CSV reader and parser with automatic detection of delimiter and start/end of data.
CSV-Scavenger is a simple CSV parser for Python which can detect the delimiter automatically and can parse CSV files with quoted fields. It can also detect the header row and the start and end of the data rows automatically. For most use cases, you can simply call sv.read_csv(filename) and get a pandas DataFrame back.
See the csv-scavenger/example_csvs directory for some example CSV files which are parsed correctly by CSV-Scavenger.
pip install csv-scavenger
import scavenger as sv
# Read a CSV file into a pandas DataFrame
df = sv.read_csv('data.csv')
FAQs
CSV reader and parser with automatic detection of delimiter and start/end of data.
We found that csv-scavenger demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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