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

{{data.name}}

{{data.column_type}}
Unique {{data.stats.uniques_count}}
Unique (%) {{data.stats.p_uniques}}
Missing {{data.stats.p_missing}}
Missing (%) {{data.stats.missing_count}}

Datatypes

String {{data.dtypes_stats.string}}
Integer {{data.dtypes_stats.int}}
Float {{data.dtypes_stats.float}}
Bool {{data.dtypes_stats.bool}}
Date {{data.dtypes_stats.date}}
Missing {{data.dtypes_stats.missing}}
Null {{data.dtypes_stats.null}}
{% if data.column_type=="numeric" %}

Basic Stats

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

Frequency

{% for vi in data.frequency[:10] %} {% endfor %}
Value Count Frecuency (%)
{{vi.value}} {{vi.count}} {{vi.percentage}}%
"Missing" {{data.stats.missing_count}} {{data.stats.p_missing}}%
{% endif %} {% if data.column_type=="numeric" %}

Quantile statistics

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

Descriptive statistics

Standard deviation {{data.stats.stddev}}
Coef of variation {{data.stats.coef_variation}}
Kurtosis {{data.stats.kurtosis}}
Mean {{data.stats.mean}}
MAD {{data.stats.mad}}
Skewness {{data.stats.zeros}}
Sum {{data.stats.sum}}
Variance {{data.stats.variance}}
{% endif %}
{% if hist_pic is defined %} {% endif %} {% if freq_pic is defined %} {% endif %} {% if hist_years is defined %} {% endif %} {% if hist_months is defined %} {% endif %} {% if hist_weekdays is defined %} {% endif %} {% if hist_hours is defined %} {% endif %} {% if hist_minutes is defined %} {% endif %}