Coding Exercise: Clean Sensor Data Logs

Scenario

You’re on the data engineering team responsible for ingesting and prepping IoT sensor data. A batch of logs came in from temperature sensors, but the dates are messy and inconsistent. Before you can load it into the data warehouse or use it for anomaly detection, your job is to clean and standardize the dataset.

Dataset