def missing_bar(data: pd.DataFrame) -> str:
"""Generate missing values bar plot.
Args:
data: Pandas DataFrame to generate missing values bar plot from.
Returns:
The resulting missing values bar plot encoded as a string.
"""
missingno.bar(
data,
figsize=(10, 5),
color=hex_to_rgb(config["style"]["primary_color"].get(str)),
fontsize=get_font_size(data),
)
for ax0 in plt.gcf().get_axes():
ax0.grid(False)
plt.subplots_adjust(left=0.1, right=0.9, top=0.8, bottom=0.3)
return plot_360_n0sc0pe(plt)
def missing_matrix(data: pd.DataFrame) -> str:
"""Generate missing values matrix plot
Args:
data: Pandas DataFrame to generate missing values matrix from.
Returns:
The resulting missing values matrix encoded as a string.
"""
missingno.matrix(
data,
figsize=(10, 4),
color=hex_to_rgb(config["style"]["primary_color"].get(str)),
fontsize=get_font_size(data) / 20 * 16,
sparkline=False,
)
plt.subplots_adjust(left=0.1, right=0.9, top=0.7, bottom=0.2)
# Note: override image format, svg contains bug for missingno.matrix
return plot_360_n0sc0pe(plt, image_format="png")