Data Smoothing

Input Data (JSON Array)

Smoothing Configuration

Time Field

Value Field

Smoothing Method

Window Size

Include detailed statistics

Example Input

[
  {
    "date": "2023-01-01",
    "temperature": 20.5,
    "noise": 1.2
  },
  {
    "date": "2023-01-02",
    "temperature": 22.8,
    "noise": -0.8
  },
  {
    "date": "2023-01-03",
    "temperature": 21.3,
    "noise": 0.5
  }
]

Smoothing Methods:

Moving Average: Simple smoothing using local averages
Exponential: Weighted smoothing with more emphasis on recent values
Gaussian: Kernel smoothing with normal distribution weights
Savitzky-Golay: Polynomial fitting that preserves higher moments