{% if v.column_type=="categorical" or v.column_type=="numeric" or v.column_type=="date" or v.column_type=="bool"%}
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
Value |
Count |
Frecuency (%) |
{% for vi in v.frequency %}
{{vi.value}} |
{{vi.count}} |
{{vi.percentage}}% |
{% endfor %}
"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 %}