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profiling-minimal.yml
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profiling-minimal.yml
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# Title of the document
title: "Pandas Profiling Report"
# Metadata
dataset:
description: ""
creator: ""
author: "Etalab"
copyright_holder: ""
copyright_year: ""
url: ""
variables:
descriptions: {}
# infer dtypes
infer_dtypes: True
# Show the description at each variable (in addition to the overview tab)
show_variable_description: True
# Number of workers (0=multiprocessing.cpu_count())
pool_size: 0
# Show the progress bar
progress_bar: True
# Per variable type description settings
vars:
num:
quantiles:
- 0.05
- 0.25
- 0.5
- 0.75
- 0.95
skewness_threshold: 20
low_categorical_threshold: 5
# Set to zero to disable
chi_squared_threshold: 0.0
cat:
length: False
characters: False
words: False
cardinality_threshold: 50
n_obs: 5
# Set to zero to disable
chi_squared_threshold: 0.0
coerce_str_to_date: False
redact: False
bool:
n_obs: 3
# string to boolean mappings pairs (true, false)
mappings:
- ["t", "f"]
- ["yes", "no"]
- ["y", "n"]
- ["true", "false"]
path:
active: False
file:
active: False
image:
active: False
exif: False
hash: False
url:
active: False
# Sort the variables. Possible values: ascending, descending or None (leaves original sorting)
sort: None
# which diagrams to show
missing_diagrams:
bar: False
matrix: False
heatmap: False
dendrogram: False
correlations:
pearson:
calculate: False
warn_high_correlations: True
threshold: 0.9
spearman:
calculate: False
warn_high_correlations: False
threshold: 0.9
kendall:
calculate: False
warn_high_correlations: False
threshold: 0.9
phi_k:
calculate: False
warn_high_correlations: False
threshold: 0.9
cramers:
calculate: False
warn_high_correlations: True
threshold: 0.9
# Bivariate / Pairwise relations
interactions:
targets: []
continuous: False
# For categorical
categorical_maximum_correlation_distinct: 100
# Plot-specific settings
plot:
# Image format (svg or png)
image_format: "svg"
dpi: 800
scatter_threshold: 1000
correlation:
cmap: 'RdBu'
bad: '#000000'
missing:
cmap: 'RdBu'
# Force labels when there are > 50 variables
# https://github.com/ResidentMario/missingno/issues/93#issuecomment-513322615
force_labels: True
pie:
# display a pie chart if the number of distinct values is smaller or equal (set to 0 to disable)
max_unique: 0
histogram:
x_axis_labels: True
# Number of bins (set to 0 to automatically detect the bin size)
bins: 50
# Maximum number of bins (when bins=0)
max_bins: 250
# The number of observations to show
n_obs_unique: 5
n_extreme_obs: 5
n_freq_table_max: 10
# Use `deep` flag for memory_usage
memory_deep: False
# Configuration related to the duplicates
duplicates:
head: 0
# Configuration related to the samples area
samples:
head: 0
tail: 0
random: 0
# Configuration related to the rejection of variables
reject_variables: True
# When in a Jupyter notebook
notebook:
iframe:
height: '800px'
width: '100%'
# or 'src'
attribute: 'srcdoc'
html:
# Minify the html
minify_html: True
# Offline support
use_local_assets: True
# If True, single file, else directory with assets
inline: True
# Show navbar
navbar_show: True
# For internal use
file_name: None
# Styling options for the HTML report
style:
theme: None
logo: ""
primary_color: "#337ab7"
full_width: False