, can reveal ... Another example of a reversal pattern is a shooting star, which ...
[23]
Hammer Candlestick: What It Is and How Investors Use It
A hammer candlestick is a signal on an asset's price-tracking chart that suggests its price may have finished dropping and might be ready to rise again.
[24]
Shooting Star: What It Means in Stock Trading, With an Example
Mar 3, 2025 · A shooting star is a candlestick that signals a potential bearish reversal. It is characterized by a small real body near the lower end of ...
[25]
What Is a Doji Candle Pattern, and What Does It Tell You?
A doji is a single candlestick pattern in which the open and close prices of the security or market are the same or very close to it.
[26]
[PDF] The Predictive Power of Candlestick Patterns
The weak version of the EMH states that future price movements cannot be predicted using historical price information, since all prior historical information ...
[27]
Bullish Engulfing Pattern: Definition, How It Works, and Example
A bullish engulfing pattern is a white candlestick that closes higher than the previous day's opening after opening lower than the prior day's close.
[28]
Trading Candlestick Patterns With Relative Strength Index (RSI)
Nov 18, 2021 · Combining candlestick patterns with Relative Strength Index (RSI) increases the odds of a successful reversal trade setup.
[29]
Combining Candlestick Patterns with Technical Indicators
Mar 17, 2025 · Combining candlestick patterns with indicators like RSI, MACD, and trendlines enhances trading accuracy, reduces uncertainty, and makes more ...
[30]
Best Timeframes for Candlestick Patterns - LuxAlgo
Jan 19, 2025 · Short-term (5-15 min) is for scalping, medium-term (1-4 hours) for swing trading, and long-term (daily/weekly) for position trading. Higher ...Short-Term Charts · Medium-Term Charts · Strengths and Weaknesses of...
[31]
Basing in Stock Trading: Identification and Strategies Explained
This came after the market went through a bearish period in 2008 following the financial crisis. The value of the index plateaued before trending upward ...
[32]
https://www.investopedia.com/terms/b/basing.asp
[33]
ADX: The Trend Strength Indicator - Investopedia
Dec 3, 2024 · Measures Trend Strength · Helps Avoids False Signals · Adaptable to Different Markets and Timeframes · Indicates Trend Continuation or Exhaustion.
[34]
What Is The Success Rate Of Candlestick Patterns? (Win%)
Apr 8, 2024 · The success rate (Percent Winners) for candlestick patterns is high: Among all 75 candlestick patterns, 66% beat the S&P 500 over its holding period (de- ...
[35]
Spinning Top Candle:: Trade a 55.9% Success Rate - Stock Chart Pro
Jan 16, 2024 · The Spinning Top pattern wins 55.9% of the time, ranking 7th among tested candles. This is close to the 55.8% average for all candlestick types.<|control11|><|separator|>
[36]
Automatic candlestick pattern detection - TradingView
To add candle pattern indicators to your Supercharts, open Indicators, metrics, and strategies. Then click Technicals → Patterns. There you'll see a list of all ...<|control11|><|separator|>
[37]
Top Technical Analysis Tools for Traders - Investopedia
TradingView has over 100 indicators combined with intelligent drawing tools that cover global stocks, currencies, and cryptocurrencies. The proprietary Pine ...
[38]
https://www.investopedia.com/articles/active-trading/121014/best-technical-analysis-trading-software.asp
[39]
Datafeed API | Advanced Charts Documentation - TradingView
The library allows connecting market data to the chart in two ways: By using the built-in UDF adapter. By implementing your own datafeed via the Datafeed API.
[40]
Appearance Settings - thinkorswim Learning Center
Appearance Settings are common for all chartings, they include color scheme, parameters related to chart modes and types, and crosshairs shape.
[41]
How to export chart data - TradingView
You can save chart data, including tickers and indicators, into a CSV file. Then you can import it into spreadsheet software for further analysis.
[42]
Candle Chart - thinkorswim Learning Center
Downtick candles are filled by default. To disable this option or customize candle's color and line width, see Appearance Settings. Note that zooming out too ...Missing: TradingView shadows OHLC import
[43]
Yahoo Finance API - A Complete Guide - AlgoTrading101 Blog
The Yahoo Finance API is a range of libraries/APIs/methods to obtain historical and real time data for a variety of financial markets and products.
[44]
Script to extract Candlesticks data from all time frames to CSV. - MQL5
Rating 4.9 (5) · Free · WindowsOct 15, 2024 · The CandlesticksData script is designed for the MetaTrader 5 trading platform, allowing traders and developers to export detailed candlestick data into a CSV ...
[45]
Doji — Indicators and Strategies - TradingView
Alerts for immediate notification of detected patterns. Visual markers on the chart, including arrows and labels, for quick recognition of potential trade ...
[46]
MT4 backtesting engulfing patterns - MQL4 programming forum
Sep 6, 2022 · How do I go about using EA to backtest a strategy of buying on bullish engulfing patterns and shorting on bearish ones, with TP and SL of 1:1?
[47]
How to backtest an Expert Advisor in Metatrader - Blog
Jan 7, 2018 · It is important to do backtesting the right way, so we will try to give some hints on how to backtest a trading strategy with the mql4 strategy ...
[48]
Automated Candle Pattern Recognition - TrendSpider
TrendSpider automatically detects the candlestick formations on any chart and timeframe, including single candlesticks and multi-candlestick patterns.How Automated Candle Pattern... · Next Article In Topic · Related Articles
[49]
Mobile app development | Advanced Charts Documentation
Advanced Charts and Trading Platform are compatible with mobile devices. The chart layout adapts to the device type and screen size by resizing/hiding elements.
[50]
10 Best Stock Chart Apps, Software & Websites in 2025 [Free & Paid]
Oct 29, 2025 · More technical analysis tools than most other apps – TradingView's flexible chart visualizations and tools include 14 chart types, 20+ ...
[51]
How to Use OHLCV Data to Improve Technical Analysis in Trading
May 30, 2025 · For algorithmic trading or quant strategies, historical OHLCV data lets you simulate past trades, identify high-probability setups, and ...
[52]
How To Use The Yahoo Finance API | Market Data - MarketData.app
Sep 26, 2025 · Learn how to access Yahoo Finance data using unofficial API methods. This guide walks you through retrieving stock quotes, historical prices ...<|control11|><|separator|>
[53]
Heikin Ashi: Definition, How It Works and What It Indicates?
The Heikin Ashi charting technique was developed in Japan by Dan Valcu in the late 1990s as an alternative to the traditional candlestick chart. It is based on ...Missing: history | Show results with:history<|control11|><|separator|>
[54]
Understanding Heikin-Ashi Charts: The Basics - TrendSpider
The Heikin-Ashi formula for calculating the prices is as follows: Average price (or “pivot”) = (open + high + low + close) / 4.
[55]
Heikin-Ashi: A Better Candlestick - Investopedia
Dec 9, 2024 · It's useful for making candlestick charts more readable and trends easier to analyze. For example, traders can use Heikin-Ashi charts to know ...Missing: origin | Show results with:origin
[56]
Heiken Ashi: How to Use the Heiken Ashi Formula - Admiral Markets
Heikin Ashi charts provide a clearer and smoother depiction of price trends, making it easier for traders to identify trends, reversals, and potential entry or ...
[57]
What Are Renko Charts? | TrendSpider Learning Center
Origin of Renko Charts ... Renko charts originated in Japan during the Edo period (1603-1868), where they were used to track the price movements of rice futures.Origin of Renko Charts · Pros and Cons of Renko ChartsMissing: mechanics | Show results with:mechanics
[58]
Renko Charts - ChartSchool - StockCharts.com
Sep 16, 2025 · Renko charts originated in Japan. The charts ignore time and focus solely on price changes that meet a minimum requirement.Missing: origins history
[59]
Introduction to Point & Figure Charts - ChartSchool - StockCharts.com
Jul 18, 2024 · P&F charting has a long history. One of the first references to Point & Figure charting came from an anonymous writer named “Hoyle”, who wrote ...Missing: origins mechanics
[60]
Kagi Charts - ChartSchool - StockCharts.com
Jul 17, 2024 · According to Steve Nison, author of Beyond Candlesticks, Kagi charts were invented in the late 19th century in Japan. They are line charts that ...Missing: origins history mechanics
[61]
Tips for using Renko charts in your trading | Technical Analysis | US
May 20, 2025 · Renko charts are a unique way of showing price action and have some clear differences from more commonly used OHLC candles. This can be broken ...Missing: comparison advantages
[62]
Renko Charts Guide: Strategies, Sizing & Signals - AvaTrade
4. Cryptocurrency. Given their extreme volatility, cryptocurrencies can produce Renko charts with very clear trend signals. Strength: Smooths out noise while ...
[63]
Renko - GoCharting
Jun 4, 2025 · The ATR Persistence method uses a rolling 14 day ATR calculation methodology which is dynamics and as a result the size of the brick changes ...
[64]
How to Trade Using Renko Charts - TradingSim
What are Renko Charts. You can trace renko chart's origins to Japan and they were first introduced to the West by Steve Nison in his book “Beyond Candlesticks”.