cdp-data 0.0.4

Data Utilities and Processing Functions for Generalized for all CDP Instances

cdp-data

Data Utilities and Processing Generalized for All CDP Instances

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Installation

Stable Release: pip install cdp-data
Development Head: pip install git+https://github.com/CouncilDataProject/cdp-data.git

Documentation

For full package documentation please visit councildataproject.github.io/cdp-data.

Quickstart

Pulling Datasets

Install basics: pip install cdp-data

from cdp_data import CDPInstances, datasets
ds = datasets.get_session_dataset(
    infrastructure_slug=CDPInstances.Seattle,
    start_datetime="2021-01-01",
    store_transcript=True,
)

Plotting and Analysis

Install plotting support: pip install cdp-data[plot]

from cdp_data import CDPInstances, keywords
ngram_usage = keywords.compute_ngram_usage_history(
    CDPInstances.Seattle,
    start_datetime="2021-01-01",
)
grid = keywords.plot_ngram_usage_histories(
    ["police", "housing", "transportation"],
    ngram_usage,
    lmplot_kws=dict(  # extra plotting params
        col="ngram",
        hue="ngram",
        scatter_kws={"alpha": 0.2},
        aspect=1.6,
    ),
)
grid.savefig("seattle-keywords-over-time.png")

Development

See CONTRIBUTING.md for information related to developing the code.

MIT license