| name | ydata-profiling-common-issues |
| description | Sub-skill of ydata-profiling: Common Issues. |
| version | 1.0.0 |
| category | data-analysis |
| type | reference |
| scripts_exempt | true |
Common Issues
Common Issues
Issue: Memory error with large dataset
profile = ProfileReport(df, minimal=True)
profile = ProfileReport(df.sample(50000))
Issue: Slow report generation
profile = ProfileReport(
df,
correlations=None,
interactions={"continuous": False},
missing_diagrams={"matrix": False, "heatmap": False}
)
Issue: Report too large
profile = ProfileReport(
df,
samples={"head": 5, "tail": 5},
duplicates={"head": 5}
)
Issue: DateTime not recognized
df["date_col"] = pd.to_datetime(df["date_col"])
profile = ProfileReport(df)