{{summary}}

Overview

Dataset info

Number of columns	{{data.summary.cols_count}}
Number of rows	{{data.summary.rows_count}}
Total Missing (%)	{{data.summary.missing_count}}
Total size in memory	{{data.summary.size}}

Variables types

Categorical	{{data.count_types.categorical}}
Numeric	{{data.count_types.numeric}}
Date	{{data.count_types.date}}
Bool	{{data.count_types.bool}}
Not available	{{data.count_types.null}}

Variables

{% for k,v in data.columns.items() %}

{% if v.column_type=="categorical" or v.column_type=="numeric" or v.column_type=="date" or v.column_type=="bool"%}

{{k}}

{{v.column_type}}

Distinct count	{{v.stats.uniques_count}}
Unique (%)	{{v.stats.p_uniques}}
Missing (%)	{{v.stats.missing_count}}
Missing (n)	{{v.stats.p_missing}}

{% if v.column_type=="numeric" %}

Mean	{{v.stats.mean}}
Minimum	{{v.stats.min}}
Maximum	{{v.stats.max}}
Zeros(%)	{{v.stats.zeros}}

{% endif %}

Frequency

{% for vi in v.frequency %} {% endfor %}

Value	Count	Frecuency (%)
{{vi.value}}	{{vi.count}}	{{vi.percentage}}%
"Missing"	{{v.stats.missing_count}}	{{v.stats.p_missing}}%

{% endif %} {% if v.column_type=="numeric" %}

Quantile statistics

Minimum	{{v.stats.min}}
5-th percentile	{{v.stats.quantile[0.05]}}
Q1	{{v.stats.quantile[0.25]}}
Median	{{v.stats.quantile[0.5]}}
Q3	{{v.stats.quantile[0.75]}}
95-th percentile	{{v.stats.quantile[0.95]}}
Maximum	{{v.stats.max}}
Range	{{v.stats.range}}
Interquartile range	{{v.stats.interquartile_range}}

Descriptive statistics

Standard deviation	{{v.stats.stddev}}
Coef of variation	{{v.stats.coef_variation}}
Kurtosis	{{v.stats.kurtosis}}
Mean	{{v.stats.mean}}
MAD	{{v.stats.mad}}
Skewness	{{v.stats.zeros}}
Sum	{{v.stats.sum}}
Variance	{{v.stats.variance}}

{% endif %}

{% endfor %}