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Candlestick charts: how to read them, and why patterns often fail

Open, high, low and close in one candle, what doji, hammer and engulfing patterns are said to mean, and why they are a speculation tool, not a signal.

8 min readUpdated 29 October 2026

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A candlestick chart draws each day (or week) of trading in a share as one "candle". The candle shows four prices: where trading opened, the high, the low and where it closed. Green means it closed higher than it opened, red means lower.

Traders name shapes such as the doji, hammer or engulfing pattern and say they hint at a turn. Research finds these hints are weak and often wrong, and fees on quick trades add up. Learn to read candles so you understand charts and market news, not to time buys and sells.

One candle, four prices

Each candle covers one period. On a daily chart that is one trading session. It records:

  • Open: the first traded price of the period.
  • High: the highest price reached.
  • Low: the lowest price reached.
  • Close: the last traded price.

The thick part is the body. It runs from the open to the close. The thin lines above and below are the wicks, also called shadows. The top of the upper wick is the high, and the bottom of the lower wick is the low.

Worked example: one day of Share X

Share X is a made-up company. These prices are an example, not market data.

PriceEGP
Open20.00
High21.50
Low19.40
Close21.00

The close (21.00) is above the open (20.00), so the candle is green.

PartCalculationSize (EGP)
Body21.00 − 20.001.00
Upper wick21.50 − 21.000.50
Lower wick20.00 − 19.400.60
Whole range21.50 − 19.402.10

Read it as a story. Sellers pushed the price down to 19.40 at some point. Buyers then lifted it to 21.50, and it settled at 21.00. The candle doesn't show the order of those moves, only the four prices.

Green, red and what the body tells you

Green (rising) candleRed (falling) candle
Close vs openClose above openClose below open
Bottom of the bodyOpenClose
Top of the bodyCloseOpen

Some charts use hollow and filled candles instead of green and red. The idea is the same.

A long body means one side dominated the period: buyers for a long green body, sellers for a long red one. A short body means the open and close were close together. Long wicks show the price travelled far and then came back.

Timeframes: a daily candle vs a weekly candle

The same share can look different on different charts. On a weekly chart, one candle covers a whole trading week. On the EGX that is Sunday to Thursday.

Say Share X opens the week at EGP 20.00 on Sunday and closes Sunday at 21.00. That daily candle is green. Over the week it reaches a high of 21.50 and a low of 19.10, and closes Thursday at 19.80.

Daily candle (Sunday)Weekly candle
Open20.0020.00
High21.5021.50
Low19.4019.10
Close21.0019.80
ColourGreenRed

Same week, two stories. When someone says "a bullish candle", ask which timeframe they mean. Patterns on short timeframes, such as 5-minute or hourly candles, are noisier still.

The patterns people talk about

Charting books list dozens of named patterns. These are the ones you'll hear most often. Each meaning below is what traders say the shape suggests. It is not a forecast.

PatternCandlesWhat it looks likeWhat traders say it suggests
Doji1Open and close almost equal; a cross shapeIndecision between buyers and sellers
Hammer1Small body near the top, long lower wick, after a fallSellers were pushed back; a possible turn up
Hanging man1Same shape as the hammer, but after a riseA possible turn down
Shooting star1Small body near the bottom, long upper wick, after a riseBuyers were pushed back; a possible turn down
Bullish engulfing2A small red body, then a green body that covers it, after a fallA possible turn up
Bearish engulfing2A small green body, then a red body that covers it, after a riseA possible turn down
Morning star3A long red candle, a small one, then a long green candle closing above the middle of the firstA possible turn up after a fall
Evening star3A long green candle, a small one, then a long red candle closing below the middle of the firstA possible turn down after a rise

Notice two things. A hammer and a hanging man are the same shape; only the trend before them changes the name. And every meaning says "possible".

Worked example: a hammer on Share X

After a week of falls, Share X has this day (example, not market data): open EGP 18.60, high 18.80, low 17.20, close 18.70.

  • Body: 18.70 − 18.60 = EGP 0.10.
  • Lower wick: 18.60 − 17.20 = EGP 1.40, which is 14 times the body.
  • Upper wick: 18.80 − 18.70 = EGP 0.10.

That is a textbook hammer. Now suppose the next day opens at 18.50 and closes at 17.90. The "turn up" never came. This happens often, which is why chart guides say a pattern needs confirmation first.

What the research says

Candlestick rules usually look at one to three days of prices and hold a position for days, not years. So they are a short-term trading tool, a form of speculation.

StudyDataFinding
Marshall, Young and Rose (2006, 2007)Dow Jones Industrial Average shares, 1992–2002Candlestick strategies were not generally profitable on large US shares
Caginalp and Laurent (1998)S&P 500 shares, 1992–1996Some three-day patterns had predictive power, with a profit of almost 1% over two days

Marshall and colleagues concluded that trading on candlesticks alone does not seem sensible. Caginalp and Laurent found the opposite on an earlier sample. Results depend on the market, the years and the rules, and both studies use US data. We found no comparable study of EGX shares.

Even chart educators who use candlesticks say they work best with other evidence. StockCharts' guide says most reversal signals need confirmation, ideally on heavy volume, and that candles alone give no price targets.

The limits you should know

  • Context: a pattern only means something against the trend before it. The same shape can carry opposite names.
  • Volume: a pattern on a day with very few trades says little. Thinly traded shares, with low liquidity, can print odd candles from a handful of orders.
  • Hindsight: patterns look obvious on old charts. In real time you don't know which ones will fail.
  • Costs: every trade pays stamp duty, commission and exchange fees. Short-term trading multiplies them.

Worked example: what quick trading costs

Say Karim trades EGP 10,000 at a time, four round trips (a buy and a sell) a month. Assume his total cost is 0.3% of each buy and each sell. That rate is an example, not a quote; ask your brokerage for its fee sheet.

StepCalculationResult
Cost of one side10,000 × 0.3%EGP 30
One round trip30 × 2EGP 60
One month60 × 4EGP 240
One year240 × 12EGP 2,880

That is 28.8% of his EGP 10,000 a year, before any gain or loss. Each trade must rise 0.6% just to break even. The US Securities and Exchange Commission warns that day traders often lose money in their first months, and that commissions add up.

Your plan

  1. Read candles to understand, not to act. When news says a share "formed a doji" or "a bearish engulfing", you now know what was drawn.
  2. Check the timeframe. Ask whether a pattern is on a daily, weekly or hourly chart before taking it seriously.
  3. Look at the trend and volume first. A pattern on a thin day or with no clear trend before it means little.
  4. Count the costs. Before any short-term trade, work out the round-trip cost in EGP and the rise you need to break even.
  5. Keep long-term money separate. If you want to try trading, use a small amount you can afford to lose, after your emergency fund and expensive debt are handled.

What to watch out for

  • "Signals" for sale. Groups and channels that post patterns with "buy now" calls are selling excitement. Following them is herd behaviour.
  • Borrowed money. Trading on margin turns a failed pattern into a bigger loss.
  • Certainty. No pattern tells you what a share will do next. Treat every one as "maybe".

This guide is for education only. It is not advice to buy or sell any share, or to trade on any pattern.

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