cleansing.qmd

---
title: "about me"
subtitle: "my data science portfolio"
# use quarto markdown to 
---

# Title 1 Header
## Title 2 Header

[MarkDown Basics](https://quarto.org/docs/authoring/markdown-basics.html#links-images)

# %% [markdown]
# ---
# title: Palmer Penguins
# author: Norah Jones
# date: 3/12/23
# ---

# %%
#| echo: false
import pandas as pd
df = pd.read_csv("palmer-penguins.csv")

# %% [markdown]
"""
## Exploring the data

See @fig-bill-sizes for an exploration of bill sizes by species.
"""

# %% 
#| label: fig-bill-sizes
#| fig-cap: Bill Sizes by Species
                                          
import matplotlib.pyplot as plt           
import seaborn as sns

g = sns.FacetGrid(df, hue="species", height=3, aspect=3.5/1.5)
g.map(plt.scatter, "bill_length_mm", "bill_depth_mm").add_legend()