Finding the peaks and dips in the oscillations is not so straightforward.
Problem:
We need to smooth the data to remove the noise.
We will do all of this using NumPy.
Open the Solution Notebook
Open Notebook
What is Pandas?
Data Tool: Pandas is an open-source Python library for data manipulation and analysis.
Tabular Structures: It provides DataFrames for easy handling of structured data.
Analysis Functions: Offers diverse functions for cleaning, transforming, and analyzing data.
Integration Capability: Seamlessly integrates with popular Python libraries, e.g., NumPy, Matplotlib, etc.
Time Series Support: Suitable for time series analysis and handling panel data.
Link to the Pandas tutorial
Link to lab class
Review the Week 3 materials:
Prepare for the Week 4 lab class:
Checkout the reading list for Week 4 on Blackboard.