PeaksValleys

Consider you have a list containing multiple numbers. By using PeaksValleys package, you can find and detect peaks and valleys.

Screenshots

Usage

from PeaksValleys import detectPeaksValleys
import random
import pandas as pd


randItems = random.sample(range(1, 200), 100)
data = {
    'Numbers': randItems
}
df = pd.DataFrame(data=data)

print(detectPeaksValleys(df['Numbers'], 21, 8))

As you see, detectPeaksValleys has 3 parameters:

detectPeaksValleys(dataframeSeries, rollingNumber, averageSize):

1. dataframeSeries is series created by pandas package
2. rollingNumber is a number for smoothing numbers sequence (the higher number, the smoother sequence)
3. averageSize is a count of numbers creating an interval for detecting peaks and valleys (the less number, the more peaks and valleys)

License

MIT