gsod

Analysis of historical weather data from NOAAs Global Summary of the Day (GSOD).

Project Organization

├── LICENSE
├── README.md          <- The top-level README for developers using this project.
├── data
│   ├── interim        <- Intermediate data used for processing, such as manually created data.
│   ├── processed      <- The final, canonical data sets for modeling.
│   └── raw            <- The original, immutable data dump from BigQuery.
│
├── notebooks          <- Jupyter notebooks. Naming convention is a number (for ordering),
│                         the creator's initials, and a short `-` delimited description, e.g.
│                         `1.0-jqp-initial-data-exploration`.
│
├── references         <- Data dictionaries, manuals, and all other explanatory materials.
│
├── reports            <- Generated analysis as HTML, PDF, LaTeX, etc.
│   └── figures        <- Generated graphics and figures to be used in reporting
│
├── sql_queries        <- Queries that were manually run against the GSOD dataset in BigQuery
|                         to produce the data files in `data/raw/`
│
├── setup.py           <- makes project pip installable (pip install -e .) so src can be imported
├── src                <- Source code for use in this project.
│   ├── __init__.py    <- Makes src a Python module
│   |
│   ├── analysis       <- Code to analyze raw data
│   |   ├── continuity.py   <- Module to analyze station continuity.
│   │   └── precipitation.py    <- Modeule to analyze precipitation data.
│   |
│   ├── data           <- Scripts to download or generate data
│   |   ├── loaders.py <- Module to load and process raw data.
│   │   └── make_dataset.py <- The final, canonical data sets.
│   │
│   └── visualization  <- Scripts to create exploratory and results oriented visualizations
│       └── visualize.py    <- (empty)
│
├── environment_direct.yml   <- The environment file for reproducing the direct dependencies of the
│                                analysis environment, generated with `conda env export --from-history`
│
└── environment_strict.yml   <- The environment file for reproducing the ALL dependencies of the
                                 analysis environment, generated with `conda env export`

Project based on the cookiecutter data science project template. #cookiecutterdatascience