In skewed data, the best measure of central tendency is:
Mean
Weighted mean
Median
Mode
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if you have a skewed distribution, the median is often the best measure of central tendency. When you have ordinal data, the median or mode is usually the best choice. For categorical data, you have to use the mode.
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