... I could find the same bearish candlesticks everywhere that were not bearish and vice versa for bullish ones....
Nope -- you weren't missing anything: no real magic to the much-hyped candlesticks.
1) Candles only represent 4 trades in whatever time period is defined for them. In their development (some 4 centuries back), the candle break (an overnight) was meaningful. We violate that (all the time!!!) at our peril.
2) For the market action presented, you can tell a useful time period when market turns are characterized by long wicks in the ending trend's direction. (Thus, the market "tried" to persist with the trend, but could not.)
3) Size of the body represents intra-candle trend all by itself!
Bigger candle body = stronger intra-candle trend.
Tight little sliver-body = weak-ass intra-candle trend.
That is *it*.
If you have a *meaningful* time period, wicks == turns; bodies == strength.
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