Tiny Flows

View or edit on GitHub

This page is synchronized from trase/models/brazil/beef/Tiny Flows.ipynb. Last modified on 2026-03-21 22:30 CET by Trase Admin. Please view or edit the original file there; changes should be reflected here after a midnight build (CET time), or manually triggering it with a GitHub action (link).

from trase.tools import sps

df = sps.get_pandas_df_once(
    "brazil/beef/sei_pcs/v2.2.0/SEIPCS_BRAZIL_BEEF_2019.csv", dtype=str
).astype({"VOLUME_RAW": float})
df = df[df["VOLUME_RAW"] < 250]
print("Number of <250 flows:", len(df))

len(
    df.drop(
        columns=[
            "VOLUME_RAW",
            "VOLUME_PRODUCT",
            "FOB",
            "MUNICIPALITY",
            "STATE_OF_PRODUCTION",
        ]
    ).drop_duplicates()
)

df[["MUNICIPALITY", "STATE_OF_PRODUCTION"]].drop_duplicates()