edfEazyDataFix

Examples Gallery

Every example ships with the Python source, expected REPL output, and a placeholder download for the dataset.

CSVassessfix
CSV Cleaning

Load a messy CSV, assess quality and export a cleaned copy.

import eazydatafix as edf
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Excelfix
Excel Cleaning

Handle merged cells, blank rows and inconsistent columns from .xlsx workbooks.

import eazydatafix as edf
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healthcareprofile
Hospital Dataset

Assess a hospital admissions dataset with mixed dtypes and PII.

import pandas as pd
import eazydatafix as edf
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HRduplicates
HR Dataset

Detect duplicate employee records and normalise department names.

import eazydatafix as edf
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salesassess
Sales Dataset

Reconcile daily sales with missing amounts and currency mismatches.

report = edf.assess(
    "sales.csv",
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educationprofile
Student Dataset

Prepare a public education dataset for downstream modelling.

prof = edf.profile("students.csv")
prof.to_html("students-profile.html")
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tutorialfix
Titanic Dataset

The classic tutorial dataset — clean, profile and export.

import eazydatafix as edf
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