Examples

Global Air Pollution EDA

A complete end-to-end tseda workflow applied to the Global Air Pollution Dataset (23 463 cities × 5 pollutants).

What the notebook covers:

  • Loading and aggregating the dataset to country-level mean values

  • Constructing TimeSeries objects for each pollutant

  • Data quality analysis (missing values, outliers)

  • Descriptive statistics and stationarity testing

  • Decomposition, seasonality detection, anomaly detection

  • Forecastability scoring

  • Generating HTML EDA reports for each pollutant

The generated HTML reports are available in the Sample EDA Reports section.