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lundquist-ecology-lab/summary_stats.py

Last active March 6, 2023 03:04
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Basic summary stats using pandas in Python
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summary_stats.py
# Calculating mean, and other summary statistics in Python with examples
import pandas as pd
import numpy as np
from palmerpenguins import load_penguins
penguins = load_penguins()
bill_length_mm = penguins['bill_length_mm'].dropna()
# Sample mean
mean = np.mean(bill_length_mm)
# Sample standard deviation
std_dev = np.std(bill_length_mm)
# Sample size
n = len(bill_length_mm)
# Summary stats using pandas
print(bill_length_mm.describe())
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