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Jinsi ya kukokotoa Descriptive Statistics

Descriptive Statistics ni nini?

Descriptive statistics summarize and describe the key features of a dataset: central tendency (mean, median, mode), spread (range, variance, standard deviation), and shape (skewness, kurtosis). They condense large datasets into interpretable summaries.

Mwongozo wa Hatua kwa Hatua

  1. 1Mean: sum of all values / count
  2. 2Median: middle value when sorted (average of two middle values if even count)
  3. 3Standard deviation: √(average squared deviation from mean)
  4. 4Quartiles: Q1 (25th percentile), Q2 (median, 50th), Q3 (75th)

Mifano Iliyotatuliwa

Ingizo
Dataset: 2, 4, 4, 6, 8, 8, 10
Matokeo
Mean=6, Median=6, Mode=4&8, StdDev≈2.58

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